1
|
Peelay Z, Saha S, Patil V, Menon N, Singh A, Shah M, Sahu A, Ubharay A, Chowdhury OR, Prabhash K, Noronha V. Neoadjuvant Chemotherapy in Locally Advanced Sinonasal Teratocarcinosarcoma a Rare Malignancy: An Audit From an Academic Tertiary Care Centre in India. Clin Oncol (R Coll Radiol) 2024; 36:e137-e145. [PMID: 38565457 DOI: 10.1016/j.clon.2024.03.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Revised: 02/26/2024] [Accepted: 03/12/2024] [Indexed: 04/04/2024]
Abstract
AIMS Sinonasal teratocarcinosarcomas (SNTCS) are rare sinonasal malignancies, the incidence of which is less than 1% of all tumors. There is limited data available on SNTCS's, often as case reports and small case series. The management of SNTCS is complicated because of its location, locally aggressive biology, difficulty in achieving complete resection, and limited data on chemotherapy in these malignancies. This audit was performed to understand the role of neoadjuvant chemotherapy (NACT) in SNTCS's, its ability to downstage the disease, achieve complete resection, and impact on long-term survival outcomes. METHODS This was a retrospective analysis of a prospectively maintained database approved by the Institutional Ethics Committee (IEC). The baseline characteristics, the extent of tumor, Kadish stage, NACT regimen, and adverse events were extracted from the Electronic Medical Records and the patient's case file. Patients with baseline extensive/inoperable disease were referred for NACT from the multidisciplinary joint clinic followed by response assessment (RECIST v1.1). Patients underwent skull-base surgery if respectable post-completion of NACT, however, if deemed unresectable were treated with non-surgical modalities or palliative therapies. RESULTS The data of 27 patients were evaluated from the year 2015-2022. The median age was 42 years (IQR:30-56) and 85.2% (n = 23) were males. The ECOG-PS was 0-1 in 88.8% (n = 24) patients. All 27 patients received NACT in view of extensive disease at presentation. 74.1% (n = 20) patients received Cisplatin-Etoposide and 25.9% (n = 7) received other chemotherapy regimens. The median number of chemotherapy cycles was 2(IQR:2-3). 96.3% patients (n = 26) completed the planned NACT cycles. 70.4% (n = 19) patients achieved a partial response in post-NACT imaging. 77.8% (n = 18) underwent surgery, 18.5% (n = 5) received CTRT, and 7.4% (n = 2) received definitive-RT alone. The median PFS and OS of the cohort was 19months (95%CI:12.0-25.6) and 23months (95%CI:5.94-40.06) respectively. CONCLUSION NACT is safe, feasible, and effective with significant response rates, leading to effective downstaging, resectability and improved survival in patients with locally advanced SNTCS's.
Collapse
Affiliation(s)
- Z Peelay
- Medical Oncology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India.
| | - S Saha
- Medical Oncology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India.
| | - V Patil
- Medical Oncology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India.
| | - N Menon
- Medical Oncology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India.
| | - A Singh
- Medical Oncology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India.
| | - M Shah
- Medical Oncology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India.
| | - A Sahu
- Radiodiagnosis, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India.
| | - A Ubharay
- Medical Oncology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India.
| | - O R Chowdhury
- Medical Oncology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India.
| | - K Prabhash
- Medical Oncology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India.
| | - V Noronha
- Medical Oncology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India.
| |
Collapse
|
2
|
Naghavi M, Ong KL, Aali A, Ababneh HS, Abate YH, Abbafati C, Abbasgholizadeh R, Abbasian M, Abbasi-Kangevari M, Abbastabar H, Abd ElHafeez S, Abdelmasseh M, Abd-Elsalam S, Abdelwahab A, Abdollahi M, Abdollahifar MA, Abdoun M, Abdulah DM, Abdullahi A, Abebe M, Abebe SS, Abedi A, Abegaz KH, Abhilash ES, Abidi H, Abiodun O, Aboagye RG, Abolhassani H, Abolmaali M, Abouzid M, Aboye GB, Abreu LG, Abrha WA, Abtahi D, Abu Rumeileh S, Abualruz H, Abubakar B, Abu-Gharbieh E, Abu-Rmeileh NME, Aburuz S, Abu-Zaid A, Accrombessi MMK, Adal TG, Adamu AA, Addo IY, Addolorato G, Adebiyi AO, Adekanmbi V, Adepoju AV, Adetunji CO, Adetunji JB, Adeyeoluwa TE, Adeyinka DA, Adeyomoye OI, Admass BAA, Adnani QES, Adra S, Afolabi AA, Afzal MS, Afzal S, Agampodi SB, Agasthi P, Aggarwal M, Aghamiri S, Agide FD, Agodi A, Agrawal A, Agyemang-Duah W, Ahinkorah BO, Ahmad A, Ahmad D, Ahmad F, Ahmad MM, Ahmad S, Ahmad S, Ahmad T, Ahmadi K, Ahmadzade AM, Ahmed A, Ahmed A, Ahmed H, Ahmed LA, Ahmed MS, Ahmed MS, Ahmed MB, Ahmed SA, Ajami M, Aji B, Akara EM, Akbarialiabad H, Akinosoglou K, Akinyemiju T, Akkaif MA, Akyirem S, Al Hamad H, Al Hasan SM, Alahdab F, Alalalmeh SO, Alalwan TA, Al-Aly Z, Alam K, Alam M, Alam N, Al-amer RM, Alanezi FM, Alanzi TM, Al-Azzam S, Albakri A, Albashtawy M, AlBataineh MT, Alcalde-Rabanal JE, Aldawsari KA, Aldhaleei WA, Aldridge RW, Alema HB, Alemayohu MA, Alemi S, Alemu YM, Al-Gheethi AAS, Alhabib KF, Alhalaiqa FAN, Al-Hanawi MK, Ali A, Ali A, Ali L, Ali MU, Ali R, Ali S, Ali SSS, Alicandro G, Alif SM, Alikhani R, Alimohamadi Y, Aliyi AA, Aljasir MAM, Aljunid SM, Alla F, Allebeck P, Al-Marwani S, Al-Maweri SAA, Almazan JU, Al-Mekhlafi HM, Almidani L, Almidani O, Alomari MA, Al-Omari B, Alonso J, Alqahtani JS, Alqalyoobi S, Alqutaibi AY, Al-Sabah SK, Altaany Z, Altaf A, Al-Tawfiq JA, Altirkawi KA, Aluh DO, Alvis-Guzman N, Alwafi H, Al-Worafi YM, Aly H, Aly S, Alzoubi KH, Amani R, Amare AT, Amegbor PM, Ameyaw EK, Amin TT, Amindarolzarbi A, Amiri S, Amirzade-Iranaq MH, Amu H, Amugsi DA, Amusa GA, Ancuceanu R, Anderlini D, Anderson DB, Andrade PP, Andrei CL, Andrei T, Angus C, Anil A, Anil S, Anoushiravani A, Ansari H, Ansariadi A, Ansari-Moghaddam A, Antony CM, Antriyandarti E, Anvari D, Anvari S, Anwar S, Anwar SL, Anwer R, Anyasodor AE, Aqeel M, Arab JP, Arabloo J, Arafat M, Aravkin AY, Areda D, Aremu A, Aremu O, Ariffin H, Arkew M, Armocida B, Arndt MB, Ärnlöv J, Arooj M, Artamonov AA, Arulappan J, Aruleba RT, Arumugam A, Asaad M, Asadi-Lari M, Asgedom AA, Asghariahmadabad M, Asghari-Jafarabadi M, Ashraf M, Aslani A, Astell-Burt T, Athar M, Athari SS, Atinafu BTT, Atlaw HW, Atorkey P, Atout MMW, Atreya A, Aujayeb A, Ausloos M, Avan A, Awedew AF, Aweke AM, Ayala Quintanilla BP, Ayatollahi H, Ayuso-Mateos JL, Ayyoubzadeh SM, Azadnajafabad S, Azevedo RMS, Azzam AY, B DB, Babu AS, Badar M, Badiye AD, Baghdadi S, Bagheri N, Bagherieh S, Bah S, Bahadorikhalili S, Bahmanziari N, Bai R, Baig AA, Baker JL, Bako AT, Bakshi RK, Balakrishnan S, Balasubramanian M, Baltatu OC, Bam K, Banach M, Bandyopadhyay S, Banik PC, Bansal H, Bansal K, Barbic F, Barchitta M, Bardhan M, Bardideh E, Barker-Collo SL, Bärnighausen TW, Barone-Adesi F, Barqawi HJ, Barrero LH, Barrow A, Barteit S, Barua L, Basharat Z, Bashiri A, Basiru A, Baskaran P, Basnyat B, Bassat Q, Basso JD, Basting AVL, Basu S, Batra K, Baune BT, Bayati M, Bayileyegn NS, Beaney T, Bedi N, Beghi M, Behboudi E, Behera P, Behnoush AH, Behzadifar M, Beiranvand M, Bejarano Ramirez DF, Béjot Y, Belay SA, Belete CM, Bell ML, Bello MB, Bello OO, Belo L, Beloukas A, Bender RG, Bensenor IM, Beran A, Berezvai Z, Berhie AY, Berice BN, Bernstein RS, Bertolacci GJ, Bettencourt PJG, Beyene KA, Bhagat DS, Bhagavathula AS, Bhala N, Bhalla A, Bhandari D, Bhangdia K, Bhardwaj N, Bhardwaj P, Bhardwaj PV, Bhargava A, Bhaskar S, Bhat V, Bhatti GK, Bhatti JS, Bhatti MS, Bhatti R, Bhutta ZA, Bikbov B, Bishai JD, Bisignano C, Bisulli F, Biswas A, Biswas B, Bitaraf S, Bitew BD, Bitra VR, Bjørge T, Boachie MK, Boampong MS, Bobirca AV, Bodolica V, Bodunrin AO, Bogale EK, Bogale KA, Bohlouli S, Bolarinwa OA, Boloor A, Bonakdar Hashemi M, Bonny A, Bora K, Bora Basara B, Borhany H, Borzutzky A, Bouaoud S, Boustany A, Boxe C, Boyko EJ, Brady OJ, Braithwaite D, Brant LC, Brauer M, Brazinova A, Brazo-Sayavera J, Breitborde NJK, Breitner S, Brenner H, Briko AN, Briko NI, Britton G, Brown J, Brugha T, Bulamu NB, Bulto LN, Buonsenso D, Burns RA, Busse R, Bustanji Y, Butt NS, Butt ZA, Caetano dos Santos FL, Calina D, Cámera LA, Campos LA, Campos-Nonato IR, Cao C, Cao Y, Capodici A, Cárdenas R, Carr S, Carreras G, Carrero JJ, Carugno A, Carvalheiro CG, Carvalho F, Carvalho M, Castaldelli-Maia JM, Castañeda-Orjuela CA, Castelpietra G, Catalá-López F, Catapano AL, Cattaruzza MS, Cederroth CR, Cegolon L, Cembranel F, Cenderadewi M, Cercy KM, Cerin E, Cevik M, Chadwick J, Chahine Y, Chakraborty C, Chakraborty PA, Chan JSK, Chan RNC, Chandika RM, Chandrasekar EK, Chang CK, Chang JC, Chanie GS, Charalampous P, Chattu VK, Chaturvedi P, Chatzimavridou-Grigoriadou V, Chaurasia A, Chen AW, Chen AT, Chen CS, Chen H, Chen MX, Chen S, Cheng CY, Cheng ETW, Cherbuin N, Cheru WA, Chien JH, Chimed-Ochir O, Chimoriya R, Ching PR, Chirinos-Caceres JL, Chitheer A, Cho WCS, Chong B, Chopra H, Choudhari SG, Chowdhury R, Christopher DJ, Chukwu IS, Chung E, Chung E, Chung E, Chung SC, Chutiyami M, Cindi Z, Cioffi I, Claassens MM, Claro RM, Coberly K, Cogen RM, Columbus A, Comfort H, Conde J, Cortese S, Cortesi PA, Costa VM, Costanzo S, Cousin E, Couto RAS, Cowden RG, Cramer KM, Criqui MH, Cruz-Martins N, Cuadra-Hernández SM, Culbreth GT, Cullen P, Cunningham M, Curado MP, Dadana S, Dadras O, Dai S, Dai X, Dai Z, Dalli LL, Damiani G, Darega Gela J, Das JK, Das S, Das S, Dascalu AM, Dash NR, Dashti M, Dastiridou A, Davey G, Dávila-Cervantes CA, Davis Weaver N, Davletov K, De Leo D, de Luca K, Debele AT, Debopadhaya S, Degenhardt L, Dehghan A, Deitesfeld L, Del Bo' C, Delgado-Enciso I, Demessa BH, Demetriades AK, Deng K, Deng X, Denova-Gutiérrez E, Deravi N, Dereje N, Dervenis N, Dervišević E, Des Jarlais DC, Desai HD, Desai R, Devanbu VGC, Dewan SMR, Dhali A, Dhama K, Dhimal M, Dhingra S, Dhulipala VR, Dias da Silva D, Diaz D, Diaz MJ, Dima A, Ding DD, Ding H, Dinis-Oliveira RJ, Dirac MA, Djalalinia S, Do THP, do Prado CB, Doaei S, Dodangeh M, Dodangeh M, Dohare S, Dokova KG, Dolecek C, Dominguez RMV, Dong W, Dongarwar D, D'Oria M, Dorostkar F, Dorsey ER, dos Santos WM, Doshi R, Doshmangir L, Dowou RK, Driscoll TR, Dsouza HL, Dsouza V, Du M, Dube J, Duncan BB, Duraes AR, Duraisamy S, Durojaiye OC, Dwyer-Lindgren L, Dzianach PA, Dziedzic AM, E'mar AR, Eboreime E, Ebrahimi A, Echieh CP, Edinur HA, Edvardsson D, Edvardsson K, Efendi D, Efendi F, Effendi DE, Eikemo TA, Eini E, Ekholuenetale M, Ekundayo TC, El Sayed I, Elbarazi I, Elema TB, Elemam NM, Elgar FJ, Elgendy IY, ElGohary GMT, Elhabashy HR, Elhadi M, El-Huneidi W, Elilo LT, Elmeligy OAA, Elmonem MA, Elshaer M, Elsohaby I, Emeto TI, Engelbert Bain L, Erkhembayar R, Esezobor CI, Eshrati B, Eskandarieh S, Espinosa-Montero J, Esubalew H, Etaee F, Fabin N, Fadaka AO, Fagbamigbe AF, Fahim A, Fahimi S, Fakhri-Demeshghieh A, Falzone L, Fareed M, Farinha CSES, Faris MEM, Faris PS, Faro A, Fasanmi AO, Fatehizadeh A, Fattahi H, Fauk NK, Fazeli P, Feigin VL, Feizkhah A, Fekadu G, Feng X, Fereshtehnejad SM, Feroze AH, Ferrante D, Ferrari AJ, Ferreira N, Fetensa G, Feyisa BR, Filip I, Fischer F, Flavel J, Flood D, Florin BT, Foigt NA, Folayan MO, Fomenkov AA, Foroutan B, Foroutan M, Forthun I, Fortuna D, Foschi M, Fowobaje KR, Francis KL, Franklin RC, Freitas A, Friedman J, Friedman SD, Fukumoto T, Fuller JE, Fux B, Gaal PA, Gadanya MA, Gaidhane AM, Gaihre S, Gakidou E, Galali Y, Galles NC, Gallus S, Ganbat M, Gandhi AP, Ganesan B, Ganiyani MA, Garcia-Gordillo MA, Gardner WM, Garg J, Garg N, Gautam RK, Gbadamosi SO, Gebi TG, Gebregergis MW, Gebrehiwot M, Gebremeskel TG, Georgescu SR, Getachew T, Gething PW, Getie M, Ghadiri K, Ghahramani S, Ghailan KY, Ghasemi MR, Ghasempour Dabaghi G, Ghasemzadeh A, Ghashghaee A, Ghassemi F, Ghazy RM, Ghimire A, Ghoba S, Gholamalizadeh M, Gholamian A, Gholamrezanezhad A, Gholizadeh N, Ghorbani M, Ghorbani Vajargah P, Ghoshal AG, Gill PS, Gill TK, Gillum RF, Ginindza TG, Girmay A, Glasbey JC, Gnedovskaya EV, Göbölös L, Godinho MA, Goel A, Golchin A, Goldust M, Golechha M, Goleij P, Gomes NGM, Gona PN, Gopalani SV, Gorini G, Goudarzi H, Goulart AC, Goulart BNG, Goyal A, Grada A, Graham SM, Grivna M, Grosso G, Guan SY, Guarducci G, Gubari MIM, Gudeta MD, Guha A, Guicciardi S, Guimarães RA, Gulati S, Gunawardane DA, Gunturu S, Guo C, Gupta AK, Gupta B, Gupta MK, Gupta M, Gupta RD, Gupta R, Gupta S, Gupta VB, Gupta VK, Gupta VK, Gurmessa L, Gutiérrez RA, Habibzadeh F, Habibzadeh P, Haddadi R, Hadei M, Hadi NR, Haep N, Hafezi-Nejad N, Hailu A, Haj-Mirzaian A, Halboub ES, Hall BJ, Haller S, Halwani R, Hamadeh RR, Hameed S, Hamidi S, Hamilton EB, Han C, Han Q, Hanif A, Hanifi N, Hankey GJ, Hanna F, Hannan MA, Haque MN, Harapan H, Hargono A, Haro JM, Hasaballah AI, Hasan I, Hasan MT, Hasani H, Hasanian M, Hashi A, Hasnain MS, Hassan I, Hassanipour S, Hassankhani H, Haubold J, Havmoeller RJ, Hay SI, He J, Hebert JJ, Hegazi OE, Heidari G, Heidari M, Heidari-Foroozan M, Helfer B, Hendrie D, Herrera-Serna BY, Herteliu C, Hesami H, Hezam K, Hill CL, Hiraike Y, Holla R, Horita N, Hossain MM, Hossain S, Hosseini MS, Hosseinzadeh H, Hosseinzadeh M, Hosseinzadeh Adli A, Hostiuc M, Hostiuc S, Hsairi M, Hsieh VCR, Hsu RL, Hu C, Huang J, Hultström M, Humayun A, Hundie TG, Hussain J, Hussain MA, Hussein NR, Hussien FM, Huynh HH, Hwang BF, Ibitoye SE, Ibrahim KS, Iftikhar PM, Ijo D, Ikiroma AI, Ikuta KS, Ikwegbue PC, Ilesanmi OS, Ilic IM, Ilic MD, Imam MT, Immurana M, Inamdar S, Indriasih E, Iqhrammullah M, Iradukunda A, Iregbu KC, Islam MR, Islam SMS, Islami F, Ismail F, Ismail NE, Iso H, Isola G, Iwagami M, Iwu CCD, Iyamu IO, Iyer M, J LM, Jaafari J, Jacob L, Jacobsen KH, Jadidi-Niaragh F, Jafarinia M, Jafarzadeh A, Jaggi K, Jahankhani K, Jahanmehr N, Jahrami H, Jain N, Jairoun AA, Jaiswal A, Jamshidi E, Janko MM, Jatau AI, Javadov S, Javaheri T, Jayapal SK, Jayaram S, Jebai R, Jee SH, Jeganathan J, Jha AK, Jha RP, Jiang H, Jin Y, Johnson O, Jokar M, Jonas JB, Joo T, Joseph A, Joseph N, Joshua CE, Joshy G, Jozwiak JJ, Jürisson M, K V, Kaambwa B, Kabir A, Kabir Z, Kadashetti V, Kadir DH, Kalani R, Kalankesh LR, Kalankesh LR, Kaliyadan F, Kalra S, Kamal VK, Kamarajah SK, Kamath R, Kamiab Z, Kamyari N, Kanagasabai T, Kanchan T, Kandel H, Kanmanthareddy AR, Kanmiki EW, Kanmodi KK, Kannan S S, Kansal SK, Kantar RS, Kapoor N, Karajizadeh M, Karanth SD, Karasneh RA, Karaye IM, Karch A, Karim A, Karimi SE, Karimi Behnagh A, Kashoo FZ, Kasnazani QHA, Kasraei H, Kassebaum NJ, Kassel MB, Kauppila JH, Kaur N, Kawakami N, Kayode GA, Kazemi F, Kazemian S, Kazmi TH, Kebebew GM, Kebede AD, Kebede F, Keflie TS, Keiyoro PN, Keller C, Kelly JT, Kempen JH, Kerr JA, Kesse-Guyot E, Khajuria H, Khalaji A, Khalid N, Khalil AA, Khalilian A, Khamesipour F, Khan A, Khan A, Khan G, Khan I, Khan IA, Khan MN, Khan M, Khan MJ, Khan MAB, Khan ZA, Khan suheb MZ, Khanmohammadi S, Khatab K, Khatami F, Khatatbeh H, Khatatbeh MM, Khavandegar A, Khayat Kashani HR, Khidri FF, Khodadoust E, Khorgamphar M, Khormali M, Khorrami Z, Khosravi A, Khosravi MA, Kifle ZD, Kim G, Kim J, Kim K, Kim MS, Kim YJ, Kimokoti RW, Kinzel KE, Kisa A, Kisa S, Klu D, Knudsen AKS, Kocarnik JM, Kochhar S, Kocsis T, Koh DSQ, Kolahi AA, Kolves K, Kompani F, Koren G, Kosen S, Kostev K, Koul PA, Koulmane Laxminarayana SL, Krishan K, Krishna H, Krishna V, Krishnamoorthy V, Krishnamoorthy Y, Krohn KJ, Kuate Defo B, Kucuk Bicer B, Kuddus MA, Kuddus M, Kuitunen I, Kulimbet M, Kulkarni V, Kumar A, Kumar A, Kumar H, Kumar M, Kumar R, Kumari M, Kumie FT, Kundu S, Kurmi OP, Kusnali A, Kusuma D, Kwarteng A, Kyriopoulos I, Kyu HH, La Vecchia C, Lacey B, Ladan MA, Laflamme L, Lagat AK, Lager ACJ, Lahmar A, Lai DTC, Lal DK, Lalloo R, Lallukka T, Lam H, Lám J, Landrum KR, Lanfranchi F, Lang JJ, Langguth B, Lansingh VC, Laplante-Lévesque A, Larijani B, Larsson AO, Lasrado S, Lassi ZS, Latief K, Latifinaibin K, Lauriola P, Le NHH, Le TTT, Le TDT, Ledda C, Ledesma JR, Lee M, Lee PH, Lee SW, Lee SWH, Lee WC, Lee YH, LeGrand KE, Leigh J, Leong E, Lerango TL, Li MC, Li W, Li X, Li Y, Li Z, Ligade VS, Likaka ATM, Lim LL, Lim SS, Lindstrom M, Linehan C, Liu C, Liu G, Liu J, Liu R, Liu S, Liu X, Liu X, Llanaj E, Loftus MJ, López-Bueno R, Lopukhov PD, Loreche AM, Lorkowski S, Lotufo PA, Lozano R, Lubinda J, Lucchetti G, Lugo A, Lunevicius R, Ma ZF, Maass KL, Machairas N, Machoy M, Madadizadeh F, Madsen C, Madureira-Carvalho ÁM, Maghazachi AA, Maharaj SB, Mahjoub S, Mahmoud MA, Mahmoudi A, Mahmoudi E, Mahmoudi R, Majeed A, Makhdoom IF, Malakan Rad E, Maled V, Malekzadeh R, Malhotra AK, Malhotra K, Malik AA, Malik I, Malta DC, Mamun AA, Mansouri P, Mansournia MA, Mantovani LG, Maqsood S, Marasini BP, Marateb HR, Maravilla JC, Marconi AM, Mardi P, Marino M, Marjani A, Martinez G, Martinez-Guerra BA, Martinez-Piedra R, Martini D, Martini S, Martins-Melo FR, Martorell M, Marx W, Maryam S, Marzo RR, Masaka A, Masrie A, Mathieson S, Mathioudakis AG, Mathur MR, Mattumpuram J, Matzopoulos R, Maude RJ, Maugeri A, Maulik PK, Mayeli M, Mazaheri M, Mazidi M, McGrath JJ, McKee M, McKowen ALW, McLaughlin SA, McPhail SM, Mechili EA, Medina JRC, Mediratta RP, Meena JK, Mehra R, Mehrabani-Zeinabad K, Mehrabi Nasab E, Mekene Meto T, Meles GG, Mendez-Lopez MAM, Mendoza W, Menezes RG, Mengist B, Mentis AFA, Meo SA, Meresa HA, Meretoja A, Meretoja TJ, Mersha AM, Mesfin BA, Mestrovic T, Mettananda KCD, Mettananda S, Meylakhs P, Mhlanga A, Mhlanga L, Mi T, Miazgowski T, Micha G, Michalek IM, Miller TR, Mills EJ, Minh LHN, Mini GK, Mir Mohammad Sadeghi P, Mirica A, Mirijello A, Mirrakhimov EM, Mirutse MK, Mirzaei M, Misganaw A, Mishra A, Misra S, Mitchell PB, Mithra P, Mittal C, Mobayen M, Moberg ME, Mohamadkhani A, Mohamed J, Mohamed MFH, Mohamed NS, Mohammad-Alizadeh-Charandabi S, Mohammadi S, Mohammadian-Hafshejani A, Mohammadifard N, Mohammed H, Mohammed H, Mohammed M, Mohammed S, Mohammed S, Mohan V, Mojiri-Forushani H, Mokari A, Mokdad AH, Molinaro S, Molokhia M, Momtazmanesh S, Monasta L, Mondello S, Moni MA, Moodi Ghalibaf A, Moradi M, Moradi Y, Moradi-Lakeh M, Moradzadeh M, Moraga P, Morawska L, Moreira RS, Morovatdar N, Morrison SD, Morze J, Mosser JF, Motappa R, Mougin V, Mouodi S, Mousavi P, Mousavi SE, Mousavi Khaneghah A, Mpolya EA, Mrejen M, Mubarik S, Muccioli L, Mueller UO, Mughal F, Mukherjee S, Mulita F, Munjal K, Murillo-Zamora E, Musaigwa F, Musallam KM, Mustafa A, Mustafa G, Muthupandian S, Muthusamy R, Muzaffar M, Myung W, Nagarajan AJ, Nagel G, Naghavi P, Naheed A, Naik GR, Naik G, Nainu F, Nair S, Najmuldeen HHR, Nakhostin Ansari N, Nangia V, Naqvi AA, Narasimha Swamy S, Narayana AI, Nargus S, Nascimento BR, Nascimento GG, Nasehi S, Nashwan AJ, Natto ZS, Nauman J, Naveed M, Nayak BP, Nayak VC, Nazri-Panjaki A, Ndejjo R, Nduaguba SO, Negash H, Negoi I, Negoi RI, Negru SM, Nejadghaderi SA, Nejjari C, Nena E, Nepal S, Ng M, Nggada HA, Nguefack-Tsague G, Ngunjiri JW, Nguyen AH, Nguyen DH, Nguyen HTH, Nguyen PT, Nguyen VT, Niazi RK, Nielsen KR, Nigatu YT, Nikolouzakis TK, Nikoobar A, Nikoomanesh F, Nikpoor AR, Ningrum DNA, Nnaji CA, Nnyanzi LA, Noman EA, Nomura S, Noreen M, Noroozi N, Norrving B, Noubiap JJ, Novotney A, Nri-Ezedi CA, Ntaios G, Ntsekhe M, Nuñez-Samudio V, Nurrika D, Nutor JJ, Oancea B, Obamiro KO, Oboh MA, Odetokun IA, Odogwu NM, O'Donnell MJ, Oduro MS, Ofakunrin AOD, Ogunkoya A, Oguntade AS, Oh IH, Okati-Aliabad H, Okeke SR, Okekunle AP, Okonji OC, Olagunju AT, Olaiya MT, Olatubi MI, Oliveira GMM, Olufadewa II, Olusanya BO, Olusanya JO, Oluwafemi YD, Omar HA, Omar Bali A, Omer GL, Ondayo MA, Ong S, Onwujekwe OE, Onyedibe KI, Ordak M, Orisakwe OE, Orish VN, Ortega-Altamirano DV, Ortiz A, Osman WMS, Ostroff SM, Osuagwu UL, Otoiu A, Otstavnov N, Otstavnov SS, Ouyahia A, Ouyang G, Owolabi MO, Ozten Y, P A MP, Padron-Monedero A, Padubidri JR, Pal PK, Palicz T, Palladino C, Palladino R, Palma-Alvarez RF, Pan F, Pan HF, Pana A, Panda P, Panda-Jonas S, Pandi-Perumal SR, Pangaribuan HU, Panos GD, Panos LD, Pantazopoulos I, Pantea Stoian AM, Papadopoulou P, Parikh RR, Park S, Parthasarathi A, Pashaei A, Pasovic M, Passera R, Pasupula DK, Patel HM, Patel J, Patel SK, Patil S, Patoulias D, Patthipati VS, Paudel U, Pazoki Toroudi H, Pease SA, Peden AE, Pedersini P, Pensato U, Pepito VCF, Peprah EK, Peprah P, Perdigão J, Pereira M, Peres MFP, Perianayagam A, Perico N, Pestell RG, Pesudovs K, Petermann-Rocha FE, Petri WA, Pham HT, Philip AK, Phillips MR, Pierannunzio D, Pigeolet M, Pigott DM, Pilgrim T, Piracha ZZ, Piradov MA, Pirouzpanah S, Plakkal N, Plotnikov E, Podder V, Poddighe D, Polinder S, Polkinghorne KR, Poluru R, Ponkilainen VT, Porru F, Postma MJ, Poudel GR, Pourshams A, Pourtaheri N, Prada SI, Pradhan PMS, Prakasham TN, Prasad M, Prashant A, Prates EJS, Prieto Alhambra D, PRISCILLA TINA, Pritchett N, Purohit BM, Puvvula J, Qasim NH, Qattea I, Qazi AS, Qian G, Qiu S, Qureshi MF, Rabiee Rad M, Radfar A, Radhakrishnan RA, Radhakrishnan V, Raeisi Shahraki H, Rafferty Q, Raggi A, Raghav PR, Raheem N, Rahim F, Rahim MJ, Rahimi-Movaghar V, Rahman MM, Rahman MHU, Rahman M, Rahman MA, Rahmani AM, Rahmani S, Rahmanian V, Rajaa S, Rajput P, Rakovac I, Ramasamy SK, Ramazanu S, Rana K, Ranabhat CL, Rancic N, Rane A, Rao CR, Rao IR, Rao M, Rao SJ, Rasali DP, Rasella D, Rashedi S, Rashedi V, Rashidi MM, Rasouli-Saravani A, Rasul A, Rathnaiah Babu G, Rauniyar SK, Ravangard R, Ravikumar N, Rawaf DL, Rawaf S, Rawal L, Rawassizadeh R, Rawlley B, Raza RZ, Razo C, Redwan EMM, Rehman FU, Reifels L, Reiner Jr RC, Remuzzi G, Reyes LF, Rezaei M, Rezaei N, Rezaei N, Rezaeian M, Rhee TG, Riaz MA, Ribeiro ALP, Rickard J, Riva HR, Robinson-Oden HE, Rodrigues CF, Rodrigues M, Roever L, Rogowski ELB, Rohloff P, Romadlon DS, Romero-Rodríguez E, Romoli M, Ronfani L, Roshandel G, Roth GA, Rout HS, Roy N, Roy P, Rubagotti E, Ruela GDA, Rumisha SF, Runghien T, Rwegerera GM, Rynkiewicz A, S N C, Saad AMA, Saadatian Z, Saber K, Saber-Ayad MM, SaberiKamarposhti M, Sabour S, Sacco S, Sachdev PS, Sachdeva R, Saddik B, Saddler A, Sadee BA, Sadeghi E, Sadeghi E, Sadeghian F, Saeb MR, Saeed U, Safaeinejad F, Safi SZ, Sagar R, Saghazadeh A, Sagoe D, Saheb Sharif-Askari F, Saheb Sharif-Askari N, Sahebkar A, Sahoo SS, Sahoo U, Sahu M, Saif Z, Sajid MR, Sakshaug JW, Salam N, Salamati P, Salami AA, Salaroli LB, Saleh MA, Salehi S, Salem MR, Salem MZY, Salimi S, Samadi Kafil H, Samadzadeh S, Samargandy S, Samodra YL, Samy AM, Sanabria J, Sanna F, Santomauro DF, Santos IS, Santric-Milicevic MM, Sao Jose BP, Sarasmita MA, Saraswathy SYI, Saravanan A, Saravi B, Sarikhani Y, Sarkar T, Sarmiento-Suárez R, Sarode GS, Sarode SC, Sarveazad A, Sathian B, Sathish T, Satpathy M, Sayeed A, Sayeed MA, Saylan M, Sayyah M, Scarmeas N, Schaarschmidt BM, Schlaich MP, Schlee W, Schmidt MI, Schneider IJC, Schuermans A, Schumacher AE, Schutte AE, Schwarzinger M, Schwebel DC, Schwendicke F, Šekerija M, Selvaraj S, Senapati S, Senthilkumaran S, Sepanlou SG, Serban D, Sethi Y, Sha F, Shabany M, Shafaat A, Shafie M, Shah NS, Shah PA, Shah SM, Shahabi S, Shahbandi A, Shahid I, Shahid S, Shahid W, Shahsavari HR, Shahwan MJ, Shaikh A, Shaikh MA, Shakeri A, Shalash AS, Sham S, Shamim MA, Shams-Beyranvand M, Shamshad H, Shamsi MA, Shanawaz M, Shankar A, Sharfaei S, Sharifan A, Sharifi-Rad J, Sharma R, Sharma S, Sharma U, Sharma V, Shastry RP, Shavandi A, Shayan M, Shehabeldine AME, Sheikh A, Sheikhi RA, Shen J, Shetty A, Shetty BSK, Shetty PH, Shi P, Shibuya K, Shiferaw D, Shigematsu M, Shin MJ, Shin YH, Shiri R, Shirkoohi R, Shitaye NA, Shittu A, Shiue I, Shivakumar KM, Shivarov V, Shokraneh F, Shokri A, Shool S, Shorofi SA, Shrestha S, Shuval K, Siddig EE, Silva JP, Silva LMLR, Silva S, Simpson CR, Singal A, Singh A, Singh BB, Singh G, Singh J, Singh NP, Singh P, Singh S, Sinha DN, Sinto R, Siraj MS, Sirota SB, Sitas F, Sivakumar S, Skryabin VY, Skryabina AA, Sleet DA, Socea B, Sokhan A, Solanki R, Solanki S, Soleimani H, Soliman SSM, Song S, Song Y, Sorensen RJD, Soriano JB, Soyiri IN, Spartalis M, Spearman S, Sreeramareddy CT, Srivastava VK, Stanaway JD, Stanikzai MH, Stark BA, Starnes JR, Starodubova AV, Stein C, Stein DJ, Steinbeis F, Steiner C, Steinmetz JD, Steiropoulos P, Stevanović A, Stockfelt L, Stokes MA, Stortecky S, Subramaniyan V, Suleman M, Suliankatchi Abdulkader R, Sultana A, Sun HZ, Sun J, Sundström J, Sunkersing D, Sunnerhagen KS, Swain CK, Szarpak L, Szeto MD, Szócska M, Tabaee Damavandi P, Tabarés-Seisdedos R, Tabatabaei SM, Tabatabaei Malazy O, Tabatabaeizadeh SA, Tabatabai S, Tabish M, TADAKAMADLA JYOTHI, Tadakamadla SK, Taheri Abkenar Y, Taheri Soodejani M, Taiba J, Takahashi K, Talaat IM, Talukder A, Tampa M, Tamuzi JL, Tan KK, Tandukar S, Tang H, Tang HK, Tarigan IU, Tariku MK, Tariqujjaman M, Tarkang EE, Tavakoli Oliaee R, Tavangar SM, Taveira N, Tefera YM, Temsah MH, Temsah RMH, Teramoto M, Tesler R, Teye-Kwadjo E, Thakur R, Thangaraju P, Thankappan KR, Tharwat S, Thayakaran R, Thomas N, Thomas NK, Thomson AM, Thrift AG, Thum CCC, Thygesen LC, Tian J, Tichopad A, Ticoalu JHV, Tillawi T, Tiruye TY, Titova MV, Tonelli M, Topor-Madry R, Toriola AT, Torre AE, Touvier M, Tovani-Palone MR, Tran JT, Tran NM, Trico D, Tromans SJ, Truyen TTTT, Tsatsakis A, Tsegay GM, Tsermpini EE, Tumurkhuu M, Tung K, Tyrovolas S, Uddin SMN, Udoakang AJ, Udoh A, Ullah A, Ullah I, Ullah S, Ullah S, Umakanthan S, Umeokonkwo CD, Unim B, Unnikrishnan B, Unsworth CA, Upadhyay E, Urso D, Usman JS, Vahabi SM, Vaithinathan AG, Valizadeh R, Van de Velde SM, Van den Eynde J, Varga O, Vart P, Varthya SB, Vasankari TJ, Vasic M, Vaziri S, Vellingiri B, Venketasubramanian N, Verghese NA, Verma M, Veroux M, Verras GI, Vervoort D, Villafañe JH, Villanueva GI, Vinayak M, Violante FS, Viskadourou M, Vladimirov SK, Vlassov V, Vo B, Vollset SE, Vongpradith A, Vos T, Vujcic IS, Vukovic R, Wafa HA, Waheed Y, Wamai RG, Wang C, Wang N, Wang S, Wang S, Wang Y, Wang YP, Waqas M, Ward P, Wassie EG, Watson S, Watson SLW, Weerakoon KG, Wei MY, Weintraub RG, Weiss DJ, Westerman R, Whisnant JL, Wiangkham T, Wickramasinghe DP, Wickramasinghe ND, Wilandika A, Wilkerson C, Willeit P, Wilson S, Wojewodzic MW, Woldegebreal DH, Wolf AW, Wolfe CDA, Wondimagegene YA, Wong YJ, Wongsin U, Wu AM, Wu C, Wu F, Wu X, Wu Z, Xia J, Xiao H, Xie Y, Xu S, Xu WD, Xu X, Xu YY, Yadollahpour A, Yamagishi K, Yang D, Yang L, Yano Y, Yao Y, Yaribeygi H, Ye P, Yehualashet SS, Yesiltepe M, Yesuf SA, Yezli S, Yi S, Yigezu A, Yiğit A, Yiğit V, Yip P, Yismaw MB, Yismaw Y, Yon DK, Yonemoto N, Yoon SJ, You Y, Younis MZ, Yousefi Z, Yu C, Yu Y, Yuh FH, Zadey S, Zadnik V, Zafari N, Zakham F, Zaki N, Zaman SB, Zamora N, Zand R, Zangiabadian M, Zar HJ, Zare I, Zarrintan A, Zeariya MGM, Zeinali Z, Zhang H, Zhang J, Zhang J, Zhang L, Zhang Y, Zhang ZJ, Zhao H, Zhong C, Zhou J, Zhu B, Zhu L, Ziafati M, Zielińska M, Zitoun OA, Zoladl M, Zou Z, Zuhlke LJ, Zumla A, Zweck E, Zyoud SH, Wool EE, Murray CJL. Global burden of 288 causes of death and life expectancy decomposition in 204 countries and territories and 811 subnational locations, 1990-2021: a systematic analysis for the Global Burden of Disease Study 2021. Lancet 2024; 403:2100-2132. [PMID: 38582094 DOI: 10.1016/s0140-6736(24)00367-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 02/15/2024] [Accepted: 02/22/2024] [Indexed: 04/08/2024]
Abstract
BACKGROUND Regular, detailed reporting on population health by underlying cause of death is fundamental for public health decision making. Cause-specific estimates of mortality and the subsequent effects on life expectancy worldwide are valuable metrics to gauge progress in reducing mortality rates. These estimates are particularly important following large-scale mortality spikes, such as the COVID-19 pandemic. When systematically analysed, mortality rates and life expectancy allow comparisons of the consequences of causes of death globally and over time, providing a nuanced understanding of the effect of these causes on global populations. METHODS The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2021 cause-of-death analysis estimated mortality and years of life lost (YLLs) from 288 causes of death by age-sex-location-year in 204 countries and territories and 811 subnational locations for each year from 1990 until 2021. The analysis used 56 604 data sources, including data from vital registration and verbal autopsy as well as surveys, censuses, surveillance systems, and cancer registries, among others. As with previous GBD rounds, cause-specific death rates for most causes were estimated using the Cause of Death Ensemble model-a modelling tool developed for GBD to assess the out-of-sample predictive validity of different statistical models and covariate permutations and combine those results to produce cause-specific mortality estimates-with alternative strategies adapted to model causes with insufficient data, substantial changes in reporting over the study period, or unusual epidemiology. YLLs were computed as the product of the number of deaths for each cause-age-sex-location-year and the standard life expectancy at each age. As part of the modelling process, uncertainty intervals (UIs) were generated using the 2·5th and 97·5th percentiles from a 1000-draw distribution for each metric. We decomposed life expectancy by cause of death, location, and year to show cause-specific effects on life expectancy from 1990 to 2021. We also used the coefficient of variation and the fraction of population affected by 90% of deaths to highlight concentrations of mortality. Findings are reported in counts and age-standardised rates. Methodological improvements for cause-of-death estimates in GBD 2021 include the expansion of under-5-years age group to include four new age groups, enhanced methods to account for stochastic variation of sparse data, and the inclusion of COVID-19 and other pandemic-related mortality-which includes excess mortality associated with the pandemic, excluding COVID-19, lower respiratory infections, measles, malaria, and pertussis. For this analysis, 199 new country-years of vital registration cause-of-death data, 5 country-years of surveillance data, 21 country-years of verbal autopsy data, and 94 country-years of other data types were added to those used in previous GBD rounds. FINDINGS The leading causes of age-standardised deaths globally were the same in 2019 as they were in 1990; in descending order, these were, ischaemic heart disease, stroke, chronic obstructive pulmonary disease, and lower respiratory infections. In 2021, however, COVID-19 replaced stroke as the second-leading age-standardised cause of death, with 94·0 deaths (95% UI 89·2-100·0) per 100 000 population. The COVID-19 pandemic shifted the rankings of the leading five causes, lowering stroke to the third-leading and chronic obstructive pulmonary disease to the fourth-leading position. In 2021, the highest age-standardised death rates from COVID-19 occurred in sub-Saharan Africa (271·0 deaths [250·1-290·7] per 100 000 population) and Latin America and the Caribbean (195·4 deaths [182·1-211·4] per 100 000 population). The lowest age-standardised death rates from COVID-19 were in the high-income super-region (48·1 deaths [47·4-48·8] per 100 000 population) and southeast Asia, east Asia, and Oceania (23·2 deaths [16·3-37·2] per 100 000 population). Globally, life expectancy steadily improved between 1990 and 2019 for 18 of the 22 investigated causes. Decomposition of global and regional life expectancy showed the positive effect that reductions in deaths from enteric infections, lower respiratory infections, stroke, and neonatal deaths, among others have contributed to improved survival over the study period. However, a net reduction of 1·6 years occurred in global life expectancy between 2019 and 2021, primarily due to increased death rates from COVID-19 and other pandemic-related mortality. Life expectancy was highly variable between super-regions over the study period, with southeast Asia, east Asia, and Oceania gaining 8·3 years (6·7-9·9) overall, while having the smallest reduction in life expectancy due to COVID-19 (0·4 years). The largest reduction in life expectancy due to COVID-19 occurred in Latin America and the Caribbean (3·6 years). Additionally, 53 of the 288 causes of death were highly concentrated in locations with less than 50% of the global population as of 2021, and these causes of death became progressively more concentrated since 1990, when only 44 causes showed this pattern. The concentration phenomenon is discussed heuristically with respect to enteric and lower respiratory infections, malaria, HIV/AIDS, neonatal disorders, tuberculosis, and measles. INTERPRETATION Long-standing gains in life expectancy and reductions in many of the leading causes of death have been disrupted by the COVID-19 pandemic, the adverse effects of which were spread unevenly among populations. Despite the pandemic, there has been continued progress in combatting several notable causes of death, leading to improved global life expectancy over the study period. Each of the seven GBD super-regions showed an overall improvement from 1990 and 2021, obscuring the negative effect in the years of the pandemic. Additionally, our findings regarding regional variation in causes of death driving increases in life expectancy hold clear policy utility. Analyses of shifting mortality trends reveal that several causes, once widespread globally, are now increasingly concentrated geographically. These changes in mortality concentration, alongside further investigation of changing risks, interventions, and relevant policy, present an important opportunity to deepen our understanding of mortality-reduction strategies. Examining patterns in mortality concentration might reveal areas where successful public health interventions have been implemented. Translating these successes to locations where certain causes of death remain entrenched can inform policies that work to improve life expectancy for people everywhere. FUNDING Bill & Melinda Gates Foundation.
Collapse
|
3
|
Vollset SE, Ababneh HS, Abate YH, Abbafati C, Abbasgholizadeh R, Abbasian M, Abbastabar H, Abd Al Magied AHA, Abd ElHafeez S, Abdelkader A, Abdelmasseh M, Abd-Elsalam S, Abdi P, Abdollahi M, Abdoun M, Abdullahi A, Abebe M, Abiodun O, Aboagye RG, Abolhassani H, Abouzid M, Aboye GB, Abreu LG, Absalan A, Abualruz H, Abubakar B, Abukhadijah HJJ, Addolorato G, Adekanmbi V, Adetunji CO, Adetunji JB, Adeyeoluwa TE, Adha R, Adhikary RK, Adnani QES, Adzigbli LA, Afrashteh F, Afzal MS, Afzal S, Agbozo F, Agodi A, Agrawal A, Agyemang-Duah W, Ahinkorah BO, Ahlstrom AJ, Ahmad A, Ahmad F, Ahmad MM, Ahmad S, Ahmad S, Ahmed A, Ahmed A, Ahmed H, Ahmed S, Ahmed SA, Akinosoglou K, Akkaif MA, Akrami AE, Akter E, Al Awaidy S, Al Hasan SM, Al Mosa AS, Al Ta'ani O, Al Zaabi OAM, Alahdab F, Alajlani MM, Al-Ajlouni Y, Alalalmeh SO, Al-Aly Z, Alam K, Alam N, Alam T, Alam Z, Al-amer RM, Alanezi FM, Alanzi TM, Albakri A, Aldhaleei WA, Aldridge RW, Alemohammad SY, Alemu YM, Al-Gheethi AAS, Al-Hanawi MK, Ali A, Ali A, Ali I, Ali MU, Ali R, Ali SSS, Ali VE, Ali W, Al-Ibraheem A, Alicandro G, Alif SM, Aljunid SM, Alla F, Almazan JU, Al-Mekhlafi HM, Alqutaibi AY, Alrawashdeh A, Alrousan SM, Al-Sabah SK, Alsabri MA, Altaany Z, Al-Tammemi AB, Al-Tawfiq JA, Altirkawi KA, Aluh DO, Alvis-Guzman N, Al-Wardat MS, Al-Worafi YM, Aly H, Alyahya MS, Alzoubi KH, Al-Zyoud W, Amani R, Ameyaw EK, Amin TT, Amindarolzarbi A, Amiri S, Amirzade-Iranaq MH, Amu H, Amugsi DA, Ancuceanu R, Anderlini D, Anderson DB, Andrade PP, Andrei CL, Andrei T, Andrews EA, Anil A, Anil S, Anoushiravani A, Antony CM, Antriyandarti E, Anuoluwa BS, Anvari S, Anyasodor AE, Appiah F, Aquilano M, Arab JP, Arabloo J, Arafa EA, Arafat M, Aravkin AY, Ardekani A, Areda D, Aregawi BB, Aremu A, Ariffin H, Arkew M, Armani K, Artamonov AA, Arumugam A, Asghari-Jafarabadi M, Ashbaugh C, Astell-Burt T, Athari SS, Atorkey P, Atout MMW, Aujayeb A, Ausloos M, Awad H, Awotidebe AW, Ayatollahi H, Ayuso-Mateos JL, Azadnajafabad S, Azeez FK, Azevedo RMS, Badar M, Baghdadi S, Bagheri M, Bagheri N, Bai R, Baker JL, Bako AT, Balakrishnan S, Balcha WF, Baltatu OC, Barchitta M, Bardideh E, Barker-Collo SL, Bärnighausen TW, Barqawi HJ, Barteit S, Basiru A, Basso JD, Bastan MM, Basu S, Bauckneht M, Baune BT, Bayati M, Bayileyegn NS, Behnoush AH, Behzadi P, Beiranvand M, Bello OO, Belo L, Beloukas A, Bemanalizadeh M, Bensenor IM, Benzian H, Beran A, Berezvai Z, Bernstein RS, Bettencourt PJG, Beyene KA, Beyene MG, Bhagat DS, Bhagavathula AS, Bhala N, Bhandari D, Bharadwaj R, Bhardwaj N, Bhardwaj P, Bhargava A, Bhaskar S, Bhat V, Bhattacharjee NV, Bhatti GK, Bhatti JS, Bhatti MS, Bhuiyan MA, Bisignano C, Biswas B, Bjørge T, Bodolica V, Bodunrin AO, Bonakdar Hashemi M, Bora Basara B, Borhany H, Bosoka SA, Botero Carvajal A, Bouaoud S, Boufous S, Boxe C, Boyko EJ, Brady OJ, Braithwaite D, Brauer M, Brazo-Sayavera J, Brenner H, Brown CS, Browne AJ, Brugha T, Bryazka D, Bulamu NB, Buonsenso D, Burkart K, Burns RA, Busse R, Bustanji Y, Butt ZA, Caetano dos Santos FL, Çakmak Barsbay M, Calina D, Campos LA, Cao S, Capodici A, Cárdenas R, Carreras G, Carugno A, Carvalho M, Castaldelli-Maia JM, Castelpietra G, Cattaruzza MS, Caye A, Cegolon L, Cembranel F, Cenko E, Cerin E, Chadban SJ, Chadwick J, Chakraborty C, Chakraborty S, Chalek J, Chan JSK, Chandika RM, Chandy S, Charan J, Chaudhary AA, Chaurasia A, Chen AT, Chen H, Chen MX, Chen S, Cherbuin N, Chi G, Chichagi F, Chimed-Ochir O, Chimoriya R, Ching PR, Chirinos-Caceres JL, Chitheer A, Cho DY, Cho WCS, Choi DW, Chong B, Chong CL, Chopra H, Chu DT, Chung E, Chutiyami M, Clayton JT, Cogen RM, Cohen AJ, Columbus A, Comfort H, Conde J, Connolly JT, Cooper EEK, Cortese S, Cruz-Martins N, da Silva AG, Dadras O, Dai X, Dai Z, Dalton BE, Damiani G, Dandona L, Dandona R, Das JK, Das S, Das S, Dash NR, Davletov K, De la Hoz FP, De Leo D, Debopadhaya S, Delgado-Enciso I, Denova-Gutiérrez E, Dervenis N, Desai HD, Devanbu VGC, Dewan SMR, Dhama K, Dhane AS, Dhingra S, Dias da Silva D, Diaz D, Diaz LA, Diaz MJ, Dima A, Ding DD, Do THP, do Prado CB, Dodangeh M, Dodangeh M, Doegah PT, Dohare S, Dong W, D'Oria M, Doshi R, Dowou RK, Dsouza HL, Dsouza V, Dube J, Dumith SC, Duncan BB, Duraes AR, Duraisamy S, Durojaiye OC, Dushpanova A, Dutta S, Dzianach PA, Dziedzic AM, Eboreime E, Ebrahimi A, Ebrahimi Kalan M, Edinur HA, Efendi F, Eikemo TA, Eini E, Ekundayo TC, El Arab RA, El Sayed I, Elamin O, Elemam NM, ElGohary GMT, Elhadi M, Elmeligy OAA, Elmoselhi AB, Elshaer M, Elsohaby I, Eltahir ME, Emeto TI, Eshrati B, Eslami M, Esmaeili Z, Fabin N, Fagbamigbe AF, Fagbule OF, Falzone L, Fareed M, Farinha CSES, Faris MEM, Faro A, Fasihi K, Fatehizadeh A, Fauk NK, Fazylov T, Feigin VL, Fekadu G, Feng X, Fereshtehnejad SM, Ferrara P, Ferreira N, Firew BS, Fischer F, Fitriana I, Flavel J, Flor LS, Folayan MO, Foley KM, Fonzo M, Force LM, Foschi M, Freitas A, Fridayani NKY, Fukutaki KG, Furtado JM, Fux B, Gaal PA, Gadanya MA, Gallus S, Ganesan B, Ganiyani MA, Gautam RK, Gebi TG, Gebregergis MW, Gebrehiwot M, Getacher L, Getahun GKA, Gething PW, Ghadimi DJ, Ghadirian F, Ghafarian S, Ghailan KY, Ghasemi M, Ghasempour Dabaghi G, Ghazy RM, Ghoba S, Gholami E, Gholamrezanezhad A, Gholizadeh N, Ghorbani M, Ghorbani Vajargah P, Ghotbi E, Gil AU, Gill TK, Girmay A, Glasbey JC, Glushkova EV, Gnedovskaya EV, Göbölös L, Goldust M, Goleij P, Golinelli D, Gopalani SV, Goulart AC, Gouravani M, Goyal A, Grivna M, Grosso G, Guarducci G, Gubari MIM, Guicciardi S, Guimarães RA, Gulati S, Gulisashvili D, Gunawardane DA, Guo C, Gupta AK, Gupta R, Gupta R, Gupta R, Gupta S, Gupta VK, Haakenstad A, Hadi NR, Haep N, Hafiz A, Haghmorad D, Haile D, Hajj Ali A, Hajj Ali A, Haj-Mirzaian A, Halboub ES, Haller S, Halwani R, Hamagharib Abdullah K, Hamdy NM, Hamoudi R, Hanifi N, Hankey GJ, Haq ZA, Haque MR, Harapan H, Hargono A, Haro JM, Hasaballah AI, Hasan SMM, Hasanian M, Hasnain MS, Hassan A, Haubold J, Hay SI, Hebert JJ, Hegazi OE, Heidari M, Hemmati M, Henson CA, Herrera-Serna BY, Herteliu C, Heydari M, Hezam K, Hidayana I, Hiraike Y, Hoan NQ, Holla R, Hoogar P, Horita N, Hossain MM, Hosseinzadeh H, Hosseinzadeh M, Hostiuc M, Hostiuc S, Hu C, Huang J, Hultström M, Hundie TG, Hunt AJ, Hushmandi K, Hussain J, Hussain MA, Hussein NR, Huynh HH, Hwang BF, Ibitoye SE, Iftikhar PM, Ikiroma AI, Ikwegbue PC, Ilic IM, Ilic MD, Immurana M, Isa MA, Islam MR, Islam SMS, Ismail F, Ismail NE, Isola G, Iwagami M, Iyamu IO, Jacob L, Jacobsen KH, Jafarinia M, Jahankhani K, Jahanmehr N, Jain N, Jairoun AA, Jakhmola Mani DR, Jamil S, Jamora RDG, Jatau AI, Javadov S, Javaheri T, Jayaram S, Jee SH, Jeganathan J, Jiang H, Jokar M, Jonas JB, Joseph N, Joshua CE, Jürisson M, K V, Kabir A, Kabir Z, Kadashetti V, Kalankesh LR, Kalra S, Kamath A, Kamath R, Kamireddy A, Kanaan M, Kanchan T, Kanmiki EW, Kanmodi KK, Kansal SK, Karim A, Karkhah S, Kashoo FZ, Kasraei H, Kassel MB, Katikireddi SV, Kauppila JH, Kaur H, Kayode GA, Kazemi F, Kazemian S, Kebede F, Kendal ES, Kesse-Guyot E, Khademvatan S, Khajuria H, Khalaji A, Khalid A, Khalid N, Khalilian A, Khamesipour F, Khan F, Khan MJ, Khan MAB, Khanmohammadi S, Khatab K, Khatatbeh H, Khatatbeh MM, Khatib MN, Khayat Kashani HR, Kheirallah KA, Khokhar M, Khormali M, Khorrami Z, Khosla AA, Khosravi M, Khosrowjerdi M, Khubchandani J, Kifle ZD, Kim G, Kim JS, Kim MS, Kim YJ, Kimokoti RW, Kisa A, Kisa S, Knibbs LD, Knudsen AKS, Kochhar S, Kolahi AA, Kompani F, Koren G, Korzh O, Krishan K, Krishna V, Krishnamoorthy V, Kucuk Bicer B, Kuddus MA, Kuddus M, Kuitunen I, Kujan O, Kulimbet M, Kulkarni V, Kumar GA, Kumar H, Kumar N, Kumar R, Kumar V, Kundu A, Kusuma D, Kyei-Arthur F, Kytö V, Kyu HH, La Vecchia C, Lacey B, Ladan MA, Laflamme L, Lahariya C, Lai DTC, Lalloo R, Lallukka T, Lám J, Lan Q, Lan T, Landires I, Lanfranchi F, Langguth B, Lansingh VC, Laplante-Lévesque A, Larijani B, Larsson AO, Lasrado S, Lauriola P, Lawlor HR, Le HH, Le LKD, Le NHH, Le TTT, Le TDT, Leasher JL, Lee DW, Lee M, Lee PH, Lee SW, Lee SW, Lee SWH, Lee YH, Leigh J, Leong E, Li MC, Libra M, Ligade VS, Lim LL, Lim SS, Limenh LW, Lindholm D, Lindstedt PA, Listl S, Liu G, Liu S, Liu S, Liu X, Liu X, Llanaj E, López-Bueno R, López-Gil JF, Loreche AM, Lotufo PA, Lozano R, Lubinda J, Lucchetti G, Luo L, Lusk JB, Lv L, M Amin HI, Ma ZF, Maass KL, Machairas N, Machoy M, Madureira-Carvalho ÁM, Magdy Abd El Razek H, Maghazachi AA, Mahadeshwara Prasad D, Mahalleh M, Mahasha PW, Mahmoud MA, Mahmoudi E, Mahmoudvand G, Makama M, Malakan Rad E, Malhotra K, Malik AA, Malta DC, Manla Y, Mansour A, Mansouri MH, Mansouri P, Mansouri V, Mansourian M, Mansournia MA, Marasini BP, Marateb HR, Maravilla JC, Mardi P, Marjani A, Markazi Moghadam H, Marrugo Arnedo CA, Martinez G, Martinez-Piedra R, Martins-Melo FR, Martorell M, Marx W, Marzo RR, Masoudi S, Mathangasinghe Y, Mathioudakis AG, Mathur M, Mathur N, Mathur N, Matozinhos FP, Mattumpuram J, Maude RJ, Maugeri A, Mayeli M, Mazidi M, Mazzotti A, McGrath JJ, McKee M, McKowen ALW, McPhail MA, McPhail SM, Mehmood A, Mehrabani-Zeinabad K, Mehravar S, Mekene Meto T, Melese EB, Mendez-Lopez MAM, Mendoza W, Menezes RG, Mensah GA, Mensah LG, Mentis AFA, Meo SA, Meretoja A, Meretoja TJ, Mersha AM, Mestrovic T, Mettananda KCD, Mettananda S, Mhlanga A, Mhlanga L, Miazgowski T, Michalek IM, Micheletti Gomide Nogueira de Sá AC, Miller TR, Minh LHN, Mirahmadi A, Mirijello A, Mirrakhimov EM, Mirzaei R, Mitchell PB, Mittal C, Moberg ME, Moghadam Fard A, Mohajelin S, Mohamadkhani A, Mohamed AI, Mohamed J, Mohamed MFH, Mohamed NS, Mohammad AM, Mohammadi S, Mohammed H, Mohammed M, Mohammed S, Mokdad AH, Molokhia M, Momani SM, Momtazmanesh S, Monasta L, Mondello S, Moni MA, Montazeri F, Moodi Ghalibaf A, Moradi M, Moradi Y, Moraga P, Morawska L, Moreira RS, Morovatdar N, Morrison SD, Mosapour A, Mosser JF, Mossialos E, Motappa R, Mougin V, Mousavi P, Mrejen M, Mubarik S, Mueller UO, Mulita F, Munjal K, Murillo-Zamora E, Musallam KM, Musina AM, Mustafa G, Myung W, Nafei A, Nagarajan AJ, Naghavi P, Naik GR, Naik G, Nainu F, Najdaghi S, Nakhostin Ansari N, Nangia V, Narasimha Swamy S, Nargus S, Narimani Davani D, Nascimento BR, Nascimento GG, Naser AY, Nashwan AJ, Natto ZS, Nauman J, Navaratna SNK, Naveed M, Nawsherwan, Nayak BP, Nayak VC, Negash H, Negoi I, Negoi RI, Nejadghaderi SA, Nejjari C, Nematollahi S, Netsere HB, Ng M, Nguefack-Tsague G, Ngunjiri JW, Nguyen AH, Nguyen DH, Nguyen DH, Nguyen HTH, Nguyen N, Nguyen NNY, Nguyen PT, Nguyen QP, Nguyen VT, Nguyen Tran Minh D, Niazi RK, Nigatu YT, Niknam M, Nikoobar A, Nikpoor AR, Nikravangolsefid N, Noman EA, Nomura S, Noor STA, Noroozi N, Nouri M, Nozari M, Nri-Ezedi CA, Ntaios G, Nunemo MH, Nurrika D, Nutor JJ, Nzoputam CI, Nzoputam OJ, Oancea B, Obamiro KO, Odetokun IA, Oduro MS, Ogundijo OA, Ogunfowokan AA, Ogunkoya A, Oguntade AS, Oh IH, Ojo-Akosile TR, Okati-Aliabad H, Okekunle AP, Okonji OC, Olagunju AT, Olatubi MI, Oliveira GMM, Olusanya BO, Olusanya JO, Oluwafemi YD, Omar HA, Omer GL, Ong S, Onie S, Onwujekwe OE, Opejin AO, Ordak M, Orish VN, Ortiz A, Ortiz-Prado E, Osman WMS, Ostojic SM, Ostroff SM, Osuagwu UL, Otoiu A, Otstavnov SS, Ouyahia A, Owolabi MO, Oyeyemi OT, Ozair A, P A MP, Padron-Monedero A, Padubidri JR, Pal PK, Palicz T, Pan F, Pan HF, Panda-Jonas S, Pandey A, Pando-Robles V, Pangaribuan HU, Panos GD, Panos LD, Pantazopoulos I, Pantea Stoian AM, Parikh RR, Park EK, Park S, Park S, Parsons N, Parthasarathi A, Pasovic M, Passera R, Patel J, Pathan AR, Patil S, Patoulias D, Pawar S, Pazoki Toroudi H, Pease SA, Peden AE, Pedersini P, Pensato U, Pepito VCF, Peprah P, Pereira M, Pereira MO, Perianayagam A, Perico N, Perna S, Pesudovs K, Petermann-Rocha FE, Pham HT, Philip AK, Phillips MR, Pigeolet M, Piradov MA, Pisoni E, Plotnikov E, Poddighe D, Polibin RV, Poluru R, Ponkilainen VT, Popovic DS, Postma MJ, Pour-Rashidi A, Prabhu D, Prada SI, Pradhan J, Pradhan PMS, Prashant A, Prates EJS, Priscilla T, Purnobasuki H, Purohit BM, Puvvula J, Qasim NH, Qattea I, Qazi AS, Qian G, Rabiee Rad M, Radhakrishnan V, Raeisi Shahraki H, Rafferty Q, Raggi A, Raggi C, Raheem N, Rahim F, Rahim MJ, Rahimibarghani S, Rahman MMMR, Rahman M, Rahman MA, Rahman T, Rahmani AM, Rahmanian M, Rahmanian N, Rahmati R, Rahmawaty S, Raimondo D, Raja A, Rajput P, Ramadan M, Ramasamy SK, Ramazanu S, Ramteke PW, Rana K, Rana RK, Ranabhat CL, Rane A, Rao CR, Rao M, Rasella D, Rashedi V, Rashid AM, Rasouli-Saravani A, Rastogi P, Rasul A, Rathish D, Rathnaiah Babu G, Rauniyar SK, Ravangard R, Rawaf DL, Rawaf S, Raza RZ, Redwan EMM, Reifels L, Reitsma MB, Remuzzi G, Rengasamy KRR, Reshmi B, Resnikoff S, Restaino S, Reyes LF, Rezaei N, Rezaei N, Rezaei ZS, Rezaeian M, Rhee TG, Rickard J, Robalik T, Robinson-Oden HE, Rocha HAL, Rodrigues M, Rodriguez JAB, Roever L, Romadlon DS, Ronfani L, Rony MKK, Roshandel G, Rotimi K, Rout HS, Roy B, Rubagotti E, Ruela GDA, Rumisha SF, Runghien T, Russo M, Saad AMA, Saber K, Saber-Ayad MM, Sabet CJ, Sabour S, Sachdev PS, Saddler A, Sadee BA, Sadeghi M, Saeb MR, Saeed U, Safi SZ, Sagar R, Saghafi A, Sagoe D, Sahebkar A, Sahoo PM, Sajid MR, Salam N, Salamati P, Salami AA, Saleh MA, Salehi L, Salem MR, Salemcity AJ, Salimi S, Samadi Kafil H, Samargandy S, Samodra YL, Samy AM, Sanabria J, Sanna F, Santric-Milicevic MM, Sao Jose BP, Saraswathy SYI, Saravanan A, Sarmiento-Suárez R, Sarode GS, Sarode SC, Sartorius B, Satpathy M, Sayeed A, Scarmeas N, Schaarschmidt BM, Schinckus C, Schuermans A, Schumacher AE, Schutte AE, Schwebel DC, Schwendicke F, Selvaraj S, Semreen MH, Senapati S, Sengupta P, Senthilkumaran S, Serban D, Sethi Y, Seylani A, Shafie M, Shah PA, Shahbandi A, Shahid S, Shahid W, Shahsavari HR, Shahwan MJ, Shaikh MA, Shalash AS, Shamekh A, Shamim MA, Shanawaz M, Shankar A, Shannawaz M, Sharath M, Sharfaei S, Sharifan A, Sharifi-Rad J, Sharma A, Sharma M, Sharma S, Sharma V, Shastry RP, Shayan M, Shekhar S, Shenoy RR, Shetty M, Shetty PH, Shetty PK, Shi P, Shiani A, Shigematsu M, Shimels T, Shiri R, Shittu A, Shiue I, Shivakumar KM, Shool S, Shorofi SA, Shrestha S, Shuval K, Si Y, Siddig EE, Sidhu JK, Silva JP, Silva LMLR, Silva S, Silva TPR, Simpson CR, Simpson KE, Singh A, Singh BB, Singh B, Singh H, Singh J, Singh P, Singh P, Skou ST, Smith G, Sobia F, Socea B, Solanki S, Soleimani H, Soliman SSM, Song Y, Soyiri IN, Spartalis M, Spearman S, Sreeramareddy CT, Stanaway JD, Stanikzai MH, Starodubova AV, Stein DJ, Steiner C, Steiropoulos P, Stockfelt L, Stokes MA, Straif K, Subedi N, Suliankatchi Abdulkader R, Sultana A, Sun J, Sundström J, Swain CK, Szarpak L, Szeto MD, Tabaee Damavandi P, Tabarés-Seisdedos R, Tabatabaei Malazy O, Tabatabaeizadeh SA, Tabatabai S, Tabb KM, Tabche C, Tabish M, Taheri Abkenar Y, Taheri Soodejani M, Taiba J, Talaat IM, Tamuzi JL, Tan KK, Tang H, Tat NY, Tavakoli Oliaee R, Tavangar SM, Taveira N, Tbakhi A, Tehrani H, Temsah MH, Teramoto M, Tesfaye BT, Teye-Kwadjo E, Thangaraju P, Thankappan KR, Thapar R, Thayakaran R, Thirunavukkarasu S, Thomas N, Thygesen LC, Ticoalu JHV, Timalsena D, Tiruye TY, Tiwari K, Tomo S, Tonelli M, Topor-Madry R, Touvier M, Tovani-Palone MR, Tran AT, Tran JT, Tran NM, Tran TH, Trico D, Tromans SJ, Truyen TTTT, Tsatsakis A, Tsermpini EE, Tumurkhuu M, Turnock ST, Udoh A, Ullah A, Ullah S, Ullah S, Umakanthan S, Umar M, Umar SS, Unim B, Unnikrishnan B, Upadhyay E, Usman JS, Vahdati S, Vaithinathan AG, Vakili O, Valizadeh R, Van den Eynde J, Vart P, Varthya SB, Vasankari TJ, Vasic M, Venketasubramanian N, Veroux M, Verras GI, Vervoort D, Vijayageetha M, Villafañe JH, Vinayak M, Violante FS, Vladimirov SK, Vlassov V, Vo B, Vohra K, Vos T, Wadood AW, Waheed Y, Wang F, Wang S, Wang S, Wang Y, Wang Y, Wang YP, Wanjau MN, Waqas M, Ward P, Waris A, Wassie EG, Watson S, Weaver MR, Weerakoon KG, Weintraub RG, Weldetinsaa HLL, Wells KM, Wen YF, Westerman R, Wiangkham T, Wickramasinghe DP, Widowati E, Wojewodzic MW, Woldeyes DH, Wolf AW, Wolfe CDA, Wu C, Wu D, Wu F, Wu J, Wu Z, Wulf Hanson S, Xiao H, Xu S, Yadav R, Yamagishi K, Yang D, Yano Y, Yarahmadi A, Yazdani Nia I, Ye P, Yesodharan R, Yesuf SA, Yezli S, Yiğit A, Yiğit V, Yigzaw ZA, Yin D, Yip P, Yonemoto N, You Y, Younis MZ, Yu C, Yu EA, Yu Y, Yuan CW, Yusuf H, Zafar U, Zafari N, Zahid MH, Zakham F, Zaki N, Zerfu TA, Zhang H, Zhang J, Zhang L, Zhang Y, Zhang Z, Zhao XJG, Zhao Y, Zhao Z, Zhong C, Zhou B, Zhou J, Zhou S, Zhu B, Zhumagaliuly A, Zielińska M, Zoghi G, Zumla A, Zyoud SH, Zyoud SH, Smith AE, Murray CJL. Burden of disease scenarios for 204 countries and territories, 2022-2050: a forecasting analysis for the Global Burden of Disease Study 2021. Lancet 2024; 403:2204-2256. [PMID: 38762325 DOI: 10.1016/s0140-6736(24)00685-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Revised: 03/29/2024] [Accepted: 04/02/2024] [Indexed: 05/20/2024]
Abstract
BACKGROUND Future trends in disease burden and drivers of health are of great interest to policy makers and the public at large. This information can be used for policy and long-term health investment, planning, and prioritisation. We have expanded and improved upon previous forecasts produced as part of the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) and provide a reference forecast (the most likely future), and alternative scenarios assessing disease burden trajectories if selected sets of risk factors were eliminated from current levels by 2050. METHODS Using forecasts of major drivers of health such as the Socio-demographic Index (SDI; a composite measure of lag-distributed income per capita, mean years of education, and total fertility under 25 years of age) and the full set of risk factor exposures captured by GBD, we provide cause-specific forecasts of mortality, years of life lost (YLLs), years lived with disability (YLDs), and disability-adjusted life-years (DALYs) by age and sex from 2022 to 2050 for 204 countries and territories, 21 GBD regions, seven super-regions, and the world. All analyses were done at the cause-specific level so that only risk factors deemed causal by the GBD comparative risk assessment influenced future trajectories of mortality for each disease. Cause-specific mortality was modelled using mixed-effects models with SDI and time as the main covariates, and the combined impact of causal risk factors as an offset in the model. At the all-cause mortality level, we captured unexplained variation by modelling residuals with an autoregressive integrated moving average model with drift attenuation. These all-cause forecasts constrained the cause-specific forecasts at successively deeper levels of the GBD cause hierarchy using cascading mortality models, thus ensuring a robust estimate of cause-specific mortality. For non-fatal measures (eg, low back pain), incidence and prevalence were forecasted from mixed-effects models with SDI as the main covariate, and YLDs were computed from the resulting prevalence forecasts and average disability weights from GBD. Alternative future scenarios were constructed by replacing appropriate reference trajectories for risk factors with hypothetical trajectories of gradual elimination of risk factor exposure from current levels to 2050. The scenarios were constructed from various sets of risk factors: environmental risks (Safer Environment scenario), risks associated with communicable, maternal, neonatal, and nutritional diseases (CMNNs; Improved Childhood Nutrition and Vaccination scenario), risks associated with major non-communicable diseases (NCDs; Improved Behavioural and Metabolic Risks scenario), and the combined effects of these three scenarios. Using the Shared Socioeconomic Pathways climate scenarios SSP2-4.5 as reference and SSP1-1.9 as an optimistic alternative in the Safer Environment scenario, we accounted for climate change impact on health by using the most recent Intergovernmental Panel on Climate Change temperature forecasts and published trajectories of ambient air pollution for the same two scenarios. Life expectancy and healthy life expectancy were computed using standard methods. The forecasting framework includes computing the age-sex-specific future population for each location and separately for each scenario. 95% uncertainty intervals (UIs) for each individual future estimate were derived from the 2·5th and 97·5th percentiles of distributions generated from propagating 500 draws through the multistage computational pipeline. FINDINGS In the reference scenario forecast, global and super-regional life expectancy increased from 2022 to 2050, but improvement was at a slower pace than in the three decades preceding the COVID-19 pandemic (beginning in 2020). Gains in future life expectancy were forecasted to be greatest in super-regions with comparatively low life expectancies (such as sub-Saharan Africa) compared with super-regions with higher life expectancies (such as the high-income super-region), leading to a trend towards convergence in life expectancy across locations between now and 2050. At the super-region level, forecasted healthy life expectancy patterns were similar to those of life expectancies. Forecasts for the reference scenario found that health will improve in the coming decades, with all-cause age-standardised DALY rates decreasing in every GBD super-region. The total DALY burden measured in counts, however, will increase in every super-region, largely a function of population ageing and growth. We also forecasted that both DALY counts and age-standardised DALY rates will continue to shift from CMNNs to NCDs, with the most pronounced shifts occurring in sub-Saharan Africa (60·1% [95% UI 56·8-63·1] of DALYs were from CMNNs in 2022 compared with 35·8% [31·0-45·0] in 2050) and south Asia (31·7% [29·2-34·1] to 15·5% [13·7-17·5]). This shift is reflected in the leading global causes of DALYs, with the top four causes in 2050 being ischaemic heart disease, stroke, diabetes, and chronic obstructive pulmonary disease, compared with 2022, with ischaemic heart disease, neonatal disorders, stroke, and lower respiratory infections at the top. The global proportion of DALYs due to YLDs likewise increased from 33·8% (27·4-40·3) to 41·1% (33·9-48·1) from 2022 to 2050, demonstrating an important shift in overall disease burden towards morbidity and away from premature death. The largest shift of this kind was forecasted for sub-Saharan Africa, from 20·1% (15·6-25·3) of DALYs due to YLDs in 2022 to 35·6% (26·5-43·0) in 2050. In the assessment of alternative future scenarios, the combined effects of the scenarios (Safer Environment, Improved Childhood Nutrition and Vaccination, and Improved Behavioural and Metabolic Risks scenarios) demonstrated an important decrease in the global burden of DALYs in 2050 of 15·4% (13·5-17·5) compared with the reference scenario, with decreases across super-regions ranging from 10·4% (9·7-11·3) in the high-income super-region to 23·9% (20·7-27·3) in north Africa and the Middle East. The Safer Environment scenario had its largest decrease in sub-Saharan Africa (5·2% [3·5-6·8]), the Improved Behavioural and Metabolic Risks scenario in north Africa and the Middle East (23·2% [20·2-26·5]), and the Improved Nutrition and Vaccination scenario in sub-Saharan Africa (2·0% [-0·6 to 3·6]). INTERPRETATION Globally, life expectancy and age-standardised disease burden were forecasted to improve between 2022 and 2050, with the majority of the burden continuing to shift from CMNNs to NCDs. That said, continued progress on reducing the CMNN disease burden will be dependent on maintaining investment in and policy emphasis on CMNN disease prevention and treatment. Mostly due to growth and ageing of populations, the number of deaths and DALYs due to all causes combined will generally increase. By constructing alternative future scenarios wherein certain risk exposures are eliminated by 2050, we have shown that opportunities exist to substantially improve health outcomes in the future through concerted efforts to prevent exposure to well established risk factors and to expand access to key health interventions. FUNDING Bill & Melinda Gates Foundation.
Collapse
|
4
|
Bhattacharjee NV, Schumacher AE, Aali A, Abate YH, Abbasgholizadeh R, Abbasian M, Abbasi-Kangevari M, Abbastabar H, Abd ElHafeez S, Abd-Elsalam S, Abdollahi M, Abdollahifar MA, Abdoun M, Abdullahi A, Abebe M, Abebe SS, Abiodun O, Abolhassani H, Abolmaali M, Abouzid M, Aboye GB, Abreu LG, Abrha WA, Abrigo MRM, Abtahi D, Abualruz H, Abubakar B, Abu-Gharbieh E, Abu-Rmeileh NME, Adal TGG, Adane MM, Adeagbo OAA, Adedoyin RA, Adekanmbi V, Aden B, Adepoju AV, Adetokunboh OO, Adetunji JB, Adeyinka DA, Adeyomoye OI, Adnani QES, Adra S, Afolabi RF, Afyouni S, Afzal MS, Afzal S, Aghamiri S, Agodi A, Agyemang-Duah W, Ahinkorah BO, Ahlstrom AJ, Ahmad A, Ahmad D, Ahmad F, Ahmad MM, Ahmad S, Ahmad T, Ahmed A, Ahmed A, Ahmed H, Ahmed LA, Ahmed MS, Ahmed SA, Ajami M, Aji B, Akalu GT, Akbarialiabad H, Akinyemi RO, Akkaif MA, Akkala S, Al Hamad H, Al Hasan SM, Al Qadire M, AL-Ahdal TMA, Alalalmeh SO, Alalwan TA, Al-Aly Z, Alam K, Al-amer RM, Alanezi FM, Alanzi TM, Albakri A, Albashtawy M, AlBataineh MT, Alemi H, Alemi S, Alemu YM, Al-Eyadhy A, Al-Gheethi AAS, Alhabib KF, Alhajri N, Alhalaiqa FAN, Alhassan RK, Ali A, Ali BA, Ali L, Ali MU, Ali R, Ali SSS, Alif SM, Aligol M, Alijanzadeh M, Aljasir MAM, Aljunid SM, Al-Marwani S, Almazan JU, Al-Mekhlafi HM, Almidani O, Alomari MA, Al-Omari B, Alqahtani JS, Alqutaibi AY, Al-Raddadi RM, Al-Sabah SK, Altaf A, Al-Tawfiq JA, Altirkawi KA, Aluh DO, Alvi FJ, Alvis-Guzman N, Alwafi H, Al-Worafi YM, Aly H, Aly S, Alzoubi KH, Ameyaw EK, Amin TT, Amindarolzarbi A, Amini-Rarani M, Amiri S, Ampomah IG, Amugsi DA, Amusa GA, Ancuceanu R, Anderlini D, Andrade PP, Andrei CL, Andrei T, Anil A, Anil S, Ansar A, Ansari-Moghaddam A, Antony CM, Antriyandarti E, Anvari S, ANWAR SALEHA, Anwer R, Anyasodor AE, Arabloo J, Arabzadeh Bahri R, Arafa EA, Arafat M, Araújo AM, Aravkin AY, Aremu A, Aripov T, Arkew M, Armocida B, Ärnlöv J, Arooj M, Artamonov AA, Arulappan J, Aruleba RT, Arumugam A, Asadi-Lari M, Asemi Z, Asgary S, Asghariahmadabad M, Asghari-Jafarabadi M, Ashemo MY, Ashraf M, Ashraf T, Asika MO, Athari SS, Atout MMW, Atreya A, Aujayeb A, Ausloos M, Avan A, Aweke AM, Ayele GM, Ayyoubzadeh SM, Azadnajafabad S, Azevedo RMS, Azzam AY, Badar M, Badiye AD, Baghdadi S, Bagheri N, Bagherieh S, Bahmanziari N, Bai R, Baig AA, Baker JL, Bako AT, Bakshi RK, Balasubramanian M, Baltatu OC, Bam K, Banach M, Bandyopadhyay S, Banik B, Banik PC, Bansal H, Baran MF, Barchitta M, Bardhan M, Bardideh E, Barker-Collo SL, Bärnighausen TW, Barone-Adesi F, Barqawi HJ, Barrow A, Barteit S, Basharat Z, Bashir AIJ, Bashiru HA, Basiru A, Basso JD, Basu S, Batiha AMM, Batra K, Baune BT, Bayati M, Begum T, Behboudi E, Behnoush AH, Beiranvand M, Bejarano Ramirez DF, Bekele A, Belay SA, Belgaumi UI, Bell ML, Bello OO, Beloukas A, Bensenor IM, Berezvai Z, Berhie AY, Bermudez ANC, Bettencourt PJG, Bhagavathula AS, Bhardwaj N, Bhardwaj P, Bhardwaj PV, Bhaskar S, Bhat V, Bhatti GK, Bhatti JS, Bhatti MS, Bhatti R, Biondi A, Bisignano C, Biswas A, Biswas RK, Bitra VR, Bjørge T, Bliss E, Boachie MK, Bobirca AV, Bodolica V, Bodunrin AO, Bogale EK, Bogale KA, Bonakdar Hashemi M, Bora Basara B, Bouaoud S, Braithwaite D, Brauer M, Breitborde NJK, Bryazka D, Bulamu NB, Buonsenso D, Burkart K, Burns RA, Bustanji Y, Butt NS, Butt ZA, Caetano dos Santos FL, Calina D, Campos-Nonato IR, Cao F, Cao S, Capodici A, Carreras G, Carugno A, Castañeda-Orjuela CA, Castelpietra G, Cattaruzza MS, Caye A, Cegolon L, Cembranel F, Cerin E, Chadwick J, Chahine Y, Chakraborty C, Chalek J, Chan JSK, Charalampous P, Chattu VK, Chaturvedi S, Chavula MP, Chen AT, Chen H, Chen S, Chi G, Chichagi F, Chien JH, Ching PR, Cho WCS, Choi S, Chong B, Chopra H, Choudhari SG, Christopher DJ, Chu DT, Chukwu IS, Chung E, Chung SC, Cindi Z, Cioffi I, Ciuffreda R, Claro RM, Coberly K, Columbus A, Comfort H, Conde J, Criqui MH, Cruz-Martins N, Cuadra-Hernández SM, Dadana S, Dadras O, Dahiru T, Dai Z, Dalton B, Damiani G, Darwesh AM, Das JK, Das S, Dashti M, Dastiridou A, Dávila-Cervantes CA, Davletov K, Debele AT, Debopadhaya S, Delavari S, Delgado-Enciso I, Demeke D, Demessa BH, Deng X, Denova-Gutiérrez E, Deribe K, Dervenis N, Desai HD, Desai R, Devanbu VGC, Dhali A, Dhama K, Dhimal M, Dhulipala VR, Dias da Silva D, Diaz D, Diaz MJ, Dima A, Ding DD, Dirac MA, Do TC, Do THP, do Prado CB, Dohare S, Dong W, D'Oria M, dos Santos WM, Doshmangir L, Dowou RK, Dsouza AC, Dsouza HL, Dsouza V, Dube J, Duprey J, Duraes AR, Duraisamy S, Durojaiye OC, Dutta S, Dwyer-Lindgren L, Dzianach PA, Dziedzic AM, Ebrahimi A, Edinur HA, Edvardsson K, Efendi F, Eikemo TA, Ekholuenetale M, El Tantawi M, Elemam NM, ElGohary GMT, Elhadi M, Elilo LT, Elmeligy OAA, Elmonem MA, Elshaer M, Elsohaby I, Emami Zeydi A, Engelbert Bain L, Eskandarieh S, Esposito F, Estep K, Etaee F, Fabin N, Fagbamigbe AF, Fahimi S, Fakhri-Demeshghieh A, Falzone L, Faramarzi A, Faris MEM, Farmer S, Faro A, Fasanmi AO, Fatehizadeh A, Fauk NK, Fazeli P, Feigin VL, Fereshtehnejad SM, Feroze AH, Ferrara P, Ferreira N, Fetensa G, Filip I, Fischer F, Flavel J, Foigt NA, Folayan MO, Fomenkov AA, Foroutan B, Foschi M, Fowobaje KR, Francis KL, Freitas A, Fukumoto T, Fuller JE, Fux B, Gaal PA, Gadanya MA, Gaidhane AM, Galali Y, Gallus S, Gandhi AP, Ganesan B, Ganiyani MA, Garcia-Gordillo M, Garg N, Gautam RK, Gazzelloni F, Gbadamosi SO, Gebregergis MW, Gebrehiwot M, Gebremariam TB, Gebremariam TBB, Gebremeskel TG, Geda YF, Georgescu SR, Gerema U, Geremew H, Getachew ME, Gething PW, Ghasemi M, Ghasempour Dabaghi G, Ghasemzadeh A, Ghassemi F, Ghazy RM, Ghimire S, Gholamian A, Gholamrezanezhad A, Ghorbani M, Ghoshal AG, Ghuge AD, Gil AU, Gill TK, Giorgi M, Girmay A, Glasbey JC, Göbölös L, Goel A, Golchin A, Golechha M, Goleij P, Gopalani SV, Goudarzi H, Goulart AC, Goyal A, Graham SM, Grivna M, Guan SY, Guarducci G, Gubari MIM, Gudeta MD, Guicciardi S, Gulati S, Gulisashvili D, Gunawardane DA, Guo C, Gupta AK, Gupta B, Gupta MK, Gupta M, Gupta S, Gupta VB, Gupta VK, Gupta VK, Haakenstad A, Habibzadeh F, Hadi NR, Haep N, Hajibeygi R, Haller S, Halwani R, Hamadeh RR, Hamdy NM, Hameed S, Hamidi S, Han Q, Handal AJ, Hankey GJ, Haque MN, Haro JM, Hasaballah AI, Hasan I, Hasan MJ, Hasan SM, Hasani H, Hasnain MS, Hassan A, Hassan I, Hassanipour S, Hassankhani H, Hay SI, Hebert JJ, Hegazi OE, Heidari M, Helfer B, Hemmati M, Herrera-Serna BY, Herteliu C, Hessami K, Hezam K, Hiraike Y, Hoan NQ, Holla R, Horita N, Hossain MM, Hossain MBH, Hosseinzadeh H, Hosseinzadeh M, Hostiuc M, Hostiuc S, Hsairi M, Hsieh VCR, Hu C, Huang J, Huda MM, Humayun A, Hussain J, Hussein NR, Huynh HH, Hwang BF, Ibitoye SE, Iftikhar PM, Ilesanmi OS, Ilic IM, Ilic MD, Immurana M, Inbaraj LR, Iqbal A, Islam MR, Ismail NE, Iso H, Isola G, Iwagami M, Iyer M, J LM, Jaafari J, Jacob L, Jadidi-Niaragh F, Jaggi K, Jahankhani K, Jahanmehr N, Jahrami H, Jain A, Jain N, Jairoun AA, Jakovljevic M, Jamshidi E, Javadov S, Javaheri T, Jayapal SK, Jayaram S, Jee SH, Jeganathan J, Jha AK, Jha RP, Jiang H, Jokar M, Jonas JB, Joo T, Joseph N, Joshua CE, Joukar F, Jozwiak JJ, Jürisson M, K V, Kaambwa B, Kabir A, Kabir A, Kabir H, Kabir Z, Kalani R, Kalankesh LR, Kaliyadan F, Kalra S, Kamath R, Kamath S, Kanchan T, Kanmiki EW, Kanmodi KK, Kannan S S, Kansal SK, Kantar RS, Kapoor N, Karajizadeh M, Karami M, Karaye IM, Kashoo FZ, Kasraei H, Kassebaum NJ, Kassel MB, Kauppila JH, Kazemi F, Kazeminia S, Kempen JH, Kendal ES, Keshtkar K, Keykhaei M, Khajuria H, Khalaji A, Khalid N, Khalil AA, Khalilian A, Khamesipour F, Khan A, Khan A, Khan I, Khan MN, Khan M, Khan MJ, Khan MAB, Khang YH, Khanmohammadi S, Khatab K, Khavandegar A, Khayat Kashani HR, Khidri FF, Khormali M, Khosravi MA, Khosrowjerdi M, Kidane WT, Kifle ZD, Kim JS, Kim MS, Kimokoti RW, Kinzel KE, Kiross GT, Kisa A, Kisa S, Kolahi AA, Kompani F, Koren G, Korzh O, Kosen S, Koulmane Laxminarayana SL, Krishan K, Krishna V, Krishnamoorthy V, Kuate Defo B, Kubeisy CM, Kucuk Bicer B, Kuddus MA, Kuddus M, Kuitunen I, Kulimbet M, Kumar H, Kundu S, Kunle KR, Kurmi OP, Kusnali A, Kusuma D, Kyei EF, Kyriopoulos I, La Vecchia C, Lacey B, Ladan MA, Laflamme L, Lahariya C, Lai DTC, Lal DK, Lalloo R, Lám J, Lamnisos D, Landires I, Lanfranchi F, Langguth B, Laplante-Lévesque A, Larson HJ, Larsson AO, Lasrado S, Latief K, Latifinaibin K, Le LKD, Le NHH, Le TDT, Ledda C, Lee M, Lee PH, Lee SW, Lee YH, Lema GK, Leong E, Lerango TL, Li A, Li MC, Li S, Li W, Li X, Ligade VS, Lim SS, Lin RT, Lindstedt PA, Listl S, Liu G, Liu J, Liu X, Liu X, Liu Y, Llanaj E, López-Bueno R, Lopukhov PD, Lorenzovici L, Lotufo PA, Lubinda J, Lucchetti G, Lugo A, Lunevicius R, Lv H, Ma ZF, Maass KL, Machoy M, Madureira-Carvalho ÁM, Magdy Abd El Razek M, Maghazachi AA, Mahjoub S, Mahmoud MA, Majeed A, Malagón-Rojas JN, Malakan Rad E, Malhotra K, Malik AA, Malik I, Malta DC, Mamun AA, Manla Y, Mansoori Y, Mansour A, Mansouri B, Mansouri Z, Mansournia MA, Maravilla JC, Marino M, Marjani A, Martinez G, Martinez-Piedra R, Martins-Melo FR, Martorell M, Maryam S, Marzo RR, Masoudi A, Mattumpuram J, Maude RJ, Maugeri A, May EA, Mayeli M, Mazaheri M, McGrath JJ, McKee M, McKowen ALW, McLaughlin SA, McPhail SM, Mehra R, Mehrabani-Zeinabad K, Mehrabi Nasab E, Mekene Meto T, Mendez-Lopez MAM, Mendoza W, Menezes RG, Mensah GA, Mentis AFA, Meo SA, Merati M, Meretoja A, Meretoja TJ, Mersha AM, Mestrovic T, Metanat P, Mettananda KCD, Mettananda S, Mhlanga A, Mhlanga L, Mi T, Miazgowski T, Micha G, Michalek IM, Miller TR, Minh LHN, Mirghafourvand M, Mirrakhimov EM, Mirutse MK, Mirza M, Mirzaei R, Mishra A, Misra S, Mitchell PB, Mittal C, Moazen B, Mohamed AZ, Mohamed AI, Mohamed J, Mohamed MFH, Mohamed NS, Mohammad-Alizadeh-Charandabi S, Mohammadi S, Mohammadian-Hafshejani A, Mohammed M, Mohammed S, Mohammed S, Mokdad AH, Mokhtarzadehazar P, Molavi Vardanjani H, Molinaro S, Monasta L, Moni MA, Moradi M, Moradi Y, Moraga P, Moreira RS, Morovatdar N, Morrison SD, Morze J, Mosapour A, Mossialos E, Motappa R, Mousavi P, Mousavi Khaneghah A, Mpundu-Kaambwa C, Mubarik S, Muccioli L, Mulita F, Munjal K, Murillo-Zamora E, Musa J, Musaigwa F, Musina AM, Muthu S, Muthupandian S, Muzaffar M, Myung W, Nagarajan AJ, Nagel G, Naghavi P, Naik GR, Naik G, Naimzada MD, Nainu F, Nangia V, Narasimha Swamy S, Nascimento BR, Nascimento GG, Naser AY, Nasiri MJ, Natto ZS, Nauman J, Naveed M, Nayak BP, Nayak VC, Ndejjo R, Nduaguba SO, Negash H, Negesse CT, Negoi I, Negoi RI, Nejadghaderi SA, Nejjari C, Nepal S, Netsere HB, Nguefack-Tsague G, Ngunjiri JW, Nguyen DH, Nguyen HTH, Nguyen PT, Nguyen QP, Nguyen VT, Niazi RK, Nigatu YT, Nikolouzakis TK, Nikoobar A, Nikpoor AR, Nnaji CA, Nnyanzi LA, Noman EA, Nomura S, Noreen M, Noroozi N, Nri-Ezedi CA, Nunemo MH, Nuñez-Samudio V, Nurrika D, Nutor JJ, Oancea B, Obamiro KO, Odetokun IA, Odogwu NM, O'Donnell MJ, Odukoya OO, Oguntade AS, Oguta JO, Oh IH, Okeke SR, Okekunle AP, Okonji OC, Okwute PG, Olagunju AT, Olasupo OO, Olatubi MI, Oliveira GMM, Olusanya BO, Olusanya JO, Oluwatunase GO, Omar HA, Omer GL, Onwujekwe OE, Ordak M, Orisakwe OE, Orish VN, Ortega-Altamirano DV, Ortiz A, Ortiz-Prado E, Osman WMS, Osuagwu UL, Osuolale O, Otoiu A, Otstavnov SS, Ouyahia A, Ouyang G, Owolabi MO, Ozten Y, P A MP, Pahlevan Fallahy MT, Pan F, Pan HF, Pana A, Panda P, Panda-Jonas S, Pangaribuan HU, Panos GD, Panos LD, Pantazopoulos I, Pantea Stoian AM, Parikh RR, Park S, Parthasarathi A, Pashaei A, Passera R, Patel HM, Patel J, Patil S, Patoulias D, Patthipati VS, Paudel U, Paun M, Pazoki Toroudi H, Pease SA, Peden AE, Pedersini P, Peng M, Pensato U, Pepito VCF, Peprah P, Pereira G, Peres MFP, Perianayagam A, Perico N, Perna S, Pestell RG, Petermann-Rocha FE, Pham HT, Philip AK, Pierannunzio D, Pigeolet M, Pigott DM, Plotnikov E, Poddighe D, Pollner P, Poluru R, Postma MJ, Pourali G, Pourshams A, Pourtaheri N, Prabhu D, Prada SI, Pradhan PMS, Prasad M, Prashant A, Purohit BM, Puvvula J, Qasim NH, Qattea I, R D, Rabiee Rad M, Radfar A, Radhakrishnan V, Raee P, Raeisi Shahraki H, Rafiei A, Rafiei Alavi SN, Raggi C, Raghav PR, Rahim F, Rahim MJ, Rahman MM, Rahman MHU, Rahman M, Rahman MA, Rahmanian V, Rahmati M, Rahnavard N, Rai P, Raimondo D, Rajabpour-Sanati A, Rajput P, Ram P, Ramasamy SK, Rana J, Rana K, Rana SS, Ranabhat CL, Rancic N, Rane A, Ranjan S, Rao CR, Rao IR, Rapaka D, Rasella D, Rashedi S, Rashedi V, Rashidi MM, Rasul A, Ratan ZA, Rathnaiah Babu G, Rauniyar SK, Ravikumar N, Rawaf DL, Rawaf S, Rawassizadeh R, Rawlley B, Reddy MMRK, Redwan EMM, Remuzzi G, Reshmi B, Rezaei N, Rezaei Nejad A, Rezaeian M, Riad A, Riaz MA, Rickard J, Rikhtegar R, Robinson-Oden HE, Rodrigues CF, Rodriguez JAB, Rohilla R, Romadlon DS, Ronfani L, Rout HS, Roy B, Roy N, Roy P, Rubagotti E, Ruela GDA, Rumisha SF, Runghien T, S M, S N C, Saad AMA, Saadatian Z, Saber-Ayad MM, SaberiKamarposhti M, Sabour S, Sada F, Saddik B, Sadee BA, Sadeghi E, Sadeghi E, Saeb MR, Saeed U, Safi SZ, Sagoe D, Saha M, Sahebkar A, Sahoo SS, Sahu M, Saif Z, Sakshaug JW, Salamati P, Salami AA, Saleh MA, Salem MR, Salem MZY, Salimi S, Samadzadeh S, Samodra YL, Samuel VP, Samy AM, Sanabria J, Sanadgol N, Sanna F, Santric-Milicevic MM, Saqib H, Saraswathy SYI, Saravanan A, Saravi B, Sarikhani Y, Sarkar T, Sarmiento-Suárez R, Sarode GS, Sarode SC, Sarveazad A, Sathian B, Sathish T, Sathyanarayan A, Sayeed A, Sayeed MA, Scarmeas N, Schlee W, Schuermans A, Schwebel DC, Schwendicke F, Selvaraj S, Sengupta P, Senthilkumaran S, Sepanlou SG, Serban D, Serván-Mori E, Sethi Y, SeyedAlinaghi S, Seyedi SA, Seylani A, Shafie M, Shah J, Shah PA, Shahbandi A, Shahid S, Shahwan MJ, Shaikh A, Shaikh MA, Shamim MA, Shams-Beyranvand M, Shamsi MA, Shanawaz M, Shankar A, Shannawaz M, Sharath M, Sharfaei S, Sharifan A, Sharifi-Rad J, Sharma M, Sharma R, Sharma U, Sharma V, Shastry RP, Shavandi A, Shaw DH, Shayan AM, Shayan M, Shehabeldine AME, Sheikh A, Sheikhi RA, Shenoy MM, Shetty PH, Shi P, Shiferaw D, Shigematsu M, Shiri R, Shirkoohi R, Shittu A, Shivarov V, Shokraneh F, Shool S, Shorofi SA, Shuja KH, Shuval K, Siddig EE, Silva JP, Silva LMLR, Silva S, Simonetti B, Singal A, Singh A, Singh BB, Singh JA, Siraj MS, Smith G, Socea B, Sokhan A, Solanki R, Solanki S, Soleimani H, Soliman SSM, Solomon Y, Song Y, Sorensen RJD, Spartalis M, Sreeramareddy CT, Srivastava VK, Stanikzai MH, Starodubov VI, Starodubova AV, Stefan SC, Steiropoulos P, Stokes MA, Subramaniyan V, Suleman M, Suliankatchi Abdulkader R, Sultana A, Sun J, Swain CK, Sykes BL, Szarpak L, Szeto MD, Szócska M, Tabaee Damavandi P, Tabarés-Seisdedos R, Tabatabaei Malazy O, Tabatabaeizadeh SA, Tabatabai S, Tabb KM, Tabish M, Taheri Soodejani M, Taiba J, Tajbakhsh A, Talaat IM, Talukder A, Tampa M, Tamuzi JL, Tan KK, Tang H, Tareke DADA, Tariku MK, Tat VY, Tavangar SM, Teimoori M, Temsah MH, Temsah RMH, Teramoto M, Terefa DR, Tesler R, Teye-Kwadjo E, Thakur R, Thangaraju P, Thankappan KR, Thapar R, Tharwat S, Thayakaran R, Thomas N, Tichopad A, Ticoalu JHV, Tiruye TY, Titova MV, Tonelli M, Tovani-Palone MR, Traini E, Tran JT, Tran NM, Trihandini I, Tromans SJ, Truyen TTTT, Tsatsakis A, Tsermpini EE, Tumurkhuu M, Tyrovolas S, Uddin SMN, Udoakang AJ, Udoh A, Ullah A, Ullah S, Ullah S, Umakanthan S, Umeokonkwo CD, Unim B, Unnikrishnan B, Upadhyay E, Usman JS, Vacante M, Vahabi SM, Vaithinathan AG, Valizadeh R, Van den Eynde J, Varavikova E, Varga O, Vart P, Varthya SB, Vasankari TJ, Vellingiri B, Venugopal D, Verghese NA, Verma M, Veroux M, Verras GI, Vervoort D, Villafañe JH, Vinayak M, Violante FS, Vishwakarma M, Vladimirov SK, Vlassov V, Vo B, Volovat SR, Vos T, Vujcic IS, Wafa HA, Waheed Y, Wakwoya EB, Wang C, Wang D, Wang F, Wang S, Wang Y, Wang YP, Ward P, Wassie EG, Watson S, Weaver MR, Weerakoon KG, Weiss DJ, Wells KM, Wen YF, Westerman R, Wiangkham T, Wickramasinghe DP, Wickramasinghe ND, Willeit P, Wondimagegene YA, Wu F, Xia J, Xiao H, Xu G, Xu S, Xu X, Yadollahpour A, Yaghoobpoor S, Yaghoobpour T, Yaghoubi S, Yahaya ZS, Yang D, Yang L, Yano Y, Yaribeygi H, Ye P, Yesodharan R, Yesuf SA, Yezli S, Yigezu A, Yip P, Yon DK, Yonemoto N, You Y, Younis MZ, Yousefi Z, Yu C, Yu Y, Yuan CW, Zafari N, Zakham F, Zaki N, Zamagni G, Zandi M, Zandieh GGZ, Zangiabadian M, Zastrozhin MS, Zhang H, Zhang M, Zhang Y, Zhong C, Zhou J, Zhu B, Zhu L, Zielińska M, Zou Z, Zyoud SH, Murray CJL, Smith AE, Vollset SE. Global fertility in 204 countries and territories, 1950-2021, with forecasts to 2100: a comprehensive demographic analysis for the Global Burden of Disease Study 2021. Lancet 2024; 403:2057-2099. [PMID: 38521087 DOI: 10.1016/s0140-6736(24)00550-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Revised: 12/28/2023] [Accepted: 03/15/2024] [Indexed: 03/25/2024]
Abstract
BACKGROUND Accurate assessments of current and future fertility-including overall trends and changing population age structures across countries and regions-are essential to help plan for the profound social, economic, environmental, and geopolitical challenges that these changes will bring. Estimates and projections of fertility are necessary to inform policies involving resource and health-care needs, labour supply, education, gender equality, and family planning and support. The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2021 produced up-to-date and comprehensive demographic assessments of key fertility indicators at global, regional, and national levels from 1950 to 2021 and forecast fertility metrics to 2100 based on a reference scenario and key policy-dependent alternative scenarios. METHODS To estimate fertility indicators from 1950 to 2021, mixed-effects regression models and spatiotemporal Gaussian process regression were used to synthesise data from 8709 country-years of vital and sample registrations, 1455 surveys and censuses, and 150 other sources, and to generate age-specific fertility rates (ASFRs) for 5-year age groups from age 10 years to 54 years. ASFRs were summed across age groups to produce estimates of total fertility rate (TFR). Livebirths were calculated by multiplying ASFR and age-specific female population, then summing across ages 10-54 years. To forecast future fertility up to 2100, our Institute for Health Metrics and Evaluation (IHME) forecasting model was based on projections of completed cohort fertility at age 50 years (CCF50; the average number of children born over time to females from a specified birth cohort), which yields more stable and accurate measures of fertility than directly modelling TFR. CCF50 was modelled using an ensemble approach in which three sub-models (with two, three, and four covariates variously consisting of female educational attainment, contraceptive met need, population density in habitable areas, and under-5 mortality) were given equal weights, and analyses were conducted utilising the MR-BRT (meta-regression-Bayesian, regularised, trimmed) tool. To capture time-series trends in CCF50 not explained by these covariates, we used a first-order autoregressive model on the residual term. CCF50 as a proportion of each 5-year ASFR was predicted using a linear mixed-effects model with fixed-effects covariates (female educational attainment and contraceptive met need) and random intercepts for geographical regions. Projected TFRs were then computed for each calendar year as the sum of single-year ASFRs across age groups. The reference forecast is our estimate of the most likely fertility future given the model, past fertility, forecasts of covariates, and historical relationships between covariates and fertility. We additionally produced forecasts for multiple alternative scenarios in each location: the UN Sustainable Development Goal (SDG) for education is achieved by 2030; the contraceptive met need SDG is achieved by 2030; pro-natal policies are enacted to create supportive environments for those who give birth; and the previous three scenarios combined. Uncertainty from past data inputs and model estimation was propagated throughout analyses by taking 1000 draws for past and present fertility estimates and 500 draws for future forecasts from the estimated distribution for each metric, with 95% uncertainty intervals (UIs) given as the 2·5 and 97·5 percentiles of the draws. To evaluate the forecasting performance of our model and others, we computed skill values-a metric assessing gain in forecasting accuracy-by comparing predicted versus observed ASFRs from the past 15 years (2007-21). A positive skill metric indicates that the model being evaluated performs better than the baseline model (here, a simplified model holding 2007 values constant in the future), and a negative metric indicates that the evaluated model performs worse than baseline. FINDINGS During the period from 1950 to 2021, global TFR more than halved, from 4·84 (95% UI 4·63-5·06) to 2·23 (2·09-2·38). Global annual livebirths peaked in 2016 at 142 million (95% UI 137-147), declining to 129 million (121-138) in 2021. Fertility rates declined in all countries and territories since 1950, with TFR remaining above 2·1-canonically considered replacement-level fertility-in 94 (46·1%) countries and territories in 2021. This included 44 of 46 countries in sub-Saharan Africa, which was the super-region with the largest share of livebirths in 2021 (29·2% [28·7-29·6]). 47 countries and territories in which lowest estimated fertility between 1950 and 2021 was below replacement experienced one or more subsequent years with higher fertility; only three of these locations rebounded above replacement levels. Future fertility rates were projected to continue to decline worldwide, reaching a global TFR of 1·83 (1·59-2·08) in 2050 and 1·59 (1·25-1·96) in 2100 under the reference scenario. The number of countries and territories with fertility rates remaining above replacement was forecast to be 49 (24·0%) in 2050 and only six (2·9%) in 2100, with three of these six countries included in the 2021 World Bank-defined low-income group, all located in the GBD super-region of sub-Saharan Africa. The proportion of livebirths occurring in sub-Saharan Africa was forecast to increase to more than half of the world's livebirths in 2100, to 41·3% (39·6-43·1) in 2050 and 54·3% (47·1-59·5) in 2100. The share of livebirths was projected to decline between 2021 and 2100 in most of the six other super-regions-decreasing, for example, in south Asia from 24·8% (23·7-25·8) in 2021 to 16·7% (14·3-19·1) in 2050 and 7·1% (4·4-10·1) in 2100-but was forecast to increase modestly in the north Africa and Middle East and high-income super-regions. Forecast estimates for the alternative combined scenario suggest that meeting SDG targets for education and contraceptive met need, as well as implementing pro-natal policies, would result in global TFRs of 1·65 (1·40-1·92) in 2050 and 1·62 (1·35-1·95) in 2100. The forecasting skill metric values for the IHME model were positive across all age groups, indicating that the model is better than the constant prediction. INTERPRETATION Fertility is declining globally, with rates in more than half of all countries and territories in 2021 below replacement level. Trends since 2000 show considerable heterogeneity in the steepness of declines, and only a small number of countries experienced even a slight fertility rebound after their lowest observed rate, with none reaching replacement level. Additionally, the distribution of livebirths across the globe is shifting, with a greater proportion occurring in the lowest-income countries. Future fertility rates will continue to decline worldwide and will remain low even under successful implementation of pro-natal policies. These changes will have far-reaching economic and societal consequences due to ageing populations and declining workforces in higher-income countries, combined with an increasing share of livebirths among the already poorest regions of the world. FUNDING Bill & Melinda Gates Foundation.
Collapse
|
5
|
Ferrari AJ, Santomauro DF, Aali A, Abate YH, Abbafati C, Abbastabar H, Abd ElHafeez S, Abdelmasseh M, Abd-Elsalam S, Abdollahi A, Abdullahi A, Abegaz KH, Abeldaño Zuñiga RA, Aboagye RG, Abolhassani H, Abreu LG, Abualruz H, Abu-Gharbieh E, Abu-Rmeileh NME, Ackerman IN, Addo IY, Addolorato G, Adebiyi AO, Adepoju AV, Adewuyi HO, Afyouni S, Afzal S, Afzal S, Agodi A, Ahmad A, Ahmad D, Ahmad F, Ahmad S, Ahmed A, Ahmed LA, Ahmed MB, Ajami M, Akinosoglou K, Akkaif MA, Al Hasan SM, Alalalmeh SO, Al-Aly Z, Albashtawy M, Aldridge RW, Alemu MD, Alemu YM, Alene KA, Al-Gheethi AAS, Alharrasi M, Alhassan RK, Ali MU, Ali R, Ali SSS, Alif SM, Aljunid SM, Al-Marwani S, Almazan JU, Alomari MA, Al-Omari B, Altaany Z, Alvis-Guzman N, Alvis-Zakzuk NJ, Alwafi H, Al-Wardat MS, Al-Worafi YM, Aly S, Alzoubi KH, Amare AT, Amegbor PM, Ameyaw EK, Amin TT, Amindarolzarbi A, Amiri S, Amugsi DA, Ancuceanu R, Anderlini D, Anderson DB, Andrade PP, Andrei CL, Ansari H, Antony CM, Anwar S, Anwar SL, Anwer R, Anyanwu PE, Arab JP, Arabloo J, Arafat M, Araki DT, Aravkin AY, Arkew M, Armocida B, Arndt MB, Arooj M, Artamonov AA, Aruleba RT, Arumugam A, Ashbaugh C, Ashemo MY, Ashraf M, Asika MO, Askari E, Astell-Burt T, Athari SS, Atorkey P, Atout MMW, Atreya A, Aujayeb A, Ausloos M, Avan A, Awotidebe AW, Awuviry-Newton K, Ayala Quintanilla BP, Ayuso-Mateos JL, Azadnajafabad S, Azevedo RMS, Babu AS, Badar M, Badiye AD, Baghdadi S, Bagheri N, Bah S, Bai R, Baker JL, Bakkannavar SM, Bako AT, Balakrishnan S, Bam K, Banik PC, Barchitta M, Bardhan M, Bardideh E, Barker-Collo SL, Barqawi HJ, Barrow A, Barteit S, Barua L, Bashiri Aliabadi S, Basiru A, Basu S, Basu S, Bathini PP, Batra K, Baune BT, Bayileyegn NS, Behnam B, Behnoush AH, Beiranvand M, Bejarano Ramirez DF, Bell ML, Bello OO, Beloukas A, Bensenor IM, Berezvai Z, Bernabe E, Bernstein RS, Bettencourt PJG, Bhagavathula AS, Bhala N, Bhandari D, Bhargava A, Bhaskar S, Bhat V, Bhatti GK, Bhatti JS, Bhatti MS, Bhatti R, Bhutta ZA, Bikbov B, Bishai JD, Bisignano C, Bitra VR, Bjørge T, Bodolica V, Bodunrin AO, Bogale EK, Bonakdar Hashemi M, Bonny A, Bora Basara B, Borhany H, Boxe C, Brady OJ, Bragazzi NL, Braithwaite D, Brant LC, Brauer M, Breitner S, Brenner H, Brown J, Brugha T, Bulamu NB, Buonsenso D, Burkart K, Burns RA, Busse R, Bustanji Y, Butt ZA, Byun J, Caetano dos Santos FL, Calina D, Cámera LA, Campos-Nonato IR, Cao C, Capodici A, Carr S, Carreras G, Carugno A, Carvalho M, Castaldelli-Maia JM, Castañeda-Orjuela CA, Castelpietra G, Catapano AL, Cattaruzza MS, Caye A, Cegolon L, Cembranel F, Cenderadewi M, Cerin E, Chakraborty PA, Chan JSK, Chan RNC, Chandika RM, Chandrasekar EK, Charalampous P, Chattu VK, Chatzimavridou-Grigoriadou V, Chen AW, Chen AT, Chen CS, Chen H, Chen NM, Cheng ETW, Chimed-Ochir O, Chimoriya R, Ching PR, Cho WCS, Choi S, Chong B, Chong YY, Choudhari SG, Chowdhury R, Christensen SWM, Chu DT, Chukwu IS, Chung E, Chung E, Chutiyami M, Claassens MM, Cogen RM, Columbus A, Conde J, Cortesi PA, Cousin E, Criqui MH, Cruz-Martins N, Dadras O, Dai S, Dai X, Dai Z, Dalaba MA, Damiani G, Das JK, Das S, Dashti M, Dávila-Cervantes CA, Davletov K, De Leo D, Debele AT, Debopadhaya S, DeCleene NK, Deeba F, Degenhardt L, Del Bo' C, Delgado-Enciso I, Demetriades AK, Denova-Gutiérrez E, Dervenis N, Desai HD, Desai R, Deuba K, Dhama K, Dharmaratne SD, Dhingra S, Dias da Silva D, Diaz D, Diaz LA, Diaz MJ, Dima A, Ding DD, Dirac MA, Do THP, do Prado CB, Dohare S, Dominguez RMV, Dong W, Dongarwar D, D'Oria M, Dorsey ER, Doshmangir L, Dowou RK, Driscoll TR, Dsouza HL, Dsouza V, Dube J, Dumith SC, Duncan BB, Duraes AR, Duraisamy S, Durojaiye OC, Dzianach PA, Dziedzic AM, Eboreime E, Ebrahimi A, Edinur HA, Edvardsson D, Eikemo TA, Eini E, Ekholuenetale M, Ekundayo TC, El Sayed I, El Tantawi M, Elbarazi I, Elemam NM, ElGohary GMT, Elhadi M, Elmeligy OAA, ELNahas G, Elshaer M, Elsohaby I, Engelbert Bain L, Erkhembayar R, Eshrati B, Estep K, Fabin N, Fagbamigbe AF, Falzone L, Fareed M, Farinha CSES, Faris MEM, Faro A, Farrokhi P, Fatehizadeh A, Fauk NK, Feigin VL, Feng X, Fereshtehnejad SM, Feroze AH, Ferreira N, Ferreira PH, Fischer F, Flavel J, Flood D, Flor LS, Foigt NA, Folayan MO, Force LM, Fortuna D, Foschi M, Franklin RC, Freitas A, Fukumoto T, Furtado JM, Gaal PA, Gadanya MA, Gaidhane AM, Gaihre S, Galali Y, Ganbat M, Gandhi AP, Ganesan B, Ganie MA, Ganiyani MA, Gardner WM, Gebi TG, Gebregergis MW, Gebrehiwot M, Gebremariam TBB, Gebremeskel TG, Gela YY, Georgescu SR, Getachew Obsa A, Gething PW, Getie M, Ghadiri K, Ghadirian F, Ghailan KY, Ghajar A, Ghasemi M, Ghasempour Dabaghi G, Ghasemzadeh A, Ghazy RM, Gholamrezanezhad A, Ghorbani M, Ghotbi E, Gibson RM, Gill TK, Ginindza TG, Girmay A, Glasbey JC, Göbölös L, Godinho MA, Goharinezhad S, Goldust M, Golechha M, Goleij P, Gona PN, Gorini G, Goulart AC, Grada A, Grivna M, Guan SY, Guarducci G, Gubari MIM, Gudeta MD, Guha A, Guicciardi S, Gulati S, Gulisashvili D, Gunawardane DA, Guo C, Gupta AK, Gupta B, Gupta I, Gupta M, Gupta R, Gupta VB, Gupta VK, Gupta VK, Gutiérrez RA, Habibzadeh F, Habibzadeh P, Haddadi R, Hadi NR, Haep N, Hafezi-Nejad N, Hafiz A, Hagins H, Halboub ES, Halimi A, Haller S, Halwani R, Hamilton EB, Hankey GJ, Hannan MA, Haque MN, Harapan H, Haro JM, Hartvigsen J, Hasaballah AI, Hasan I, Hasanian M, Hasnain MS, Hassan A, Haubold J, Havmoeller RJ, Hay SI, Hayat K, Hebert JJ, Hegazi OE, Heidari G, Helfer B, Hemmati M, Hendrie D, Henson CA, Hezam K, Hiraike Y, Hoan NQ, Holla R, Hon J, Hossain MM, Hosseinzadeh H, Hosseinzadeh M, Hostiuc M, Hostiuc S, Hsu JM, Huang J, Hugo FN, Hushmandi K, Hussain J, Hussein NR, Huynh CK, Huynh HH, Hwang BF, Iannucci VC, Ihler AL, Ikiroma AI, Ikuta KS, Ilesanmi OS, Ilic IM, Ilic MD, Imam MT, Immurana M, Irham LM, Islam MR, Islam SMS, Islami F, Ismail F, Ismail NE, Isola G, Iwagami M, Iwu CCD, Iyer M, Jaafari J, Jacobsen KH, Jadidi-Niaragh F, Jafarinia M, Jaggi K, Jahankhani K, Jahanmehr N, Jahrami H, Jain A, Jain N, Jairoun AA, Jaiswal A, Jakovljevic M, Jatau AI, Javadov S, Javaheri T, Jayapal SK, Jayaram S, Jee SH, Jeganathan J, Jeyakumar A, Jha AK, Jiang H, Jin Y, Jonas JB, Joo T, Joseph A, Joseph N, Joshua CE, Jozwiak JJ, Jürisson M, K V, Kaambwa B, Kabir A, Kabir Z, Kadashetti V, Kalani R, Kalankesh LR, Kaliyadan F, Kalra S, Kamenov K, Kamyari N, Kanagasabai T, Kandel H, Kanmanthareddy AR, Kanmodi KK, Kantar RS, Karaye IM, Karim A, Karimi SE, Karimi Y, Kasraei H, Kassel MB, Kauppila JH, Kawakami N, Kayode GA, Kazemi F, Kazemian S, Keikavoosi-Arani L, Keller C, Kempen JH, Kerr JA, Keshtkar K, Kesse-Guyot E, Keykhaei M, Khajuria H, Khalaji A, Khalid A, Khalid N, Khalilian A, Khamesipour F, Khan A, Khan I, Khan M, Khan MAB, Khanmohammadi S, Khatab K, Khatami F, Khatatbeh MM, Khater AM, Khayat Kashani HR, Khidri FF, Khodadoust E, Khormali M, Khorrami Z, Kifle ZD, Kim MS, Kimokoti RW, Kisa A, Kisa S, Knudsen AKS, Kocarnik JM, Kochhar S, Koh HY, Kolahi AA, Kompani F, Koren G, Korzh O, Kosen S, Koulmane Laxminarayana SL, Krishan K, Krishna V, Krishnamoorthy V, Kuate Defo B, Kuddus MA, Kuddus M, Kuitunen I, Kulkarni V, Kumar M, Kumar N, Kumar R, Kurmi OP, Kusuma D, Kyu HH, La Vecchia C, Lacey B, Ladan MA, Laflamme L, Lafranconi A, Lahariya C, Lai DTC, Lal DK, Lalloo R, Lallukka T, Lám J, Lan Q, Lan T, Landires I, Lanfranchi F, Langguth B, Laplante-Lévesque A, Larijani B, Larsson AO, Lasrado S, Lauriola P, Le HH, Le LKD, Le NHH, Le TDT, Leasher JL, Ledda C, Lee M, Lee PH, Lee SW, Lee SW, Lee WC, Lee YH, LeGrand KE, Lenzi J, Leong E, Leung J, Li MC, Li W, Li X, Li Y, Li Y, Lim LL, Lim SS, Lindstrom M, Linn S, Liu G, Liu R, Liu S, Liu W, Liu X, Liu X, Llanaj E, Lo CH, López-Bueno R, Loreche AM, Lorenzovici L, Lozano R, Lubinda J, Lucchetti G, Lunevicius R, Lusk JB, lv H, Ma ZF, Machairas N, Madureira-Carvalho ÁM, Magaña Gómez JA, Maghazachi AA, Maharjan P, Mahasha PW, Maheri M, Mahjoub S, Mahmoud MA, Mahmoudi E, Majeed A, Makris KC, Malakan Rad E, Malhotra K, Malik AA, Malik I, Malta DC, Manla Y, Mansour A, Mansouri P, Mansournia MA, Mantilla Herrera AM, Mantovani LG, Manu E, Marateb HR, Mardi P, Martinez G, Martinez-Piedra R, Martini D, Martins-Melo FR, Martorell M, Marx W, Maryam S, Marzo RR, Mathangasinghe Y, Mathieson S, Mathioudakis AG, Mattumpuram J, Maugeri A, Mayeli M, Mazidi M, Mazzotti A, McGrath JJ, McKee M, McKowen ALW, McPhail MA, Mehrabani-Zeinabad K, Mehrabi Nasab E, Mekene Meto T, Mendoza W, Menezes RG, Mensah GA, Mentis AFA, Meo SA, Meresa HA, Meretoja A, Meretoja TJ, Mersha AM, Mestrovic T, Mettananda KCD, Mettananda S, Michalek IM, Miller PA, Miller TR, Mills EJ, Minh LHN, Mirijello A, Mirrakhimov EM, Mirutse MK, Mirza-Aghazadeh-Attari M, Mirzaei M, Mirzaei R, Misganaw A, Mishra AK, Mitchell PB, Mittal C, Moazen B, Moberg ME, Mohamed J, Mohamed MFH, Mohamed NS, Mohammadi E, Mohammadi S, Mohammed H, Mohammed S, Mohammed S, Mohr RM, Mokdad AH, Molinaro S, Momtazmanesh S, Monasta L, Mondello S, Moodi Ghalibaf A, Moradi M, Moradi Y, Moradi-Lakeh M, Moraga P, Morawska L, Moreira RS, Morovatdar N, Morrison SD, Morze J, Mosapour A, Mosser JF, Mossialos E, Motappa R, Mougin V, Mouodi S, Mrejen M, Msherghi A, Mubarik S, Mueller UO, Mulita F, Munjal K, Murillo-Zamora E, Murlimanju BV, Mustafa G, Muthu S, Muzaffar M, Myung W, Nagarajan AJ, Naghavi P, Naik GR, Nainu F, Nair S, Najmuldeen HHR, Nangia V, Naqvi AA, Narayana AI, Nargus S, Nascimento GG, Nashwan AJ, Nasrollahizadeh A, Nasrollahizadeh A, Natto ZS, Nayak BP, Nayak VC, Nduaguba SO, Negash H, Negoi I, Negoi RI, Nejadghaderi SA, Nesbit OD, Netsere HB, Ng M, Nguefack-Tsague G, Ngunjiri JW, Nguyen DH, Nguyen HQ, Niazi RK, Nikolouzakis TK, Nikoobar A, Nikoomanesh F, Nikpoor AR, Nnaji CA, Nnyanzi LA, Noman EA, Nomura S, Norrving B, Nri-Ezedi CA, Ntaios G, Ntsekhe M, Nurrika D, Nzoputam CI, Nzoputam OJ, Oancea B, Odetokun IA, O'Donnell MJ, Oguntade AS, Oguta JO, Okati-Aliabad H, Okeke SR, Okekunle AP, Okonji OC, Olagunju AT, Olasupo OO, Olatubi MI, Oliveira GMM, Olufadewa II, Olusanya BO, Olusanya JO, Omar HA, Omer GL, Omonisi AEE, Onie S, Onwujekwe OE, Ordak M, Orish VN, Ortega-Altamirano DV, Ortiz A, Ortiz-Brizuela E, Osman WMS, Ostroff SM, Osuagwu UL, Otoiu A, Otstavnov N, Otstavnov SS, Ouyahia A, Ouyang G, Owolabi MO, P A MP, Padron-Monedero A, Padubidri JR, Palicz T, Palladino C, Pan F, Pandi-Perumal SR, Pangaribuan HU, Panos GD, Panos LD, Pantea Stoian AM, Pardhan S, Parikh RR, Pashaei A, Pasovic M, Passera R, Patel J, Patel SK, Patil S, Patoulias D, Patthipati VS, Pawar S, Pazoki Toroudi H, Pease SA, Peden AE, Pedersini P, Peng M, Pensato U, Pepito VCF, Peprah EK, Peprah P, Perdigão J, Pereira MO, Perianayagam A, Perico N, Pesudovs K, Petermann-Rocha FE, Petri WA, Pham HT, Philip AK, Phillips MR, Pigeolet M, Pigott DM, Pillay JD, Piracha ZZ, Pirouzpanah S, Plass D, Plotnikov E, Poddighe D, Polinder S, Postma MJ, Pourtaheri N, Prada SI, Pradhan PMS, Prakash V, Prasad M, Prates EJS, Priscilla T, Pritchett N, Puri P, Puvvula J, Qasim NH, Qattea I, Qazi AS, Qian G, Rabiee Rad M, Radhakrishnan RA, Radhakrishnan V, Raeisi Shahraki H, Rafferty Q, Raggi A, Raghav PR, Rahim MJ, Rahman MM, Rahman MHU, Rahman M, Rahman MA, Rahmani S, Rahmanian M, Rahmawaty S, Rajaa S, Ramadan MM, Ramasamy SK, Ramasubramani P, Ramazanu S, Rana K, Ranabhat CL, Rancic N, Rane A, Rao CR, Rao K, Rao M, Rao SJ, Rashidi MM, Rathnaiah Babu G, Rauniyar SK, Rawaf DL, Rawaf S, Razo C, Reddy MMRK, Redwan EMM, Reifels L, Reiner Jr RC, Remuzzi G, Renzaho AMN, Reshmi B, Reyes LF, Rezaei N, Rezaei N, Rezaei N, Rezaei Hachesu P, Rezaeian M, Rickard J, Rodrigues CF, Rodriguez JAB, Roever L, Ronfani L, Roshandel G, Rotimi K, Rout HS, Roy B, Roy N, Roy P, Rubagotti E, S N C, Saad AMA, Saber-Ayad MM, Sabour S, Sacco S, Sachdev PS, Saddik B, Saddler A, Sadee BA, Sadeghi E, Sadeghi M, Saeb MR, Saeed U, Safi SZ, Sagar R, Sagoe D, Saif Z, Sajid MR, Sakshaug JW, Salam N, Salami AA, Salaroli LB, Saleh MA, Salem MR, Salem MZY, Sallam M, Samadzadeh S, Samargandy S, Samodra YL, Samy AM, Sanabria J, Sanna F, Santos IS, Santric-Milicevic MM, Sarasmita MA, Sarikhani Y, Sarmiento-Suárez R, Sarode GS, Sarode SC, Sarveazad A, Sathian B, Sathyanarayan A, Satpathy M, Sawhney M, Scarmeas N, Schaarschmidt BM, Schmidt MI, Schneider IJC, Schumacher AE, Schwebel DC, Schwendicke F, Sedighi M, Senapati S, Senthilkumaran S, Sepanlou SG, Sethi Y, Setoguchi S, Seylani A, Shadid J, Shafie M, Shah H, Shah NS, Shah PA, Shahbandi A, Shahid S, Shahid W, Shahwan MJ, Shaikh MA, Shakeri A, Shalash AS, Sham S, Shamim MA, Shamshirgaran MA, Shamsi MA, Shanawaz M, Shankar A, Shannawaz M, Sharath M, Sharifan A, Sharifi-Rad J, Sharma M, Sharma R, Sharma S, Sharma U, Sharma V, Shastry RP, Shavandi A, Shayan AM, Shayan M, Shehabeldine AME, Shetty PH, Shibuya K, Shifa JE, Shiferaw D, Shiferaw WS, Shigematsu M, Shiri R, Shitaye NA, Shittu A, Shivakumar KM, Shivarov V, Shokati Eshkiki Z, Shool S, Shrestha S, Shuval K, Sibhat MM, Siddig EE, Sigfusdottir ID, Silva DAS, Silva JP, Silva LMLR, Silva S, Simpson CR, Singal A, Singh A, Singh BB, Singh H, Singh JA, Singh M, Singh P, Skou ST, Sleet DA, Slepak ELN, Solanki R, Soliman SSM, Song S, Song Y, Sorensen RJD, Soriano JB, Soyiri IN, Spartalis M, Sreeramareddy CT, Stark BA, Starodubova AV, Stein C, Stein DJ, Steiner C, Steiner TJ, Steinmetz JD, Steiropoulos P, Stockfelt L, Stokes MA, Subedi NS, Subramaniyan V, Suemoto CK, Suleman M, Suliankatchi Abdulkader R, Sultana A, Sundström J, Swain CK, Szarpak L, Tabaee Damavandi P, Tabarés-Seisdedos R, Tabatabaei Malazy O, Tabatabaeizadeh SA, Tabatabai S, Tabche C, Tabish M, Tadakamadla SK, Taheri Abkenar Y, Taheri Soodejani M, Taherkhani A, Taiba J, Talaat IM, Talukder A, Tampa M, Tamuzi JL, Tan KK, Tandukar S, Tang H, Tavakoli Oliaee R, Tavangar SM, Teimoori M, Temsah MH, Teramoto M, Thangaraju P, Thankappan KR, Thapar R, Thayakaran R, Thirunavukkarasu S, Thomas N, Thomas NK, Thum CCC, Tichopad A, Ticoalu JHV, Tillawi T, Tiruye TY, Tobe-Gai R, Tonelli M, Topor-Madry R, Torre AE, Touvier M, Tovani-Palone MR, Tran JT, Tran MTN, Tran NM, Tran NH, Trico D, Tromans SJ, Truyen TTTT, Tsatsakis A, Tsegay GM, Tsermpini EE, Tumurkhuu M, Tyrovolas S, Udoh A, Umair M, Umakanthan S, Umar TP, Undurraga EA, Unim B, Unnikrishnan B, Unsworth CA, Upadhyay E, Urso D, Usman JS, Vahabi SM, Vaithinathan AG, Van den Eynde J, Varga O, Varma RP, Vart P, Vasankari TJ, Vasic M, Vaziri S, Vellingiri B, Venketasubramanian N, Veroux M, Verras GI, Vervoort D, Villafañe JH, Violante FS, Vlassov V, Vollset SE, Volovat SR, Vongpradith A, Waheed Y, Wang C, Wang F, Wang N, Wang S, Wang Y, Wang YP, Ward P, Wassie EG, Weaver MR, Weerakoon KG, Weintraub RG, Weiss DJ, Weldemariam AH, Wells KM, Wen YF, Whisnant JL, Whiteford HA, Wiangkham T, Wickramasinghe DP, Wickramasinghe ND, Wilandika A, Wilkerson C, Willeit P, Wimo A, Woldegebreal DH, Wolf AW, Wong YJ, Woolf AD, Wu C, Wu F, Wu X, Wu Z, Wulf Hanson S, Xia Y, Xiao H, Xu X, Xu YY, Yadav L, Yadollahpour A, Yaghoubi S, Yamagishi K, Yang L, Yano Y, Yao Y, Yaribeygi H, Yazdanpanah MH, Ye P, Yehualashet SS, Yesuf SA, Yezli S, Yiğit A, Yiğit V, Yigzaw ZA, Yismaw Y, Yon DK, Yonemoto N, Younis MZ, Yu C, Yu Y, Yusuf H, Zahid MH, Zakham F, Zaki L, Zaki N, Zaman BA, Zamora N, Zand R, Zandieh GGZ, Zar HJ, Zarrintan A, Zastrozhin MS, Zhang H, Zhang N, Zhang Y, Zhao H, Zhong C, Zhong P, Zhou J, Zhu Z, Ziafati M, Zielińska M, Zimsen SRM, Zoladl M, Zumla A, Zyoud SH, Vos T, Murray CJL. Global incidence, prevalence, years lived with disability (YLDs), disability-adjusted life-years (DALYs), and healthy life expectancy (HALE) for 371 diseases and injuries in 204 countries and territories and 811 subnational locations, 1990-2021: a systematic analysis for the Global Burden of Disease Study 2021. Lancet 2024; 403:2133-2161. [PMID: 38642570 DOI: 10.1016/s0140-6736(24)00757-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 03/07/2024] [Accepted: 04/12/2024] [Indexed: 04/22/2024]
Abstract
BACKGROUND Detailed, comprehensive, and timely reporting on population health by underlying causes of disability and premature death is crucial to understanding and responding to complex patterns of disease and injury burden over time and across age groups, sexes, and locations. The availability of disease burden estimates can promote evidence-based interventions that enable public health researchers, policy makers, and other professionals to implement strategies that can mitigate diseases. It can also facilitate more rigorous monitoring of progress towards national and international health targets, such as the Sustainable Development Goals. For three decades, the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) has filled that need. A global network of collaborators contributed to the production of GBD 2021 by providing, reviewing, and analysing all available data. GBD estimates are updated routinely with additional data and refined analytical methods. GBD 2021 presents, for the first time, estimates of health loss due to the COVID-19 pandemic. METHODS The GBD 2021 disease and injury burden analysis estimated years lived with disability (YLDs), years of life lost (YLLs), disability-adjusted life-years (DALYs), and healthy life expectancy (HALE) for 371 diseases and injuries using 100 983 data sources. Data were extracted from vital registration systems, verbal autopsies, censuses, household surveys, disease-specific registries, health service contact data, and other sources. YLDs were calculated by multiplying cause-age-sex-location-year-specific prevalence of sequelae by their respective disability weights, for each disease and injury. YLLs were calculated by multiplying cause-age-sex-location-year-specific deaths by the standard life expectancy at the age that death occurred. DALYs were calculated by summing YLDs and YLLs. HALE estimates were produced using YLDs per capita and age-specific mortality rates by location, age, sex, year, and cause. 95% uncertainty intervals (UIs) were generated for all final estimates as the 2·5th and 97·5th percentiles values of 500 draws. Uncertainty was propagated at each step of the estimation process. Counts and age-standardised rates were calculated globally, for seven super-regions, 21 regions, 204 countries and territories (including 21 countries with subnational locations), and 811 subnational locations, from 1990 to 2021. Here we report data for 2010 to 2021 to highlight trends in disease burden over the past decade and through the first 2 years of the COVID-19 pandemic. FINDINGS Global DALYs increased from 2·63 billion (95% UI 2·44-2·85) in 2010 to 2·88 billion (2·64-3·15) in 2021 for all causes combined. Much of this increase in the number of DALYs was due to population growth and ageing, as indicated by a decrease in global age-standardised all-cause DALY rates of 14·2% (95% UI 10·7-17·3) between 2010 and 2019. Notably, however, this decrease in rates reversed during the first 2 years of the COVID-19 pandemic, with increases in global age-standardised all-cause DALY rates since 2019 of 4·1% (1·8-6·3) in 2020 and 7·2% (4·7-10·0) in 2021. In 2021, COVID-19 was the leading cause of DALYs globally (212·0 million [198·0-234·5] DALYs), followed by ischaemic heart disease (188·3 million [176·7-198·3]), neonatal disorders (186·3 million [162·3-214·9]), and stroke (160·4 million [148·0-171·7]). However, notable health gains were seen among other leading communicable, maternal, neonatal, and nutritional (CMNN) diseases. Globally between 2010 and 2021, the age-standardised DALY rates for HIV/AIDS decreased by 47·8% (43·3-51·7) and for diarrhoeal diseases decreased by 47·0% (39·9-52·9). Non-communicable diseases contributed 1·73 billion (95% UI 1·54-1·94) DALYs in 2021, with a decrease in age-standardised DALY rates since 2010 of 6·4% (95% UI 3·5-9·5). Between 2010 and 2021, among the 25 leading Level 3 causes, age-standardised DALY rates increased most substantially for anxiety disorders (16·7% [14·0-19·8]), depressive disorders (16·4% [11·9-21·3]), and diabetes (14·0% [10·0-17·4]). Age-standardised DALY rates due to injuries decreased globally by 24·0% (20·7-27·2) between 2010 and 2021, although improvements were not uniform across locations, ages, and sexes. Globally, HALE at birth improved slightly, from 61·3 years (58·6-63·6) in 2010 to 62·2 years (59·4-64·7) in 2021. However, despite this overall increase, HALE decreased by 2·2% (1·6-2·9) between 2019 and 2021. INTERPRETATION Putting the COVID-19 pandemic in the context of a mutually exclusive and collectively exhaustive list of causes of health loss is crucial to understanding its impact and ensuring that health funding and policy address needs at both local and global levels through cost-effective and evidence-based interventions. A global epidemiological transition remains underway. Our findings suggest that prioritising non-communicable disease prevention and treatment policies, as well as strengthening health systems, continues to be crucially important. The progress on reducing the burden of CMNN diseases must not stall; although global trends are improving, the burden of CMNN diseases remains unacceptably high. Evidence-based interventions will help save the lives of young children and mothers and improve the overall health and economic conditions of societies across the world. Governments and multilateral organisations should prioritise pandemic preparedness planning alongside efforts to reduce the burden of diseases and injuries that will strain resources in the coming decades. FUNDING Bill & Melinda Gates Foundation.
Collapse
|
6
|
Brauer M, Roth GA, Aravkin AY, Zheng P, Abate KH, Abate YH, Abbafati C, Abbasgholizadeh R, Abbasi MA, Abbasian M, Abbasifard M, Abbasi-Kangevari M, Abd ElHafeez S, Abd-Elsalam S, Abdi P, Abdollahi M, Abdoun M, Abdulah DM, Abdullahi A, Abebe M, Abedi A, Abedi A, Abegaz TM, Abeldaño Zuñiga RA, Abiodun O, Abiso TL, Aboagye RG, Abolhassani H, Abouzid M, Aboye GB, Abreu LG, Abualruz H, Abubakar B, Abu-Gharbieh E, Abukhadijah HJJ, Aburuz S, Abu-Zaid A, Adane MM, Addo IY, Addolorato G, Adedoyin RA, Adekanmbi V, Aden B, Adetunji JB, Adeyeoluwa TE, Adha R, Adibi A, Adnani QES, Adzigbli LA, Afolabi AA, Afolabi RF, Afshin A, Afyouni S, Afzal MS, Afzal S, Agampodi SB, Agbozo F, Aghamiri S, Agodi A, Agrawal A, Agyemang-Duah W, Ahinkorah BO, Ahmad A, Ahmad D, Ahmad F, Ahmad N, Ahmad S, Ahmad T, Ahmed A, Ahmed A, Ahmed A, Ahmed LA, Ahmed MB, Ahmed S, Ahmed SA, Ajami M, Akalu GT, Akara EM, Akbarialiabad H, Akhlaghi S, Akinosoglou K, Akinyemiju T, Akkaif MA, Akkala S, Akombi-Inyang B, Al Awaidy S, Al Hasan SM, Alahdab F, AL-Ahdal TMA, Alalalmeh SO, Alalwan TA, Al-Aly Z, Alam K, Alam N, Alanezi FM, Alanzi TM, Albakri A, AlBataineh MT, Aldhaleei WA, Aldridge RW, Alemayohu MA, Alemu YM, Al-Fatly B, Al-Gheethi AAS, Al-Habbal K, Alhabib KF, Alhassan RK, Ali A, Ali A, Ali BA, Ali I, Ali L, Ali MU, Ali R, Ali SSS, Ali W, Alicandro G, Alif SM, Aljunid SM, Alla F, Al-Marwani S, Al-Mekhlafi HM, Almustanyir S, Alomari MA, Alonso J, Alqahtani JS, Alqutaibi AY, Al-Raddadi RM, Alrawashdeh A, Al-Rifai RH, Alrousan SM, Al-Sabah SK, Alshahrani NZ, Altaany Z, Altaf A, Al-Tawfiq JA, Altirkawi KA, Aluh DO, Alvis-Guzman N, Alvis-Zakzuk NJ, Alwafi H, Al-Wardat MS, Al-Worafi YM, Aly H, Aly S, Alzoubi KH, Al-Zyoud W, Amaechi UA, Aman Mohammadi M, Amani R, Amiri S, Amirzade-Iranaq MH, Ammirati E, Amu H, Amugsi DA, Amusa GA, Ancuceanu R, Anderlini D, Anderson JA, Andrade PP, Andrei CL, Andrei T, Anenberg SC, Angappan D, Angus C, Anil A, Anil S, Anjum A, Anoushiravani A, Antonazzo IC, Antony CM, Antriyandarti E, Anuoluwa BS, Anvari D, Anvari S, Anwar S, Anwar SL, Anwer R, Anyabolo EE, Anyasodor AE, Apostol GLC, Arabloo J, Arabzadeh Bahri R, Arafat M, Areda D, Aregawi BB, Aremu A, Armocida B, Arndt MB, Ärnlöv J, Arooj M, Artamonov AA, Artanti KD, Aruleba IT, Arumugam A, Asbeutah AM, Asgary S, Asgedom AA, Ashbaugh C, Ashemo MY, Ashraf T, Askarinejad A, Assmus M, Astell-Burt T, Athar M, Athari SS, Atorkey P, Atreya A, Aujayeb A, Ausloos M, Avila-Burgos L, Awoke AA, Ayala Quintanilla BP, Ayatollahi H, Ayestas Portugal C, Ayuso-Mateos JL, Azadnajafabad S, Azevedo RMS, Azhar GS, Azizi H, Azzam AY, Backhaus IL, Badar M, Badiye AD, Bagga A, Baghdadi S, Bagheri N, Bagherieh S, Bahrami Taghanaki P, Bai R, Baig AA, Baker JL, Bakkannavar SM, Balasubramanian M, Baltatu OC, Bam K, Bandyopadhyay S, Banik B, Banik PC, Banke-Thomas A, Bansal H, Barchitta M, Bardhan M, Bardideh E, Barker-Collo SL, Bärnighausen TW, Barone-Adesi F, Barqawi HJ, Barrero LH, Barrow A, Barteit S, Basharat Z, Basiru A, Basso JD, Bastan MM, Basu S, Batchu S, Batra K, Batra R, Baune BT, Bayati M, Bayileyegn NS, Beaney T, Behnoush AH, Beiranvand M, Béjot Y, Bekele A, Belgaumi UI, Bell AW, Bell ML, Bello MB, Bello OO, Belo L, Beloukas A, Bendak S, Bennett DA, Bennitt FB, Bensenor IM, Benzian H, Beran A, Berezvai Z, Bernabe E, Bernstein RS, Bettencourt PJG, Bhagavathula AS, Bhala N, Bhandari D, Bhardwaj N, Bhardwaj P, Bhaskar S, Bhat AN, Bhat V, Bhatti GK, Bhatti JS, Bhatti MS, Bhatti R, Bhuiyan MA, Bhutta ZA, Bikbov B, Bishai JD, Bisignano C, Biswas A, Biswas B, Biswas RK, Bjørge T, Boachie MK, Boakye H, Bockarie MJ, Bodolica V, Bodunrin AO, Bogale EK, Bolla SR, Boloor A, Bonakdar Hashemi M, Boppana SH, Bora Basara B, Borhany H, Botero Carvajal A, Bouaoud S, Boufous S, Bourne R, Boxe C, Braithwaite D, Brant LC, Brar A, Breitborde NJK, Breitner S, Brenner H, Briko AN, Britton G, Brown CS, Browne AJ, Brunoni AR, Bryazka D, Bulamu NB, Bulto LN, Buonsenso D, Burkart K, Burns RA, Busse R, Bustanji Y, Butt NS, Butt ZA, Caetano dos Santos FL, Cagney J, Cahuana-Hurtado L, Calina D, Cámera LA, Campos LA, Campos-Nonato IR, Cao C, Cao F, Cao Y, Capodici A, Cárdenas R, Carr S, Carreras G, Carrero JJ, Carugno A, Carvalho F, Carvalho M, Castaldelli-Maia JM, Castañeda-Orjuela CA, Castelpietra G, Catalá-López F, Catapano AL, Cattaruzza MS, Caye A, Cederroth CR, Cegolon L, Cenderadewi M, Cercy KM, Cerin E, Chadwick J, Chakraborty C, Chakraborty PA, Chakraborty S, Chan JSK, Chan RNC, Chandan JS, Chandika RM, Chaturvedi P, Chen AT, Chen CS, Chen H, Chen MX, Chen M, Chen S, Cheng CY, Cheng ETW, Cherbuin N, Chi G, Chichagi F, Chimed-Ochir O, Chimoriya R, Ching PR, Chirinos-Caceres JL, Chitheer A, Cho WCS, Chong B, Chopra H, Chowdhury R, Christopher DJ, Chu DT, Chukwu IS, Chung E, Chung SC, Chutiyami M, Cioffi I, Cogen RM, Cohen AJ, Columbus A, Conde J, Corlateanu A, Cortese S, Cortesi PA, Costa VM, Costanzo S, Criqui MH, Cruz JA, Cruz-Martins N, Culbreth GT, da Silva AG, Dadras O, Dai X, Dai Z, Daikwo PU, Dalli LL, Damiani G, D'Amico E, D'Anna L, Darwesh AM, Das JK, Das S, Dash NR, Dashti M, Dávila-Cervantes CA, Davis Weaver N, Davitoiu DV, De la Hoz FP, de la Torre-Luque A, De Leo D, Debopadhaya S, Degenhardt L, Del Bo' C, Delgado-Enciso I, Delgado-Saborit JM, Demoze CK, Denova-Gutiérrez E, Dervenis N, Dervišević E, Desai HD, Desai R, Devanbu VGC, Dewan SMR, Dhali A, Dhama K, Dhane AS, Dhimal ML, Dhimal M, Dhingra S, Dhulipala VR, Dhungana RR, Dias da Silva D, Diaz D, Diaz LA, Diaz MJ, Dima A, Ding DD, Dinu M, Djalalinia S, Do TC, Do THP, do Prado CB, Dodangeh M, Dohare S, Dokova KG, Dong W, Dongarwar D, D'Oria M, Dorostkar F, Dorsey ER, Doshi R, Doshmangir L, Dowou RK, Driscoll TR, Dsouza AC, Dsouza HL, Dumith SC, Duncan BB, Duraes AR, Duraisamy S, Dushpanova A, Dzianach PA, Dziedzic AM, Ebrahimi A, Echieh CP, Ed-Dra A, Edinur HA, Edvardsson D, Edvardsson K, Efendi F, Eftekharimehrabad A, Eini E, Ekholuenetale M, Ekundayo TC, El Arab RA, El Sayed Zaki M, El-Dahiyat F, Elemam NM, Elgar FJ, ElGohary GMT, Elhabashy HR, Elhadi M, Elmehrath AO, Elmeligy OAA, Elshaer M, Elsohaby I, Emeto TI, Esfandiari N, Eshrati B, Eslami M, Esmaeili SV, Estep K, Etaee F, Fabin N, Fagbamigbe AF, Fagbule OF, Fahimi S, Falzone L, Fareed M, Farinha CSES, Faris MEM, Faris PS, Faro A, Fasina FO, Fatehizadeh A, Fauk NK, Fazylov T, Feigin VL, Feng X, Fereshtehnejad SM, Feroze AH, Ferrara P, Ferrari AJ, Ferreira N, Fetensa G, Feyisa BR, Filip I, Fischer F, Fitriana I, Flavel J, Flohr C, Flood D, Flor LS, Foigt NA, Folayan MO, Force LM, Fortuna D, Foschi M, Franklin RC, Freitas A, Friedman SD, Fux B, G S, Gaal PA, Gaihre S, Gajdács M, Galali Y, Gallus S, Gandhi AP, Ganesan B, Ganiyani MA, Garcia V, Gardner WM, Garg RK, Gautam RK, Gebi TG, Gebregergis MW, Gebrehiwot M, Gebremariam TBB, Gebremeskel TG, Gerema U, Getacher L, Getahun GKA, Getie M, Ghadirian F, Ghafarian S, Ghaffari Jolfayi A, Ghailan KY, Ghajar A, Ghasemi M, Ghasempour Dabaghi G, Ghasemzadeh A, Ghassemi F, Ghazy RM, Gholami A, Gholamrezanezhad A, Gholizadeh N, Ghorbani M, Gil AU, Gil GF, Gilbertson NM, Gill PS, Gill TK, Gindaba EZ, Girmay A, Glasbey JC, Gnedovskaya EV, Göbölös L, Godinho MA, Goel A, Golechha M, Goleij P, Golinelli D, Gomes NGM, Gopalani SV, Gorini G, Goudarzi H, Goulart AC, Gouravani M, Goyal A, Graham SM, Grivna M, Grosso G, Guan SY, Guarducci G, Gubari MIM, Guha A, Guicciardi S, Gulati S, Gulisashvili D, Gunawardane DA, Guo C, Gupta AK, Gupta B, Gupta M, Gupta R, Gupta RD, Gupta R, Gupta S, Gupta VB, Gupta VK, Gupta VK, Habibzadeh F, Habibzadeh P, Hadaro TS, Hadian Z, Haep N, Haghi-Aminjan H, Haghmorad D, Hagins H, Haile D, Hailu A, Hajj Ali A, Halboub ES, Halimi A, Hall BJ, Haller S, Halwani R, Hamadeh RR, Hamdy NM, Hameed S, Hamidi S, Hammoud A, Hanif A, Hanifi N, Haq ZA, Haque MR, Harapan H, Hargono A, Haro JM, Hasaballah AI, Hasan I, Hasan MJ, Hasan SMM, Hasani H, Hasanian M, Hashmeh N, Hasnain MS, Hassan A, Hassan I, Hassan Zadeh Tabatabaei MS, Hassani S, Hassanipour S, Hassankhani H, Haubold J, Havmoeller RJ, Hay SI, Hebert JJ, Hegazi OE, Hegena TY, Heidari G, Heidari M, Helfer B, Hemmati M, Henson CA, Herbert ME, Herteliu C, Heuer A, Hezam K, Hinneh TK, Hiraike Y, Hoan NQ, Holla R, Hon J, Hoque ME, Horita N, Hossain S, Hosseini SE, Hosseinzadeh H, Hosseinzadeh M, Hostiuc M, Hostiuc S, Hoven H, Hsairi M, Hsu JM, Hu C, Huang J, Huda MN, Hulland EN, Hultström M, Hushmandi K, Hussain J, Hussein NR, Huynh CK, Huynh HH, Ibitoye SE, Idowu OO, Ihler AL, Ikeda N, Ikuta KS, Ilesanmi OS, Ilic IM, Ilic MD, Imam MT, Immurana M, Inbaraj LR, Irham LM, Isa MA, Islam MR, Ismail F, Ismail NE, Iso H, Isola G, Iwagami M, Iwu CCD, Iwu-Jaja CJ, J V, Jaafari J, Jacob L, Jacobsen KH, Jadidi-Niaragh F, Jahankhani K, Jahanmehr N, Jahrami H, Jain A, Jain N, Jairoun AA, Jaiswal A, Jakovljevic M, Jalilzadeh Yengejeh R, Jamora RDG, Jatau AI, Javadov S, Javaheri T, Jayaram S, Jeganathan J, Jeswani BM, Jiang H, Johnson CO, Jokar M, Jomehzadeh N, Jonas JB, Joo T, Joseph A, Joseph N, Joshi V, Joshua CE, Jozwiak JJ, Jürisson M, Kaambwa B, Kabir A, Kabir Z, Kadashetti V, Kahn EM, Kalani R, Kaliyadan F, Kalra S, Kamath R, Kanagasabai T, Kanchan T, Kandel H, Kanmiki EW, Kanmodi KK, Kansal SK, Kapner DJ, Kapoor N, Karagiannidis E, Karajizadeh M, Karakasis P, Karanth SD, Karaye IM, Karch A, Karim A, Karimi H, Karmakar S, Kashoo FZ, Kasraei H, Kassahun WD, Kassebaum NJ, Kassel MB, Katikireddi SV, Kauppila JH, Kawakami N, Kaydi N, Kayode GA, Kazemi F, Keiyoro PN, Kemmer L, Kempen JH, Kerr JA, Kesse-Guyot E, Khader YS, Khafaie MA, Khajuria H, Khalaji A, Khalil M, Khalilian A, Khamesipour F, Khan A, Khan MN, Khan M, Khan MJ, Khan MAB, Khanmohammadi S, Khatab K, Khatatbeh H, Khatatbeh MM, Khatib MN, Khavandegar A, Khayat Kashani HR, Khidri FF, Khodadoust E, Khormali M, Khorrami Z, Khosla AA, Khosrowjerdi M, Khreis H, Khusun H, Kifle ZD, Kim K, Kim MS, Kim YJ, Kimokoti RW, Kisa A, Kisa S, Knibbs LD, Knudsen AKS, Koh DSQ, Kolahi AA, Kompani F, Kong J, Koren G, Korja M, Korshunov VA, Korzh O, Kosen S, Kothari N, Koul PA, Koulmane Laxminarayana SL, Krishan K, Krishnamoorthy V, Krishnamoorthy Y, Krishnan B, Krohn KJ, Kuate Defo B, Kucuk Bicer B, Kuddus MA, Kuddus M, Kugbey N, Kuitunen I, Kulimbet M, Kulkarni V, Kumar A, Kumar N, Kumar V, Kundu S, Kurmi OP, Kusnali A, Kusuma D, Kutluk T, La Vecchia C, Ladan MA, Laflamme L, Lahariya C, Lai DTC, Lal DK, Lallukka T, Lám J, Lan Q, Lan T, Landires I, Lanfranchi F, Langguth B, Lansingh VC, Laplante-Lévesque A, Larijani B, Larsson AO, Lasrado S, Lauriola P, Le HH, Le LKD, Le NHH, Le TTT, Leasher JL, Ledda C, Lee M, Lee PH, Lee SW, Lee SWH, Lee YH, LeGrand KE, Leigh J, Leong E, Lerango TL, Lescinsky H, Leung J, Li MC, Li WZ, Li W, Li Y, Li Z, Ligade VS, Lim LL, Lim SS, Lin RT, Lin S, Liu C, Liu G, Liu J, Liu J, Liu RT, Liu S, Liu W, Liu X, Liu X, Livingstone KM, Llanaj E, Lohiya A, López-Bueno R, Lopukhov PD, Lorkowski S, Lotufo PA, Lozano R, Lubinda J, Lucchetti G, Luo L, lv H, M Amin HI, Ma ZF, Maass KL, Mabrok M, Machairas N, Machoy M, Mafhoumi A, Magdy Abd El Razek M, Maghazachi AA, Mahadeshwara Prasad DR, Maharaj SB, Mahmoud MA, Mahmoudi E, Majeed A, Makram OM, Makris KC, Malasala S, Maled V, Malhotra K, Malik AA, Malik I, Malinga LA, Malta DC, Mamun AA, Manda AL, Manla Y, Mansour A, Mansouri B, Mansouri P, Mansourian M, Mansournia MA, Mantovani LG, Manu E, Marateb HR, Maravilla JC, Marsh E, Martinez G, Martinez-Piedra R, Martini S, Martins-Melo FR, Martorell M, Marx W, Maryam S, Mathangasinghe Y, Mathioudakis AG, Matozinhos FP, Mattumpuram J, Maugeri A, Maulik PK, Mayeli M, Mazidi M, Mazzotti A, McGrath JJ, McKee M, McKowen ALW, McLaughlin SA, McPhail MA, McPhail SM, Mechili EA, Mehmood A, Mehmood K, Mehrabani-Zeinabad K, Mehrabi Nasab E, Meier T, Mejia-Rodriguez F, Mekene Meto T, Mekonnen BD, Menezes RG, Mengist B, Mensah GA, Mensah LG, Mentis AFA, Meo SA, Meretoja A, Meretoja TJ, Mersha AM, Mesfin BA, Mestrovic T, Mettananda KCD, Mettananda S, Miazgowski T, Micha G, Michalek IM, Micheletti Gomide Nogueira de Sá AC, Miller TR, Mirarefin M, Mirghafourvand M, Mirica A, Mirijello A, Mirrakhimov EM, Mirshahi A, Mirzaei M, Mishra AK, Mishra V, Mitchell PB, Mithra P, Mittal C, Moazen B, Moberg ME, Mocciaro G, Mohamadkhani A, Mohamed AZ, Mohamed AI, Mohamed J, Mohamed MFH, Mohamed NS, Mohammadi E, Mohammadi S, Mohammadian-Hafshejani A, Mohammadifard N, Mohammed H, Mohammed M, Mohammed S, Mohammed S, Mokdad AH, Monasta L, Mondello S, Moni MA, Moodi Ghalibaf A, Moore CE, Moradi M, Moradi Y, Moraga P, Morawska L, Moreira RS, Morovatdar N, Morrison SD, Morze J, Mosaddeghi Heris R, Mossialos E, Motappa R, Mougin V, Mousavi P, Msherghi A, Mubarik S, Muccioli L, Mueller UO, Mulita F, Mullany EC, Munjal K, Murillo-Zamora E, Murlimanju BV, Musina AM, Mustafa G, Muthu S, Muthupandian S, Muthusamy R, Muzaffar M, Myung W, Nafei A, Nagarajan AJ, Nagaraju SP, Nagel G, Naghavi M, Naghavi P, Naik GR, Naik G, Nainu F, Nair TS, Najdaghi S, Nakhostin Ansari N, Nanavaty DP, Nangia V, Narasimha Swamy S, Narimani Davani D, Nascimento BR, Nascimento GG, Nashwan AJ, Natto ZS, Nauman J, Navaratna SNK, Naveed M, Nayak BP, Nayak VC, Ndejjo R, Nduaguba SO, Negash H, Negoi I, Negoi RI, Nejadghaderi SA, Nejjari C, Nematollahi MH, Nepal S, Neupane S, Ng M, Nguefack-Tsague G, Ngunjiri JW, Nguyen DH, Nguyen NNY, Nguyen PT, Nguyen PT, Nguyen VT, Nguyen Tran Minh D, Niazi RK, Nicholson SI, Nie J, Nikoobar A, Nikpoor AR, Ningrum DNA, Nnaji CA, Noman EA, Nomura S, Noroozi N, Norrving B, Noubiap JJ, Nri-Ezedi CA, Ntaios G, Ntsekhe M, Nunemo MH, Nurrika D, Nutor JJ, Oancea B, O'Connell EM, Odetokun IA, O'Donnell MJ, Oduro MS, Ogunfowokan AA, Ogunkoya A, Oh IH, Okati-Aliabad H, Okeke SR, Okekunle AP, Okonji OC, Olagunju AT, Olasupo OO, Olatubi MI, Oliveira AB, Oliveira GMM, Olorukooba AA, Olufadewa II, Olusanya BO, Olusanya JO, Oluwafemi YD, Omar HA, Omar Bali A, Omer GL, Ong KL, Ong S, Onwujekwe OE, Onyedibe KI, Oppong AF, Ordak M, Orish VN, Ornello R, Orpana HM, Ortiz A, Ortiz-Prado E, Osman WMS, Ostroff SM, Osuagwu UL, Otoiu A, Otstavnov N, Otstavnov SS, Ouyahia A, Owolabi MO, Oyeyemi IT, Oyeyemi OT, P A MP, Pacheco-Barrios K, Padron-Monedero A, Padubidri JR, Pal PK, Palicz T, Pan F, Pan HF, Pana A, Panda SK, Panda-Jonas S, Pandey A, Pandi-Perumal SR, Pangaribuan HU, Pantazopoulos I, Pantea Stoian AM, Papadopoulou P, Parent MC, Parija PP, Parikh RR, Park S, Park S, Parsons N, Pashaei A, Pasovic M, Passera R, Patil S, Patoulias D, Patthipati VS, Paudel U, Pawar S, Pazoki Toroudi H, Peden AE, Pedersini P, Peng M, Pensato U, Pepito VCF, Peprah EK, Peprah P, Peres MFP, Perianayagam A, Perico N, Perna S, Pesudovs K, Petcu IR, Petermann-Rocha FE, Pham HT, Philip AK, Phillips MR, Pickering BV, Pierannunzio D, Pigeolet M, Pigott DM, Piracha ZZ, Piradov MA, Pisoni E, Piyasena MP, Plass D, Plotnikov E, Poddighe D, Polkinghorne KR, Poluru R, Pond CD, Popovic DS, Porru F, Postma MJ, Poudel GR, Pour-Rashidi A, Pourshams A, Pourtaheri N, Prabhu D, Prada SI, Pradhan J, Pradhan PMS, Prasad M, Prates EJS, Purnobasuki H, Purohit BM, Puvvula J, Qasim NH, Qattea I, Qazi AS, Qian G, Qiu S, Rabiee Rad M, Radfar A, Radhakrishnan RA, Radhakrishnan V, Raeisi Shahraki H, Rafferty Q, Rafiei A, Raggi A, Raghav PR, Raheem N, Rahim F, Rahim MJ, Rahimifard M, Rahimi-Movaghar V, Rahman MO, Rahman MA, Rahmani AM, Rahmani B, Rahmanian M, Rahmanian N, Rahmanian V, Rahmati M, Rahmawaty S, Raimondo D, Rajaa S, Rajendran V, Rajput P, Ramadan MM, Ramasamy SK, Ramasubramani P, Ramazanu S, Ramteke PW, Rana J, Rana K, Ranabhat CL, Rane A, Rani U, Ranta A, Rao CR, Rao M, Rao PC, Rao SJ, Rasella D, Rashedi S, Rashedi V, Rashidi M, Rashidi MM, Rasouli-Saravani A, Ratan ZA, Rathnaiah Babu G, Rauniyar SK, Rautalin I, Rawaf DL, Rawaf S, Rawassizadeh R, Razo C, Reda ZFF, Reddy MMRK, Redwan EMM, Reifels L, Reitsma MB, Remuzzi G, Reshmi B, Resnikoff S, Restaino S, Reyes LF, Rezaei M, Rezaei N, Rezaei N, Rezaeian M, Rhee TG, Riaz MA, Ribeiro ALP, Rickard J, Robinson-Oden HE, Rodrigues CF, Rodrigues M, Rodriguez JAB, Roever L, Romadlon DS, Ronfani L, Rosauer JJ, Roshandel G, Rostamian M, Rotimi K, Rout HS, Roy B, Roy N, Rubagotti E, Ruela GDA, Rumisha SF, Runghien T, Russo M, Ruzzante SW, S N C, Saad AMA, Saber K, Saber-Ayad MM, Sabour S, Sacco S, Sachdev PS, Sachdeva R, Saddik B, Saddler A, Sadee BA, Sadeghi E, Sadeghi M, Sadeghi Majd E, Saeb MR, Saeed U, Safari M, Safi S, Safi SZ, Sagar R, Sagoe D, Saheb Sharif-Askari F, Saheb Sharif-Askari N, Sahebkar A, Sahoo SS, Sahu M, Saif Z, Sajid MR, Sakshaug JW, Salam N, Salamati P, Salami AA, Salaroli LB, Salehi L, Salehi S, Salem MR, Salem MZY, Salihu D, Salimi S, Salum GA, Samadi Kafil H, Samadzadeh S, Samodra YL, Samuel VP, Samy AM, Sanabria J, Sanjeev RK, Sanna F, Santomauro DF, Santric-Milicevic MM, Sarasmita MA, Saraswathy SYI, Saravanan A, Saravi B, Sarikhani Y, Sarmiento-Suárez R, Sarode GS, Sarode SC, Sartorius B, Sarveazad A, Sathian B, Sattin D, Sawhney M, Saya GK, Sayeed A, Sayeed MA, Sayyah M, Schinckus C, Schmidt MI, Schuermans A, Schumacher AE, Schutte AE, Schwarzinger M, Schwebel DC, Schwendicke F, Selvaraj S, Semreen MH, Senthilkumaran S, Serban D, Serre ML, Sethi Y, Shafie M, Shah H, Shah NS, Shah PA, Shah SM, Shahbandi A, Shaheen AA, Shahid S, Shahid W, Shahsavari HR, Shahwan MJ, Shaikh MA, Shaikh SZ, Shalash AS, Sham S, Shamim MA, Shams-Beyranvand M, Shamshirgaran MA, Shamsi MA, Shanawaz M, Shankar A, Sharfaei S, Sharifan A, Sharifi-Rad J, Sharma M, Sharma U, Sharma V, Shastry RP, Shavandi A, Shehabeldine AME, Shehzadi S, Sheikh A, Shen J, Shetty A, Shetty BSK, Shetty PH, Shiani A, Shiferaw D, Shigematsu M, Shin MJ, Shiri R, Shittu A, Shiue I, Shivakumar KM, Shivarov V, Shool S, Shorofi SA, Shrestha R, Shrestha S, Shuja KH, Shuval K, Si Y, Siddig EE, Silva DAS, Silva LMLR, Silva S, Silva TPR, Simpson CR, Singh A, Singh BB, Singh B, Singh G, Singh H, Singh JA, Singh M, Singh NP, Singh P, Singh S, Sinto R, Sivakumar S, Siwal SS, Skhvitaridze N, Skou ST, Sleet DA, Sobia F, Soboka M, Socea B, Solaimanian S, Solanki R, Solanki S, Soliman SSM, Somayaji R, Song Y, Sorensen RJD, Soriano JB, Soyiri IN, Spartalis M, Spearman S, Spencer CN, Sreeramareddy CT, Stachteas P, Stafford LK, Stanaway JD, Stanikzai MH, Stein C, Stein DJ, Steinbeis F, Steiner C, Steinke S, Steiropoulos P, Stockfelt L, Stokes MA, Straif K, Stranges S, Subedi N, Subramaniyan V, Suleman M, Suliankatchi Abdulkader R, Sundström J, Sunkersing D, Sunnerhagen KS, Suresh V, Swain CK, Szarpak L, Szeto MD, Tabaee Damavandi P, Tabarés-Seisdedos R, Tabatabaei SM, Tabatabaei Malazy O, Tabatabaeizadeh SA, Tabatabai S, Tabche C, Tabish M, Tadakamadla SK, Taheri Abkenar Y, Taheri Soodejani M, Taherkhani A, Taiba J, Takahashi K, Talaat IM, Tamuzi JL, Tan KK, Tang H, Tat NY, Taveira N, Tefera YM, Tehrani-Banihashemi A, Temesgen WA, Temsah MH, Teramoto M, Terefa DR, Teye-Kwadjo E, Thakur R, Thangaraju P, Thankappan KR, Thapar R, Thayakaran R, Thirunavukkarasu S, Thomas N, Thomas NK, Tian J, Tichopad A, Ticoalu JHV, Tiruye TY, Tobe-Gai R, Tolani MA, Tolossa T, Tonelli M, Topor-Madry R, Topouzis F, Touvier M, Tovani-Palone MR, Trabelsi K, Tran JT, Tran MTN, Tran NM, Trico D, Trihandini I, Troeger CE, Tromans SJ, Truyen TTTT, Tsatsakis A, Tsermpini EE, Tumurkhuu M, Udoakang AJ, Udoh A, Ullah A, Ullah S, Ullah S, Umair M, Umakanthan S, Unim B, Unnikrishnan B, Upadhyay E, Urso D, Usman JS, Vaithinathan AG, Vakili O, Valenti M, Valizadeh R, Van den Eynde J, van Donkelaar A, Varga O, Vart P, Varthya SB, Vasankari TJ, Vasic M, Vaziri S, Venketasubramanian N, Verghese NA, Verma M, Veroux M, Verras GI, Vervoort D, Villafañe JH, Villalobos-Daniel VE, Villani L, Villanueva GI, Vinayak M, Violante FS, Vlassov V, Vo B, Vollset SE, Volovat SR, Vos T, Vujcic IS, Waheed Y, Wang C, Wang F, Wang S, Wang Y, Wang YP, Wanjau MN, Waqas M, Ward P, Waris A, Wassie EG, Weerakoon KG, Weintraub RG, Weiss DJ, Weiss EJ, Weldetinsaa HLL, Wells KM, Wen YF, Wiangkham T, Wickramasinghe ND, Wilkerson C, Willeit P, Wilson S, Wong YJ, Wongsin U, Wozniak S, Wu C, Wu D, Wu F, Wu Z, Xia J, Xiao H, Xu S, Xu X, Xu YY, Yadav MK, Yaghoubi S, Yamagishi K, Yang L, Yano Y, Yaribeygi H, Yasufuku Y, Ye P, Yesodharan R, Yesuf SA, Yezli S, Yi S, Yiğit A, Yigzaw ZA, Yin D, Yip P, Yismaw MB, Yon DK, Yonemoto N, You Y, Younis MZ, Yousefi Z, Yu C, Yu Y, Zadey S, Zadnik V, Zakham F, Zaki N, Zakzuk J, Zamagni G, Zaman SB, Zandieh GGZ, Zanghì A, Zar HJ, Zare I, Zarimeidani F, Zastrozhin MS, Zeng Y, Zhai C, Zhang AL, Zhang H, Zhang L, Zhang M, Zhang Y, Zhang Z, Zhang ZJ, Zhao H, Zhao JT, Zhao XJG, Zhao Y, Zhao Y, Zhong C, Zhou J, Zhou J, Zhou S, Zhu B, Zhu L, Zhu Z, Ziaeian B, Ziafati M, Zielińska M, Zimsen SRM, Zoghi G, Zoller T, Zumla A, Zyoud SH, Zyoud SH, Murray CJL, Gakidou E. Global burden and strength of evidence for 88 risk factors in 204 countries and 811 subnational locations, 1990-2021: a systematic analysis for the Global Burden of Disease Study 2021. Lancet 2024; 403:2162-2203. [PMID: 38762324 DOI: 10.1016/s0140-6736(24)00933-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Revised: 03/11/2024] [Accepted: 05/02/2024] [Indexed: 05/20/2024]
Abstract
BACKGROUND Understanding the health consequences associated with exposure to risk factors is necessary to inform public health policy and practice. To systematically quantify the contributions of risk factor exposures to specific health outcomes, the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2021 aims to provide comprehensive estimates of exposure levels, relative health risks, and attributable burden of disease for 88 risk factors in 204 countries and territories and 811 subnational locations, from 1990 to 2021. METHODS The GBD 2021 risk factor analysis used data from 54 561 total distinct sources to produce epidemiological estimates for 88 risk factors and their associated health outcomes for a total of 631 risk-outcome pairs. Pairs were included on the basis of data-driven determination of a risk-outcome association. Age-sex-location-year-specific estimates were generated at global, regional, and national levels. Our approach followed the comparative risk assessment framework predicated on a causal web of hierarchically organised, potentially combinative, modifiable risks. Relative risks (RRs) of a given outcome occurring as a function of risk factor exposure were estimated separately for each risk-outcome pair, and summary exposure values (SEVs), representing risk-weighted exposure prevalence, and theoretical minimum risk exposure levels (TMRELs) were estimated for each risk factor. These estimates were used to calculate the population attributable fraction (PAF; ie, the proportional change in health risk that would occur if exposure to a risk factor were reduced to the TMREL). The product of PAFs and disease burden associated with a given outcome, measured in disability-adjusted life-years (DALYs), yielded measures of attributable burden (ie, the proportion of total disease burden attributable to a particular risk factor or combination of risk factors). Adjustments for mediation were applied to account for relationships involving risk factors that act indirectly on outcomes via intermediate risks. Attributable burden estimates were stratified by Socio-demographic Index (SDI) quintile and presented as counts, age-standardised rates, and rankings. To complement estimates of RR and attributable burden, newly developed burden of proof risk function (BPRF) methods were applied to yield supplementary, conservative interpretations of risk-outcome associations based on the consistency of underlying evidence, accounting for unexplained heterogeneity between input data from different studies. Estimates reported represent the mean value across 500 draws from the estimate's distribution, with 95% uncertainty intervals (UIs) calculated as the 2·5th and 97·5th percentile values across the draws. FINDINGS Among the specific risk factors analysed for this study, particulate matter air pollution was the leading contributor to the global disease burden in 2021, contributing 8·0% (95% UI 6·7-9·4) of total DALYs, followed by high systolic blood pressure (SBP; 7·8% [6·4-9·2]), smoking (5·7% [4·7-6·8]), low birthweight and short gestation (5·6% [4·8-6·3]), and high fasting plasma glucose (FPG; 5·4% [4·8-6·0]). For younger demographics (ie, those aged 0-4 years and 5-14 years), risks such as low birthweight and short gestation and unsafe water, sanitation, and handwashing (WaSH) were among the leading risk factors, while for older age groups, metabolic risks such as high SBP, high body-mass index (BMI), high FPG, and high LDL cholesterol had a greater impact. From 2000 to 2021, there was an observable shift in global health challenges, marked by a decline in the number of all-age DALYs broadly attributable to behavioural risks (decrease of 20·7% [13·9-27·7]) and environmental and occupational risks (decrease of 22·0% [15·5-28·8]), coupled with a 49·4% (42·3-56·9) increase in DALYs attributable to metabolic risks, all reflecting ageing populations and changing lifestyles on a global scale. Age-standardised global DALY rates attributable to high BMI and high FPG rose considerably (15·7% [9·9-21·7] for high BMI and 7·9% [3·3-12·9] for high FPG) over this period, with exposure to these risks increasing annually at rates of 1·8% (1·6-1·9) for high BMI and 1·3% (1·1-1·5) for high FPG. By contrast, the global risk-attributable burden and exposure to many other risk factors declined, notably for risks such as child growth failure and unsafe water source, with age-standardised attributable DALYs decreasing by 71·5% (64·4-78·8) for child growth failure and 66·3% (60·2-72·0) for unsafe water source. We separated risk factors into three groups according to trajectory over time: those with a decreasing attributable burden, due largely to declining risk exposure (eg, diet high in trans-fat and household air pollution) but also to proportionally smaller child and youth populations (eg, child and maternal malnutrition); those for which the burden increased moderately in spite of declining risk exposure, due largely to population ageing (eg, smoking); and those for which the burden increased considerably due to both increasing risk exposure and population ageing (eg, ambient particulate matter air pollution, high BMI, high FPG, and high SBP). INTERPRETATION Substantial progress has been made in reducing the global disease burden attributable to a range of risk factors, particularly those related to maternal and child health, WaSH, and household air pollution. Maintaining efforts to minimise the impact of these risk factors, especially in low SDI locations, is necessary to sustain progress. Successes in moderating the smoking-related burden by reducing risk exposure highlight the need to advance policies that reduce exposure to other leading risk factors such as ambient particulate matter air pollution and high SBP. Troubling increases in high FPG, high BMI, and other risk factors related to obesity and metabolic syndrome indicate an urgent need to identify and implement interventions. FUNDING Bill & Melinda Gates Foundation.
Collapse
|
7
|
Schumacher AE, Kyu HH, Aali A, Abbafati C, Abbas J, Abbasgholizadeh R, Abbasi MA, Abbasian M, Abd ElHafeez S, Abdelmasseh M, Abd-Elsalam S, Abdelwahab A, Abdollahi M, Abdoun M, Abdullahi A, Abdurehman AM, Abebe M, Abedi A, Abedi A, Abegaz TM, Abeldaño Zuñiga RA, Abhilash ES, Abiodun OO, Aboagye RG, Abolhassani H, Abouzid M, Abreu LG, Abrha WA, Abrigo MRM, Abtahi D, Abu Rumeileh S, Abu-Rmeileh NME, Aburuz S, Abu-Zaid A, Acuna JM, Adair T, Addo IY, Adebayo OM, Adegboye OA, Adekanmbi V, Aden B, Adepoju AV, Adetunji CO, Adeyeoluwa TE, Adeyomoye OI, Adha R, Adibi A, Adikusuma W, Adnani QES, Adra S, Afework A, Afolabi AA, Afraz A, Afyouni S, Afzal S, Agasthi P, Aghamiri S, Agodi A, Agyemang-Duah W, Ahinkorah BO, Ahmad A, Ahmad D, Ahmad F, Ahmad MM, Ahmad T, Ahmadi K, Ahmadzade AM, Ahmadzade M, Ahmed A, Ahmed H, Ahmed LA, Ahmed MB, Ahmed SA, Ajami M, Aji B, Ajumobi O, Akalu GT, Akara EM, Akinosoglou K, Akkala S, Akyirem S, Al Hamad H, Al Hasan SM, Al Homsi A, Al Qadire M, Ala M, Aladelusi TO, AL-Ahdal TMA, Alalalmeh SO, Al-Aly Z, Alam K, Alam M, Alam Z, Al-amer RM, Alanezi FM, Alanzi TM, Albashtawy M, AlBataineh MT, Aldridge RW, Alemi S, Al-Eyadhy A, Al-Gheethi AAS, Alhabib KF, Alhalaiqa FAN, Al-Hanawi MK, Ali A, Ali A, Ali BA, Ali H, Ali MU, Ali R, Ali SSS, Ali Z, Alian Samakkhah S, Alicandro G, Alif SM, Aligol M, Alimi R, Aliyi AA, Al-Jumaily A, Aljunid SM, Almahmeed W, Al-Marwani S, Al-Maweri SAA, Almazan JU, Al-Mekhlafi HM, Almidani O, Alomari MA, Alonso N, Alqahtani JS, Alqutaibi AY, Al-Sabah SK, Altaf A, Al-Tawfiq JA, Altirkawi KA, Alvi FJ, Alwafi H, Al-Worafi YM, Aly H, Alzoubi KH, Amare AT, Ameyaw EK, Amhare AF, Amin TT, Amindarolzarbi A, Aminian Dehkordi J, Amiri S, Amu H, Amugsi DA, Amzat J, Ancuceanu R, Anderlini D, Andrade PP, Andrei CL, Andrei T, Angappan D, Anil A, Anjum A, Antony CM, Antriyandarti E, Anuoluwa IA, Anwar SL, Anyasodor AE, Appiah SCY, Aqeel M, Arabloo J, Arabzadeh Bahri R, Arab-Zozani M, Arafat M, Araújo AM, Aravkin AY, Aremu A, Ariffin H, Aripov T, Armocida B, Arooj M, Artamonov AA, Artanti KD, Arulappan J, Aruleba IT, Aruleba RT, Arumugam A, Asaad M, Asgary S, Ashemo MY, Ashraf M, Asika MO, Athari SS, Atout MMW, Atreya A, Attia S, Aujayeb A, Avan A, Awotidebe AW, Ayala Quintanilla BP, Ayanore MA, Ayele GM, Ayuso-Mateos JL, Ayyoubzadeh SM, Azadnajafabad S, Azhar GS, Aziz S, Azzam AY, Babashahi M, Babu AS, Badar M, Badawi A, Badiye AD, Baghdadi S, Bagheri N, Bagherieh S, Bah S, Bahadorikhalili S, Bai J, Bai R, Baker JL, Bakkannavar SM, Bako AT, Balakrishnan S, Balogun SA, Baltatu OC, Bam K, Banach M, Bandyopadhyay S, Banik B, Banik PC, Bansal H, Barati S, Barchitta M, Bardhan M, Barker-Collo SL, Barone-Adesi F, Barqawi HJ, Barr RD, Barrero LH, Basharat Z, Bashir AIJ, Bashiru HA, Baskaran P, Basnyat B, Bassat Q, Basso JD, Basu S, Batra K, Batra R, Baune BT, Bayati M, Bayileyegn NS, Beaney T, Bedi N, Begum T, Behboudi E, Behnoush AH, Beiranvand M, Bejarano Ramirez DF, Belgaumi UI, Bell ML, Bello AK, Bello MB, Bello OO, Belo L, Beloukas A, Bendak S, Bennett DA, Bensenor IM, Benzian H, Berezvai Z, Berman AE, Bermudez ANC, Bettencourt PJG, Beyene HB, Beyene KA, Bhagat DS, Bhagavathula AS, Bhala N, Bhalla A, Bhandari D, Bhardwaj N, Bhardwaj P, Bhardwaj PV, Bhargava A, Bhaskar S, Bhat V, Bhatti GK, Bhatti JS, Bhatti MS, Bhatti R, Bhutta ZA, Bikbov B, Binmadi N, Bintoro BS, Biondi A, Bisignano C, Bisulli F, Biswas A, Biswas RK, Bitaraf S, Bjørge T, Bleyer A, Boampong MS, Bodolica V, Bodunrin AO, Bolarinwa OA, Bonakdar Hashemi M, Bonny A, Bora K, Bora Basara B, Borodo SB, Borschmann R, Botero Carvajal A, Bouaoud S, Boudalia S, Boyko EJ, Bragazzi NL, Braithwaite D, Brenner H, Britton G, Browne AJ, Brunoni AR, Bulamu NB, Bulto LN, Buonsenso D, Burkart K, Burns RA, Burugina Nagaraja S, Busse R, Bustanji Y, Butt ZA, Caetano dos Santos FL, Cai T, Calina D, Cámera LA, Campos LA, Campos-Nonato IR, Cao C, Cardenas CA, Cárdenas R, Carr S, Carreras G, Carrero JJ, Carugno A, Carvalho F, Carvalho M, Castaldelli-Maia JM, Castañeda-Orjuela CA, Castelpietra G, Catalá-López F, Catapano AL, Cattaruzza MS, Caye A, Cederroth CR, Cembranel F, Cenderadewi M, Cercy KM, Cerin E, Cevik M, Chacón-Uscamaita PRU, Chahine Y, Chakraborty C, Chan JSK, Chang CK, Charalampous P, Charan J, Chattu VK, Chatzimavridou-Grigoriadou V, Chavula MP, Cheema HA, Chen AT, Chen H, Chen L, Chen MX, Chen S, Cherbuin N, Chew DS, Chi G, Chirinos-Caceres JL, Chitheer A, Cho SMJ, Cho WCS, Chong B, Chopra H, Choudhary R, Chowdhury R, Chu DT, Chukwu IS, Chung E, Chung E, Chung SC, Cini KI, Clark CCT, Coberly K, Columbus A, Comfort H, Conde J, Conti S, Cortesi PA, Costa VM, Cousin E, Cowden RG, Criqui MH, Cruz-Martins N, Culbreth GT, Cullen P, Cunningham M, da Silva e Silva D, Dadana S, Dadras O, Dai Z, Dalal K, Dalli LL, Damiani G, D'Amico E, Daneshvar S, Darwesh AM, Das JK, Das S, Dash NR, Dashti M, Dávila-Cervantes CA, Davis Weaver N, Davletov K, De Leo D, Debele AT, Degenhardt L, Dehbandi R, Deitesfeld L, Delgado-Enciso I, Delgado-Ortiz L, Demant D, Demessa BH, Demetriades AK, Deng X, Denova-Gutiérrez E, Deribe K, Dervenis N, Des Jarlais DC, Desai HD, Desai R, Deuba K, Devanbu VGC, Dey S, Dhali A, Dhama K, Dhimal ML, Dhimal M, Dhingra S, Dias da Silva D, Diaz D, Dima A, Ding DD, Dirac MA, Dixit A, Dixit SG, Do TC, Do THP, do Prado CB, Dodangeh M, Dokova KG, Dolecek C, Dorsey ER, dos Santos WM, Doshi R, Doshmangir L, Douiri A, Dowou RK, Driscoll TR, Dsouza HL, Dube J, Dumith SC, Dunachie SJ, Duncan BB, Duraes AR, Duraisamy S, Durojaiye OC, Dutta S, Dzianach PA, Dziedzic AM, Ebenezer O, Eboreime E, Ebrahimi A, Echieh CP, Ed-Dra A, Edinur HA, Edvardsson D, Edvardsson K, Efendi D, Efendi F, Eghdami S, Eikemo TA, Eini E, Ekholuenetale M, Ekpor E, Ekundayo TC, El Arab RA, El Morsi DAW, El Sayed Zaki M, El Tantawi M, Elbarazi I, Elemam NM, Elgar FJ, Elgendy IY, ElGohary GMT, Elhabashy HR, Elhadi M, Elmeligy OAA, Elshaer M, Elsohaby I, Emami Zeydi A, Emamverdi M, Emeto TI, Engelbert Bain L, Erkhembayar R, Eshetie TC, Eskandarieh S, Espinosa-Montero J, Estep K, Etaee F, Eze UA, Fabin N, Fadaka AO, Fagbamigbe AF, Fahimi S, Falzone L, Farinha CSES, Faris MEM, Farjoud Kouhanjani M, Faro A, Farrokhpour H, Fatehizadeh A, Fattahi H, Fauk NK, Fazeli P, Feigin VL, Fekadu G, Fereshtehnejad SM, Feroze AH, Ferrante D, Ferrara P, Ferreira N, Fetensa G, Filip I, Fischer F, Flavel J, Flaxman AD, Flor LS, Florin BT, Folayan MO, Foley KM, Fomenkov AA, Force LM, Fornari C, Foroutan B, Foschi M, Francis KL, Franklin RC, Freitas A, Friedman J, Friedman SD, Fukumoto T, Fuller JE, Gaal PA, Gadanya MA, Gaihre S, Gaipov A, Gakidou E, Galali Y, Galehdar N, Gallus S, Gan Q, Gandhi AP, Ganesan B, Garg J, Gau SY, Gautam P, Gautam RK, Gazzelloni F, Gebregergis MW, Gebrehiwot M, Gebremariam TB, Gerema U, Getachew ME, Getachew T, Gething PW, Ghafourifard M, Ghahramani S, Ghailan KY, Ghajar A, Ghanbarnia MJ, Ghasemi M, Ghasemzadeh A, Ghassemi F, Ghazy RM, Ghimire S, Gholamian A, Gholamrezanezhad A, Ghorbani Vajargah P, Ghozali G, Ghozy S, Ghuge AD, Gialluisi A, Gibson RM, Gil AU, Gill PS, Gill TK, Gillum RF, Ginindza TG, Girmay A, Glasbey JC, Gnedovskaya EV, Göbölös L, Goel A, Goldust M, Golechha M, Goleij P, Golestanfar A, Golinelli D, Gona PN, Goudarzi H, Goudarzian AH, Goyal A, Greenhalgh S, Grivna M, Guarducci G, Gubari MIM, Gudeta MD, Guha A, Guicciardi S, Gunawardane DA, Gunturu S, Guo C, Gupta AK, Gupta B, Gupta IR, Gupta RD, Gupta S, Gupta VB, Gupta VK, Gupta VK, Gutiérrez RA, Habibzadeh F, Habibzadeh P, Hachinski V, Haddadi M, Haddadi R, Haep N, Hajj Ali A, Halboub ES, Halim SA, Hall BJ, Haller S, Halwani R, Hamadeh RR, Hamagharib Abdullah K, Hamidi S, Hamiduzzaman M, Hammoud A, Hanifi N, Hankey GJ, Hannan MA, Haque MN, Harapan H, Haro JM, Hasaballah AI, Hasan F, Hasan I, Hasan MT, Hasani H, Hasanian M, Hasanpour- Dehkordi A, Hassan AM, Hassan A, Hassanian-Moghaddam H, Hassanipour S, Haubold J, Havmoeller RJ, Hay SI, Hbid Y, Hebert JJ, Hegazi OE, Heidari G, Heidari M, Heidari-Foroozan M, Heidari-Soureshjani R, Helfer B, Herteliu C, Hesami H, Hettiarachchi D, Heyi DZ, Hezam K, Hiraike Y, Hoffman HJ, Holla R, Horita N, Hossain MB, Hossain MM, Hossain S, Hosseini MS, Hosseinzadeh H, Hosseinzadeh M, Hostiuc M, Hostiuc S, Hsairi M, Hsieh VCR, Hu C, Huang J, Huda MN, Hugo FN, Hultström M, Hussain J, Hussain S, Hussein NR, Huy LD, Huynh HH, Hwang BF, Ibitoye SE, Idowu OO, Ijo D, Ikuta KS, Ilaghi M, Ilesanmi OS, Ilic IM, Ilic MD, Immurana M, Inbaraj LR, Iradukunda A, Iravanpour F, Iregbu KC, Islam MR, Islam MM, Islam SMS, Islami F, Ismail NE, Isola G, Iwagami M, Iwu CCD, Iwu-Jaja CJ, Iyer M, J LM, Jaafari J, Jacob L, Jacobsen KH, Jadidi-Niaragh F, Jafarinia M, Jaggi K, Jahankhani K, Jahanmehr N, Jahrami H, Jain A, Jain N, Jairoun AA, Jakovljevic M, Jalilzadeh Yengejeh R, Jamshidi E, Jani CT, Janko MM, Jatau AI, Jayapal SK, Jayaram S, Jeganathan J, Jema AT, Jemere DM, Jeong W, Jha AK, Jha RP, Ji JS, Jiang H, Jin Y, Jin Y, Johnson O, Jomehzadeh N, Jones DP, Joo T, Joseph A, Joseph N, Joshua CE, Jozwiak JJ, Jürisson M, Kaambwa B, Kabir A, Kabir H, Kabir Z, Kadashetti V, Kahe F, Kakodkar PV, Kalani R, Kalankesh LR, Kaliyadan F, Kalra S, Kamath A, Kamireddy A, Kanagasabai T, Kandel H, Kanmiki EW, Kanmodi KK, Kantar RS, Kapoor N, Karajizadeh M, Karami Matin B, Karanth SD, Karaye IM, Karim A, Karimi H, Karimi SE, Karimi Behnagh A, Karkhah S, Karna AK, Kashoo FZ, Kasraei H, Kassaw NA, Kassebaum NJ, Kassel MB, Katamreddy A, Katikireddi SV, Katoto PDMC, Kauppila JH, Kaur N, Kaydi N, Kayibanda JF, Kayode GA, Kazemi F, Kazemian S, Kazeminia S, Keikavoosi-Arani L, Keller C, Kempen JH, Kerr JA, Kesse-Guyot E, Keykhaei M, Khadembashiri MM, Khadembashiri MA, Khafaie MA, Khajuria H, Khalafi M, Khalaji A, Khalid N, Khalil IA, Khamesipour F, Khan A, Khan G, Khan I, Khan IA, Khan M, Khan MAB, Khan T, Khan suheb MZ, Khanmohammadi S, Khatab K, Khatami F, Khavandegar A, Khayat Kashani HR, Kheirallah KA, Khidri FF, Khodadoust E, Khormali M, Khosrowjerdi M, Khubchandani J, Khusun H, Kifle ZD, Kim G, Kim J, Kimokoti RW, Kinzel KE, Kiross GT, Kisa A, Kisa S, Kiss JB, Kivimäki M, Klu D, Knudsen AKS, Kolahi AA, Kompani F, Koren G, Kosen S, Kostev K, Kotnis AL, Koul PA, Koulmane Laxminarayana SL, Koyanagi A, Kravchenko MA, Krishan K, Krishna H, Krishnamoorthy V, Krishnamoorthy Y, Krohn KJ, Kuate Defo B, Kubeisy CM, Kucuk Bicer B, Kuddus MA, Kuddus M, Kuitunen I, Kujan O, Kulimbet M, Kulkarni V, Kumar A, Kumar H, Kumar N, Kumar R, Kumar S, Kumari M, Kurmanova A, Kurmi OP, Kusnali A, Kusuma D, Kutluk T, Kuttikkattu A, Kyei EF, Kyriopoulos I, La Vecchia C, Ladan MA, Laflamme L, Lahariya C, Lahmar A, Lai DTC, Laksono T, Lal DK, Lalloo R, Lallukka T, Lám J, Lamnisos D, Lan T, Lanfranchi F, Langguth B, Lansingh VC, Laplante-Lévesque A, Larijani B, Larsson AO, Lasrado S, Latief K, Latif M, Latifinaibin K, Lauriola P, Le LKD, Le NHH, Le TTT, Le TDT, Lee M, Lee PH, Lee SW, Lee SW, Lee WC, Lee YH, Legesse SM, Leigh J, Lenzi J, Leong E, Lerango TL, Li MC, Li W, Li X, Li Y, Li Z, Libra M, Ligade VS, Likaka ATM, Lim LL, Lin RT, Lin S, Lioutas VA, Listl S, Liu J, Liu S, Liu X, Livingstone KM, Llanaj E, Lo CH, Loreche AM, Lorenzovici L, Lotfi M, Lotfizadeh M, Lozano R, Lubinda J, Lucchetti G, Lugo A, Lunevicius R, Ma J, Ma S, Ma ZF, Mabrok M, Machairas N, Machoy M, Madsen C, Magaña Gómez JA, Maghazachi AA, Maharaj SB, Maharjan P, Mahjoub S, Mahmoud MA, Mahmoudi E, Mahmoudi M, Makram OM, Malagón-Rojas JN, Malakan Rad E, Malekzadeh R, Malhotra AK, Malhotra K, Malik AA, Malik I, Malinga LA, Malta DC, Mamun AA, Manla Y, Mannan F, Mansoori Y, Mansour A, Mansouri V, Mansournia MA, Mantovani LG, Marasini BP, Marateb HR, Maravilla JC, Marconi AM, Mardi P, Marino M, Marjani A, Marrugo Arnedo CA, Martinez-Guerra BA, Martinez-Piedra R, Martins CA, Martins-Melo FR, Martorell M, Marx W, Maryam S, Marzo RR, Mate KKV, Matei CN, Mathioudakis AG, Maude RJ, Maugeri A, May EA, Mayeli M, Mazaheri M, Mazidi M, Mazzotti A, McAlinden C, McGrath JJ, McKee M, McKowen ALW, McLaughlin SA, McPhail MA, McPhail SM, Mechili EA, Mediratta RP, Meena JK, Mehari M, Mehlman ML, Mehra R, Mehrabani-Zeinabad K, Mehrabi Nasab E, Mehrotra R, Mekonnen MM, Mendoza W, Menezes RG, Mengesha EW, Mensah GA, Mensah LG, Mentis AFA, Meo SA, Meretoja A, Meretoja TJ, Mersha AM, Mesfin BA, Mestrovic T, Mhlanga A, Mhlanga L, Mi T, Micha G, Michalek IM, Miller TR, Mindlin SN, Minelli G, Minh LHN, Mini GK, Minja NW, Mirdamadi N, Mirghafourvand M, Mirica A, Mirinezhad SK, Mirmosayyeb O, Mirutse MK, Mirza-Aghazadeh-Attari M, Mirzaei M, Misgana T, Misra S, Mitchell PB, Mithra P, Mittal C, Mittal M, Moazen B, Mohamed AI, Mohamed J, Mohamed MFH, Mohamed NS, Mohammad-Alizadeh-Charandabi S, Mohammadi S, Mohammadian-Hafshejani A, Mohammad-pour S, Mohammadshahi M, Mohammed M, Mohammed S, Mohammed S, Mojiri-forushani H, Mokdad AH, Mokhtarzadehazar P, Momenzadeh K, Momtazmanesh S, Monasta L, Moni MA, Montazeri F, Moodi Ghalibaf A, Moradi M, Moradi Y, Moradi-Lakeh M, Moradinazar M, Moradpour F, Moraga P, Morawska L, Moreira RS, Morovatdar N, Morrison SD, Morze J, Mosaddeghi Heris R, Mosser JF, Mossialos E, Mostafavi H, Mostofinejad A, Mougin V, Mouodi S, Mousavi P, Mousavi SE, Mousavi Khaneghah A, Mpundu-Kaambwa C, Mrejen M, Mubarik S, Muccioli L, Mueller UO, Mughal F, Mukherjee S, Mukoro GD, Mulita A, Mulita F, Muniyandi M, Munjal K, Musaigwa F, Musallam KM, Mustafa G, Muthu S, Muthupandian S, Myung W, Nabhan AF, Nafukho FM, Nagarajan AJ, Naghavi M, Naghavi P, Naik GR, Naik G, Naimzada MD, Nair S, Nair TS, Najmuldeen HHR, Naldi L, Nangia V, Nargus S, Nascimento BR, Nascimento GG, Naser AY, Nasiri MJ, Natto ZS, Nauman J, Naveed M, Nayak BP, Nayak VC, Nayyar AK, Nazri-Panjaki A, Negash H, Negero AK, Negoi I, Negoi RI, Negru SM, Nejadghaderi SA, Nejjari C, Nematollahi MH, Nena E, Nepal S, Nesbit OD, Newton CRJ, Ngunjiri JW, Nguyen DH, Nguyen PT, Nguyen PT, Nguyen TT, Nguyen VT, Nigatu YT, Nikolouzakis TK, Nikoobar A, Nikpoor AR, Nizam MA, Nomura S, Noreen M, Noroozi N, Norouzian Baghani A, Norrving B, Noubiap JJ, Novotney A, Nri-Ezedi CA, Ntaios G, Ntsekhe M, Nuñez-Samudio V, Nurrika D, Oancea B, Obamiro KO, Odetokun IA, Ofakunrin AOD, Ogunsakin RE, Oguta JO, Oh IH, Okati-Aliabad H, Okeke SR, Okekunle AP, Okidi L, Okonji OC, Okwute PG, Olagunju AT, Olaiya MT, Olanipekun TO, Olatubi MI, Olivas-Martinez A, Oliveira GMM, Oliver S, Olorukooba AA, Olufadewa II, Olusanya BO, Olusanya JO, Oluwafemi YD, Oluwatunase GO, Omar HA, Omer GL, Ong S, Onwujekwe OE, Onyedibe KI, Opio JN, Ordak M, Orellana ER, Orisakwe OE, Orish VN, Orru H, Ortega-Altamirano DV, Ortiz A, Ortiz-Brizuela E, Ortiz-Prado E, Osuagwu UL, Otoiu A, Otstavnov N, Ouyahia A, Ouyang G, Owolabi MO, Oyeyemi IT, Oyeyemi OT, Ozten Y, P A MP, Padubidri JR, Pahlavikhah Varnosfaderani M, Pal PK, Palicz T, Palladino C, Palladino R, Palma-Alvarez RF, Pana A, Panahi P, Pandey A, Pandi-Perumal SR, Pando-Robles V, Pangaribuan HU, Panos GD, Pantazopoulos I, Papadopoulou P, Pardhan S, Parikh RR, Park S, Parthasarathi A, Pashaei A, Pasupula DK, Patel JR, Patel SK, Pathan AR, Patil A, Patil S, Patoulias D, Patthipati VS, Paudel U, Pawar S, Pazoki Toroudi H, Pease SA, Peden AE, Pedersini P, Peng M, Pensato U, Pepito VCF, Peprah EK, Pereira G, Pereira J, Pereira M, Peres MFP, Perianayagam A, Perico N, Petcu IR, Petermann-Rocha FE, Pezzani R, Pham HT, Phillips MR, Pierannunzio D, Pigeolet M, Pigott DM, Pilgrim T, Pinheiro M, Piradov MA, Plakkal N, Plotnikov E, Poddighe D, Pollner P, Poluru R, Pond CD, Postma MJ, Poudel GR, Poudel L, Pourali G, Pourtaheri N, Prada SI, Pradhan PMS, Prajapati VK, Prakash V, Prasad CP, Prasad M, Prashant A, Prates EJS, Purnobasuki H, Purohit BM, Puvvula J, Qaisar R, Qasim NH, Qattea I, Qian G, Quan NK, Radfar A, Radhakrishnan V, Raee P, Raeisi Shahraki H, Rafiei Alavi SN, Rafique I, Raggi A, Rahim F, Rahman MM, Rahman M, Rahman MA, Rahman T, Rahmani AM, Rahmani S, Rahnavard N, Rai P, Rajaa S, Rajabpour-Sanati A, Rajput P, Ram P, Ramadan H, Ramasamy SK, Ramazanu S, Rana J, Rana K, Ranabhat CL, Rancic N, Rani S, Ranjan S, Rao CR, Rao IR, Rao M, Rao SJ, Rasali DP, Rasella D, Rashedi S, Rashedi V, Rashid AM, Rasouli-Saravani A, Rastogi P, Rasul A, Ravangard R, Ravikumar N, Rawaf DL, Rawaf S, Rawassizadeh R, Razeghian-Jahromi I, Reddy MMRK, Redwan EMM, Rehman FU, Reiner Jr RC, Remuzzi G, Reshmi B, Resnikoff S, Reyes LF, Rezaee M, Rezaei N, Rezaei N, Rezaeian M, Riaz MA, Ribeiro AI, Ribeiro DC, Rickard J, Rios-Blancas MJ, Robinson-Oden HE, Rodrigues M, Rodriguez JAB, Roever L, Rohilla R, Rohloff P, Romadlon DS, Ronfani L, Roshandel G, Roshanzamir S, Rostamian M, Roy B, Roy P, Rubagotti E, Rumisha SF, Rwegerera GM, Rynkiewicz A, S M, S N C, S Sunnerhagen K, Saad AMA, Sabbatucci M, Saber K, Saber-Ayad MM, Sacco S, Saddik B, Saddler A, Sadee BA, Sadeghi E, Sadeghi M, Sadeghian S, Saeed U, Saeedi M, Safi S, Sagar R, Saghazadeh A, Saheb Sharif-Askari N, Sahoo SS, Sahraian MA, Sajedi SA, Sajid MR, Sakshaug JW, Salahi S, Salahi S, Salamati P, Salami AA, Salaroli LB, Saleh MA, Salehi S, Salem MR, Salem MZY, Salimi S, Samadi Kafil H, Samadzadeh S, Samara KA, Samargandy S, Samodra YL, Samuel VP, Samy AM, Sanabria J, Sanadgol N, Sanganyado E, Sanjeev RK, Sanmarchi F, Sanna F, Santri IN, Santric-Milicevic MM, Sarasmita MA, Saravanan A, Saravi B, Sarikhani Y, Sarkar C, Sarmiento-Suárez R, Sarode GS, Sarode SC, Sarveazad A, Sathian B, Sathish T, Sattin D, Saulam J, Sawyer SM, Saxena S, Saya GK, Sayadi Y, Sayeed A, Sayeed MA, Saylan M, Scarmeas N, Schaarschmidt BM, Schlee W, Schmidt MI, Schuermans A, Schwebel DC, Schwendicke F, Šekerija M, Selvaraj S, Semreen MH, Senapati S, Sengupta P, Senthilkumaran S, Sepanlou SG, Serban D, Sertsu A, Sethi Y, SeyedAlinaghi S, Seyedi SA, Shafaat A, Shafaat O, Shafie M, Shafiee A, Shah NS, Shah PA, Shahabi S, Shahbandi A, Shahid I, Shahid S, Shahid W, Shahwan MJ, Shaikh MA, Shakeri A, Shakil H, Sham S, Shamim MA, Shams-Beyranvand M, Shamshad H, Shamshirgaran MA, Shamsi MA, Shanawaz M, Shankar A, Sharfaei S, Sharifan A, Shariff M, Sharifi-Rad J, Sharma M, Sharma R, Sharma S, Sharma V, Shastry RP, Shavandi A, Shaw DH, Shayan AM, Shehabeldine AME, Sheikh A, Sheikhi RA, Shen J, Shenoy MM, Shetty BSK, Shetty RS, Shey RA, Shiani A, Shibuya K, Shiferaw D, Shigematsu M, Shin JI, Shin MJ, Shiri R, Shirkoohi R, Shittu A, Shiue I, Shivakumar KM, Shivarov V, Shool S, Shrestha S, Shuja KH, Shuval K, Si Y, Sibhat MM, Siddig EE, Sigfusdottir ID, Silva JP, Silva LMLR, Silva S, Simões JP, Simpson CR, Singal A, Singh A, Singh A, Singh A, Singh BB, Singh B, Singh M, Singh M, Singh NP, Singh P, Singh S, Siraj MS, Sitas F, Sivakumar S, Skryabin VY, Skryabina AA, Sleet DA, Slepak ELN, Sohrabi H, Soleimani H, Soliman SSM, Solmi M, Solomon Y, Song Y, Sorensen RJD, Soriano JB, Soyiri IN, Spartalis M, Sreeramareddy CT, Starnes JR, Starodubov VI, Starodubova AV, Stefan SC, Stein DJ, Steinbeis F, Steiropoulos P, Stockfelt L, Stokes MA, Stortecky S, Stranges S, Stroumpoulis K, Suleman M, Suliankatchi Abdulkader R, Sultana A, Sun J, Sunkersing D, Susanty S, Swain CK, Sykes BL, Szarpak L, Szeto MD, Szócska M, Tabaee Damavandi P, Tabatabaei Malazy O, Tabatabaeizadeh SA, Tabatabai S, Tabb KM, Tabish M, Taborda-Barata LM, Tabuchi T, Tadesse BT, Taheri A, Taheri Abkenar Y, Taheri Soodejani M, Taherkhani A, Taiba J, Tajbakhsh A, Talaat IM, Talukder A, Tamuzi JL, Tan KK, Tang H, Tang HK, Tat NY, Tat VY, Tavakoli Oliaee R, Tavangar SM, Taveira N, Tebeje TM, Tefera YM, Teimoori M, Temsah MH, Temsah RMH, Teramoto M, Tesfaye SH, Thangaraju P, Thankappan KR, Thapa R, Thapar R, Thomas N, Thrift AG, Thum CCC, Tian J, Tichopad A, Ticoalu JHV, Tiruye TY, Tohidast SA, Tonelli M, Touvier M, Tovani-Palone MR, Tram KH, Tran NM, Trico D, Trihandini I, Tromans SJ, Truong VT, Truyen TTTT, Tsermpini EE, Tumurkhuu M, Tung K, Tyrovolas S, Ubah CS, Udoakang AJ, Udoh A, Ulhaq I, Ullah S, Ullah S, Umair M, Umar TP, Umeokonkwo CD, Umesh A, Unim B, Unnikrishnan B, Upadhyay E, Urso D, Vacante M, Vahdani AM, Vaithinathan AG, Valadan Tahbaz S, Valizadeh R, Van den Eynde J, Varavikova E, Varga O, Varma SA, Vart P, Varthya SB, Vasankari TJ, Veerman LJ, Venketasubramanian N, Venugopal D, Verghese NA, Verma M, Verma P, Veroux M, Verras GI, Vervoort D, Vieira RJ, Villafañe JH, Villani L, Villanueva GI, Villeneuve PJ, Violante FS, Visontay R, Vlassov V, Vo B, Vollset SE, Volovat SR, Volovici V, Vongpradith A, Vos T, Vujcic IS, Vukovic R, Wado YD, Wafa HA, Waheed Y, Wamai RG, Wang C, Wang D, Wang F, Wang S, Wang S, Wang Y, Wang YP, Ward P, Watson S, Weaver MR, Weerakoon KG, Weiss DJ, Weldemariam AH, Wells KM, Wen YF, Werdecker A, Westerman R, Wickramasinghe DP, Wickramasinghe ND, Wijeratne T, Wilson S, Wojewodzic MW, Wool EE, Woolf AD, Wu D, Wulandari RD, Xiao H, Xu B, Xu X, Yadav L, Yaghoubi S, Yang L, Yano Y, Yao Y, Ye P, Yesera GE, Yesodharan R, Yesuf SA, Yiğit A, Yiğit V, Yip P, Yon DK, Yonemoto N, You Y, Younis MZ, Yu C, Zadey S, Zadnik V, Zafari N, Zahedi M, Zahid MN, Zahir M, Zakham F, Zaki N, Zakzuk J, Zamagni G, Zaman BA, Zaman SB, Zamora N, Zand R, Zandi M, Zandieh GGZ, Zanghì A, Zare I, Zastrozhin MS, Zeariya MGM, Zeng Y, Zhai C, Zhang C, Zhang H, Zhang H, Zhang Y, Zhang Z, Zhang Z, Zhao H, Zhao Y, Zhao Y, Zheng P, Zhong C, Zhou J, Zhu B, Zhu Z, Ziaeefar P, Zielińska M, Zou Z, Zumla A, Zweck E, Zyoud SH, Lim SS, Murray CJL. Global age-sex-specific mortality, life expectancy, and population estimates in 204 countries and territories and 811 subnational locations, 1950-2021, and the impact of the COVID-19 pandemic: a comprehensive demographic analysis for the Global Burden of Disease Study 2021. Lancet 2024; 403:1989-2056. [PMID: 38484753 DOI: 10.1016/s0140-6736(24)00476-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 12/08/2023] [Accepted: 03/06/2024] [Indexed: 04/13/2024]
Abstract
BACKGROUND Estimates of demographic metrics are crucial to assess levels and trends of population health outcomes. The profound impact of the COVID-19 pandemic on populations worldwide has underscored the need for timely estimates to understand this unprecedented event within the context of long-term population health trends. The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2021 provides new demographic estimates for 204 countries and territories and 811 additional subnational locations from 1950 to 2021, with a particular emphasis on changes in mortality and life expectancy that occurred during the 2020-21 COVID-19 pandemic period. METHODS 22 223 data sources from vital registration, sample registration, surveys, censuses, and other sources were used to estimate mortality, with a subset of these sources used exclusively to estimate excess mortality due to the COVID-19 pandemic. 2026 data sources were used for population estimation. Additional sources were used to estimate migration; the effects of the HIV epidemic; and demographic discontinuities due to conflicts, famines, natural disasters, and pandemics, which are used as inputs for estimating mortality and population. Spatiotemporal Gaussian process regression (ST-GPR) was used to generate under-5 mortality rates, which synthesised 30 763 location-years of vital registration and sample registration data, 1365 surveys and censuses, and 80 other sources. ST-GPR was also used to estimate adult mortality (between ages 15 and 59 years) based on information from 31 642 location-years of vital registration and sample registration data, 355 surveys and censuses, and 24 other sources. Estimates of child and adult mortality rates were then used to generate life tables with a relational model life table system. For countries with large HIV epidemics, life tables were adjusted using independent estimates of HIV-specific mortality generated via an epidemiological analysis of HIV prevalence surveys, antenatal clinic serosurveillance, and other data sources. Excess mortality due to the COVID-19 pandemic in 2020 and 2021 was determined by subtracting observed all-cause mortality (adjusted for late registration and mortality anomalies) from the mortality expected in the absence of the pandemic. Expected mortality was calculated based on historical trends using an ensemble of models. In location-years where all-cause mortality data were unavailable, we estimated excess mortality rates using a regression model with covariates pertaining to the pandemic. Population size was computed using a Bayesian hierarchical cohort component model. Life expectancy was calculated using age-specific mortality rates and standard demographic methods. Uncertainty intervals (UIs) were calculated for every metric using the 25th and 975th ordered values from a 1000-draw posterior distribution. FINDINGS Global all-cause mortality followed two distinct patterns over the study period: age-standardised mortality rates declined between 1950 and 2019 (a 62·8% [95% UI 60·5-65·1] decline), and increased during the COVID-19 pandemic period (2020-21; 5·1% [0·9-9·6] increase). In contrast with the overall reverse in mortality trends during the pandemic period, child mortality continued to decline, with 4·66 million (3·98-5·50) global deaths in children younger than 5 years in 2021 compared with 5·21 million (4·50-6·01) in 2019. An estimated 131 million (126-137) people died globally from all causes in 2020 and 2021 combined, of which 15·9 million (14·7-17·2) were due to the COVID-19 pandemic (measured by excess mortality, which includes deaths directly due to SARS-CoV-2 infection and those indirectly due to other social, economic, or behavioural changes associated with the pandemic). Excess mortality rates exceeded 150 deaths per 100 000 population during at least one year of the pandemic in 80 countries and territories, whereas 20 nations had a negative excess mortality rate in 2020 or 2021, indicating that all-cause mortality in these countries was lower during the pandemic than expected based on historical trends. Between 1950 and 2021, global life expectancy at birth increased by 22·7 years (20·8-24·8), from 49·0 years (46·7-51·3) to 71·7 years (70·9-72·5). Global life expectancy at birth declined by 1·6 years (1·0-2·2) between 2019 and 2021, reversing historical trends. An increase in life expectancy was only observed in 32 (15·7%) of 204 countries and territories between 2019 and 2021. The global population reached 7·89 billion (7·67-8·13) people in 2021, by which time 56 of 204 countries and territories had peaked and subsequently populations have declined. The largest proportion of population growth between 2020 and 2021 was in sub-Saharan Africa (39·5% [28·4-52·7]) and south Asia (26·3% [9·0-44·7]). From 2000 to 2021, the ratio of the population aged 65 years and older to the population aged younger than 15 years increased in 188 (92·2%) of 204 nations. INTERPRETATION Global adult mortality rates markedly increased during the COVID-19 pandemic in 2020 and 2021, reversing past decreasing trends, while child mortality rates continued to decline, albeit more slowly than in earlier years. Although COVID-19 had a substantial impact on many demographic indicators during the first 2 years of the pandemic, overall global health progress over the 72 years evaluated has been profound, with considerable improvements in mortality and life expectancy. Additionally, we observed a deceleration of global population growth since 2017, despite steady or increasing growth in lower-income countries, combined with a continued global shift of population age structures towards older ages. These demographic changes will likely present future challenges to health systems, economies, and societies. The comprehensive demographic estimates reported here will enable researchers, policy makers, health practitioners, and other key stakeholders to better understand and address the profound changes that have occurred in the global health landscape following the first 2 years of the COVID-19 pandemic, and longer-term trends beyond the pandemic. FUNDING Bill & Melinda Gates Foundation.
Collapse
|
8
|
Singh A, Wade RG, Metcalfe D, Perry DC. Does This Infant Have a Dislocated Hip?: The Rational Clinical Examination Systematic Review. JAMA 2024; 331:1576-1585. [PMID: 38619828 DOI: 10.1001/jama.2024.2404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/16/2024]
Abstract
Importance Delayed diagnosis of a dislocated hip in infants can lead to complex childhood surgery, interruption to family life, and premature osteoarthritis. Objective To evaluate the diagnostic accuracy of clinical examination in identifying dislocated hips in infants. Data Sources Systematic search of CINAHL, Embase, MEDLINE, and the Cochrane Library from the inception of each database until October 31, 2023. Study Selection The 9 included studies reported the diagnostic accuracy of the clinical examination (index test) in infants aged 3 months or younger and a diagnostic hip ultrasound (reference test). The Graf method of ultrasound assessment was used to classify hip abnormalities. Data Extraction and Synthesis The Rational Clinical Examination scale was used to assign levels of evidence and the Quality Assessment of Diagnostic Accuracy Studies tool was used to assess bias. Data were extracted using the individual hip as the unit of analysis; the data were pooled when the clinical examinations were evaluated by 3 or more of the included studies. Main Outcomes and Measures Sensitivity, specificity, and likelihood ratios (LRs) of identifying a dislocated hip were calculated. Results Among infants screened with a clinical examination and a diagnostic ultrasound in 5 studies, the prevalence of a dislocated hip (n = 37 859 hips) was 0.94% (95% CI, 0.28%-2.0%). There were 8 studies (n = 44 827 hips) that evaluated use of the Barlow maneuver and the Ortolani maneuver (dislocate and relocate an unstable hip); the maneuvers had a sensitivity of 46% (95% CI, 26%-67%), a specificity of 99.1% (95% CI, 97.9%-99.6%), a positive LR of 52 (95% CI, 21-127), and a negative LR of 0.55 (95% CI, 0.37-0.82). There were 3 studies (n = 22 472 hips) that evaluated limited hip abduction and had a sensitivity of 13% (95% CI, 3.3%-37%), a specificity of 97% (95% CI, 87%-99%), a positive LR of 3.6 (95% CI, 0.72-18), and a negative LR of 0.91 (95% CI, 0.76-1.1). One study (n = 13 096 hips) evaluated a clicking sound and had a sensitivity of 13% (95% CI, 6.4%-21%), a specificity of 92% (95% CI, 92%-93%), a positive LR of 1.6 (95% CI, 0.91-2.8), and a negative LR of 0.95 (95% CI, 0.88-1.0). Conclusions and Relevance In studies in which all infant hips were screened for developmental dysplasia of the hip, the prevalence of a dislocated hip was 0.94%. A positive LR for the Barlow and Ortolani maneuvers was the finding most associated with an increased likelihood of a dislocated hip. Limited hip abduction or a clicking sound had no clear diagnostic utility.
Collapse
Affiliation(s)
- Abhinav Singh
- Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, University of Oxford, Oxford, England
| | - Ryckie George Wade
- Academic Department of Plastic and Reconstructive Surgery, University of Leeds, Leeds, England
| | - David Metcalfe
- Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, University of Oxford, Oxford, England
| | - Daniel C Perry
- Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, University of Oxford, Oxford, England
- Department of Child Health, Alder Hey Children's Hospital, University of Liverpool, Liverpool, England
| |
Collapse
|
9
|
Verma A, Waiker DK, Singh N, Singh A, Saraf P, Bhardwaj B, Kumar P, Krishnamurthy S, Srikrishna S, Shrivastava SK. Lead optimization based design, synthesis, and pharmacological evaluation of quinazoline derivatives as multi-targeting agents for Alzheimer's disease treatment. Eur J Med Chem 2024; 271:116450. [PMID: 38701714 DOI: 10.1016/j.ejmech.2024.116450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 04/13/2024] [Accepted: 04/23/2024] [Indexed: 05/05/2024]
Abstract
The complexity and multifaceted nature of Alzheimer's disease (AD) have driven us to further explore quinazoline scaffolds as multi-targeting agents for AD treatment. The lead optimization strategy was utilized in designing of new series of derivatives (AK-1 to AK-14) followed by synthesis, characterization, and pharmacological evaluation against human cholinesterase's (hChE) and β-secretase (hBACE-1) enzymes. Amongst them, compounds AK-1, AK-2, and AK-3 showed good and significant inhibitory activity against both hAChE and hBACE-1 enzymes with favorable permeation across the blood-brain barrier. The most active compound AK-2 revealed significant propidium iodide (PI) displacement from the AChE-PAS region and was non-neurotoxic against SH-SY5Y cell lines. The lead molecule (AK-2) also showed Aβ aggregation inhibition in a self- and AChE-induced Aβ aggregation, Thioflavin-T assay. Further, compound AK-2 significantly ameliorated Aβ-induced cognitive deficits in the Aβ-induced Morris water maze rat model and demonstrated a significant rescue in eye phenotype in the Aꞵ-phenotypic drosophila model of AD. Ex-vivo immunohistochemistry (IHC) analysis on hippocampal rat brains showed reduced Aβ and BACE-1 protein levels. Compound AK-2 suggested good oral absorption via pharmacokinetic studies and displayed a good and stable ligand-protein interaction in in-silico molecular modeling analysis. Thus, the compound AK-2 can be regarded as a lead molecule and should be investigated further for the treatment of AD.
Collapse
Affiliation(s)
- Akash Verma
- Department of Pharmaceutical Engineering and Technology, Indian Institute of Technology-Banaras Hindu University, Varanasi-221005, India
| | - Digambar Kumar Waiker
- Department of Pharmaceutical Engineering and Technology, Indian Institute of Technology-Banaras Hindu University, Varanasi-221005, India
| | - Neha Singh
- Department of Pharmaceutical Engineering and Technology, Indian Institute of Technology-Banaras Hindu University, Varanasi-221005, India
| | - Abhinav Singh
- Department of Pharmaceutical Engineering and Technology, Indian Institute of Technology-Banaras Hindu University, Varanasi-221005, India
| | - Poorvi Saraf
- Department of Pharmaceutical Engineering and Technology, Indian Institute of Technology-Banaras Hindu University, Varanasi-221005, India
| | - Bhagwati Bhardwaj
- Department of Pharmaceutical Engineering and Technology, Indian Institute of Technology-Banaras Hindu University, Varanasi-221005, India
| | - Pradeep Kumar
- Department of Biochemistry, Institute of Science, Banaras Hindu University, Varanasi-221005, India
| | - Sairam Krishnamurthy
- Department of Pharmaceutical Engineering and Technology, Indian Institute of Technology-Banaras Hindu University, Varanasi-221005, India
| | - Saripella Srikrishna
- Department of Biochemistry, Institute of Science, Banaras Hindu University, Varanasi-221005, India
| | - Sushant Kumar Shrivastava
- Department of Pharmaceutical Engineering and Technology, Indian Institute of Technology-Banaras Hindu University, Varanasi-221005, India.
| |
Collapse
|
10
|
Jost D, Huang HY, Rossi M, Singh A, Huang DJ, Lee Y, Zheng H, Mitchell JF, Moritz B, Shen ZX, Devereaux TP, Lee WS. Low Temperature Dynamic Polaron Liquid in a Manganite Exhibiting Colossal Magnetoresistance. Phys Rev Lett 2024; 132:186502. [PMID: 38759205 DOI: 10.1103/physrevlett.132.186502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 03/04/2024] [Accepted: 04/01/2024] [Indexed: 05/19/2024]
Abstract
Polarons-fermionic charge carriers bearing a strong companion lattice deformation-exhibit a natural tendency for self-localization due to the recursive interaction between electrons and the lattice. While polarons are ubiquitous in insulators, how they evolve in transitions to metallic and superconducting states in quantum materials remains an open question. Here, we use resonant inelastic x-ray scattering to track the electron-lattice coupling in the colossal magneto-resistive bi-layer manganite La_{1.2}Sr_{1.8}Mn_{2}O_{7} across its metal-to-insulator transition. The response in the insulating high-temperature state features harmonic emissions of a dispersionless oxygen phonon at small energy transfer. Upon cooling into the metallic state, we observe a drastic redistribution of spectral weight from the region of these harmonic emissions to a broad high energy continuum. In concert with theoretical calculations, we show that this evolution implies a shift in electron-lattice coupling from static to dynamic lattice distortions that leads to a distinct polaronic ground state in the low temperature metallic phase-a dynamic polaron liquid.
Collapse
Affiliation(s)
- D Jost
- Stanford Institute for Materials and Energy Sciences (SIMES), 2575 Sand Hill Road, Menlo Park, California 94025, USA
| | - H-Y Huang
- National Synchrotron Radiation Research Center, Hsinchu 30076, Taiwan
| | - M Rossi
- Stanford Institute for Materials and Energy Sciences (SIMES), 2575 Sand Hill Road, Menlo Park, California 94025, USA
| | - A Singh
- National Synchrotron Radiation Research Center, Hsinchu 30076, Taiwan
- Department of Physics and Astrophysics, University of Delhi, New Delhi 110007, India
| | - D-J Huang
- National Synchrotron Radiation Research Center, Hsinchu 30076, Taiwan
| | - Y Lee
- Stanford Institute for Materials and Energy Sciences (SIMES), 2575 Sand Hill Road, Menlo Park, California 94025, USA
- Department of Physics, Stanford University, Stanford, California 94305, USA
| | - H Zheng
- Materials Science Division, Argonne National Laboratory, Lemont, Illinois 60439, USA
| | - J F Mitchell
- Materials Science Division, Argonne National Laboratory, Lemont, Illinois 60439, USA
| | - B Moritz
- Stanford Institute for Materials and Energy Sciences (SIMES), 2575 Sand Hill Road, Menlo Park, California 94025, USA
| | - Z-X Shen
- Stanford Institute for Materials and Energy Sciences (SIMES), 2575 Sand Hill Road, Menlo Park, California 94025, USA
- Department of Physics, Stanford University, Stanford, California 94305, USA
- Department of Applied Physics, Stanford University, Stanford, California 94305, USA
- Geballe Laboratory for Advanced Materials, Stanford University, Stanford, California 94305, USA
| | - T P Devereaux
- Stanford Institute for Materials and Energy Sciences (SIMES), 2575 Sand Hill Road, Menlo Park, California 94025, USA
- Department of Materials Science and Engineering, Stanford University, Stanford, California 94305, USA
- Geballe Laboratory for Advanced Materials, Stanford University, Stanford, California 94305, USA
| | - W-S Lee
- Stanford Institute for Materials and Energy Sciences (SIMES), 2575 Sand Hill Road, Menlo Park, California 94025, USA
| |
Collapse
|
11
|
Mirza A, Watt R, Heilmann A, Stennett M, Singh A. Social Disadvantage and Multimorbidity Including Oral Conditions in the United States. J Dent Res 2024; 103:477-483. [PMID: 38504091 PMCID: PMC11047010 DOI: 10.1177/00220345241228834] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/21/2024] Open
Abstract
Existing studies on multimorbidity have largely excluded oral diseases in multimorbidity prevalence estimates. The reason behind this is somewhat unclear, as chronic oral conditions are highly prevalent, affecting over half the global population. To address this gap, we examined the relationship between social disadvantage and multimorbidity, stratifying by the inclusion and exclusion of oral conditions. For participants aged 30 y and over (n = 3,693), cross-sectional analysis was carried out using the US National Health and Nutrition Survey (2013-2014). Multimorbidity was defined as having 2 or more chronic conditions. Five medical conditions were examined: diabetes, asthma, arthritis, cardiovascular disease, and depression, as well as 4 oral health conditions: caries, periodontal disease, number of teeth, and edentulousness. Education and income poverty ratio were selected as measures of social disadvantage. Multimorbidity prevalence estimates according to social disadvantage were analyzed on an absolute and relative scale using inverse probability treatment weighting (IPTW), adjusting for age, sex, and ethnicity. The inclusion of oral health conditions in the assessment of multimorbidity increased the overall prevalence of multimorbidity from 20.8% to 53.4%. Findings from IPTW analysis demonstrated clear social gradients for multimorbidity estimates stratified by the exclusion of oral conditions. Upon inclusion of oral conditions, the prevalence of multimorbidity was higher across all social groups for both education and income. Stratifying by the inclusion of oral conditions, the mean probability of multimorbidity was 27% (95% confidence interval [CI], 23%-30%) higher in the low-education group compared to the high-education group. Similarly, the mean probability of multimorbidity was 44% (95% CI, 40%-48%) higher in the low-income group. On a relative scale, low education was associated with a 1.52 times (95% CI, 1.44-1.61) higher prevalence of multimorbidity compared to high education. Low income was associated with a 2.18 (95% CI, 1.99-2.39) higher prevalence of multimorbidity. This novel study strongly supports the impact of chronic oral conditions on multimorbidity prevalence estimates.
Collapse
Affiliation(s)
- A. Mirza
- Department of Epidemiology and Public Health, University College London, London, UK
| | - R.G. Watt
- Department of Epidemiology and Public Health, University College London, London, UK
| | - A. Heilmann
- Department of Epidemiology and Public Health, University College London, London, UK
| | - M. Stennett
- Department of Epidemiology and Public Health, University College London, London, UK
| | - A. Singh
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
- Melbourne Dental School, University of Melbourne, Melbourne, Victoria, Australia
| |
Collapse
|
12
|
van der Wurff I, Kirschner M, Golsteijn R, de Jonge M, Berendsen B, Singh A, Savelberg H, de Groot R. School-based physical activity interventions: which intervention characteristics are associated with participation and retention? A meta-analysis. Prev Med 2024; 182:107925. [PMID: 38437923 DOI: 10.1016/j.ypmed.2024.107925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 02/28/2024] [Accepted: 03/01/2024] [Indexed: 03/06/2024]
Abstract
OBJECTIVE Many school-based intervention studies are conducted to increase students' physical activity (PA). Recruitment and retention problems potentially impact the robustness of RCT findings. We conducted a meta-analysis to summarize recruitment and retention rates in long-term secondary school-based PA intervention studies and examined associated participant and intervention characteristics. METHODS Web of Science, Pubmed, Medline, and PsychInfo were searched until March 20th 2023. We included studies on secondary school-based PA interventions ≥12 weeks, aimed at typically developing adolescents. We abstracted number of schools and students invited, randomized, and participating at follow-up to calculate pooled recruitment and retention rates; participant and intervention characteristics were abstracted to execute subgroup or meta-regression analyses. RESULTS Recruitment rates were 51% for invited schools and 80% for invited students, the retention for schools was almost 100% and for students 91%. Interventions with fixed and flexible components, executed in Asia and South America, and from later publication years had higher student recruitment rates. Students' retention rates were lower for interventions which had flexible components, were theory/model-based, used an accelerometer, had a longer intervention duration, and included more females. CONCLUSION Recruitment and retention rates in school-based PA interventions are high. Some participant and intervention characteristics influence these rates: flexibility of the intervention, theory/model-based intervention, accelerometer use, intervention duration, continent, and number of females. Researchers should consider these characteristics in intervention development to achieve optimal balance between intervention effectiveness, recruitment, and retention.
Collapse
Affiliation(s)
- I van der Wurff
- Health Psychology, Faculty of Psychology, Open Univerity of the Netherlands, Heerlen 6419 AT, the Netherlands.
| | - M Kirschner
- Conditions for Lifelong Learning, Faculty of Educational Sciences, Open University of the Netherlands, Heerlen 6419 AT, the Netherlands
| | - R Golsteijn
- Health Psychology, Faculty of Psychology, Open Univerity of the Netherlands, Heerlen 6419 AT, the Netherlands
| | - M de Jonge
- (Former Employee of) Mulier Institute, Herculesplein 269, Utrecht 3584 AA, the Netherlands
| | - B Berendsen
- Department of Nutritional and Movement Sciences, NUTRIM, School of Nutrition and Translational Research in Metabolism, Maastricht University, P.O. Box 616, Maastricht 6200 MD, the Netherlands
| | - A Singh
- (Former Employee of) Mulier Institute, Herculesplein 269, Utrecht 3584 AA, the Netherlands; Human Movement. School and Sport, Applied University of Windesheim, Zwolle, the Netherlands
| | - H Savelberg
- Department of Nutritional and Movement Sciences, NUTRIM, School of Nutrition and Translational Research in Metabolism, Maastricht University, P.O. Box 616, Maastricht 6200 MD, the Netherlands; SHE, School of Health Professions Education, Maastricht University, P.O. Box 616, 6200 MD Maastricht, the Netherlands
| | - R de Groot
- Conditions for Lifelong Learning, Faculty of Educational Sciences, Open University of the Netherlands, Heerlen 6419 AT, the Netherlands
| |
Collapse
|
13
|
Singh A, Verma A, Bhardwaj B, Saraf P, Kumar H, Jain N, Waiker DK, Gajendra TA, Krishnamurthy S, Shrivastava SK. Structure-Guided Design, Synthesis, and Biological Evaluation of Peripheral Anionic Site Selective and Brain Permeable Novel Oxadiazole-Piperazine Conjugates against Alzheimer's Disease with Antioxidant Potential. ACS Omega 2024; 9:18169-18182. [PMID: 38680351 PMCID: PMC11044217 DOI: 10.1021/acsomega.3c10276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 03/20/2024] [Accepted: 03/22/2024] [Indexed: 05/01/2024]
Abstract
Alzheimer's disease (AD) is a multifactorial and emerging neurological disorder, which has invoked researchers to develop multitargeted ligands. Herein, hybrid conjugates of 5-phenyl-1,3,4-oxadiazole and piperazines were rationally designed, synthesized, and pharmacologically evaluated against hAChE, hBChE, and hBACE-1 enzymes for the management of AD. Among the series, compound 5AD comprising pyridyl substitution at terminal nitrogen of piperazine contemplated as a paramount lead compound (hAChE, IC50 = 0.103 ± 0.0172 μM, hBChE, IC50 ≥ 10 μM, and hBACE-1, IC50 = 1.342 ± 0.078 μM). Compound 5AD showed mixed-type enzyme inhibition in enzyme kinetic studies against the hAChE enzyme. In addition, compound 5AD revealed a significant displacement of propidium iodide from the peripheral anionic site (PAS) of hAChE and excellent blood-brain barrier (BBB) permeability in a parallel artificial membrane permeation assay (PAMPA). Besides, 5AD also exhibited anti-Aβ aggregation activity in self- and AChE-induced thioflavin T assay. Further, compound 5AD has shown significant improvement in learning and memory (p < 0.001) against the in vivo scopolamine-induced cognitive dysfunction mice model. The ex vivo study implied that after treatment with compound 5AD, there was a decrease in AChE and malonaldehyde (MDA) levels with an increase in catalase (CAT, oxidative biomarkers) in the hippocampal brain homogenate. Hence, compound 5AD could be regarded as a lead compound and further be explored in the treatment of AD.
Collapse
Affiliation(s)
- Abhinav Singh
- Pharmaceutical
Chemistry Research Laboratory, Department of Pharmaceutical Engineering
& Technology, Indian Institute of Technology,
(Banaras Hindu University), Varanasi 221005, India
| | - Akash Verma
- Pharmaceutical
Chemistry Research Laboratory, Department of Pharmaceutical Engineering
& Technology, Indian Institute of Technology,
(Banaras Hindu University), Varanasi 221005, India
| | - Bhagwati Bhardwaj
- Pharmaceutical
Chemistry Research Laboratory, Department of Pharmaceutical Engineering
& Technology, Indian Institute of Technology,
(Banaras Hindu University), Varanasi 221005, India
| | - Poorvi Saraf
- Pharmaceutical
Chemistry Research Laboratory, Department of Pharmaceutical Engineering
& Technology, Indian Institute of Technology,
(Banaras Hindu University), Varanasi 221005, India
| | - Hansal Kumar
- Pharmaceutical
Chemistry Research Laboratory, Department of Pharmaceutical Engineering
& Technology, Indian Institute of Technology,
(Banaras Hindu University), Varanasi 221005, India
| | - Nishi Jain
- Pharmaceutical
Chemistry Research Laboratory, Department of Pharmaceutical Engineering
& Technology, Indian Institute of Technology,
(Banaras Hindu University), Varanasi 221005, India
| | - Digambar Kumar Waiker
- Pharmaceutical
Chemistry Research Laboratory, Department of Pharmaceutical Engineering
& Technology, Indian Institute of Technology,
(Banaras Hindu University), Varanasi 221005, India
| | - T A Gajendra
- Neurotherapeutics
Research Laboratory, Department of Pharmaceutical Engineering &
Technology, Indian Institute of Technology,
(Banaras Hindu University), Varanasi 221005, India
| | - Sairam Krishnamurthy
- Neurotherapeutics
Research Laboratory, Department of Pharmaceutical Engineering &
Technology, Indian Institute of Technology,
(Banaras Hindu University), Varanasi 221005, India
| | - Sushant K. Shrivastava
- Pharmaceutical
Chemistry Research Laboratory, Department of Pharmaceutical Engineering
& Technology, Indian Institute of Technology,
(Banaras Hindu University), Varanasi 221005, India
| |
Collapse
|
14
|
Singh A, Spellman ME, Somula H, Wieland M. The effect of flow-responsive pulsation on teat tissue condition and milking performance in Holstein dairy cows. J Dairy Sci 2024:S0022-0302(24)00762-8. [PMID: 38642649 DOI: 10.3168/jds.2023-24605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 03/11/2024] [Indexed: 04/22/2024]
Abstract
The objectives of this study were to assess the effect of a reduced liner-open phase applied through flow-responsive pulsation (FRP), as a method to provide supplemental stimulation, on teat tissue conditions and milking characteristics in dairy cows. In 2 switch-back trials, 156 Holstein cows milked 3 times daily were assigned to the FRP or conventional (CON) group in alternating sequences. Trial I lasted for 35 d and was split into 5 alternating 1-week periods of FRP and CON. The duration of Trial II was 84 d, consisting of 4 alternating 3-week periods of FRP and CON. Premilking udder preparation for both groups consisted of predipping, forestripping and wiping the teats. Upon milking unit attachment, the FRP cows were milked at a pulsation rate of 50 cycles/min and a pulsation ratio of 30:70 until the preset milk flow threshold of 0.5 kg/min was reached. When the threshold value of 0.5 kg/min was reached, the pulsation was automatically switched to milking mode, which consisted of a pulsation rate of 60 cycles/min and a pulsation ratio of 70:30. Cows in the CON group were milked by milking mode (pulsation rate, 60 cycles/min; pulsation ratio, 70:30) immediately after attachment of the milking unit. We assessed machine milking-induced short-term changes to the teat tissue by palpation and visual inspection during Trial I, and we assessed teat-end hyperkeratosis in Trial II. Electronic on-farm milk meters were used to assess milking characteristics [milk yield (kg/milking session), milking unit-on time (s), 2-min milk yield (kg), peak milk flow rate (kg/min), and duration of low milk flow rate (s)]. Generalized linear mixed models were used to analyze the effect of treatment on the outcome variables. The odds of machine milking-induced short-term changes to the teat tissue were lower for cows in the FRP group than for those in the CON group [odds ratio (95% confidence interval; 95% CI) = 0.41 (0.31-0.55)]. There were no meaningful differences in the odds of teat-end hyperkeratosis between the FRP and CON groups [odds ratio (95% CI) = 1.05 (0.38-2.89)]. The least squares means (95% CI) of milking characteristics in the FRP and CON groups were 14.3 (13.8-14.7) and 14.3 (13.8-14.7) kg for milk yield, respectively; 272 (264-281) and 270 (262-278) s for milking unit-on time, respectively; and 5.0 (4.8-5.1) and 4.9 (4.7-5.1) kg/min for peak milk flow rate, respectively. The FRP group had lower odds of bimodality than the CON group [odds ratio (95% CI) = 0.67 (0.61-0.74)]. In reference to CON, the odds ratios (95% CI) in FRP were 1.05 (0.76-1.46) for kick-off, and 1.02 (0.85-1.23) for milking unit reattachment. In this study, cows that were milked using FRP had lower odds of postmilking short-term changes to the teat tissue and lower odds of bimodal milk flow. We conclude that FRP may foster adequate teat stimulation in cows before the initiation of milk harvest and has the potential to improve teat tissue conditions.
Collapse
Affiliation(s)
- A Singh
- Department of Population Medicine and Diagnostic Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853
| | - M E Spellman
- Department of Population Medicine and Diagnostic Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853
| | - H Somula
- Department of Population Medicine and Diagnostic Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853
| | - M Wieland
- Department of Population Medicine and Diagnostic Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853.
| |
Collapse
|
15
|
Gupta N, Konsam BD, Walia R, Bhadada SK, Chhabra R, Dhandapani S, Singh A, Ahuja CK, Sachdeva N, Saikia UN. An objective way to predict remission and relapse in Cushing disease using Bayes' theorem of probability. J Endocrinol Invest 2024:10.1007/s40618-024-02336-z. [PMID: 38619729 DOI: 10.1007/s40618-024-02336-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2023] [Accepted: 02/12/2024] [Indexed: 04/16/2024]
Abstract
OBJECTIVE In this study on patients with Cushing disease, post-transsphenoidal surgery (TSS), we attempt to predict the probability of remaining in remission, at least for a year and relapse after that, using Bayes' theorem and the equation of conditional probability. The number of parameters, as well as the weightage of each, is incorporated in this equation. DESIGN AND METHODS The study design was a single-centre ambispective study. Ten clinical, biochemical, radiological and histopathological parameters capable of predicting Cushing disease remission were identified. The presence or absence of each parameter was entered as binary numbers. Bayes' theorem was applied, and each patient's probability of remission and relapse was calculated. RESULTS A total of 145 patients were included in the study. ROC plot showed a cut-off value of the probability of 0.68, with a sensitivity of 82% (range 73-89%) and a specificity of 94% (range 83-99%) to predict the probability of remission. Eighty-one patients who were in remission at 1 year were followed up for relapse and 23 patients developed relapse of the disease. The Bayes' equation was able to predict relapse in only 3 out of 23 patients. CONCLUSIONS Using various parameters, remission of Cushing disease can be predicted by applying Bayes' theorem of conditional probability with a sensitivity and a specificity of 82% and 94%, respectively. This study provided an objective way of predicting remission after TSS and relapse in patients with Cushing disease giving a weightage advantage to every parameter.
Collapse
Affiliation(s)
- N Gupta
- Department of Endocrinology, Post Graduate Institute of Medical Education and Research (PGIMER), 1010, Nehru Extension Block, Chandigarh, 160012, India
| | - B D Konsam
- Department of Endocrinology, Post Graduate Institute of Medical Education and Research (PGIMER), 1010, Nehru Extension Block, Chandigarh, 160012, India
| | - R Walia
- Department of Endocrinology, Post Graduate Institute of Medical Education and Research (PGIMER), 1010, Nehru Extension Block, Chandigarh, 160012, India.
| | - S K Bhadada
- Department of Endocrinology, Post Graduate Institute of Medical Education and Research (PGIMER), 1010, Nehru Extension Block, Chandigarh, 160012, India
| | - R Chhabra
- Department of Neurosurgery, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | - S Dhandapani
- Department of Neurosurgery, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | - A Singh
- Department of Neurosurgery, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | - C K Ahuja
- Department of Radiodiagnosis, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | - N Sachdeva
- Department of Endocrinology, Post Graduate Institute of Medical Education and Research (PGIMER), 1010, Nehru Extension Block, Chandigarh, 160012, India
| | - U N Saikia
- Department of Histopathology, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| |
Collapse
|
16
|
Le Joubioux M, Savajols H, Mittig W, Fléchard X, Hayen L, Penionzhkevich YE, Ackermann D, Borcea C, Caceres L, Delahaye P, Didierjean F, Franchoo S, Grillet A, Jacquot B, Lebois M, Ledoux X, Lecesne N, Liénard E, Lukyanov S, Naviliat-Cuncic O, Piot J, Singh A, Smirnov V, Stodel C, Testov D, Thisse D, Thomas JC, Verney D. Search for a Neutron Dark Decay in ^{6}He. Phys Rev Lett 2024; 132:132501. [PMID: 38613302 DOI: 10.1103/physrevlett.132.132501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 01/31/2024] [Accepted: 02/29/2024] [Indexed: 04/14/2024]
Abstract
Neutron dark decays have been suggested as a solution to the discrepancy between bottle and beam experiments, providing a dark matter candidate that can be searched for in halo nuclei. The free neutron in the final state following the decay of ^{6}He into ^{4}He+n+χ provides an exceptionally clean detection signature when combined with a high efficiency neutron detector. Using a high-intensity ^{6}He^{+} beam at Grand Accélérateur National d'Ions Lourds, a search for a coincident neutron signal resulted in an upper limit on a dark decay branching ratio of Br_{χ}≤4.0×10^{-10} (95% C.L.). Using the dark neutron decay model proposed originally by Fornal and Grinstein, we translate this into an upper bound on a dark neutron branching ratio of O(10^{-5}), improving over global constraints by one to several orders of magnitude depending on m_{χ}.
Collapse
Affiliation(s)
- M Le Joubioux
- Grand Accélérateur National d'Ions Lourds (GANIL), CEA/DRF-CNRS/IN2P3, Boulevard Henri Becquerel, 14076 Caen, France
| | - H Savajols
- Grand Accélérateur National d'Ions Lourds (GANIL), CEA/DRF-CNRS/IN2P3, Boulevard Henri Becquerel, 14076 Caen, France
| | - W Mittig
- Facility for Rare Isotope Beams, Michigan State University, East Lansing, Michigan 48824, USA
- Department of Physics and Astronomy, Michigan State University, East Lansing, Michigan 48824, USA
| | - X Fléchard
- Université de Caen Normandie, ENSICAEN, CNRS/IN2P3, LPC Caen UMR6534, F-14000 Caen, France
| | - L Hayen
- Université de Caen Normandie, ENSICAEN, CNRS/IN2P3, LPC Caen UMR6534, F-14000 Caen, France
- Department of Physics, North Carolina State University, Raleigh, North Carolina 27607, USA
| | - Yu E Penionzhkevich
- Flerov Laboratory of Nuclear Reactions, Joint Institute for Nuclear Research, Dubna 141980, Russia
- National Research Nuclear University MEPHI, Moscow 115409, Russia
| | - D Ackermann
- Grand Accélérateur National d'Ions Lourds (GANIL), CEA/DRF-CNRS/IN2P3, Boulevard Henri Becquerel, 14076 Caen, France
| | - C Borcea
- Horia Hulubei National Institute for Physics and Nuclear Engineering, Reactorului 30, 077125 Bucharest-Măgurele, Romania
| | - L Caceres
- Grand Accélérateur National d'Ions Lourds (GANIL), CEA/DRF-CNRS/IN2P3, Boulevard Henri Becquerel, 14076 Caen, France
| | - P Delahaye
- Grand Accélérateur National d'Ions Lourds (GANIL), CEA/DRF-CNRS/IN2P3, Boulevard Henri Becquerel, 14076 Caen, France
| | - F Didierjean
- Institut Pluridisciplinaire Hubert Curien, 23 Rue du Loess, 67200 Strasbourg, France
| | - S Franchoo
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, 91405 Orsay, France
| | - A Grillet
- Institut Pluridisciplinaire Hubert Curien, 23 Rue du Loess, 67200 Strasbourg, France
| | - B Jacquot
- Grand Accélérateur National d'Ions Lourds (GANIL), CEA/DRF-CNRS/IN2P3, Boulevard Henri Becquerel, 14076 Caen, France
| | - M Lebois
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, 91405 Orsay, France
| | - X Ledoux
- Grand Accélérateur National d'Ions Lourds (GANIL), CEA/DRF-CNRS/IN2P3, Boulevard Henri Becquerel, 14076 Caen, France
| | - N Lecesne
- Grand Accélérateur National d'Ions Lourds (GANIL), CEA/DRF-CNRS/IN2P3, Boulevard Henri Becquerel, 14076 Caen, France
| | - E Liénard
- Université de Caen Normandie, ENSICAEN, CNRS/IN2P3, LPC Caen UMR6534, F-14000 Caen, France
| | - S Lukyanov
- Flerov Laboratory of Nuclear Reactions, Joint Institute for Nuclear Research, Dubna 141980, Russia
| | - O Naviliat-Cuncic
- Facility for Rare Isotope Beams, Michigan State University, East Lansing, Michigan 48824, USA
- Department of Physics and Astronomy, Michigan State University, East Lansing, Michigan 48824, USA
- Université de Caen Normandie, ENSICAEN, CNRS/IN2P3, LPC Caen UMR6534, F-14000 Caen, France
| | - J Piot
- Grand Accélérateur National d'Ions Lourds (GANIL), CEA/DRF-CNRS/IN2P3, Boulevard Henri Becquerel, 14076 Caen, France
| | - A Singh
- Grand Accélérateur National d'Ions Lourds (GANIL), CEA/DRF-CNRS/IN2P3, Boulevard Henri Becquerel, 14076 Caen, France
| | - V Smirnov
- Flerov Laboratory of Nuclear Reactions, Joint Institute for Nuclear Research, Dubna 141980, Russia
| | - C Stodel
- Grand Accélérateur National d'Ions Lourds (GANIL), CEA/DRF-CNRS/IN2P3, Boulevard Henri Becquerel, 14076 Caen, France
| | - D Testov
- Extreme Light Infrastructure-Nuclear Physics (ELI-NP)/Horia Hulubei National Institute for Physics and Nuclear Engineering (IFIN-HH), Strada Reactorului 30, 077125 Bucharest-Măgurele, Romania
- Joint Institute for Nuclear Research, Joliot-Curie 6, 141980 Dubna, Moscow region, Russia
| | - D Thisse
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, 91405 Orsay, France
| | - J C Thomas
- Grand Accélérateur National d'Ions Lourds (GANIL), CEA/DRF-CNRS/IN2P3, Boulevard Henri Becquerel, 14076 Caen, France
| | - D Verney
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, 91405 Orsay, France
| |
Collapse
|
17
|
Wieland M, Spellman ME, Somula H, Singh A. The association between teat shape and bimodal milk ejection in Holstein dairy cows. J Dairy Sci 2024:S0022-0302(24)00573-3. [PMID: 38490544 DOI: 10.3168/jds.2024-24354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 02/13/2024] [Indexed: 03/17/2024]
Abstract
Our objectives were to investigate the association of teat shape with (1) bimodality (2) incremental milk flow rates (average flow rates during the first 15 s, 15-30 s, 30-60 s, and 60-120 s of milking), and (3) peak milk flow rate in Holstein dairy cows milked 3 times per day. In this prospective cohort study, we analyzed 220,928 milking observations that were collected from 2,520 cows from a single dairy herd over a period of 31 d. Teat shape was visually assessed and classified into 1 of 4 categories as follows: (1) triangular barrel and pointed teat end (TP), (2) square barrel and round teat end (SR), (3) square barrel, round teat end, and flat in the area of the teat orifice (SRF), and (4) square barrel and flat teat end (SF). Individual cow-level milk flow rates were obtained using electronic on-farm milk meters. We considered bimodality to be present if any of the incremental milk flow rates (flow rates during 15-30 s, 30-60 s, or 60-120 s) were lower than any of the previous rates (flow rates during the first 15 s, 15-30 s, or 30-60 s). The frequency distribution of cows with different teat shapes was as follows: TP, 96 (3.8%); SR, 1,751 (69.5%); SRF, 617 (24.5%); and SF, 56 (2.2%). A generalized linear mixed model revealed differences in the odds of bimodality among cows with different teat shapes. Compared with cows in category SR, the odds (95% confidence interval) of bimodality of cows in other categories were as follows: TP, 0.68 (0.48-0.97); SF, 1.96 (1.21-3.19); and SRF, 1.46 (1.23-1.72). General linear mixed models indicated an association between teat shape and all incremental milk flow rates, with higher milk flow rates being present for cows with teat shapes in the SRF and SF categories. The general linear mixed model for the dependent variable peak milk flow rate indicated an association between teat shape and peak milk flow rate. Least squares means and 95% confidence intervals were 5.1 (4.9-5.3) kg/min for TP, 5.8 (5.5-6.1) kg/min for SF, 5.6 (5.5-5.7) for SRF, and 5.3 (5.3-5.4) for SR, respectively. We conclude that in this study cohort, bimodality is more likely to occur in cows with flat teat ends compared with those with a round teat ends. We attribute this relationship to the difference in milking speed across cows with different teat shapes. Teat shape may serve as a useful phenotype to identify cows that are more likely to exhibit bimodality. Because our study population was unique, future studies considering different circumstances such as breed, milking system, and milking routine are needed before results can be extrapolated.
Collapse
Affiliation(s)
- M Wieland
- Department of Population Medicine and Diagnostic Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853.
| | - M E Spellman
- Department of Population Medicine and Diagnostic Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853
| | - H Somula
- Department of Population Medicine and Diagnostic Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853
| | - A Singh
- Department of Population Medicine and Diagnostic Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853
| |
Collapse
|
18
|
Purohit BM, Singh A, Barbi W, Ahmad S. Cultural factors and family influences on adolescent oral health: qualitative research in a socially disadvantaged population. Int J Paediatr Dent 2024. [PMID: 38439161 DOI: 10.1111/ipd.13170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 12/21/2023] [Accepted: 02/07/2024] [Indexed: 03/06/2024]
Abstract
AIM This qualitative study sought to assess the influence of cultural factors and family on oral health behaviour of 12- to 15-year-old adolescents from the socially disadvantaged population. DESIGN A qualitative design was developed with focus group discussions (FGDs) among 12- to 15-year-old adolescents. Four focus groups (n = 32 participants) were created from a selected sample to capture oral health beliefs and practices, oral health-seeking behaviour along with other relevant information. Focus group discussions were audio-recorded, transcribed verbatim and translated. Data were analysed thematically and structural coding was applied. RESULTS Three key themes that emerged from FGDs were importance of oral health; role of family in oral health behaviour; and beliefs influencing access, prevention and treatment of oral diseases. Cultural background, family values and beliefs were imperative in moulding the behaviour of adolescents towards oral health. The use of traditional oral hygiene aides was a norm in this population. CONCLUSIONS Findings of the study provide greater insights into the authoritative role of family and cultural barriers in the uptake of dental services. The study also highlights the potential value of qualitative research and emphasizes the need to integrate oral health-associated cultural beliefs and attitudes of the adolescents towards a wider evidence base.
Collapse
Affiliation(s)
- Bharathi M Purohit
- Division of Public Health Dentistry, Centre for Dental Education and Research, WHO Collaborating Centre for Oral Health Promotion and Centre of Excellence for Implementation of National Oral Health Program under MoHFW, GoI. All India Institute of Medical Sciences (AIIMS), New Delhi, India
| | - Abhinav Singh
- Department of Dentistry, Nodal Officer, Regional Training Centre for Oral Health Promotion, All India Institute of Medical Sciences, Bhopal, India
| | - Wagisha Barbi
- Buddha Institute of Dental Sciences and Hospital, Patna, Bihar, India
| | - Shamshad Ahmad
- Department of Community and Family Medicine, All India Institute of Medical Sciences (AIIMS), Patna, Bihar, India
| |
Collapse
|
19
|
Singh A, Geary CM, Case KL, Juran I, Olszanski L, Sytch N, Womack SJ, Dahl M, Spellman ME, Wieland M. The effect of 2 different premilking stimulation regimens, with and without a latency period, on teat tissue condition and milking performance in Holstein dairy cows. J Dairy Sci 2024; 107:1719-1733. [PMID: 37769948 DOI: 10.3168/jds.2023-23735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 09/06/2023] [Indexed: 10/03/2023]
Abstract
The objectives of this study were to assess the effect of 2 different premilking stimulation regimens, with and without a latency period between tactile stimulation and the attachment of the milking unit, on the teat tissue condition and milking performance of dairy cows. In a randomized controlled crossover study, 145 Holstein cows milked 3 times daily were assigned to treatment (TRT) or control (CON) groups. Premilking udder preparation for the TRT group consisted of the application of a latency period resulting in a preparation lag time of 90 s. The only difference in the premilking udder preparation of the CON group was the absence of latency period; the milking unit was attached immediately after completion of the tactile stimulation. The average duration of total tactile stimulation in TRT and CON group was 8 ± 2 and 9 ± 2 s, respectively. The study lasted for 14 d and was split into 2 periods, each consisting of a 2-d adjustment period followed by 5 d of data collection. We assessed machine milking-induced short-term changes to the teat tissue by palpation and visual inspection postmilking. Electronic on-farm milk meters were used to assess milking characteristics (milk yield [kg/milking session], machine-on time [s], 2-min milk yield [kg], and duration of low milk flow rate [s]). Generalized linear mixed models were used to analyze the effect of treatment on the outcome variables. The odds of machine milking-induced short-term changes to the teat tissue were lower for cows that received a 90-s preparation lag time (TRT cows) compared with cows in the CON group (odds ratio [95% confidence interval; 95% CI] = 0.13 [0.08-0.20]). The least squares means (95% CI) values of cows in the TRT and CON groups were 15.4 (14.9-15.9) and 15.3 (14.8-15.8) kg, respectively, for milk yield, and 246 (239-253) and 253 (247-260) s for machine-on time. The 2-min milk yield was higher for the TRT compared with CON group cows at all the parity levels. The 2-min milk yields of animals in lactation 1, 2, and ≥3 were 5.7, 5.7, and 6.5 kg, respectively, in the TRT group and 4.6, 5.0, and 5.9 kg in the CON group. The TRT cows spent less time in low milk flow rate compared with CON cows at all parity levels. The durations of low milk flow rate of cows in lactation 1, 2, and ≥3 in the TRT group were 19, 17 and 13 s, respectively, and those in the CON group were 31, 22, and 15 s. In this study, cows that received a latency period, and thus were subjected to a 90-s preparation lag time had lower odds of exhibiting short-term changes to the teat tissue after machine milking, shorter machine-on time, higher 2-min milk yields, and lower durations of low milk flow rates. We conclude that consideration of latency period leading to a 90-s preparation lag time in the premilking stimulation regimen facilitated cows' milk-ejection reflex. This latency period can alleviate the adverse effects of vacuum-induced forces on teat tissue during machine milking, improve udder health, and promote animal well-being.
Collapse
Affiliation(s)
- A Singh
- Department of Population Medicine and Diagnostic Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853
| | - C M Geary
- Department of Population Medicine and Diagnostic Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853
| | - K L Case
- Department of Population Medicine and Diagnostic Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853
| | - I Juran
- College of Veterinary Medicine, Cornell University, Ithaca, NY 14853
| | - L Olszanski
- College of Veterinary Medicine, Cornell University, Ithaca, NY 14853
| | - N Sytch
- College of Veterinary Medicine, Cornell University, Ithaca, NY 14853
| | - S J Womack
- College of Veterinary Medicine, Cornell University, Ithaca, NY 14853
| | - M Dahl
- Department of Population Medicine and Diagnostic Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853; Department of Internal and Preventive Medicine, College of Veterinary Medicine, University of Mosul, Mosul, Iraq 41002
| | - M E Spellman
- Department of Population Medicine and Diagnostic Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853
| | - M Wieland
- Department of Population Medicine and Diagnostic Sciences, College of Veterinary Medicine, Cornell University, Ithaca, NY 14853.
| |
Collapse
|
20
|
D'Anna L, Ornello R, Foschi M, Romoli M, Abu-Rumeileh S, Dolkar T, Vittay O, Dixon L, Bentley P, Brown Z, Hall C, Jamil S, Jenkins H, Kwan J, Patel M, Rane N, Roi D, Singh A, Venter M, Kalladka D, Malik A, Halse O, Sacco S, Banerjee S, Lobotesis K. Outcomes of mechanical thrombectomy in acute stroke patients with atrial fibrillation detected after stroke versus known atrial fibrillation. J Thromb Thrombolysis 2024; 57:445-452. [PMID: 38127260 PMCID: PMC10961279 DOI: 10.1007/s11239-023-02923-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/05/2023] [Indexed: 12/23/2023]
Abstract
We aim to compare the outcomes in patients with atrial fibrillation detected after stroke (AFDAS) and their counterparts with known AF (KAF) presenting with large vessel occlusion (LVO) treated with mechanical thrombectomy (MT). This observational, prospective study included consecutive patients with acute LVO ischemic stroke of the anterior circulation with AFDAS, KAF and without AF. The primary study outcome was functional independence at 90 days after stroke. The secondary study outcomes were variation of the NIHSS score at 24 h, rate of successful reperfusion, death at 90 days and rate of immediate complications post-procedure. Overall, our cohort included 518 patients with acute ischemic stroke and LVO treated with MT, with 289 (56.8%) without a diagnosis of AF; 107 (21%) with AFDAS; 122 (22.2%) with KAF. There was no significant difference in terms of functional independence at 90 days after stroke between the three groups. Regarding the secondary study outcome, the rate of symptomatic intracranial haemorrhage (sICH) and/or parenchymal hematoma (PH) were significantly higher in the group of patients without AF (respectively, P = 0.030 and < 0.010). Logistic regression analysis showed that the subtypes of AF were not statistically significantly associated with functional independence at 90 days after stroke and with the likelihood of any ICH. Our results suggest that the subtypes of AF are not associated with clinical and safety outcomes of MT in patients with acute stroke and LVO. Further studies are needed to confirm our findings.
Collapse
Affiliation(s)
- Lucio D'Anna
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK.
- Department of Brain Sciences, Imperial College London, London, UK.
| | - Raffaele Ornello
- Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
| | - Matteo Foschi
- Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
| | - Michele Romoli
- Neurology and Stroke Unit, Department of Neuroscience, Bufalini Hospital, AUSL Romagna, Cesena, Italy
| | - Samir Abu-Rumeileh
- Department of Neurology, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
| | - Tsering Dolkar
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK
| | - Orsolya Vittay
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK
| | - Luke Dixon
- Neuroradiology, Department of Imaging, Charing Cross Hospital, Imperial College London, NHS Healthcare Trust, London, UK
| | - Paul Bentley
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK
| | - Zoe Brown
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK
| | - Charles Hall
- Neuroradiology, Department of Imaging, Charing Cross Hospital, Imperial College London, NHS Healthcare Trust, London, UK
| | - Sohaa Jamil
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK
| | - Harri Jenkins
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK
| | - Joseph Kwan
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK
| | - Maneesh Patel
- Neuroradiology, Department of Imaging, Charing Cross Hospital, Imperial College London, NHS Healthcare Trust, London, UK
| | - Neil Rane
- Neuroradiology, Department of Imaging, Charing Cross Hospital, Imperial College London, NHS Healthcare Trust, London, UK
| | - Dylan Roi
- Neuroradiology, Department of Imaging, Charing Cross Hospital, Imperial College London, NHS Healthcare Trust, London, UK
| | - Abhinav Singh
- Neuroradiology, Department of Imaging, Charing Cross Hospital, Imperial College London, NHS Healthcare Trust, London, UK
| | - Marius Venter
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK
| | - Dheeraj Kalladka
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK
| | - Abid Malik
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK
| | - Omid Halse
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK
| | - Simona Sacco
- Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
| | - Soma Banerjee
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK
- Department of Brain Sciences, Imperial College London, London, UK
| | - Kyriakos Lobotesis
- Neuroradiology, Department of Imaging, Charing Cross Hospital, Imperial College London, NHS Healthcare Trust, London, UK
| |
Collapse
|
21
|
D'Anna L, Barba L, Foschi M, Romoli M, Abu-Rumeileh S, Dolkar T, Vittay O, Dixon L, Bentley P, Brown Z, Hall C, Halse O, Jamil S, Jenkins H, Kalladka D, Kwan J, Malik A, Patel M, Rane N, Roi D, Singh A, Venter M, Banerjee S, Lobotesis K. Safety and outcomes of different endovascular treatment techniques for anterior circulation ischaemic stroke in the elderly: data from the Imperial College Thrombectomy Registry. J Neurol 2024; 271:1366-1375. [PMID: 37982851 PMCID: PMC10896784 DOI: 10.1007/s00415-023-12077-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 10/18/2023] [Accepted: 10/19/2023] [Indexed: 11/21/2023]
Abstract
BACKGROUND Although previous studies investigated the main predictors of outcomes after endovascular thrombectomy (EVT) in patients aged 80 years and older, less is known about the impact of the procedural features on outcomes in elderly patients. The aim of this study was to investigate the influence of EVT technical procedures on the main 3-month outcomes in a population of patients aged 80 years and older. METHODS This observational, prospective, single-centre study included consecutive patients with acute LVO ischaemic stroke of the anterior circulation. The study outcomes were functional independence at 3 months after EVT (defined as a mRS score of 0-2), successful reperfusion (mTICI ≥ 2b), incidence of haeamorrhagic transformation, and 90-day all cause of mortality. RESULTS Our cohort included 497 patients with acute ischaemic stroke due to LVO treated with EVT. Among them, 105 (21.1%) patients were aged ≥ 80 years. In the elderly group, multivariable regression analysis showed that thromboaspiration technique vs stent-retriever was the single independent predictor of favourable post-procedural TICI score (OR = 7.65, 95%CI = 2.22-26.32, p = 0.001). CONCLUSIONS Our study suggests that EVT for LVO stroke in the elderly could be safe. The use of thromboaspiration was associated with positive reperfusion outcome in this population. Further studies in larger series are warranted to confirm the present results and to evaluate the safety and efficacy of EVT in the elderly and oldest adults.
Collapse
Affiliation(s)
- Lucio D'Anna
- Stroke Centre, Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, Fulham Palace Road, London, W6 8RF, UK.
- Department of Brain Sciences, Imperial College London, London, UK.
| | - Lorenzo Barba
- Department of Neurology, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
| | - Matteo Foschi
- Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
| | - Michele Romoli
- Neurology and Stroke Unit, Department of Neuroscience, Bufalini Hospital, AUSL Romagna, Cesena, Italy
| | - Samir Abu-Rumeileh
- Department of Neurology, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
| | - Tsering Dolkar
- Stroke Centre, Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, Fulham Palace Road, London, W6 8RF, UK
| | - Orsolya Vittay
- Stroke Centre, Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, Fulham Palace Road, London, W6 8RF, UK
| | - Luke Dixon
- Neuroradiology, Department of Imaging, Charing Cross Hospital, Imperial College London, NHS Healthcare Trust, London, UK
| | - Paul Bentley
- Stroke Centre, Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, Fulham Palace Road, London, W6 8RF, UK
| | - Zoe Brown
- Stroke Centre, Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, Fulham Palace Road, London, W6 8RF, UK
| | - Charles Hall
- Neuroradiology, Department of Imaging, Charing Cross Hospital, Imperial College London, NHS Healthcare Trust, London, UK
| | - Omid Halse
- Stroke Centre, Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, Fulham Palace Road, London, W6 8RF, UK
| | - Sohaa Jamil
- Stroke Centre, Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, Fulham Palace Road, London, W6 8RF, UK
| | - Harri Jenkins
- Stroke Centre, Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, Fulham Palace Road, London, W6 8RF, UK
| | - Dheeraj Kalladka
- Stroke Centre, Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, Fulham Palace Road, London, W6 8RF, UK
| | - Joseph Kwan
- Stroke Centre, Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, Fulham Palace Road, London, W6 8RF, UK
| | - Abid Malik
- Stroke Centre, Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, Fulham Palace Road, London, W6 8RF, UK
| | - Maneesh Patel
- Neuroradiology, Department of Imaging, Charing Cross Hospital, Imperial College London, NHS Healthcare Trust, London, UK
| | - Neil Rane
- Neuroradiology, Department of Imaging, Charing Cross Hospital, Imperial College London, NHS Healthcare Trust, London, UK
| | - Dylan Roi
- Neuroradiology, Department of Imaging, Charing Cross Hospital, Imperial College London, NHS Healthcare Trust, London, UK
| | - Abhinav Singh
- Neuroradiology, Department of Imaging, Charing Cross Hospital, Imperial College London, NHS Healthcare Trust, London, UK
| | - Marius Venter
- Stroke Centre, Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, Fulham Palace Road, London, W6 8RF, UK
| | - Soma Banerjee
- Stroke Centre, Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, Fulham Palace Road, London, W6 8RF, UK
- Department of Brain Sciences, Imperial College London, London, UK
| | - Kyriakos Lobotesis
- Neuroradiology, Department of Imaging, Charing Cross Hospital, Imperial College London, NHS Healthcare Trust, London, UK
| |
Collapse
|
22
|
Purohit A, Singh A, Purohit BM, Shakti P. Global perspective on child and adolescent oral health: a systematic review and meta-analysis of oral impacts on daily performance. Evid Based Dent 2024:10.1038/s41432-024-00988-7. [PMID: 38413696 DOI: 10.1038/s41432-024-00988-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 01/23/2024] [Indexed: 02/29/2024]
Abstract
OBJECTIVE Several prevalence studies have estimated the region-specific impact of oral diseases on oral health-related quality of life. However, none of them reported and compared the same from a global perspective. This meta-analysis aims to evaluate pooled epidemiologic data about child-oral impacts on daily performance (C-OIDP) globally. METHODS A search was conducted in PubMed, Science Direct, SciELO, Semantic scholar, and Cochrane databases up to January 2023. Studies evaluating OIDP among 11-18-year-olds were included in the review. Quality of the included studies was evaluated using the health states quality index for cross-sectional studies. The meta-analysis used R package software version 4.3.0. A common effect model was used to calculate the pooled prevalence. The protocol was registered in the PROSPERO (CRD-NIHR) database with Reference ID CRD42023393798. RESULTS The systematic literature search yielded 257 unique citations. After screening titles and abstracts, 214 irrelevant citations were excluded, leaving 55 for full-text review. Overall, 43 studies from 23 countries were included. The meta-analysis reported a pooled prevalence impact C-OIDP of 53.36% (CI: 52.78-53.95, 43 studies, 16,622 participants). The prevalence of C-OIDP scores among South America, Asia, Europe, Africa and Oceania was 83%, 63%, 58%, 33% and 47%, respectively. The maximum prevalence was reported in South America while the least prevalence was noted in the African population. CONCLUSION Oral diseases affect the oral health-related quality of life of more than half of children and adolescents globally. Huge variations were noted in the prevalence of oral impacts across different regions. These findings can be utilized by policymakers to draft measures required for reducing impacts of oral diseases and improving the health-related quality of life.
Collapse
Affiliation(s)
- Abhishek Purohit
- Department of Dentistry, Regional Training Centre for Oral Health Promotion, All India Institute of Medical Sciences, Bhopal, India
| | - Abhinav Singh
- Department of Dentistry, Nodal Officer, Regional Training Centre for Oral Health Promotion, All India Institute of Medical Sciences, Bhopal, India.
| | - Bharathi M Purohit
- Public Health Dentistry, Centre for Dental Education and Research, WHO Collaborating Centre for Oral Health Promotion, All India Institute of Medical Sciences (AIIMS), New Delhi, India.
| | - Prateek Shakti
- Department of Plastic Surgery, MLB Medical College, Jhansi, India
| |
Collapse
|
23
|
Singh A, Purohit BM, Purohit A. Risk factors and associated pathway for rural and urban unmet dental prosthetic needs among older adults in Central India. Spec Care Dentist 2024. [PMID: 38302807 DOI: 10.1111/scd.12967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 01/18/2024] [Accepted: 01/20/2024] [Indexed: 02/03/2024]
Abstract
AIM This study was undertaken to evaluate the risk factors and associated pathways for unmet dental prosthetic needs among older adult population in Central India. METHODS A total of 11,145 randomly selected older adults participated in the study; 4613 from urban region and 6532 form rural region. Oral examinations were conducted at individual households for recording dental caries, periodontal disease, prosthetic status and needs. Structural Equation Modelling (SEM) was used to examine relationship between a set of exogenous variables and unmet dental prosthetic needs with variables that remained significant in the adjusted multilevel logistic model. Path coefficients were calculated for all variables with 95% confidence interval. Goodness of fit of the model was assessed by several indices. RESULTS A total of 8433 (75.7%) participants had never visited a dentist and 9139 (82%) had unmet dental prosthetic needs. Dental caries was observed among 3207 (69.5%) and 4644 (71.1%) study participants from urban and rural regions respectively (p < .05). Low utilization of dental services was associated with high dental prosthetic needs in upper arch and lower arch (PC = -0.05, 0.001) and DMFT was associated with lower utilization of dental services (PC = -0.09, 0.001). DMFT was also associated with age, annual income, level of education, paternal education, type of family, tobacco consumption and CPI score in the hypothesized model. The fit indices used indicated that the model was adequate. CONCLUSIONS Dental prosthetic needs in the proposed pathway model was associated with low utilization of dental services, dental caries, periodontal disease and other socio-demographic factors.
Collapse
Affiliation(s)
- Abhinav Singh
- Department of Dentistry, Nodal Officer, Regional Training Centre for Oral Health Promotion, All India Institute of Medical Sciences, Bhopal, India
| | - Bharathi M Purohit
- Division of Public Health Dentistry, Centre for Dental Education and Research, WHO Collaborating Centre for Oral Health Promotion, All India Institute of Medical Sciences (AIIMS), New Delhi, India
| | - Abhishek Purohit
- Department of Dentistry, Regional Training Centre for Oral Health Promotion, All India Institute of Medical Sciences, Bhopal, India
| |
Collapse
|
24
|
Mc Carthy L, Mathew B, Blank LJ, Van Hyfte G, Gotlieb E, Goldstein J, Agarwal P, Kwon CS, Singh A, Fields M, Marcuse L, Yoo JY, Sivarak E, Gururangan K, Navis A, Jetté N. Health care access, psychosocial outcomes and mental health in adults living with epilepsy during the COVID-19 pandemic. Epilepsy Behav 2024; 151:109617. [PMID: 38219607 DOI: 10.1016/j.yebeh.2023.109617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Revised: 12/01/2023] [Accepted: 12/27/2023] [Indexed: 01/16/2024]
Abstract
PURPOSE People living with epilepsy (PLWE) have a higher prevalence of mental health comorbidities and poorer psychosocial outcomes compared to the general population. The aim of this study was to examine psychosocial outcomes, mental health, healthcare accessibility, and seizure burden in PLWE during the COVID-19 pandemic. METHODS We conducted a cross-sectional study of adults with epilepsy treated in an urban multicenter health system from 2021 to 2022. A standardized questionnaire assessed for COVID-19 history, comorbidities, access to antiseizure medications (ASMs) and neurological care, seizure burden, and psychosocial outcomes (e.g., employment, social and financial support). The Patient Health Questionnaire-9 (PHQ-9) and Generalized Anxiety Disorder-7 (GAD-7) were administered to evaluate for depression and anxiety. Frequency and proportions for categorical variables and median and interquartile ranges for continuous variables were calculated. RESULTS Fifty-five PLWE participated (95 % response rate). Median age was 40 years (IQR 31.5-66.5), 61.8 % were women, 47.3 % had a bachelor's degree or higher and 29.1 % each had Medicaid and Medicare insurance. Race (from highest to lowest %) was: 32.7 % White, 20 % Black, 20 % Latinx, 14.5 % Asian, and 12.7 % selected "other" or "prefer not to say." COVID-19 had been diagnosed in 21.8 % of participants. Symptoms of anxiety and depression were self-reported by 43.6 % and 34.5 % of patients, respectively, with many describing this symptom as new post-pandemic (37.5 % and 31.6 %, respectively). Using validated scales, 52.7 % had depression (PHQ-9 score ≥ 5) with 30.9 % having moderate/severe depression (PHQ-9 score ≥ 10), while 29.1 % had probable generalized anxiety disorder (GAD-7 score ≥ 8). Seizure burden increased in 21.8 % of participants, while 20 % reported fewer seizures and 29.1 % were seizure free since the COVID-19 pandemic. Economic impacts of the pandemic included job loss (25 % amongst those employed at onset of pandemic), new or worsened financial difficulties (40 %), and new or worsened social support issues (30.9 %). Of all participants, 18.2 % reported difficulties accessing ASMs and 25.5 % cancelled visits, but of those with cancelled visits, 78.6 % had their appointments rescheduled as a telehealth visit. CONCLUSION Our cohort of PLWE experienced some challenges during the COVID-19 pandemic including poorer mental health and financial and employment-related stressors. Encouragingly, healthcare access was relatively spared during the COVID-19 crisis, with some patients even reporting a reduction in seizure burden. However, PLWE require ongoing psychosocial support with particular attention to decompensation of mental health and social stressors that may be exacerbated by the COVID-19 pandemic.
Collapse
Affiliation(s)
- L Mc Carthy
- Department of Neurology, Icahn school of Medicine at Mount Sinai, New York, NY, USA
| | - B Mathew
- Department of Neurology, Icahn school of Medicine at Mount Sinai, New York, NY, USA
| | - L J Blank
- Department of Neurology, Icahn school of Medicine at Mount Sinai, New York, NY, USA; Institute for Healthcare Delivery Science, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - G Van Hyfte
- Institute for Healthcare Delivery Science, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - E Gotlieb
- Department of Neurology, Icahn school of Medicine at Mount Sinai, New York, NY, USA
| | - J Goldstein
- Department of Neurology, Icahn school of Medicine at Mount Sinai, New York, NY, USA
| | - P Agarwal
- Department of Neurology, Icahn school of Medicine at Mount Sinai, New York, NY, USA; Institute for Healthcare Delivery Science, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - C S Kwon
- Department of Neurology, Icahn school of Medicine at Mount Sinai, New York, NY, USA; Department of Neurosurgery, Icahn school of Medicine at Mount Sinai, New York, NY, USA
| | - A Singh
- Department of Neurology, Icahn school of Medicine at Mount Sinai, New York, NY, USA
| | - M Fields
- Department of Neurology, Icahn school of Medicine at Mount Sinai, New York, NY, USA
| | - L Marcuse
- Department of Neurology, Icahn school of Medicine at Mount Sinai, New York, NY, USA
| | - J Y Yoo
- Department of Neurology, Icahn school of Medicine at Mount Sinai, New York, NY, USA
| | - E Sivarak
- Department of Neurology, Icahn school of Medicine at Mount Sinai, New York, NY, USA
| | - K Gururangan
- Department of Neurology, Icahn school of Medicine at Mount Sinai, New York, NY, USA
| | - A Navis
- Department of Neurology, Icahn school of Medicine at Mount Sinai, New York, NY, USA
| | - N Jetté
- Department of Clinical Neurosciences, Calgary Zone, Alberta Health Services, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 2T9, Canada.
| |
Collapse
|
25
|
Kidder BL, Ruden X, Singh A, Marben TA, Rass L, Chakravarty A, Xie Y, Puscheck EE, Awonuga AO, Harris S, Ruden DM, Rappolee DA. Novel high throughput screen reports that benzo(a)pyrene overrides mouse trophoblast stem cell multipotency, inducing SAPK activity, HAND1 and differentiated trophoblast giant cells. Placenta 2024:S0143-4004(23)00644-6. [PMID: 38245404 DOI: 10.1016/j.placenta.2023.12.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2024]
Abstract
INTRODUCTION Cultured mouse trophoblast stem cells (mTSC) maintain proliferation/normal stemness (NS) under FGF4, which when removed, causes normal differentiation (ND). Hypoxic, or hyperosmotic stress forces trophoblast giant cells (TGC) differentiate. Hypoxic, hyperosmotic, and genotoxic benzo(a)pyrene (BaP), which is found in tobacco smoke, force down-regulation of inhibitor of differentiation (Id)2, enabling TGC differentiation. Hypoxic and hyperosmotic stress induce TGC by SAPK-dependent HAND1 increase. Here we test whether BaP forces mTSC-to-TGC while inducing SAPK and HAND1. METHODS Hand1 and SAPK activity were assayed by immunoblot, mTSC-to-TGC growth and differentiation were assayed at Tfinal after 72hr exposure of BaP, NS, ND, Retinoic acid (RA), or sorbitol. Nuclear-stained cells were micrographed automatically by a live imager, and assayed by ImageJ/FIJI, Biotek Gen 5, AIVIA proprietary artificial intelligence (AI) software or open source, CellPose artificial intelligence/AI software. RESULTS BaP (0.05-1μM) activated SAPK and HAND1 without diminishing growth. TSC-to-TGC differentiation was assayed with increasingly accuracy for 2-4 N cycling nuclei and >4 N differentiating TGC nuclei, using ImageJ/FIJI, Gen 5, AIVIA, or CellPose AI software. The AIVIA and Cellpose AI software matches human accuracy. The lowest BaP effects on SAPK activation/HAND1 increase are >10-fold more sensitive than similar effects for mESC. RA induces 44-47% 1st lineage TGC differentiation, but the same RA dose induces only 1% 1st lineage mESC differentiation. DISCUSSION First, these pilot data suggest that mTSC can be used in high throughput screens (HTS) to predict toxicant exposures that force TGC differentiation. Second, mTSC differentiated more cells than mESC for similar stress exposures, Third, open source AI can replace human micrograph quantitation and enable a miscarriage-predicting HTS.
Collapse
Affiliation(s)
- B L Kidder
- Department of Oncology, Wayne State University School of Medicine and Karmanos Cancer Institute, Detroit, MI, USA
| | - X Ruden
- CS Mott Center/WSU Ob/gyn Department, USA; Reproductive Stress Inc, Grosse Pointe Farms, MI, USA
| | - A Singh
- CS Mott Center/WSU Ob/gyn Department, USA; WSU CMMG, USA
| | - T A Marben
- University of Detroit, Mercy (NIH Build Fellow), USA
| | - L Rass
- Barber Foundation Fellows/WSU, USA
| | | | - Y Xie
- Western Fertility, Los Angeles, CA, USA
| | - E E Puscheck
- CS Mott Center/WSU Ob/gyn Department, USA; Invia Infertility, Chicago, IL, USA
| | | | - S Harris
- Department of Environmental Health Sciences, School of Public Health, University of Michigan, Ann Arbor, MI, 48109, USA
| | - D M Ruden
- CS Mott Center/WSU Ob/gyn Department, USA; IEHS, WSU, USA
| | - D A Rappolee
- CS Mott Center/WSU Ob/gyn Department, USA; Reproductive Stress Inc, Grosse Pointe Farms, MI, USA; Dept of Physiology, WSU, USA.
| |
Collapse
|
26
|
Xu W, Liu G, Varghese C, Wells C, Smith N, Windsor J, Gaborit L, Goh S, Basam A, Elhadi M, Soh RT, Saeed U, Abdulwahed E, Farrell M, Wright D, Martin J, Pockney P, Xu W, Basam A, Goh S, Li J, Shah J, Waraich A, Gaborit L, Pathak U, Hilder A, Elhadi M, Jabur A, Kalyanasundaram K, Ohis C, Ong CF, Park M, Siribaddana V, Raubenheimer K, Vu J, Wells C, Liu G, Ferguson L, Xu W, Varghese C, Pockney P, Atherton K, Dawson A, Martin J, Banerjee A, Dudi-Venkata N, Lightfoot N, Ludbrook I, Peters L, Sara R, Watson D, Wright D, Adeyeye A, Alvarez-Lozada LA, Atici SD, Buhavac M, Calini G, Elhadi M, Ioannidis O, Tepe MD, Nath U, Uzair A, Yang W, Zaidi F, Singh S, Abdullah B, Palacios DSG, Ragab A, Ahmed A, Raubenheimer K, Daudu D, Goh S, Benyani SV, Karthikeyan N, Mansour LT, Seow W, Tasi Z, Jabur A, Pathak U, Park M, Abdelmelek DE, Boussahel IFZ, Kaabache O, Lemdaoui N, Nebbar O, Rais M, Abdoun M, Kouicem AT, Bouaoud S, Bouchenak K, Saada H, Ouyahia A, Messai W, Choong ZS, Ting C, Larkin M, Fong PJ, Soh I, Grandi AD, Iftikhar H, Sinha A, Kapoor D, Chlebicka T, Singer D, Goddard K, Matthews L, Lin R, Chambers J, Chan J, Macnab B, Barker J, Mckenzie M, Ferguson N, Juwaheer G, Muralidharan V, Gill S, Sung N, Patel R, Walters C, Nguyen K, Liu D, Cabalag C, Lee J, Leow SHA, Ng SL, Ashraf H, Mulder F, Loo J, Proud D, Wong S, Zhou Y, Soh QR, Chye D, Stevens S, Tang P, Kritharides S, Dong J, Morice O, Huang D, Hardidge A, Amarasekara M, Kink A, Bolton D, Rawal A, Singh J, Heard M, Hassan Y, Naqeeb A, Cobden A, Prinsloo D, Quadros D, Gunn E, Kim HJ, Ekwebelam J, Shanahan J, Alkazali M, Hoosenally M, Nara N, Nguyen P, Barker S, Hilder A, Hui A, Karmakar A, Wang B, Goonawardena J, Cheung KT, Chan N, Natarajan R, Cade R, Jin R, Sengupta S, Snider R, Morisetty H, Weeda L, Sun P, Chilaka L, Cover J, Gunasekara ADSA, Senthilrajan R, Alwahaib A, Limmer A, Zamanbandhon B, Jaffry K, Shen Y, Chua A, Syed S, Saha S, Glynatsis J, Aitchison L, Lagana B, Crossman M, Watson D, Dawson A, Fong B, Harrison E, Horsburgh E, Glynatsis J, Khoo M, Mishra K, Hewton L, Mesecke A, Tu H, Tun T, Wong J, Ong E, Law TN, Landy A, Leano A, Li A, Soni A, Dowdle B, Pilgrim C, Abeysirigunawardana D, Jeyarajan DR, Patel D, Mckinnon K, Gould M, Gilmore P, Geng R, Loughnan R, Norton-Smith S, Nyame S, Tan S, Yoon SW, Wang Y, Zhang Y, Wang Z, Mare H, Withanage I, Khattar M, Toft A, Sivasuthan G, Zhao H, Addley J, O'brien L, Raza M, Bindra R, Sharma S, Cornwell C, Patil A, Cheung A, Lown A, Dawson A, Blassey A, Ochigbo B, Cheng F, Fatima A, Zhang E, Kocatekin H, Roth C, Brewster D, Kwok K, Chen P, Laura S, Tynan D, Latif E, Lun E, Honore E, Ziergiebel F, Blake J, Chandiok K, Bird K, Ngothanh L, Lee M, El-Masry M, Hamer P, Palaniappan RR, Mcgee R, Huang S, Zhang S, Hariharan S, Silva YD, Lee C, Fotheringham P, Incoll I, Cordingley T, Cheng F, Brown M, Kang L, Wijayaratne R, Moore P, Qian G, Elgindy Y, Carnuccio E, Rae H, Shehata M, Liu M, Lockwood B, Bockxmeer JV, Alsoudani A, Swan D, Hsieh J, Orchard-Hall F, Tay KYJ, Mehra R, Gebeh A, Bailey A, Brown G, Colaco A, Gopal H, Boyley J, Changati V, Fletcher J, Khandelwal T, House C, O'neil C, Jaarsma E, Ly V, Balogh Z, Shui A, Sathasivam V, Legge-Wilkinson H, Wong KH, Chen A, Tran A, Rehfisch P, Wang G, Nguyen J, Peker J, Gallert K, Komesaroff M, Namburi M, Goldfinch E, Muchabaiwa R, Jangam A, Taylor I, Nusem I, Park JH(D, Gundara J, Heigan R, Tran T, Mackay T, Butterworth Y, Sadauskas T, Tung M, Ellepola H, Gan C, Fong H, Das A, Naicker L, Hauptman S, Kamath A, Yew A, Parange A, Kim K, Kharwadkar S, Gamage T, Vance L, Seldon A, Ghaly M, Phan V, Chauhan K, Bassam A, Vollenhoven B, Jaffry K, Mandhan K, Sritharan M, Sakthivel M, Evans N, Robinson S, Sivakumar S, Marrison L, Jollow D, Joshi K, Tao S, Shrestha P, Nukala SK, Hodgson R, Crotty A, Esho A, Harris A, Surkitt A, Bland L, Mcleod B, Yin C, Keng C, Greenwood E, Yuan G, Haege E, Wu H, Xiao H, Pozzi I, Fu J, Ross JS, Gentle J, Gan K, Chang K, Sun K, Singh M, Xie M, Mccabe N, Slavec M, Clarnette N, Niknami B, Zou P, Flintoft S, Jayatilleke S, Sok R, Tan S, Wadhwa S, Swansson W, Abulafia D, Blundell J, Sweetapple A, Solar CD, Martin C, Bell D, Fernando I, Chang J, Vanzuylekom K, Zuylekom KV, Zuylekom KV, Hobbs K, Liang R, Jabur A, Tarmidi J, Ugool M, Beatson N, Bowman S, Moin S, Tan WPJ, Chidambaram S, Gan SW, Wang P, Naicker L, Kim K, Wang NQ, Kwan YX, Patil C, Joshi D, Kamath A, Hanan A, Sheriff A, Duffield J, Naiker L, Smitham P, Neo EL, Chua M, Prasad S, Nagaratnam A, Sammour T, Lin Y, Lee C, Hopping E, Jangra M, Das A, Lin K, Bunjo Z, Raubenheimer K, Yunos MHM, Yeung KL, Phu R, Betts A, Just B, Gera S, Leeson H, Jamieson J, Wang K, Luu E, Innes M, Vu J, Hong J, Dzator S, Flame A, Jiang V, Kwok J, Lawrence A, Meads K, Pearce L, Sarangadasa P, Shaw H, Yu V, Crostella ;E, Wong J, Bobba S, Muller M, Hau YCH, Wilson T, Markovic A, Green J, Forbes C, Burrows E, Hou L, O'sullivan C, Foo J, Greig H, Collins AJ, Chandler C, Heaney E, Gross H, Morgan M, Loder R, Rajesh K, Ananthapadmanabhan S, Razmi A, Vong C, Pothukuchi P, Theophilus M, Sriranjan R, Kaur S, Kanczuk M, Groot JD, Corrigan A, Li D, Badri D, Ciranni D, Needi ET, Clanfield M, Copertino N, Rumble W, Vanguardia MK, Lew C, Dennaoui R, Shah J, Kong J, Koh I, Zeng R, Baziotis-Kalfas K, Denby H, Li A, Tran W, Singh A, Lin O, Chau M, Donaldson O, Min C(S, Ballah S, Tsui SCT, Yong N, Standish L, Tan S, Fujihara A, Davies L, Odisho R, Ravi A, Collins J, Chandra P, Abdelmeguid R, Singh G, Feierdaiweisi X, Seneviratne D, Srivastava S, Yao M, Teng C, Chowdhury N, Vidanagama S, Lin C, Sampatha-Waduge T, Wang E, Yodkitydomying C, Koh I, Silverii J, Lam A, Zeng R, Solanki K, Franks A, Edwards L, Atilhan R, Nandurkar R, Wells O, Vanguardia K, King D, Edwards E, Edwards L, Tran Q, Chau M, Min S, Rauf A, Fu Y, Haximolla H, Shang M, Segaran S, Wang S, Sivakumar G, Sandhu JK, Mishra N, Hauptman S, Chua A, Chene D, Maddern G, Shaw H, Wang Q, Pang S, Lu C, Fung J, Cyr K, Lu K, How MZ, Hu N, Anderson P, Jakanovski P, Youssef A, Tang H, Keenan R, Chan A, Canny M, Tahir F, Egerton J, Yeung J, Chan J, Tiffany L, Bei M, Raj M, Williams P, Nagpal S, Outhred T, Krawitz R, Choi CCM, Younus K, Giurgius M, Kirk R, Pegorer AG, Tang-Ieam P, Ward J, Wijetunga A, Zhang C, Nahm C, Wang C, Golja D, Jenkins G, Qian H, Luong J, Nguyen K, Suttor S, Lai S, Ma V, Chen Y, Yu HH, Lee A, Barbaro A, Mcguinness C, Maddern G, Young S, Lim YF, Trotta G, Chao P, Ding G, Fang C, Lu A, Wagaarachchi P, Cornwell C, Gojnich A, Stewart P, Dong I, Wong K, Burruso L, Hogan L, Mcorist N, Singh R, Jeyamohan R, Hou Z, Lai W, Taylor E, Palacios DSG, Pantoja MAN, Nanez DMB, Hernandez GOP, Jimenez Ramirez LJ, Mohamed M, El-Taher AK, Elewa A, Soliman MA, Diab M, Ali R, Ahmed A, Galal A, Elkhodary A, Alaa A, Faisal A, Badawy A, Eldomiaty D, Sayed MA, Rasslan E, Ramadan M, Fares GE, Altabbaa H, Emad H, Alboridy M, Mongy M, Albarhomy O, Selim O, Rafaei R, Atta R, Altaweel A, Sherif Y, Elghoul Y, Tarek Y, Sabry AA, Moustafa A, AbouHiekal O, Shaqran OA, Haggag Z, Abbas AM, Temerik AR, Atef D, Mahmoud A, Saad MM, Ragab M, Mahmoud AO, Hussien A, Abdelbaky M, Muhammad I, Morad A, Ali A, Hussien A, Shipa A, Aboulfotouh A, Abdelaal AM, Hashem AM, Youssef AA, Morsi A, Ebrahim A, Sayed AM, Kamel AM, Elmaghrabey A, Elgharib AM, Abdelrahman A, Ali A, Abdelnaeam S, Emam A, el-mola AG, Shaban A, Shaltout AS, Nabil B, Barsoum F, Mostafa E, Abdelbaset D, Salah D, Othman D, Othman S, Khairallah NS, Hassan SA, Morsi S, Azer A, Abdelsamed EA, Ahmed R, Ibrahim I, AbdElbaset E, Hamoda E, Monib F, Harb F, Maher H, Ahmed H, Mohammed H, Hana K, Ayoub K, Henes K, Shamshoon K, Soliman K, Hassanein M, Abdelhamid MM, Mahdy M, Khalil M, Ali M, Khalifa M, Amary M, Suliman ME, Abdallah MM, Nasr MSA, Elia M, Adly M, Roshdy M, Ramadan MF, Shahat MA, Abdelnasser MK, Zaed M, Al-Quossi M, Zarzour MA, Hares MM, Abdelfatah MA, Abughanima M, Abdeljaber M, Saber M, Amin MK, Abbas M, Haroon O, Khalil O, Talaat O, Elnagar R, Soliman R, Aboelela R, Salah S, Abdelgawad S, Mohammed T, Hussien TA, Sobhy G, Sayed Y, Silem YOR, Dawood A, Hemaida T, Ahmed R, Kamaleldin A, Zakaria A, Salah M, Salem E, Rashed OFAA, Halawa M, Elfeki H, Mosaad A, Shaaban A, Abdelsalam H, Sakr A, Sanad A, Elsawy A, Maged BM, Hegazy D, Abdelmaksoud M, Laymon M, Taman M, Moawad ER, AboElfarh HE, Elkenawi K, Osama M, Sadek M, Elghazy MA, Attia M, Nader M, Shalaby M, Attiya O, Gaarour OS, Zaghloul A, Mikhail P, Badr K, Soltan H, Donia M, Gaafar M, Abdelwahab K, Sallam A, Eid A, Yousri M, Hamdy O, Al-Touny A, Alshawadfy A, Hamdy A, Ellilly A, Mahdy A, El-Sakka A, Hendawy H, Salah A, Raslan B, Teema E, Albayadi E, Nasser E, Mohamed H, Mahmoud M, Elsaied M, Taha O, Dahshan S, Al-Touny S, Karrar A, Khairy A, Farag A, Deafallah A, Ads AM, Alomar R, AbuShawareb I, Saeed A, Mashaal A, Ads AM, Ghanem S, Elghamry A, Nada EA, Noureldin YA, Fouda MF, Shaheen N, Allam S, Mazrou I, Shehab AF, Kussaili W, Korkolis D, Fradelos E, Sarafi A, Machairas N, Giannakopoulos KS, Stavratis F, Korovesis G, Tsourouflis G, Keramida MD, Kydonakis N, Kykalos S, Syllaios A, Dorovinis P, Schizas D, Ioannidis O, Malliora A, Anestiadou E, Zapsalis K, Kontidis F, Loutzidou L, Ouzounidis N, Bitsianis S, Symeonidis S, Skalidou S, Ioannidis O, Valaroutsou OM, Dagklis T, Arvanitaki A, Mamopoulos A, Athanasiadis A, Kopatsaris S, Kalogiannidis I, Tsakiridis I, Kapetanios G, Papanikolaou E, Tsakiridis N, Zachomitros F, Larentzakis A, Gyftopoulos A, Albanopoulos K, Champipis A, Yiannakopoulos C, Vrakopoulou GZ, Saliaris K, Lathouras K, Skoufias S, Doulami G, Bareka M, Arnaoutoglou E, Angelis F, Angeslis F, Hantes M, Ntalouka M, Al-Juaifari MA, Alwash M, Maala R, Zwain YA, Saleh SA, Khorsheed M, Pesce A, Feo CV, Bernabei M, Petrarulo F, Fabbri N, Labriola R, Barbara SJ, Bosi S, Romano A, Canavese A, Catalioto C, Isopi C, Larotonda C, Dajti G, Rottoli M, Russo IS, Cardelli S, Castagnini F, Traina F, Guizzardi G, Giuzzardi G, Gorgone M, Maestri M, Cianci P, Conversano I, Restini E, Gattulli D, Grillea G, Varesano M, Calini G, Andriani A, Gattesco D, Terrosu G, Zambon M, Cerinic PM, Moretti L, Muschitiello D, Polo S, Bresadola V, Wardeh SA, Al-Baw M, Alhaleeq S, Al-Issawi S, Alsaify E, Banihani F, Massadeh N, Massadeh N, Al-issawi D, Elyan B, Al-Shami Q, Alomari Y, Khamees A, Al-Tahayneh SA, Alsheik A, Sawaftah K, Sarhan O, Alkhatib AA, Alzghoul B, Saleh A, Yaghmour J, Shahin M, Maali M, Alatefi D, Al-Smirat H, Hezam A, Alathameen N, Kaddah AA, Al Hammoud A, Ayasrah S, Abuuqteish H, Al-Mwajeh T, Makableh R, Bataineh S, Shabaneh A, Alnatsheh W, Aldeges M, Hamad H, Shehahda S, Khassawneh D, Alzyoud O, Alrosan R, Awad H, Khaldoon T, Shannaq R, hamoud MA, fadalah BA, Al-Hazaimeh M, Khraise W, Alnajjar L, Alnajjar M, Al-Omary S, Ababneh A, Albashaireh A, Khadrawi M, Aljamal M, Athamneh T, Muqbel RA, Al-jammal M, Masarrat A, Al-zawaydeh A, Taha I, Qattawi T, Smadi R, Alhaleem A, Alboon M, Hazaymeh O, Karasneh L, Al-Haek S, Almahroush M, Alfrijat T, Elporgay A, Shanag H, Agilla H, Alameen H, Bensalem M, Altair M, Ghemmied M, Alarabi R, Alhudhairy S, Gweder R, Alzarroug A, Alabed E, Elreaid F, Elkharaz OA, Elreaid FF, Albatni SS, Elmehdawi H, Gahwagi M, Mohamed A, Alfrjani T, Khafifi K, Rasheed A, Akwaisah A, Bushaala H, Elfadli M, Moftah M, Algabbasi S, Esaiti S, Elfallah S, Alharam A, Alariby F, Isweesi M, Eldarat TA, Dabas AA, Alkaseek A, Abodina AM, Alqaarh A, Bakeer HB, Alhaddad HS, Aboudlal H, Alsaih S, Abubaker N, Abdelrahim N, Alzarga A, Omar B, Faris F, Alhadad Q, Abufanas A, Badi H, Benismai I, Obeid H, Abdalei A, Abdulrahman A, Swalem A, Alzarouq E, Safar A, Shagroun E, Hashem B, Elrishi F, Abdulali F, Ahmed H, Eltaib I, Elzoubia J, Albarki A, Mugassabi HE, Abushaala F, Abuzaho A, Juha N, Egzait R, Shetwan S, Lemhaishi A, Matoug F, Abdulwahed E, Askar A, Ashur AB, Bezweek A, Altughar B, Emhimmed D, Elferis D, Elgherwi L, Soula E, Gidiem D, Grada M, Derwish K, Alameen M, Algatanesh N, Elkheshebi A, Ghmagh R, Barka S, Ahmeed S, Aljamal S, Alragig Z, Addalla M, Atia A, Kharim A, Mahmoud F, Binnawara M, Alshareea E, Alsori M, Alshawesh A, Alrifae GMH, Ashour A, Abozid A, Alflite AOS, Mohamed A, Arebi J, Alagelli F, Gineeb HY, Ghmagh R, Omar RMB, Alaqoubi R, Mohammed S, Bensalem SH, Elgadi T, Sami W, Bariun Y, Alhashimi AMA, Abdulla DA, Rhuma H, Enaami H, Alboueishi AA, Alkchr HBHMAA, Albakosh BA, Hasan NB, Alsari N, Aldreawi M, Abushanab K, Yahya R, Samalavicius N, Eismontas V, Jurgaitis J, Aliosin O, Nutautiene V, Zakaria AD, Pillai AKSK, Vadioaloo DK, Daud MAM, Soh JY, Zakaria MZ, Rusli SM, Ashar NAK, Ahmad ZA, Ramlee AA, Alsagoff SNASAL, Sofian AA, Jamil MBHM, Abdullah B, Noorman MF, Abidin MFZ, Isahak MI, Adnan SNN, Noor ZHM, Alvarez-Lozada LA, Garza AQ, Leal AA, Reyes BAF, Guerra EVO, Garza FJA, Mey HEA, Isais JAR, Zertuche JTG, García PLG, Sánchez LAH, Mercado MPF, Sierra OAV, Morales PER, Fuentes SO, Martínez VMP, Guerra-Juárez YA, Flores-González AK, Singh S, Hadi A, Woodbridge C, Thornton-Hume D, Forsythe J, Dharmaratne I, Pai V, Windsor J, Zargar K, Waldin L, Winthrop L, Alvarez M, Huang M, Kumove M, Simonetti M, Chand N, Goldsmith O, Guo O, Monk P, Zhou K, Penneru SH, Prasad S, Ren S, Hill T, Mistry V, Sun S, Pereira A, Mclaughlin S, Stokes A, Sathiyaseelan A, Rossaak J, Lim J, Brooke K, Quinlan L, Pottier M, Podder N, Jinu P, Ramphal S, Vermeulen W, Jeffery F, Busaidi ISA, Divinagracia J, Ju W, Liu Y, Glyn T, Thompson N, Graziadei V, Canton J, Furey J, Choi H, Coomber G, Divekar T, English T, Gernhoefer E, Healy T, Chou J, Parajuli D, Reed C, Studd R, Lin A, Wells C, Xu C, Hadi A, Maccormick A, Park H, Rathnayake A, Williams B, Chan A, Smith C, Casciola F, Bhikha J, Luo J, Yi K, Singhal M, George R, Luo R, Frost T, Hakak F, George A, Carlos A, Ho A, Mcrae C, Lescheid J, Soek J, Pham A, Clair SS, Yee SA, Lim J, Wu CY, Kim T, Chua AQ, Harmston C, Boyes H, Cook H, Struthers J, Radovanovich J, Quek N, Fearnley-Fitzgerald C, Wright D, Ghandi K, Matheson N, McGuinness MJ, Chen B, Douglas RI, Richter K, Soliman NB, Bolam SM, Vimalan V, Currie W, Cuthbert M, Ross P, Nicholson A, Garton B, Agnew E, Conlon N, Waaka N, Kejriwal R, Nguyen S, Leung E, Ratnayake M, Smith Q, Joseph N, Yue B, Fraser C, Lam C, Figgitt E, Liu G, Tan K, You HS, Zheng H, Luo J, Sharp J, Khanna K, Simiona L, Luo M, Ratnayake M, Wong P, Luu R, Paul R, Nair S, Asadyari-Lupo S, Hung W, Ying G, Ho J, Wu A, Walsh E, Lee J, Liu J, Yao S, Nosseir O, Dang J, Young S, Zyul'korneeva S, Boyd T, Ho J, Wu A, Yao S, Kirfi AM, Ningi AB, Garba MA, Salihu MB, Ukwuoma OE, Ibrahim A, Sajo IM, Aminu MB, Usman LH, Lanre ON, Shuaibu IS, Yusuf S, Ismail T, Umar GI, Adeyeye A, Afeikhena E, Nnaji FC, Agu JO, Maxwell TP, Motajo OO, Ifoto O, Okon SAI, Makama JG, Mohammed-Durosinlorun AA, Aminu B, Onwuhafua PI, Mohammed C, Abdulrasheed L, Adze JA, Suleiman KR, Airede LR, Taingson MC, Bature SB, Kache SA, Ogbonna UO, Fufore MB, Iya A, Ajulo AA, Mahmud A, Yahya BS, Onimisi-Yusuf F, Isaac H, Jawa T, Joseph F, Kala B, Bakari MA, Ngwan DW, umar A, Filikus AL, Wycliff D, Okunlola A, Abiola O, Adeniyi A, Adeyemo O, Awoyinka B, Babalola O, Bakare A, Buari T, Okunlola C, Adeleye G, Salawu A, Abiyere H, Ogidi A, Orewole T, Abdullahi HI, Akaba G, Achem A, Bassey AO, Ayogu E, Sulaiman B, Isah DA, Akpamgbo CN, Asudo F, Adewole N, Oguche O, Ejembi P, Sani SA, Andrew PC, Isah A, Eniola B, Songden Z, Agida T, Atim T, Mohammed TO, Raji HO, Ibiyemi F, Salawu H, Fasiku O, Solagbade RS, Shiru MM, Ibraheem GH, Oruade J, Ezeoke G, Chawla T, Aziz AB, Marium A, Waheed AA, Aamir FB, Qureshi F, Ather MH, Ali IFM, Tahir I, Akbar MG, Ukrani RD, Raja S, Virani SS, Noordin S, Rehman SU, Golani S, Aamir SR, Mufarrih SM, Waqar U, Taufiq M, Ammar AS, Ejaz A, Sarwar A, Khalid AU, Khattak S, Imran A, Khalid OB, Kaleem U, Muneer U, Kashaf Y, Zafar F, Zaheer A, Ali M, Shafaat A, Qazi A, Tariq AI, Aslam MN, Ali S, Atiq T, Wasim T, Babar D, Zain A, Ibtisam M, Ahmed U, Aqeel STB, Muhib M, Abbal MA, Khan NA, Javed I, Alkaraja L, Amro D, Manasrah G, Hammouri I, Hilail IA, Zalloum J, Alamlih L, Nasereddin M, Rajabi M, Shalalfeh S, Natsheh Z, Elessi K, Jayyab MA, Astal M, Al-Dahdouh M, Salameh AE, Ayyad A, Dawod N, Alsaid H, Matar I, Hassan M, Bakeer M, Malasah M, Abuhashem S, Salem M, Lunca S, Dimofte MG, Morarasu S, Musina AM, Roata CE, Velenciuc N, Butyrskii A, Bozhko M, Ametov A, Chowdhury S, Bagazi D, Domenech J, Rosello-Añon A, Monis A, Chiappe C, Cuneo B, Clemente-Navarro P, Febre J, Sanz-Romera J, Lopez-Vega M, Miranda I, Valverde-Vazquez R, Garcia S, Sanguesa MJ, Balciscueta Z, Ruiz E, Marco E, Talavera E, Farre J, Bacariza L, Duart M, Ureña V, Carre X, Hamid HKS, Abd-Albain MA, Galal-Eldin S, Sarih M, Adam E, Ismail S, Azhari M, Hassan T, Salaheldein M, Abdalla Z, Ahmed W, Alhassan M, Mohamed A, Suliman HMA, Eltayeb MOM, Ahmed RAA, Babekir EMA, Khairy MAT, Mukhtar MMA, Ali RAH, Al-Shambaty YBA, Yousif FI, Mohammed HMH, Osher L, Osher L, Abdelbast M, Yassin M, Moawia N, Abdalsadeg R, Husein A, Elhassan B, Abdelbagi AY, Adam MA, Ali EM, Mohammed IAB, Mohamed M, Abdulaziz M, Akasha M, Hassan M, Hilal N, Mohamed NAA, Abubaker N, Mohammed O, Mohamed S, Osman W, Mustafa F, Salih AA, Ali D, Almakki DMA, Mohamed HE, Elmubark A, Hassan M, Alnour A, Elaagib A, Abdelrahman A, Abdelkhalig M, Eldaim KN, Babiker A, Ahmed E, Ali M, Hussain E, Wedatalla M, Ahmed A, Hamza AA, Mohammed M, Osman O, Ibrahim R, Ahmed R, Ahmed R, Yasir R, Awadallah S, Mohmmed S, Hassan S, Shaban W, Hussein A, Rafea R, Abdalla A, Ahmed A, Mohamed K, Mohammed M, Altahir M, Adam M, Mohamed O, Abdullah W, Fadlalmola H, Abdalla AY, Omer AA, Mustafa AA, Elhadi REH, Banaga EEA, Osman F, Abdalla MGA, Taha HAM, Abdalmahmoud NE, Nafie RH, Jamal S, Ahmed S, Ali RA, Aladna A, Aljoumaa A, Nawfal H, Jamali S, Khouja F, Niazi A, Al Rawashdeh T, Kechiche N, Gara M, Nasr M, Baccar M, Benamor O, Chakroun S, Sanli AN, Yildiz A, Demirkiran MA, Atadag YB, Tandogan YI, Ozkan E, Ozer Y, Ozkan E, Oncel MM, Kalkan S, Gover T, Manoglu B, Oksak I, Kurt I, Rifaioglu K, Sokmen S, Bisgin T, Yildirim Y, Keskin AY, Dogan T, Sahin Bİ, Aydin C, Benek DE, Tiras HN, Arslangilay M, Aslangilay M, Yaytokgil M, Capar MA, Yazgan Y, Bektas S, Alagoz AC, Dagsali AE, Izgis A, Uzel K, Soytas M, Cakir N, Askin AE, Azboy I, Sabuncu K, Aslan M, Sahin M, Oncel M, Okkabaz N, Sivrikaya RK, Saylar A, Saylar A, Yasar M, Erginoz E, Bozkir HO, Zengin K, Ozcelik MF, Uludag SS, Ozdemir Z, Sibic O, Telci H, Bozkurt MA, Kara Y, Tepe MD, Gündoğdu A, Akın B, Pehlivan D, Guner A, Baysallar D, Yıldız B, Cepe H, Reis ME, Yuzgec AN, Kıralı N, Kodalak TA, Ulusahin M, Selim K, Kale A, Gecici ME, Ozbilen M, Düzyol Z, Gemici A, Korkmaz E, Şen E, Taşcı ME, Camkıran E, Elieyioğlu G, Kayabaş İ, Uprak TK, Aral C, Saraçoğlu A, Uğurlu MÜ, Baltacı ZH, Akkaya EN, Fergar C, Tabak EZ, Kocyigit GZ, Kayilioglu I, Polat S, Çolak E, Kara ME, Candan M, Uyanık MS, Sarı AC, Ulkucu A, Certel AT, Dindar A, Durdu B, Bayram C, Kaya E, Akdere H, Cakcak IE, Yavuz I, Omur M, Ajredini M, Aydoğdu EO, Şenödeyici E, Koksoy UC, Kazbek BK, Korkmaz DS, Yavuz D, Yilmaz H, Cetınkaya ZS, Durmus E, Tuzuner F, Hokelekli F, Mutlu M, Akbuz SO, Kus ZC, Kus ZC, Farrell M, Craig-Lucas A, Painter M, Titan A, Narayan A, Fariyike B, Knowlton L, Yue T, Benham E, Nimeri A, Werenski H, Kaiser N, Reinke C. Impact of opioid-free analgesia on pain severity and patient satisfaction after discharge from surgery: multispecialty, prospective cohort study in 25 countries. Br J Surg 2024; 111:znad421. [PMID: 38207169 PMCID: PMC10783642 DOI: 10.1093/bjs/znad421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2023] [Revised: 11/29/2023] [Accepted: 12/05/2023] [Indexed: 01/13/2024]
Abstract
BACKGROUND Balancing opioid stewardship and the need for adequate analgesia following discharge after surgery is challenging. This study aimed to compare the outcomes for patients discharged with opioid versus opioid-free analgesia after common surgical procedures. METHODS This international, multicentre, prospective cohort study collected data from patients undergoing common acute and elective general surgical, urological, gynaecological, and orthopaedic procedures. The primary outcomes were patient-reported time in severe pain measured on a numerical analogue scale from 0 to 100% and patient-reported satisfaction with pain relief during the first week following discharge. Data were collected by in-hospital chart review and patient telephone interview 1 week after discharge. RESULTS The study recruited 4273 patients from 144 centres in 25 countries; 1311 patients (30.7%) were prescribed opioid analgesia at discharge. Patients reported being in severe pain for 10 (i.q.r. 1-30)% of the first week after discharge and rated satisfaction with analgesia as 90 (i.q.r. 80-100) of 100. After adjustment for confounders, opioid analgesia on discharge was independently associated with increased pain severity (risk ratio 1.52, 95% c.i. 1.31 to 1.76; P < 0.001) and re-presentation to healthcare providers owing to side-effects of medication (OR 2.38, 95% c.i. 1.36 to 4.17; P = 0.004), but not with satisfaction with analgesia (β coefficient 0.92, 95% c.i. -1.52 to 3.36; P = 0.468) compared with opioid-free analgesia. Although opioid prescribing varied greatly between high-income and low- and middle-income countries, patient-reported outcomes did not. CONCLUSION Opioid analgesia prescription on surgical discharge is associated with a higher risk of re-presentation owing to side-effects of medication and increased patient-reported pain, but not with changes in patient-reported satisfaction. Opioid-free discharge analgesia should be adopted routinely.
Collapse
|
27
|
Zallar L, Rivera-Irizarry J, Hamor P, Pigulevskiy I, Liu D, Welday J, Rico Rozo A, Bender R, Asfouri J, Levine O, Skelly M, Hadley C, Fecteau K, Mehanna H, Nelson S, Miller J, Ghazal P, Bellotti P, Singh A, Hollmer L, Erikson D, Geri J, Pleil K. Rapid nongenomic estrogen signaling controls alcohol drinking behavior. bioRxiv 2024:2023.11.02.565358. [PMID: 37961707 PMCID: PMC10635092 DOI: 10.1101/2023.11.02.565358] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
The sex steroid hormone estrogen is a key modulator of numerous physiological processes and adaptive behaviors, but it may also be co-opted to drive maladaptive behaviors. While many behavioral roles for estrogen signaling have been shown to occur through canonical genomic signaling mechanisms via nuclear receptors, estrogen can also act in a neurotransmitter-like fashion at membrane-associated estrogen receptors to rapidly regulate neuronal function. Early alcohol drinking confers greater risk for alcohol use disorder in women than men, and binge alcohol drinking is correlated with high circulating estrogen but a causal role for estrogen in alcohol drinking has not been established. Here, we demonstrate that gonadally intact female mice consume more alcohol and display an anxiolytic phenotype when they have elevated levels of ovarian-derived estrogen across the estrous cycle. We found that rapid, nongenomic estrogen signaling at membrane-associated estrogen receptor alpha in the bed nucleus of the stria terminalis (BNST) is necessary and sufficient for the pro-alcohol drinking effects of ovarian estrogen signaling, regardless of the transcriptional program of a high ovarian estrogen state. We further show that a population of corticotropin-releasing factor (CRF) BNST neurons (BNSTCRF) is a critical mediator of these effects, as high estrogen rapidly enhances synaptic excitation of BNSTCRF neurons and promotes their role in driving binge alcohol drinking. These findings show a causal role for endogenous, ovarian-derived estrogen in hormonal modulation of risky alcohol consumption and provide the first demonstration of a purely rapid, nongenomic signaling mechanism of ovarian estrogen in the brain controlling behavior in gonadally intact females.
Collapse
Affiliation(s)
- L.J. Zallar
- Pharmacology Graduate Program, Weill Cornell Graduate School of Medical Sciences, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - J.K. Rivera-Irizarry
- Neuroscience Graduate Program, Weill Cornell Graduate School of Medical Sciences, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - P.U. Hamor
- Department of Pharmacology, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - I. Pigulevskiy
- Pharmacology Graduate Program, Weill Cornell Graduate School of Medical Sciences, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - D. Liu
- Department of Pharmacology, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - J.P. Welday
- Neuroscience Graduate Program, Weill Cornell Graduate School of Medical Sciences, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - A.S. Rico Rozo
- Department of Pharmacology, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - R. Bender
- Department of Pharmacology, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - J. Asfouri
- Department of Pharmacology, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - O.B. Levine
- Neuroscience Graduate Program, Weill Cornell Graduate School of Medical Sciences, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - M.J. Skelly
- Department of Pharmacology, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - C.K. Hadley
- Weill Cornell/Rockefeller/Sloan Kettering Tri-institutional MD-PhD Program, New York, NY 10065, USA
| | - K.M. Fecteau
- Endocrine Technologies Core, Oregon National Primate Research Center, Beaverton, OR, USA
| | - H. Mehanna
- Department of Pharmacology, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - S. Nelson
- Department of Pharmacology, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - J. Miller
- Department of Pharmacology, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - P. Ghazal
- Department of Pharmacology, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - P. Bellotti
- Department of Pharmacology, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - A. Singh
- Neuroscience Graduate Program, Weill Cornell Graduate School of Medical Sciences, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - L.V. Hollmer
- Pharmacology Graduate Program, Weill Cornell Graduate School of Medical Sciences, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - D.W. Erikson
- Endocrine Technologies Core, Oregon National Primate Research Center, Beaverton, OR, USA
| | - J. Geri
- Department of Pharmacology, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - K.E. Pleil
- Pharmacology Graduate Program, Weill Cornell Graduate School of Medical Sciences, Weill Cornell Medicine, Cornell University, New York, NY, USA
- Neuroscience Graduate Program, Weill Cornell Graduate School of Medical Sciences, Weill Cornell Medicine, Cornell University, New York, NY, USA
- Department of Pharmacology, Weill Cornell Medicine, Cornell University, New York, NY, USA
| |
Collapse
|
28
|
Singh A, Gupta S, Gupta V. Pigment migration into the glaucomatous optic cup after blunt trauma. J Fr Ophtalmol 2024; 47:103939. [PMID: 37730498 DOI: 10.1016/j.jfo.2023.05.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Accepted: 05/18/2023] [Indexed: 09/22/2023]
Affiliation(s)
- A Singh
- Dr. Rajendra Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences (AIIMS), New Delhi 110029, India.
| | - S Gupta
- Dr. Rajendra Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences (AIIMS), New Delhi 110029, India
| | - V Gupta
- Dr. Rajendra Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences (AIIMS), New Delhi 110029, India
| |
Collapse
|
29
|
Singh A, Panigrahi A, Gupta V, Gupta S. Vitiligo iridis in primary congenital glaucoma. J Fr Ophtalmol 2024; 47:103960. [PMID: 37777421 DOI: 10.1016/j.jfo.2023.07.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 07/28/2023] [Indexed: 10/02/2023]
Affiliation(s)
- A Singh
- Dr Rajendra Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences (AIIMS), Sri Aurobindo Marg, Ansari Nagar East, New Delhi 110029, India.
| | - A Panigrahi
- Dr Rajendra Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences (AIIMS), Sri Aurobindo Marg, Ansari Nagar East, New Delhi 110029, India
| | - V Gupta
- Dr Rajendra Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences (AIIMS), Sri Aurobindo Marg, Ansari Nagar East, New Delhi 110029, India
| | - S Gupta
- Dr Rajendra Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences (AIIMS), Sri Aurobindo Marg, Ansari Nagar East, New Delhi 110029, India
| |
Collapse
|
30
|
Jackson GR, Singh A. Novel Approaches to Sleep Apnea in Heart Failure. Heart Fail Clin 2024; 20:29-38. [PMID: 37953019 DOI: 10.1016/j.hfc.2023.05.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2023]
Abstract
Sleep apnea is a serious comorbid condition affecting patients with heart failure. Present in 50% to 75% of heart failure patients, it is often underrecognized, underdiagnosed, and undertreated. Patients with sleep apnea and heart failure are at increased risk of adverse cardiovascular events and sudden death. Treatment of sleep apnea has shown mixed results in reduction of adverse outcomes by sleep apnea type and intervention strategy. Evolving home-based technologies and device therapies present an exciting frontier for patients with sleep apnea and heart failure and an opportunity to improve outcomes. This article reviews novel approaches to sleep apnea in heart failure.
Collapse
Affiliation(s)
- Gregory R Jackson
- Medical University of South Carolina, Ralph H. Johnson Veterans Affairs Medical Center, Thurmond Gazes Building, 30 Courtenay Drive, BM206, MSC592, Charleston, SC 29425, USA.
| | - Abhinav Singh
- Indiana Sleep Center, Marian University College of Osteopathic Medicine, 701 East County Line Road Suite 207, Greenwood, IN 46143, USA
| |
Collapse
|
31
|
Kumar A, Ponmani S, Sharma GK, Sangavi P, Chaturvedi AK, Singh A, Malyan SK, Kumar A, Khan SA, Shabnam AA, Jigyasu DK, Gull A. Plummeting toxic contaminates from water through phycoremediation: Mechanism, influencing factors and future outlook to enhance the capacity of living and non-living algae. Environ Res 2023; 239:117381. [PMID: 37832769 DOI: 10.1016/j.envres.2023.117381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 09/25/2023] [Accepted: 10/10/2023] [Indexed: 10/15/2023]
Abstract
Freshwater habitats hold a unique role in the survival of all living organisms and supply water for drinking, irrigation, and life support activities. In recent decades, due to anthropogenic activities, deterioration in the water quality has been a long-lasting problem and challenge to the scientific fraternity. Although, these freshwater bodies have a bearable intrinsic capacity for pollution load however alarming increase in pollution limits the intrinsic capacities and requires additional technological interventions. The release of secondary pollutants from conventional interventions further needs revisiting the existing methodologies and asking for green interventions. Green interventions such as phycoremediation are natural, eco-friendly, economic, and energy-efficient alternatives and provide additional benefits such as nutrient recovery, biofuel production, and valuable secondary metabolites from polluted freshwater bodies. This systemic review in a nut-shell comprises the recent research insights on phycoremediation, technological implications, and influencing factors, and further discusses the associated mechanisms of metal ions biosorption by living and non-living algae, its advantages, and limitations. Besides, the article explores the possibility of future research prospects for applicability at a field scale that will help in the efficient utilization of resources, and improved ecological and health risks.
Collapse
Affiliation(s)
- A Kumar
- School of Hydrology and Water Resources, Nanjing University of Information Science and Technology, Nanjing, 210044, China.
| | - S Ponmani
- Mother Terasa College of Agriculture, Tamil Nadu Agricultural University, Pudukkottai, 622 201, TN, India; Electrodics and Electrocatalysis Division, CSIR-Central Electrochemical Research Institute, Karaikudi, 630003, TN, India.
| | - G K Sharma
- ICAR-Indian Institute of Soil and Water Conservation, Research Centre, Dadwara Kota, 324002, Rajasthan, India.
| | - P Sangavi
- Mother Terasa College of Agriculture, Tamil Nadu Agricultural University, Pudukkottai, 622 201, TN, India; Electrodics and Electrocatalysis Division, CSIR-Central Electrochemical Research Institute, Karaikudi, 630003, TN, India.
| | - A K Chaturvedi
- Land and Water Management Research Group, Centre for Water Resources Development and Management, Kozhikode, Kerala, India.
| | - A Singh
- Department of Sustainable Energy Engineering, Indian Institute of Technology Kanpur, Kanpur, 208016, India.
| | - S K Malyan
- Department of Environmental Studies, Dyal Singh Evening College, University of Delhi, New Delhi, 110003, India.
| | - A Kumar
- Central Muga Eri Research and Training Institute, Central Silk Board, Jorhat, 785000, India; Central Sericultural Research and Training Institute, Central Silk Board, Mysore, Karnataka, 570008, India.
| | - S A Khan
- Division of Environmental Science, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India.
| | - Aftab A Shabnam
- Central Muga Eri Research and Training Institute, Central Silk Board, Jorhat, 785000, India.
| | - D K Jigyasu
- Central Muga Eri Research and Training Institute, Central Silk Board, Jorhat, 785000, India.
| | - A Gull
- Central Sericultural Research and Training Institute, Central Silk Board, Mysore, Karnataka, 570008, India.
| |
Collapse
|
32
|
Shakti P, Singh A, Purohit BM, Purohit A, Taneja S. Effect of premature loss of primary teeth on prevalence of malocclusion in permanent dentition: A systematic review and meta-analysis. Int Orthod 2023; 21:100816. [PMID: 37832339 DOI: 10.1016/j.ortho.2023.100816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 09/16/2023] [Accepted: 09/17/2023] [Indexed: 10/15/2023]
Abstract
OBJECTIVE This systematic review and meta-analysis aimed to assess the effect of premature loss of primary teeth in children of mixed dentition age on the prevalence of malocclusion in permanent dentition. MATERIAL AND METHODS A search was conducted in Medline through PubMed, Cochrane databases, Google Scholar, and Directory of Open Access Journals (DOAJ) through March 2023. All observational studies that evaluated the association between premature loss of primary teeth and malocclusion in permanent dentition were included for analysis. Quality of studies was evaluated using the Newcastle-Ottawa tool. Meta-analysis was conducted using Cochrane Review Manager (RevMan) Version 5.3. The association between different categories of malocclusion and premature loss of primary teeth was assessed using a random-effects model. Heterogeneity was explored through sensitivity analysis. Certainty of evidence was evaluated using GRADE analysis. RESULTS This meta-analysis showed that the premature loss of primary teeth significantly increases the prevalence of overall malocclusion in permanent dentition (OR=2.54, P=0.003; I2: 83%). Subgroup analysis showed an insignificant relationship of premature loss of primary teeth with Class I malocclusion (OR=1.14, P=0.45; I2: 63%) and Class II malocclusion (OR=1.63, P=0.18; I2: 87%) but statistically significant relationship with Class III malocclusion (OR=3.73, P=0.006; I2: 71%). Sensitivity analysis reflected a significant reduction in I2 values. CONCLUSION This meta-analysis provides substantial evidence supporting the relationship between premature loss of primary teeth and malocclusion in permanent dentition. Notably, Class III malocclusions exhibited a significant association with premature loss of primary teeth.
Collapse
Affiliation(s)
- Prateek Shakti
- Department of Plastic Surgery, MLB Medical College, Jhansi, India
| | - Abhinav Singh
- Department of Dentistry, Regional Training Centre for Oral Health Promotion, All India Institute of Medical Sciences, Bhopal, India.
| | - Bharathi M Purohit
- Division of Public Health Dentistry, Centre for Dental Education and Research, All India Institute of Medical Sciences (AIIMS), New Delhi, India.
| | - Abhishek Purohit
- Scientist D, ICMR-Advanced Centre for Evidence Based Child Health, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Saumya Taneja
- Indraprastha Dental College and Hospital, Ghaziabad, India
| |
Collapse
|
33
|
Giri S, Singh A, Kolhe K, Kale A, Shukla A. Reply: Portal vein thrombosis in cirrhosis: exploring the uncharted waters. J Gastroenterol Hepatol 2023; 38:2254. [PMID: 37804045 DOI: 10.1111/jgh.16378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Accepted: 09/25/2023] [Indexed: 10/08/2023]
Affiliation(s)
- S Giri
- Department of Gastroenterology, Nizam's Institute of Medical Sciences, Hyderabad, India
| | - A Singh
- Department of Gastroenterology, Seth GS Medical College and KEM Hospital, Mumbai, India
| | - K Kolhe
- Department of Gastroenterology, Narayana Hospital, Nanded, India
| | - A Kale
- Department of Gastroenterology, Seth GS Medical College and KEM Hospital, Mumbai, India
| | - A Shukla
- Department of Gastroenterology, Seth GS Medical College and KEM Hospital, Mumbai, India
| |
Collapse
|
34
|
Singh A, Sathe N, Rani K, Das S, Patel J D, Jyothi R R. IMPACT OF MOTHER'S HYPOTHYROIDISM ON FETAL DEVELOPMENT AND OUTCOMES: A SYSTEMATIC REVIEW. Georgian Med News 2023:32-36. [PMID: 38325294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 02/09/2024]
Abstract
The thyroid, a gland with a butterfly-like shape in the base of the human neck, plays an important role in metabolism. Body heat, energy levels, weight, hair, fingernail, and regular menstruation cycles are controlled by three hormones produced by the thyroid. A system of feedback regulates the release of those hormones. Overproduction as well as underproduction of thyroid hormones can result from shifts in the stimulation and regulation of those hormones. These factors can have physiological or pathological origins. Pregnancy is a physiological factor. There is a plethora of physiological and psychological shifts that occur during pregnancy. A thyroid alteration in the mother is one example. Thyroid irregularities result from a failure to adjust to new circumstances. Thyroid hormone levels can drop, or manufacturing could be slowed during pregnancy due to variations in hormone concentration. Hypothyroidism describes this disorder. Hypothyroidism in women who are pregnant is either gestational or could be a disorder that is present before pregnancy. Gestational hypothyroidism cures itself throughout postpartum times, though it can stay as subclinical hyperthyroidism for some time after delivery. They pose a serious risk to development, stunt the growth of the unborn child and lead to defects in subsequent generations. Enhanced thyroid binding globulin levels, enhanced iodine clearance by the kidneys, modified effects of the human reproductive hormone and reduced dietary consumption of iodine lead to these alterations in the gland. Cretinism and mental disorders are among the serious health problems related to an iodine imbalance in maternal hypothyroidism. The growth of the brain, nervous system and Intelligence of an unborn child depends on thyroid hormones. As a result, normal early stages of development suffer due to changes in maternal hormone levels.
Collapse
Affiliation(s)
- A Singh
- 1School of Pharmacy & Research, Dev Bhoomi Uttarakhand University, Dehradun, India
| | - N Sathe
- 2Department of Pharmacy, Vivekananda Global University, Jaipur, India
| | - K Rani
- 3Department of Obst. & Gynae., Teerthanker Mahaveer University, Moradabad, Uttar Pradesh, India
| | - S Das
- 4Department of Pharmacy, Noida Institute of Engineering and Technology (Pharmacy Institute), Uttar Pradesh, India
| | - D Patel J
- 5Department of Pharmacology, Parul University, PO Limda, Tal. Waghodia, District Vadodara, Gujarat, India
| | - R Jyothi R
- 6Department of Life Sciences, School of Sciences, JAIN (Deemed-to-be University), Karnataka, India
| |
Collapse
|
35
|
Patel J D, Asha K, Singh A, Vats S, Gupta P, Monika . A LONGITUDINAL STUDY OF CHILDHOOD SEPARATION ANXIETY DISORDER AND ITS IMPLICATIONS FOR ADOLESCENT PSYCHOPATHOLOGY. Georgian Med News 2023:105-111. [PMID: 38325307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 02/09/2024]
Abstract
A prevalent psychiatric disorder called Child Separation Anxiety Disorder (SAD) is characterized by extreme discomfort when a child gets separated from their primary carers. While SAD's quick consequences on kids are well-researched, its long-term implications for teenage psychopathology have received less attention. This longitudinal study aims to ascertain the connection between child SAD and future psychopathological consequences in adolescents. 500 adolescents were chosen as part of the adolescent depression project, and at the age of 17, we retrospectively evaluated past and present mental disorders. At ages 25 and 32, they conducted diagnostic evaluations of these people during adolescence while they continued to monitor them. Based on childhood/adolescent assessments, the participants were split into different groups: SAD (n=34), other forms of Anxiety (n=76), a control group with combined psychiatric conditions (n=205), and mentally sound control group (n=185). Statistics were evaluated by hierarchical multiple logistic regression after various illnesses and pertinent demographic variables were considered. It implies that SAD has a high risk (80.2%) of being a significant risk indicator for the emergence of mental illnesses in young adults. This study highlights the importance of early SAD management and therapy and the possible advantages of treating SAD in lowering the likelihood of developing other mental health problems in adolescence. It also emphasizes the value of continuous studies to comprehend these connections and enhance the effects on SAD sufferers' psychological well-being.
Collapse
Affiliation(s)
- D Patel J
- 1Department of Pharmacology, Parul University, PO Limda, Tal. Waghodia, District Vadodara, Gujarat, India
| | - K Asha
- 2Department of Life Sciences, School of Sciences, JAIN (Deemed-to-be University), Karnataka, India
| | - A Singh
- 3School of Pharmacy & Research, Dev Bhoomi Uttarakhand University, Dehradun, India
| | - S Vats
- 4Department of Allied Healthcare and Sciences, Vivekananda Global University, Jaipur, India
| | - P Gupta
- 5Department of psychiatry, TMMC&RC, Teerthanker Mahaveer University, Moradabad, Uttar Pradesh, India
| | - - Monika
- 6Department of Pharmacy, Noida Institute of Engineering and Technology (Pharmacy Institute), Uttar Pradesh, India
| |
Collapse
|
36
|
Khatri H, Pathak R, Yadav R, Patel K, Jyothi R R, Singh A. DENTAL CAVITIES IN PEOPLE WITH TYPE 2 DIABETES MELLITUS: AN ANALYSIS OF RISK INDICATORS. Georgian Med News 2023:140-145. [PMID: 38325313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 02/09/2024]
Abstract
Diabetes is associated with a greater number of dental cavities. It is unclear, therefore, how potential risk factors such as salivary glucose, glycemic control and blood sugar could impact the onset of dental caries between people that have type 2 diabetes (T2D). Aim of the study - analyzing the risk factors for oral cavity disease in T2D patients. We analyzed the patient data including their dietary habits, dental hygiene practices, age and control of glycemic. The Indian dataset was used. Individual patient observations include the patient's diabetes classification as a range of medical attributes such as age, pregnancy, pedigree, glucose, body mass index, skin, blood pressure and insulin. The research discovered a significant correlation between poorly managed glycemic levels and dental caries are more prevalent in people with T2DM. High sugar consumption and poor oral hygiene habits have been identified as risk factors. These results highlight the need for integrating diabetes treatment measures with dental care to reduce dental caries in this susceptible group. Utilizing dental cavities into account improves oral health and has a positive impact on health outcomes for those with type 2 diabetes.
Collapse
Affiliation(s)
- H Khatri
- 1Department of Pharmacy, Vivekananda Global University, Jaipur, India
| | - R Pathak
- 2Department of Periodontology, TMDC&RC, Teerthanker Mahaveer University, Moradabad, Uttar Pradesh, India
| | - R Yadav
- 3Department of Pharmacy, Noida Institute of Engineering and Technology (Pharmacy Institute), Uttar Pradesh, India
| | - K Patel
- 4Department of Gynaecology, Parul University, PO Limda, Tal. Waghodia, District Vadodara, Gujarat, India
| | - R Jyothi R
- 5Department of Life Sciences, School of Sciences, JAIN (Deemed-to-be University), Karnataka, India
| | - A Singh
- 6School of Pharmacy & Research, Dev Bhoomi Uttarakhand University, Dehradun, India
| |
Collapse
|
37
|
Prabhakar A, Kapse V, Patel M G, Sharma U, Singh A, Kumar A. EMERGING NATIONS' LEARNING SYSTEMS AND THE COVID-19 PANDEMIC: AN ANALYSIS. Georgian Med News 2023:122-127. [PMID: 38325310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 02/09/2024]
Abstract
National learning systems improve training and proficiency. In order to support education during the COVID-19 epidemic, the rate of online and remote learning accelerated. Since there were some available technologies, strong, flexible educational infrastructures were required to accommodate a range of student demands. Digital resources and inclusive education need government investment. This study highlights the vital role that adaptable educational frameworks play in lessening the effects of the crisis and fostering resilience in the face of uncertainty by examining the complex relationship between the COVID-19 pandemic and the creation of national education methodologies. This study offers a detailed analysis of the intricacy, challenges, and opportunities that have emerged in this significant field by investigating the ways in which the COVID-19 pandemic has affected educational institutions in developing countries. Twenty selected, peer-reviewed scientific journal articles from 2019 to 2023 were included in the research after a comprehensive search of relevant literature. Taking into consideration the viewpoints of parents, children, teachers, and administrators, this extensive and professionally handled research study provides a critical and nuanced examination of many consequences of the COVID-19 epidemic on the educational system. By using a comprehensive analysis of 25 academic articles, it achieves this. A broad number of useful tools and tactics are highlighted in this research, which offers an in-depth analysis of the intricate area of information and computational model deployment. Employing analysis of variance (ANOVA) as a robust statistical method, this analysis uncovers and scrutinizes the complex dynamics at play with the educational systems of developing nations amidst the unprecedented challenges brought by the global COVID-19 crisis. The COVID-19 epidemic has spurred rising countries to rethink and improve their education institutions, accelerating technology-driven education. The epidemic has underlined the need for inclusive and resilient learning infrastructures that respond to emergencies despite the digital device and access inequities.
Collapse
Affiliation(s)
- A Prabhakar
- 1Department of General Medicine, TMMC&RC, Teerthanker Mahaveer University, Moradabad, Uttar Pradesh, India
| | - V Kapse
- 2Department of Electronics and Communication Engineering, Noida Institute of Engineering and Technology, Greater Noida, Uttar Pradesh, India
| | - G Patel M
- 3Department of Community Medicine, Parul University, PO Limda, Tal. Waghodia, District Vadodara, Gujarat, India
| | - U Sharma
- 4Department of Life Sciences, School of Sciences, JAIN (Deemed-to-be University), Karnataka, India
| | - A Singh
- 5School of Pharmacy & Research, Dev Bhoomi Uttarakhand University, Dehradun, India
| | - A Kumar
- 6Department of Pharmacy, Vivekananda Global University, Jaipur, India
| |
Collapse
|
38
|
D'Anna L, Romoli M, Foschi M, Abu-Rumeileh S, Dolkar T, Vittay O, Dixon L, Bentley P, Brown Z, Hall C, Jamil S, Jenkins H, Kwan J, La Cava R, Patel M, Rane N, Roi D, Singh A, Venter M, Halse O, Malik A, Kalladka D, Banerjee S, Lobotesis K. Outcomes of mechanical thrombectomy in orally anticoagulated patients with anterior circulation large vessel occlusion: a propensity-matched analysis of the Imperial College Thrombectomy Registry. J Neurol 2023; 270:5827-5834. [PMID: 37596423 PMCID: PMC10632297 DOI: 10.1007/s00415-023-11926-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 07/06/2023] [Accepted: 08/07/2023] [Indexed: 08/20/2023]
Abstract
BACKGROUND Mechanical thrombectomy (MT) remains an effective treatment for patients with acute ischemic stroke receiving oral anticoagulation (OAC) and large vessel occlusion (LVO). However, to date, it remains unclear whether MT is safe in patients on treatment with OAC. AIMS In our study, we performed a propensity-matched analysis to investigate the safety and efficacy of MT in patients with acute ischemic stroke receiving anticoagulants. A propensity score method was used to target the causal inference of the observational study design. METHODS This observational, prospective, single-centre study included consecutive patients with acute LVO ischemic stroke of the anterior circulation. Demographic, neuro-imaging and clinical data were collected and compared according to the anticoagulation status at baseline, patients on OAC vs those not on OAC. The primary study outcomes were the occurrence of any intracerebral haemorrhage (ICH) and symptomatic ICH. The secondary study outcomes were functional independence at 90 days after stroke (defined as modified Rankin Scale (mRS) scores of 0 through 2), mortality at 3 months and successful reperfusion rate according to the modified treatment in cerebral infarction (mTICI) score. RESULTS Overall, our cohort included 573 patients with acute ischemic stroke and LVO treated with MT. After propensity score matching, 495 patients were matched (99 OAC group vs 396 no OAC group). There were no differences in terms of clinical characteristics between the two groups, except for the rate of intravenous thrombolysis less frequently given in the OAC group. There was no significant difference in terms of the rate of any ICH and symptomatic ICH between the two groups. With regards to the secondary study outcome, there was no significant difference in terms of the rate of successful recanalization post-procedure and functional independence at 3 months between the two groups. Patients in the OAC group showed a reduced mortality rate at 90 days compared to the patients with no previous use of anticoagulation (20.2% vs 21.2%, p = 0.031). Logistic regression analysis did not reveal a statistically significant influence of the anticoagulation status on the likelihood of any ICH (OR = 0.95, 95% CI = 0.46-1.97, p = 0.900) and symptomatic ICH (OR = 4.87, 95% CI = 0.64-37.1, p = 0.127). Our analysis showed also that pre-admission anticoagulant use was not associated with functional independence at 90 days after stroke (OR = 0.76, 95% CI = 0.39-1.48, p = 0.422) and rate of successful reperfusion (OR = 0.81, 95% CI = 0.38-1.72, p = 0.582). CONCLUSION According to our findings anticoagulation status at baseline did not raise any suggestion of safety and efficacy concerns when MT treatment is provided according to the standard guidelines. Confirmation of these results in larger controlled prospective cohorts is necessary.
Collapse
Affiliation(s)
- Lucio D'Anna
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK.
- Department of Brain Sciences, Imperial College London, London, UK.
| | - Michele Romoli
- Neurology and Stroke Unit, Department of Neuroscience, Bufalini Hospital, AUSL Romagna, Cesena, Italy
| | - Matteo Foschi
- Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
| | - Samir Abu-Rumeileh
- Department of Neurology, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany
| | - Tsering Dolkar
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK
| | - Orsolya Vittay
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK
| | - Luke Dixon
- Neuroradiology, Department of Imaging, Charing Cross Hospital, Imperial College London, NHS Healthcare Trust, London, UK
| | - Paul Bentley
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK
| | - Zoe Brown
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK
| | - Charles Hall
- Neuroradiology, Department of Imaging, Charing Cross Hospital, Imperial College London, NHS Healthcare Trust, London, UK
| | - Sohaa Jamil
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK
| | - Harri Jenkins
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK
| | - Joseph Kwan
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK
| | - Roberta La Cava
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK
| | - Maneesh Patel
- Neuroradiology, Department of Imaging, Charing Cross Hospital, Imperial College London, NHS Healthcare Trust, London, UK
| | - Neil Rane
- Neuroradiology, Department of Imaging, Charing Cross Hospital, Imperial College London, NHS Healthcare Trust, London, UK
| | - Dylan Roi
- Neuroradiology, Department of Imaging, Charing Cross Hospital, Imperial College London, NHS Healthcare Trust, London, UK
| | - Abhinav Singh
- Neuroradiology, Department of Imaging, Charing Cross Hospital, Imperial College London, NHS Healthcare Trust, London, UK
| | - Marius Venter
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK
| | - Omid Halse
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK
| | - Abid Malik
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK
| | - Dheeraj Kalladka
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK
| | - Soma Banerjee
- Department of Stroke and Neuroscience, Charing Cross Hospital, Imperial College London NHS Healthcare Trust, London, UK
- Department of Brain Sciences, Imperial College London, London, UK
| | - Kyriakos Lobotesis
- Neuroradiology, Department of Imaging, Charing Cross Hospital, Imperial College London, NHS Healthcare Trust, London, UK
| |
Collapse
|
39
|
Singh A, Sharma P, Singh A, Agarwal C, Patel M G, Ganapathy K. RELEVANCE FOR DIAGNOSIS, THERAPY, AND STRATEGIES OF GUT MICROBES DYSBIOSIS IN CHRONIC KIDNEY DISEASE: A SYSTEMATIC REVIEW. Georgian Med News 2023:57-63. [PMID: 38236100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 01/19/2024]
Abstract
Dysbiosis and weakened gastrointestinal barrier function have been identified as potential regulators of Chronic Kidney Disease (CKD). The complex connection among gut micro biota and CKD is provided in this study, with particular attention to how inflammation contributes to the CKD path physiology. It establishes the inverse association between CKD and gut microbial dysbiosis by exploring the collision of CKD about the organization and capabilities of the gut micro biota. The possibility of new diagnostic tools in measuring the dynamic changes within the gut microbial ecology illustrates the importance of accurately diagnosing gut micro biota abnormalities in CKD. Additionally, the study explores the targeted medicines that focus on gut micro biota in CKD. Using data from both human clinical trials and rat models, the study demonstrates the variety of therapeutic approaches and their ability to limit the rate of development of CKD and its accompanying problems. The study we performed was based on the Preferred Reporting Items for Systematic reviews and Meta Analyses (PRISMA) approach. The findings show the significance of investigating the relationship between gut micro biota and CKD, paving up the possibility for new therapeutic strategies to improve the patient outcomes and quality of life. The present understanding of CKD-induced modifications to the gut micro biota and the ensuing effects on gastrointestinal health, emphasizing studies, will be highlighted in this review.
Collapse
Affiliation(s)
- A Singh
- 1School of Pharmacy & Research, Dev Bhoomi Uttarakhand University, Dehradun, India
| | - P Sharma
- 2Department of Pharmacy, Vivekananda Global University, Jaipur, India
| | - A Singh
- 3Department of General Surgery, Teerthanker Mahaveer University, Moradabad, Uttar Pradesh, India
| | - Ch Agarwal
- 4Department of Biotechnology, Noida Institute of Engineering and Technology, Greater Noida, Uttar Pradesh, India
| | - G Patel M
- 5Department of Community Medicine, Parul University, PO Limda, Tal. Waghodia, District Vadodara, Gujarat, India
| | - K Ganapathy
- 6Department of Biotechnology, School of Sciences, JAIN (Deemed-to-be University), Karnataka, India
| |
Collapse
|
40
|
Ballal S, Singh A, Jain N, Bhati H, Salahuddin , Patel J D. AN IN-DEPTH ASSESSMENT OF THE TUMOR'S IMPACT ON SARCOPENIA. Georgian Med News 2023:38-43. [PMID: 38096513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
Loss of muscle mass is a typical symptom of cancer and it is strongly correlated with poor prognosis. Cancer-related Sarcopenia is unresponsive to conventional dietary changes and exercise, in contrast to age-associated muscle atrophy. This particular type of weakness differs from different kinds of muscle loss in that it is triggered by a number of interrelated mechanisms, notably inflammatory processes, abnormal metabolic processes, proteolysis, and autophagy. This research is to examine evidence supporting the theory that tumors have a causal role in causing muscular atrophy. It seeks to investigate the precise regulators that the tumour generates and how they affect the processes that result in muscle waste. The evaluation looks for new directions for further studies and medical treatments. The analysis is based on a thorough examination of the scientific literature and research that shows how tumor and muscle atrophy are related. It concentrates on studies that clarify the numerous strategies by which malignancies cause the loss of muscle. This article highlights particular mechanisms by which these tumor-derived substances affect the development of muscle loss, including inflammatory processes, metabolic disturbance, proteolysis, and autophagy. The discovery of such targets offers hope for the creation of efficient treatment strategies that can enhance the long-term outlook and quality of life of cancer sufferers who are experiencing muscle loss.
Collapse
Affiliation(s)
- S Ballal
- 1Department of Biochemistry, School of Sciences, JAIN (Deemed-to-be University), Karnataka, India
| | - A Singh
- 2School of Pharmacy & Research, Dev Bhoomi Uttarakhand University, Dehradun, India
| | - N Jain
- 3Department of Allied Healthcare and Sciences, Vivekananda Global University, Jaipur, India
| | - H Bhati
- 4Department of General Surgery, TMMC&RC, Teerthanker Mahaveer University, Moradabad, Uttar Pradesh, India
| | - - Salahuddin
- 5Department of Pharmacy, Noida Institute of Engineering and Technology (Pharmacy Institute), Uttar Pradesh, India
| | - D Patel J
- 6Department of Pharmacology, Parul University, PO Limda, Tal. Waghodia, District Vadodara, Gujarat, India
| |
Collapse
|
41
|
Singh A, Bierrum W, Wormald J, Ramachandran M, Firth G, Eastwood D. Plate fixation versus flexible intramedullary nails for management of closed femoral shaft fractures in the pediatric population: A systematic review and meta-analysis of the adverse outcomes. J Child Orthop 2023; 17:442-452. [PMID: 37799319 PMCID: PMC10549696 DOI: 10.1177/18632521231190713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Accepted: 07/13/2023] [Indexed: 10/07/2023] Open
Abstract
Purpose Fractures of the femoral diaphysis are associated with a risk of morbidity in children. Various fixation methods have been developed, but with only limited evidence to support their use. This systematic review assesses the evidence regarding clinical outcomes of closed femoral diaphyseal fractures in children treated with plate fixation or flexible intramedullary nails. Methods A PROSPERO-registered, PRISMA-compliant systematic review and meta-analysis were conducted. MEDLINE, Embase, and Web of Science (WoS) databases were searched from inception to February 2023. Inclusion criteria included clinical studies reporting adverse outcomes following surgical treatment of pediatric closed femoral diaphyseal fractures using plate fixation and flexible intramedullary nails. The ROBINS-I and RoB 2 tools evaluated the risk of bias. Results Thirteen papers (2 prospective randomized controlled trials and 11 retrospective cohorts) reported 805 closed diaphyseal femoral fractures in 801 children (559 males, 242 females). There were 360 plate fixations and 445 flexible intramedullary nails. Two cases of osteomyelitis and one nonunion were reported. Meta-analysis showed that plate fixation had a lower risk of soft tissue infection (relative risk 0.26 (95% confidence interval 0.07-0.92)). There was no difference in the following outcomes: malunion (relative risk 0.68 (95% confidence interval 0.32-1.44)); unplanned reoperation (relative risk 0.59 (95% confidence interval 0.31-1.14)), and leg-length difference (relative risk 1.58 (95% confidence interval 0.66-3.77)). The risk of bias was high in all studies. Conclusions An analysis of 805 fractures with minimal differences in meta-analyses is considered high quality even when the quality of the evidence is low. The findings are limited by important flaws in the methodology in the published literature. Well-designed multicentre prospective studies using standardized core outcomes are required to advise treatment recommendations. Level of evidence III.
Collapse
Affiliation(s)
- Abhinav Singh
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
- Department of Orthopaedic Surgery, Imperial College NHS Healthcare Trust, London, UK
| | - William Bierrum
- Department of Acute Internal Medicine, University College London Hospital NHS Trust, London, UK
| | - Justin Wormald
- Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | | | - Gregory Firth
- Department of Orthopaedic Surgery, Barts Health NHS Trust, London, UK
| | - Deborah Eastwood
- Department of Orthopaedic Surgery, Great Ormond Street Hospital, London, UK
- University College London, London, UK
| |
Collapse
|
42
|
Kiran PVR, Waiker DK, Verma A, Saraf P, Bhardwaj B, Kumar H, Singh A, Kumar P, Singh N, Srikrishna S, Trigun SK, Shrivastava SK. Design and development of benzyl piperazine linked 5-phenyl-1,2,4-triazole-3-thione conjugates as potential agents to combat Alzheimer's disease. Bioorg Chem 2023; 139:106749. [PMID: 37517157 DOI: 10.1016/j.bioorg.2023.106749] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 07/07/2023] [Accepted: 07/21/2023] [Indexed: 08/01/2023]
Abstract
Our present work demonstrates the molecular hybridization-assisted design, synthesis, and biological evaluation of 22 benzylpiperazine-linked 1,2,4-triazole compounds (PD1-22) as AD modifying agents. All the compounds were tested for their in vitro hChEs, hBACE-1, and Aβ-aggregation inhibition properties. Among them, compound PD-08 and PD-22 demonstrated good hChE and hBACE-1 inhibition as compared to standards donepezil and rivastigmine. Both compounds displaced PI from PAS at 50 µM concentration which was comparable to donepezil and also demonstrated anti-Aβ aggregation properties in self- and AChE-induced thioflavin T assay. Both compounds have shown excellent BBB permeation via PAMPA-BBB assay and were found to be non-neurotoxic at 80 µM concentration against differentiated SH-SY5Y cell lines. Compound PD-22 demonstrated an increase in rescued eye phenotype in Aβ-phenotypic drosophila AD model and amelioration of behavioral deficits in the Aβ-induced rat model of AD. The in-silico docking studies of compound PD-22 revealed a good binding profile towards CAS and PAS residues of AChE and the catalytic dyad of the BACE-1. The 100 ns molecular dynamics simulation studies of compound PD-22 complexed with AChE and BACE-1 enzymes suggested stable ligand-protein complex throughout the simulation run. Based on our findings compound PD-22 could further be utilized as a lead to design a promising candidate for AD therapy.
Collapse
Affiliation(s)
- Pidugu Venkata Ravi Kiran
- Department of Pharmaceutical Engineering and Technology, Indian Institute of Technology-Banaras Hindu University, Varanasi 221005, India
| | - Digambar Kumar Waiker
- Department of Pharmaceutical Engineering and Technology, Indian Institute of Technology-Banaras Hindu University, Varanasi 221005, India
| | - Akash Verma
- Department of Pharmaceutical Engineering and Technology, Indian Institute of Technology-Banaras Hindu University, Varanasi 221005, India
| | - Poorvi Saraf
- Department of Pharmaceutical Engineering and Technology, Indian Institute of Technology-Banaras Hindu University, Varanasi 221005, India
| | - Bhagwati Bhardwaj
- Department of Pharmaceutical Engineering and Technology, Indian Institute of Technology-Banaras Hindu University, Varanasi 221005, India
| | - Hansal Kumar
- Department of Pharmaceutical Engineering and Technology, Indian Institute of Technology-Banaras Hindu University, Varanasi 221005, India
| | - Abhinav Singh
- Department of Pharmaceutical Engineering and Technology, Indian Institute of Technology-Banaras Hindu University, Varanasi 221005, India
| | - Pradeep Kumar
- Department of Biochemistry, Institute of Science, Banaras Hindu University, Varanasi 221005, India
| | - Namrata Singh
- Department of Zoology, Institute of Science, Banaras Hindu University, Varanasi 221005, India
| | - Saripella Srikrishna
- Department of Biochemistry, Institute of Science, Banaras Hindu University, Varanasi 221005, India
| | - Surendra Kumar Trigun
- Department of Zoology, Institute of Science, Banaras Hindu University, Varanasi 221005, India
| | - Sushant Kumar Shrivastava
- Department of Pharmaceutical Engineering and Technology, Indian Institute of Technology-Banaras Hindu University, Varanasi 221005, India.
| |
Collapse
|
43
|
Batra R, Patel J D, Asha K, Singh A, Bhardwaj S, Gupta P. EXPLORING MEDICAL STUDENTS' COMPETENCY IN UNDERSTANDING PRIMARY IMMUNODEFICIENCY DISEASES IN INDIA. Georgian Med News 2023:199-203. [PMID: 38096540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
Primary Immunodeficiency Disease (PID) represents a class of diverse illnesses marked by compromised immune system performance. For better patient outcomes, PIDs must be diagnosed and treated quickly. Medical graduates are essential to the detection and treatment of these illnesses. The purpose of this study was to evaluate medical students' knowledge about PIDs in different Indian medical colleges. To perform this analytical investigation, college students from Maharashtra-area universities were enlisted between March and April of 2023. The participants received a questionnaire from mediators from every institution. Of the 500 students in the study, 66% were between the ages of 22 and 24 and 52% were female. Their understanding ratings had an average of 16.3±6.2 and varied between 4 and 32. A set of students classified as below average (86%) and a mean/above average (14%), were separated among the students. The largest percentage of above-average knowledge was demonstrated by VI-year participants (p<0.05). This investigation emphasizes how critical it is to provide focused educational activities to improve medical students' comprehension of PIDs in India.
Collapse
Affiliation(s)
- R Batra
- 1Department of Mechanical Engineering, Noida Institute of Engineering and Technology, Greater Noida, Uttar Pradesh, India
| | - D Patel J
- 2Department of Pharmacology, Parul University, PO Limda, Tal. Waghodia, District Vadodara, Gujarat, India
| | - K Asha
- 3Department of Life Sciences, School of Sciences, JAIN (Deemed-to-be University), Karnataka, India
| | - A Singh
- 4School of Pharmacy & Research, Dev Bhoomi Uttarakhand University, Dehradun, India
| | - Sh Bhardwaj
- 5Department of Allied Healthcare and Sciences, Vivekananda Global University, Jaipur, India
| | - P Gupta
- 6Department of psychiatry, TMMC&RC, Teerthanker Mahaveer University, Moradabad, Uttar Pradesh, India
| |
Collapse
|
44
|
Panigrahi A, Singh A, Gupta V. Acquired anterior pyramidal cataract: A surgical misadventure. J Fr Ophtalmol 2023; 46:983-984. [PMID: 37100715 DOI: 10.1016/j.jfo.2023.01.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Accepted: 01/05/2023] [Indexed: 04/28/2023]
Affiliation(s)
- A Panigrahi
- Doctor Rajendra-Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences, New Delhi, India.
| | - A Singh
- Doctor Rajendra-Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences, New Delhi, India.
| | - V Gupta
- Doctor Rajendra-Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences, New Delhi, India.
| |
Collapse
|
45
|
Tiwari A, Patel M G, Borah N, Singh A, Shah S, Prabhakar A. COVID-19 SAFETY MEASURES AND THEIR EFFECTS ON GAMBLING HABITS: AN INVESTIGATIVE STUDY. Georgian Med News 2023:144-152. [PMID: 38096532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
This study looked at the way COVID-19 was starting to affect gambling during first six weeks of emergency actions. The following factors were evaluated: the economic effect of COVID-19 on internet gambling, according to COVID-19, psychological issues, addiction to drugs, and risky gambling habits and intentions. Online survey with cross-sectional data of 2015 gamblers was conducted, with a subsample of 1048 people who gambled online (age 18 and older). Numerous metrics of correlation and probability ratio analyses were performed. The Issue of Gambling Intensity Index's extremely dangerous gamblers and those who have gambled online are more likely to engage in gambling online, according to the outcomes, even though there was an obvious transition toward physical gaming. The most predicted indicators for high-risk gamblers on the internet were moderate to severe depression and anxiety, reduced work weeks, convincing themselves to gamble by COVID-19, gambling under the effects of alcohol or cannabis, and dangerous gambling motivations related to psychological disorders, such as gambling to relieve anxiety and depressive disorders, chasing gambling damages, and trying to make money from gambling. This research has validated numerous risk connections associated with gambling risk, psychological issues, and substance use reported in previous studies on the worldwide recession and upcoming COVID-19-related investigations. In contrast to many other inquiries, the current research considers each component comprehensively. It offers more information on the risk factors associated with online gambling throughout the epidemic.
Collapse
Affiliation(s)
- A Tiwari
- 1Department of CSE (Artificial Intelligence and Machine Learning), Noida Institute of Engineering and Technology, Greater Noida, Uttar Pradesh, India
| | - G Patel M
- 2Department of Community Medicine, Parul University, PO Limda, Tal. Waghodia, District Vadodara, Gujarat, India
| | - N Borah
- 3Department of Life Sciences, School of Sciences, JAIN (Deemed-to-be University), Karnataka, India
| | - A Singh
- 4School of Pharmacy & Research, Dev Bhoomi Uttarakhand University, Dehradun, India
| | - Sh Shah
- 5Department of Allied Healthcare and Sciences, Vivekananda Global University, Jaipur, India
| | - A Prabhakar
- 5Department of Allied Healthcare and Sciences, Vivekananda Global University, Jaipur, India
| |
Collapse
|
46
|
Singh A, Singh R, Sharma A, Singh M, Singh K, Singh RB. Critical Evaluation of Lateral Calcaneal Artery Fascio-Cutaneous Flap in Re-Surfacing Posterior Heel Defects: A Review of 24 Cases. Indian J Orthop 2023; 57:1423-1434. [PMID: 37609020 PMCID: PMC10441862 DOI: 10.1007/s43465-023-00912-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2023] [Accepted: 05/19/2023] [Indexed: 08/24/2023]
Abstract
Purpose and background To assess feasibility and functional acceptability of lateral calcaneal artery fascio-cutaneous flap (LCAFCF) in providing cover to posterior heel defects in single stage. Aims and objectives To provide stable and sensate cover to small and moderate posterior heel defects. Materials and methods This review was conducted in department of Burns & Plastic Surgery of Postgraduate Institute of Medical Sciences (PGIMS), Rohtak, Haryana between October 2021 and September 2022 to analyse the clinical outcome of LCAFCF in 24 patients (18 males, 6 females) aged between 20 and 35 years who had chronic dry wounds n = 9, failed primary reconstruction by reverse sural flap n = 1, granulated wounds n = 8, exposed achilles tendons n = 4 and scarred tissue restricting ankle joint movements n = 2 in region of posterior heel following trauma, while riding motor-cycle. Course of lateral calcaneal artery was marked with hand-held doppler. Flap size ranged from 3 to 3.5 cm in width and 5.5-7.5 cm length. The donor sites were split skin grafted. Sutures were removed on 22nd day of surgery. Mean follow up was 13 months. Results All flaps survived. Two had partial loss of skin graft and two developed hyperkeratosis on grafted site. Sensations in flap, regain of movements of ankle joint, comfort of walking and driving were acceptable. Conclusions LCAFCF is handy, safe and reliable flap for re-surfacing difficult wounds of posterior heel, therefore should be included in surgical armamentarium.
Collapse
Affiliation(s)
- Abhinav Singh
- Department of Burns and Plastic Surgery, All India Institute of Medical Sciences (A.I.I.M.S), Bhopal, Madhya Pradesh 402022 India
| | | | - Abhishek Sharma
- Department of Burns and Plastic Surgery and Postgraduate Institute of Medical Sciences (PGIMS), University of Health Sciences, Rohtak (UHSR), Rohtak, Haryana India
| | - Malika Singh
- Department of GI Surgery, Dharamshila Hospital, Delhi, 110001 India
| | - Kuldeep Singh
- Department of Burns and Plastic Surgery and Postgraduate Institute of Medical Sciences (PGIMS), University of Health Sciences, Rohtak (UHSR), Rohtak, Haryana India
| | - R. B. Singh
- Department of Burns and Plastic Surgery & Hypospadias and VVFs Clinic, Postgraduate Institute of Medical Sciences (PGIMS), University of Health Sciences, Rohtak (UHSR), Rohtak, 124001 Haryana India
| |
Collapse
|
47
|
Szwec D, Singh A, Gatineau M. Hepatic lobectomy in dogs using a stapling device with a vascular cartridge: a retrospective study of 13 cases. N Z Vet J 2023; 71:259-266. [PMID: 37190753 DOI: 10.1080/00480169.2023.2212613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 04/27/2023] [Indexed: 05/17/2023]
Abstract
CASE HISTORY Medical records of two veterinary hospitals in Canada were reviewed to identify cases of dogs that underwent liver lobectomy via open laparotomy using the Endo GIA surgical stapling device with a vascular cartridge (height of open and closed staples: 2.5 and 1.0 mm, respectively) between January 2016 and June 2018. Mean age at the time of surgery of the dogs (n = 13) included in the study was 10.4 (SD 1.5; min 7.9, max 12.8) years and mean body weight was 14 (min 3.9, max 37.8) kg. CLINICAL FINDINGS Liver masses requiring hepatic lobectomy were identified in 12 dogs by abdominal ultrasound examination. The remaining dog required a lobectomy of the right medial liver lobe to address leakage from the right medial lobe hepatic duct that occurred as a complication of cholecystectomy to treat a ruptured gallbladder mucocoele. TREATMENT AND OUTCOME Complete liver lobectomy of 14 lobes (11 from the left hepatic division) in 12 dogs and partial lobectomy of one lobe in one dog was performed via open laparotomy using the Endo GIA device. The mean surgical time, including concurrent procedures, was 50 (SD 17; median 45, min 28, max 91) minutes. The most common intra-operative complication was oozing from the transected liver parenchyma in 6/13 dogs, which was mild in all cases. Five dogs experienced minor post-operative complications. No major peri- or post-operative complications occurred, and no patients required surgical re-exploration. All patients survived until discharge and were alive at the 2-week follow-up for suture removal. CLINICAL RELEVANCE Use of the Endo GIA stapling device with a vascular cartridge is feasible for liver lobectomy of the left hepatic division and in this study had low rates of intra-operative and post-operative complications. The Endo GIA stapling device is a viable option for this type of liver lobectomy in dogs. Though successful, the small number of central (two lobes) and right (one lobe) hepatic division lobectomies in this study precludes us from drawing definitive conclusions about the feasibility of this technique on these divisions.
Collapse
Affiliation(s)
- D Szwec
- Département de Chirurgie, Centre Vétérinaire DMV, Lachine, Canada
| | - A Singh
- Department of Clinical Studies, Ontario Veterinary College, University of Guelph, Guelph, Canada
| | - M Gatineau
- Département de Chirurgie, Centre Vétérinaire DMV, Lachine, Canada
| |
Collapse
|
48
|
Tumasyan A, Adam W, Bergauer T, Dragicevic M, Del Valle AE, Frühwirth R, Jeitler M, Krammer N, Lechner L, Liko D, Mikulec I, Pitters FM, Rad N, Schieck J, Schöfbeck R, Spanring M, Templ S, Waltenberger W, Wulz CE, Zarucki M, Darwish MR, De Wolf EA, Di Croce D, Janssen T, Kello T, Lelek A, Pieters M, Sfar HR, Van Haevermaet H, Van Mechelen P, Van Putte S, Van Remortel N, Blekman F, Bols ES, Chhibra SS, D'Hondt J, De Clercq J, Lontkovskyi D, Lowette S, Marchesini I, Moortgat S, Morton A, Müller D, Python Q, Tavernier S, Van Doninck W, Van Mulders P, Beghin D, Bilin B, Clerbaux B, De Lentdecker G, Dorney B, Favart L, Grebenyuk A, Kalsi AK, Makarenko I, Moureaux L, Pétré L, Popov A, Postiau N, Starling E, Thomas L, Vander Velde C, Vanlaer P, Vannerom D, Wezenbeek L, Cornelis T, Dobur D, Gruchala M, Khvastunov I, Niedziela M, Roskas C, Skovpen K, Tytgat M, Verbeke W, Vermassen B, Vit M, Bruno G, Bury F, Caputo C, David P, Delaere C, Delcourt M, Donertas IS, Giammanco A, Lemaitre V, Mondal K, Prisciandaro J, Taliercio A, Teklishyn M, Vischia P, Wertz S, Wuyckens S, Alves GA, Hensel C, Moraes A, Júnior WLA, Das Chagas EBB, Malbouisson HB, Carvalho W, Chinellato J, Coelho E, Da Costa EM, Da Silveira GG, Damiao DDJ, De Souza SF, Martins J, Figueiredo DM, Jaime MM, Herrera CM, Mundim L, Nogima H, Teles PR, Rosas LJS, Santoro A, Amaral SMSD, Sznajder A, Thiel M, De Araujo FTDS, Pereira AV, Bernardes CA, Calligaris L, Tomei TRFP, Gregores EM, Lemos DS, Mercadante PG, Novaes SF, Padula SS, Aleksandrov A, Antchev G, Atanassov I, Hadjiiska R, Iaydjiev P, Misheva M, Rodozov M, Shopova M, Sultanov G, Dimitrov A, Ivanov T, Litov L, Pavlov B, Petkov P, Petrov A, Cheng T, Fang W, Guo Q, Wang H, Yuan L, Ahmad M, Bauer G, Hu Z, Wang Y, Yi K, Chapon E, Chen GM, Chen HS, Chen M, Javaid T, Kapoor A, Leggat D, Liao H, Liu ZA, Sharma R, Spiezia A, Tao J, Thomas-Wilsker J, Wang J, Zhang H, Zhang S, Zhao J, Agapitos A, Ban Y, Chen C, Huang Q, Levin A, Li Q, Lu M, Lyu X, Mao Y, Qian SJ, Wang D, Wang Q, Xiao J, You Z, Gao X, Xiao M, Avila C, Cabrera A, Florez C, Fraga J, Sarkar A, Delgado MAS, Jaramillo J, Guisao JM, Ramirez F, Alvarez JDR, González CAS, Arbelaez NV, Giljanovic D, Godinovic N, Lelas D, Puljak I, Antunovic Z, Kovac M, Sculac T, Brigljevic V, Ferencek D, Majumder D, Roguljic M, Starodumov A, Susa T, Ather MW, Attikis A, Erodotou E, Ioannou A, Kole G, Kolosova M, Konstantinou S, Mousa J, Nicolaou C, Ptochos F, Razis PA, Rykaczewski H, Saka H, Tsiakkouri D, Finger M, Finger M, Kveton A, Tomsa J, Ayala E, Jarrin EC, Abdalla H, Abdelalim AA, Assran Y, Lotfy A, Mahmoud MA, Bhowmik S, De Oliveira ACA, Dewanjee RK, Ehataht K, Kadastik M, Raidal M, Veelken C, Eerola P, Forthomme L, Kirschenmann H, Osterberg K, Voutilainen M, Brücken E, Garcia F, Havukainen J, Karimäki V, Kim MS, Kinnunen R, Lampén T, Lassila-Perini K, Lehti S, Lindén T, Siikonen H, Tuominen E, Tuominiemi J, Luukka P, Tuuva T, Amendola C, Besancon M, Couderc F, Dejardin M, Denegri D, Faure JL, Ferri F, Ganjour S, Givernaud A, Gras P, de Monchenault GH, Jarry P, Lenzi B, Locci E, Malcles J, Rander J, Rosowsky A, Sahin MÖ, Savoy-Navarro A, Titov M, Yu GB, Ahuja S, Beaudette F, Bonanomi M, Perraguin AB, Busson P, Charlot C, Davignon O, Diab B, Falmagne G, de Cassagnac RG, Hakimi A, Kucher I, Lobanov A, Perez CM, Nguyen M, Ochando C, Paganini P, Rembser J, Salerno R, Sauvan JB, Sirois Y, Zabi A, Zghiche A, Agram JL, Andrea J, Bloch D, Bourgatte G, Brom JM, Chabert EC, Collard C, Fontaine JC, Gelé D, Goerlach U, Grimault C, Le Bihan AC, Van Hove P, Asilar E, Beauceron S, Bernet C, Boudoul G, Camen C, Carle A, Chanon N, Contardo D, Depasse P, Mamouni HE, Fay J, Gascon S, Gouzevitch M, Ille B, Jain S, Laktineh IB, Lattaud H, Lesauvage A, Lethuillier M, Mirabito L, Shchablo K, Torterotot L, Touquet G, Vander Donckt M, Viret S, Bagaturia I, Tsamalaidze Z, Feld L, Klein K, Lipinski M, Meuser D, Pauls A, Rauch MP, Schulz J, Teroerde M, Eliseev D, Erdmann M, Fackeldey P, Fischer B, Ghosh S, Hebbeker T, Hoepfner K, Keller H, Mastrolorenzo L, Merschmeyer M, Meyer A, Mocellin G, Mondal S, Mukherjee S, Noll D, Novak A, Pook T, Pozdnyakov A, Rath Y, Reithler H, Roemer J, Schmidt A, Schuler SC, Sharma A, Wiedenbeck S, Zaleski S, Dziwok C, Flügge G, Ahmad WH, Hlushchenko O, Kress T, Nowack A, Pistone C, Pooth O, Roy D, Sert H, Stahl A, Ziemons T, Petersen HA, Martin MA, Asmuss P, Babounikau I, Baxter S, Behnke O, Martínez AB, Anuar AAB, Borras K, Botta V, Brunner D, Campbell A, Cardini A, Connor P, Rodríguez SC, Danilov V, De Wit A, Defranchis MM, Didukh L, Damiani DD, Eckerlin G, Eckstein D, Banos LIE, Gallo E, Geiser A, Giraldi A, Grohsjean A, Guthoff M, Harb A, Jafari A, Jomhari NZ, Kasem A, Kasemann M, Kaveh H, Kleinwort C, Knolle J, Krücker D, Lange W, Lenz T, Lidrych J, Lipka K, Lohmann W, Madlener T, Mankel R, Melzer-Pellmann IA, Metwally J, Meyer AB, Meyer M, Missiroli M, Mnich J, Mussgiller A, Myronenko V, Otarid Y, Adán DP, Pflitsch SK, Pitzl D, Raspereza A, Saggio A, Saibel A, Savitskyi M, Scheurer V, Schwanenberger C, Singh A, Ricardo RES, Tonon N, Turkot O, Vagnerini A, Van De Klundert M, Walsh R, Walter D, Wen Y, Wichmann K, Wissing C, Wuchterl S, Zenaiev O, Zlebcik R, Aggleton R, Bein S, Benato L, Benecke A, De Leo K, Dreyer T, Ebrahimi A, Eich M, Feindt F, Fröhlich A, Garbers C, Garutti E, Gunnellini P, Haller J, Hinzmann A, Karavdina A, Kasieczka G, Klanner R, Kogler R, Kutzner V, Lange J, Lange T, Malara A, Niemeyer CEN, Nigamova A, Rodriguez KJP, Rieger O, Schleper P, Schumann S, Schwandt J, Schwarz D, Sonneveld J, Stadie H, Steinbrück G, Vormwald B, Zoi I, Bechtel J, Berger T, Butz E, Caspart R, Chwalek T, De Boer W, Dierlamm A, Droll A, Morabit KE, Faltermann N, Flöh K, Giffels M, Gottmann A, Hartmann F, Heidecker C, Husemann U, Katkov I, Keicher P, Koppenhöfer R, Maier S, Metzler M, Mitra S, Müller T, Musich M, Quast G, Rabbertz K, Rauser J, Savoiu D, Schäfer D, Schnepf M, Schröder M, Seith D, Shvetsov I, Simonis HJ, Ulrich R, Wassmer M, Weber M, Wolf R, Wozniewski S, Anagnostou G, Asenov P, Daskalakis G, Geralis T, Kyriakis A, Paspalaki G, Stakia A, Diamantopoulou M, Karasavvas D, Karathanasis G, Kontaxakis P, Koraka CK, Manousakis-Katsikakis A, Panagiotou A, Papavergou I, Saoulidou N, Theofilatos K, Tziaferi E, Vellidis K, Vourliotis E, Bakas G, Kousouris K, Papakrivopoulos I, Tsipolitis G, Zacharopoulou A, Evangelou I, Foudas C, Gianneios P, Katsoulis P, Kokkas P, Manitara K, Manthos N, Papadopoulos I, Strologas J, Bartók M, Csanád M, Gadallah MMA, Lökös S, Major P, Mandal K, Mehta A, Pásztor G, Surányi O, Veres GI, Bencze G, Hajdu C, Horvath D, Sikler F, Veszpremi V, Vesztergombi G, Czellar S, Karancsi J, Molnar J, Szillasi Z, Teyssier D, Raics P, Trocsanyi ZL, Ujvari B, Csorgo T, Nemes F, Novak T, Choudhury S, Komaragiri JR, Kumar D, Panwar L, Tiwari PC, Bansal S, Beri SB, Bhatnagar V, Chaudhary G, Chauhan S, Dhingra N, Gupta R, Kaur A, Kaur S, Kumari P, Meena M, Sandeep K, Sharma S, Singh JB, Virdi AK, Ahmed A, Bhardwaj A, Choudhary BC, Garg RB, Gola M, Keshri S, Kumar A, Naimuddin M, Priyanka P, Ranjan K, Shah A, Bharti M, Bhattacharya R, Bhattacharya S, Bhowmik D, Dutta S, Ghosh S, Gomber B, Maity M, Nandan S, Palit P, Rout PK, Saha G, Sahu B, Sarkar S, Sharan M, Singh B, Thakur S, Behera PK, Behera SC, Kalbhor P, Muhammad A, Pradhan R, Pujahari PR, Sharma A, Sikdar AK, Dutta D, Kumar V, Naskar K, Netrakanti PK, Pant LM, Shukla P, Aziz T, Bhat MA, Dugad S, Verma RK, Mohanty GB, Sarkar U, Banerjee S, Bhattacharya S, Chatterjee S, Chudasama R, Guchait M, Karmakar S, Kumar S, Majumder G, Mazumdar K, Mukherjee S, Roy D, Bahinipati S, Dash D, Kar C, Mal P, Mishra T, Bindhu VKMN, Nayak A, Sur N, Swain SK, Dube S, Kansal B, Pandey S, Rane A, Rastogi A, Sharma S, Bakhshiansohi H, Zeinali M, Chenarani S, Etesami SM, Khakzad M, Najafabadi MM, Felcini M, Grunewald M, Abbrescia M, Aly R, Aruta C, Colaleo A, Creanza D, De Filippis N, De Palma M, Di Florio A, Di Pilato A, Elmetenawee W, Fiore L, Gelmi A, Gul M, Iaselli G, Ince M, Lezki S, Maggi G, Maggi M, Margjeka I, Mastrapasqua V, Merlin JA, My S, Nuzzo S, Pompili A, Pugliese G, Ranieri A, Selvaggi G, Silvestris L, Simone FM, Venditti R, Verwilligen P, Abbiendi G, Battilana C, Bonacorsi D, Borgonovi L, Braibant-Giacomelli S, Campanini R, Capiluppi P, Castro A, Cavallo FR, Ciocca C, Cuffiani M, Dallavalle GM, Diotalevi T, Fabbri F, Fanfani A, Fontanesi E, Giacomelli P, Giommi L, Grandi C, Guiducci L, Iemmi F, Meo SL, Marcellini S, Masetti G, Navarria FL, Perrotta A, Primavera F, Rossi AM, Rovelli T, Siroli GP, Tosi N, Albergo S, Costa S, Di Mattia A, Potenza R, Tricomi A, Tuve C, Barbagli G, Cassese A, Ceccarelli R, Ciulli V, Civinini C, D'Alessandro R, Fiori F, Focardi E, Latino G, Lenzi P, Lizzo M, Meschini M, Paoletti S, Seidita R, Sguazzoni G, Viliani L, Benussi L, Bianco S, Piccolo D, Bozzo M, Ferro F, Mulargia R, Robutti E, Tosi S, Benaglia A, Beschi A, Brivio F, Cetorelli F, Ciriolo V, De Guio F, Dinardo ME, Dini P, Gennai S, Ghezzi A, Govoni P, Guzzi L, Malberti M, Malvezzi S, Massironi A, Menasce D, Monti F, Moroni L, Paganoni M, Pedrini D, Ragazzi S, de Fatis TT, Valsecchi D, Zuolo D, Buontempo S, Cavallo N, De Iorio A, Fabozzi F, Fienga F, Iorio AOM, Lista L, Meola S, Paolucci P, Rossi B, Sciacca C, Azzi P, Bacchetta N, Bisello D, Bortignon P, Bragagnolo A, Carlin R, Checchia P, Manzano PDC, Dorigo T, Gasparini F, Gasparini U, Hoh SY, Layer L, Margoni M, Meneguzzo AT, Presilla M, Ronchese P, Rossin R, Simonetto F, Strong G, Tosi M, Yarar H, Zanetti M, Zotto P, Zucchetta A, Zumerle G, Aime C, Braghieri A, Calzaferri S, Fiorina D, Montagna P, Ratti SP, Re V, Ressegotti M, Riccardi C, Salvini P, Vai I, Vitulo P, Biasini M, Bilei GM, Ciangottini D, Fanò L, Lariccia P, Mantovani G, Mariani V, Menichelli M, Moscatelli F, Piccinelli A, Rossi A, Santocchia A, Spiga D, Tedeschi T, Androsov K, Azzurri P, Bagliesi G, Bertacchi V, Bianchini L, Boccali T, Castaldi R, Ciocci MA, Dell'Orso R, Di Domenico MR, Donato S, Giannini L, Giassi A, Grippo MT, Ligabue F, Manca E, Mandorli G, Messineo A, Palla F, Ramirez-Sanchez G, Rizzi A, Rolandi G, Chowdhury SR, Scribano A, Shafiei N, Spagnolo P, Tenchini R, Tonelli G, Turini N, Venturi A, Verdini PG, Cavallari F, Cipriani M, Del Re D, Di Marco E, Diemoz M, Longo E, Meridiani P, Organtini G, Pandolfi F, Paramatti R, Quaranta C, Rahatlou S, Rovelli C, Santanastasio F, Soffi L, Tramontano R, Amapane N, Arcidiacono R, Argiro S, Arneodo M, Bartosik N, Bellan R, Bellora A, Antequera JB, Biino C, Cappati A, Cartiglia N, Cometti S, Costa M, Covarelli R, Demaria N, Kiani B, Legger F, Mariotti C, Maselli S, Migliore E, Monaco V, Monteil E, Monteno M, Obertino MM, Ortona G, Pacher L, Pastrone N, Pelliccioni M, Angioni GLP, Ruspa M, Salvatico R, Siviero F, Sola V, Solano A, Soldi D, Staiano A, Tornago M, Trocino D, Belforte S, Candelise V, Casarsa M, Cossutti F, Da Rold A, Della Ricca G, Vazzoler F, Dogra S, Huh C, Kim B, Kim DH, Kim GN, Lee J, Lee SW, Moon CS, Oh YD, Pak SI, Radburn-Smith BC, Sekmen S, Yang YC, Kim H, Moon DH, Francois B, Kim TJ, Park J, Cho S, Choi S, Go Y, Ha S, Hong B, Kim B, Lee K, Lee KS, Lim J, Park J, Park SK, Yoo J, Goh J, Gurtu A, Kim HS, Kim Y, Almond J, Bhyun JH, Choi J, Jeon S, Kim J, Kim JS, Ko S, Kwon H, Lee H, Lee K, Lee S, Nam K, Oh BH, Oh M, Oh SB, Seo H, Yang UK, Yoon I, Jeon D, Kim JH, Ko B, Lee JSH, Park IC, Roh Y, Song D, Watson IJ, Yoo HD, Choi Y, Hwang C, Jeong Y, Lee H, Lee Y, Yu I, Maghrbi Y, Veckalns V, Juodagalvis A, Rinkevicius A, Tamulaitis G, Vaitkevicius A, Abdullah WATW, Yusli MN, Zolkapli Z, Benitez JF, Hernandez AC, Quijada JAM, Palomo LV, Ayala G, Castilla-Valdez H, De La Cruz-Burelo E, La Cruz IHD, Lopez-Fernandez R, Herrera CAM, Navarro DAP, Hernández AS, Moreno SC, Barrera CO, García MR, Valencia FV, Eysermans J, Pedraza I, Ibarguen HAS, Estrada CU, Pineda AM, Mijuskovic J, Raicevic N, Krofcheck D, Bheesette S, Butler PH, Ahmad A, Asghar MI, Awais A, Awan MIM, Hoorani HR, Khan WA, Shah MA, Shoaib M, Waqas M, Avati V, Grzanka L, Malawski M, Bialkowska H, Bluj M, Boimska B, Frueboes T, Górski M, Kazana M, Szleper M, Traczyk P, Zalewski P, Bunkowski K, Doroba K, Kalinowski A, Konecki M, Krolikowski J, Walczak M, Araujo M, Bargassa P, Bastos D, Boletti A, Faccioli P, Gallinaro M, Hollar J, Leonardo N, Niknejad T, Seixas J, Shchelina K, Toldaiev O, Varela J, Adzic P, Dordevic M, Milenovic P, Milosevic J, Aguilar-Benitez M, Maestre JA, Fernández AÁ, Bachiller I, Luna MB, Bedoya CF, Montoya CAC, Cepeda M, Cerrada M, Colino N, De La Cruz B, Peris AD, Ramos JPF, Flix J, Fouz MC, Lopez OG, Lopez SG, Hernandez JM, Josa MI, Holgado JL, Moran D, Tobar ÁN, Yzquierdo APC, Pelayo JP, Redondo I, Romero L, Navas SS, Soares MS, Gómez LU, Willmott C, Albajar C, de Trocóniz JF, Reyes-Almanza R, Gonzalez BA, Cuevas J, Erice C, Menendez JF, Folgueras S, Caballero IG, Cortezon EP, Álvarez CR, Sau JR, Bouza VR, Cruz SS, Trapote A, Cifuentes JAB, Cabrillo IJ, Calderon A, Quero BC, Campderros JD, Fernandez M, Manteca PJF, Alonso AG, Gomez G, Rivero CM, Del Arbol PMR, Matorras F, Gomez JP, Prieels C, Ricci-Tam F, Rodrigo T, Ruiz-Jimeno A, Scodellaro L, Vila I, Garcia JMV, Jayananda MK, Kailasapathy B, Sonnadara DUJ, Wickramarathna DDC, Dharmaratna WGD, Liyanage K, Perera N, Wickramage N, Aarrestad TK, Abbaneo D, Auffray E, Auzinger G, Baechler J, Baillon P, Ball AH, Barney D, Bendavid J, Beni N, Bianco M, Bocci A, Bossini E, Brondolin E, Camporesi T, Garrido MC, Cerminara G, Cristella L, d'Enterria D, Dabrowski A, Daci N, David A, De Roeck A, Deile M, Di Maria R, Dobson M, Dünser M, Dupont N, Elliott-Peisert A, Emriskova N, Fallavollita F, Fasanella D, Fiorendi S, Florent A, Franzoni G, Fulcher J, Funk W, Giani S, Gigi D, Gill K, Glege F, Gouskos L, Guilbaud M, Haranko M, Hegeman J, Iiyama Y, Innocente V, James T, Janot P, Kaspar J, Kieseler J, Komm M, Kratochwil N, Lange C, Laurila S, Lecoq P, Long K, Lourenço C, Malgeri L, Mallios S, Mannelli M, Meijers F, Mersi S, Meschi E, Moortgat F, Mulders M, Orfanelli S, Orsini L, Pantaleo F, Pape L, Perez E, Peruzzi M, Petrilli A, Petrucciani G, Pfeiffer A, Pierini M, Quast T, Rabady D, Racz A, Rieger M, Rovere M, Sakulin H, Salfeld-Nebgen J, Scarfi S, Schäfer C, Selvaggi M, Sharma A, Silva P, Snoeys W, Sphicas P, Summers S, Tavolaro VR, Treille D, Tsirou A, Van Onsem GP, Vartak A, Verzetti M, Wozniak KA, Zeuner WD, Caminada L, Erdmann W, Horisberger R, Ingram Q, Kaestli HC, Kotlinski D, Rohe T, Backhaus M, Berger P, Calandri A, Chernyavskaya N, De Cosa A, Dissertori G, Dittmar M, Donegà M, Dorfer C, Gadek T, Espinosa TAG, Grab C, Hits D, Lustermann W, Lyon AM, Manzoni RA, Meinhard MT, Micheli F, Nessi-Tedaldi F, Niedziela J, Pauss F, Perovic V, Perrin G, Pigazzini S, Ratti MG, Reichmann M, Reissel C, Reitenspiess T, Ristic B, Ruini D, Becerra DAS, Schönenberger M, Stampf V, Steggemann J, Wallny R, Zhu DH, Amsler C, Botta C, Brzhechko D, Canelli MF, Del Burgo R, Heikkilä JK, Huwiler M, Jofrehei A, Kilminster B, Leontsinis S, Macchiolo A, Meiring P, Mikuni VM, Molinatti U, Neutelings I, Rauco G, Reimers A, Robmann P, Schweiger K, Takahashi Y, Adloff C, Kuo CM, Lin W, Roy A, Sarkar T, Yu SS, Ceard L, Chang P, Chao Y, Chen KF, Chen PH, Hou WS, Li YY, Lu RS, Paganis E, Psallidas A, Steen A, Yazgan E, Asavapibhop B, Asawatangtrakuldee C, Srimanobhas N, Boran F, Damarseckin S, Demiroglu ZS, Dolek F, Dozen C, Dumanoglu I, Eskut E, Gokbulut G, Guler Y, Guler EG, Hos I, Isik C, Kangal EE, Kara O, Topaksu AK, Kiminsu U, Onengut G, Ozdemir K, Polatoz A, Simsek AE, Tali B, Tok UG, Turkcapar S, Zorbakir IS, Zorbilmez C, Isildak B, Karapinar G, Ocalan K, Yalvac M, Akgun B, Atakisi IO, Gülmez E, Kaya M, Kaya O, Özçelik Ö, Tekten S, Yetkin EA, Cakir A, Cankocak K, Komurcu Y, Sen S, Sen FA, Cerci S, Kaynak B, Ozkorucuklu S, Cerci DS, Grynyov B, Levchuk L, Bhal E, Bologna S, Brooke JJ, Clement E, Cussans D, Flacher H, Goldstein J, Heath GP, Heath HF, Kreczko L, Krikler B, Paramesvaran S, Sakuma T, Nasr-Storey SSE, Smith VJ, Stylianou N, Taylor J, Titterton A, Bell KW, Belyaev A, Brew C, Brown RM, Cockerill DJA, Ellis KV, Harder K, Harper S, Linacre J, Manolopoulos K, Newbold DM, Olaiya E, Petyt D, Reis T, Schuh T, Shepherd-Themistocleous CH, Thea A, Tomalin IR, Williams T, Bainbridge R, Bloch P, Bonomally S, Borg J, Breeze S, Buchmuller O, Bundock A, Cepaitis V, Chahal GS, Colling D, Dauncey P, Davies G, Della Negra M, Fedi G, Hall G, Iles G, Langford J, Lyons L, Magnan AM, Malik S, Martelli A, Milosevic V, Nash J, Palladino V, Pesaresi M, Raymond DM, Richards A, Rose A, Scott E, Seez C, Shtipliyski A, Stoye M, Tapper A, Uchida K, Virdee T, Wardle N, Webb SN, Winterbottom D, Zecchinelli AG, Cole JE, Hobson PR, Khan A, Kyberd P, Mackay CK, Reid ID, Teodorescu L, Zahid S, Abdullin S, Brinkerhoff A, Call K, Caraway B, Dittmann J, Hatakeyama K, Kanuganti AR, Madrid C, McMaster B, Pastika N, Sawant S, Smith C, Wilson J, Bartek R, Dominguez A, Uniyal R, Hernandez AMV, Buccilli A, Charaf O, Cooper SI, Gleyzer SV, Henderson C, Perez CU, Rumerio P, West C, Akpinar A, Albert A, Arcaro D, Cosby C, Demiragli Z, Gastler D, Rohlf J, Salyer K, Sperka D, Spitzbart D, Suarez I, Yuan S, Zou D, Benelli G, Burkle B, Coubez X, Cutts D, Duh YT, Hadley M, Heintz U, Hogan JM, Kwok KHM, Laird E, Landsberg G, Lau KT, Lee J, Narain M, Sagir S, Syarif R, Usai E, Wong WY, Yu D, Zhang W, Band R, Brainerd C, Breedon R, Sanchez MCDLB, Chertok M, Conway J, Conway R, Cox PT, Erbacher R, Flores C, Funk G, Jensen F, Ko W, Kukral O, Lander R, Mulhearn M, Pellett D, Pilot J, Shi M, Taylor D, Tos K, Tripathi M, Yao Y, Zhang F, Bachtis M, Cousins R, Dasgupta A, Hamilton D, Hauser J, Ignatenko M, Iqbal MA, Lam T, Mccoll N, Nash WA, Regnard S, Saltzberg D, Schnaible C, Stone B, Valuev V, Burt K, Chen Y, Clare R, Gary JW, Hanson G, Karapostoli G, Long OR, Manganelli N, Negrete MO, Si W, Wimpenny S, Zhang Y, Branson JG, Chang P, Cittolin S, Cooperstein S, Deelen N, Duarte J, Gerosa R, Gilbert D, Krutelyov V, Letts J, Masciovecchio M, May S, Padhi S, Pieri M, Sharma V, Tadel M, Würthwein F, Yagil A, Amin N, Campagnari C, Citron M, Dorsett A, Dutta V, Incandela J, Marsh B, Mei H, Ovcharova A, Qu H, Quinnan M, Richman J, Sarica U, Stuart D, Wang S, Bornheim A, Cerri O, Dutta I, Lawhorn JM, Lu N, Mao J, Newman HB, Ngadiuba J, Nguyen TQ, Pata J, Spiropulu M, Vlimant JR, Wang C, Xie S, Zhang Z, Zhu RY, Alison J, Andrews MB, Ferguson T, Mudholkar T, Paulini M, Vorobiev I, Cumalat JP, Ford WT, MacDonald E, Patel R, Perloff A, Stenson K, Ulmer KA, Wagner SR, Alexander J, Cheng Y, Chu J, Cranshaw DJ, Datta A, Frankenthal A, Mcdermott K, Monroy J, Patterson JR, Quach D, Ryd A, Sun W, Tan SM, Tao Z, Thom J, Wittich P, Zientek M, Albrow M, Alyari M, Apollinari G, Apresyan A, Apyan A, Banerjee S, Bauerdick LAT, Beretvas A, Berry D, Berryhill J, Bhat PC, Burkett K, Butler JN, Canepa A, Cerati GB, Cheung HWK, Chlebana F, Cremonesi M, Elvira VD, Freeman J, Gecse Z, Gray L, Green D, Grünendahl S, Gutsche O, Harris RM, Hasegawa S, Heller R, Herwig TC, Hirschauer J, Jayatilaka B, Jindariani S, Johnson M, Joshi U, Klabbers P, Klijnsma T, Klima B, Kortelainen MJ, Lammel S, Lincoln D, Lipton R, Liu M, Liu T, Lykken J, Maeshima K, Mason D, McBride P, Merkel P, Mrenna S, Nahn S, O'Dell V, Papadimitriou V, Pedro K, Pena C, Prokofyev O, Ravera F, Hall AR, Ristori L, Schneider B, Sexton-Kennedy E, Smith N, Soha A, Spalding WJ, Spiegel L, Strait J, Taylor L, Tkaczyk S, Tran NV, Uplegger L, Vaandering EW, Weber HA, Woodard A, Acosta D, Avery P, Bourilkov D, Cadamuro L, Cherepanov V, Errico F, Field RD, Guerrero D, Joshi BM, Kim M, Konigsberg J, Korytov A, Lo KH, Matchev K, Menendez N, Mitselmakher G, Rosenzweig D, Shi K, Sturdy J, Wang J, Zuo X, Adams T, Askew A, Diaz D, Habibullah R, Hagopian S, Hagopian V, Johnson KF, Khurana R, Kolberg T, Martinez G, Prosper H, Schiber C, Yohay R, Zhang J, Baarmand MM, Butalla S, Elkafrawy T, Hohlmann M, Noonan D, Rahmani M, Saunders M, Yumiceva F, Adams MR, Apanasevich L, Gonzalez HB, Cavanaugh R, Chen X, Dittmer S, Evdokimov O, Gerber CE, Hangal DA, Hofman DJ, Mills C, Oh G, Roy T, Tonjes MB, Varelas N, Viinikainen J, Wang X, Wu Z, Ye Z, Alhusseini M, Dilsiz K, Durgut S, Gandrajula RP, Haytmyradov M, Khristenko V, Köseyan OK, Merlo JP, Mestvirishvili A, Moeller A, Nachtman J, Ogul H, Onel Y, Ozok F, Penzo A, Snyder C, Tiras E, Wetzel J, Amram O, Blumenfeld B, Corcodilos L, Eminizer M, Gritsan AV, Kyriacou S, Maksimovic P, Mantilla C, Roskes J, Swartz M, Vámi TÁ, Barrera CB, Baringer P, Bean A, Boren S, Bowen J, Bylinkin A, Isidori T, Khalil S, King J, Krintiras G, Kropivnitskaya A, Lindsey C, Minafra N, Murray M, Ralston J, Rogan C, Royon C, Sanders S, Schmitz E, Takaki JDT, Wang Q, Williams J, Wilson G, Duric S, Ivanov A, Kaadze K, Kim D, Maravin Y, Mitchell T, Modak A, Mohammadi A, Rebassoo F, Wright D, Adams E, Baden A, Baron O, Belloni A, Eno SC, Feng Y, Hadley NJ, Jabeen S, Jeng GY, Kellogg RG, Koeth T, Mignerey AC, Nabili S, Seidel M, Skuja A, Tonwar SC, Wang L, Wong K, Abercrombie D, Allen B, Bi R, Brandt S, Busza W, Cali IA, Chen Y, D'Alfonso M, Gomez-Ceballos G, Goncharov M, Harris P, Hsu D, Hu M, Klute M, Kovalskyi D, Krupa J, Lee YJ, Luckey PD, Maier B, Marini AC, Mironov C, Narayanan S, Niu X, Paus C, Rankin D, Roland C, Roland G, Shi Z, Stephans GSF, Sumorok K, Tatar K, Velicanu D, Wang J, Wang TW, Wang Z, Wyslouch B, Chatterjee RM, Evans A, Hansen P, Hiltbrand J, Jain S, Krohn M, Kubota Y, Lesko Z, Mans J, Revering M, Rusack R, Saradhy R, Schroeder N, Strobbe N, Wadud MA, Acosta JG, Oliveros S, Bloom K, Chauhan S, Claes DR, Fangmeier C, Finco L, Golf F, Fernández JRG, Joo C, Kravchenko I, Siado JE, Snow GR, Tabb W, Yan F, Agarwal G, Bandyopadhyay H, Hay L, Iashvili I, Kharchilava A, McLean C, Nguyen D, Pekkanen J, Rappoccio S, Alverson G, Barberis E, Freer C, Haddad Y, Hortiangtham A, Li J, Madigan G, Marzocchi B, Morse DM, Nguyen V, Orimoto T, Parker A, Skinnari L, Tishelman-Charny A, Wamorkar T, Wang B, Wisecarver A, Wood D, Bhattacharya S, Bueghly J, Chen Z, Gilbert A, Gunter T, Hahn KA, Odell N, Schmitt MH, Sung K, Velasco M, Bucci R, Dev N, Goldouzian R, Hildreth M, Anampa KH, Jessop C, Lannon K, Loukas N, Marinelli N, Mcalister I, Meng F, Mohrman K, Musienko Y, Ruchti R, Siddireddy P, Wayne M, Wightman A, Wolf M, Zygala L, Alimena J, Bylsma B, Cardwell B, Durkin LS, Francis B, Hill C, Lefeld A, Winer BL, Yates BR, Bonham B, Das P, Dezoort G, Elmer P, Greenberg B, Haubrich N, Higginbotham S, Kalogeropoulos A, Kopp G, Kwan S, Lange D, Lucchini MT, Luo J, Marlow D, Mei K, Ojalvo I, Olsen J, Palmer C, Piroué P, Stickland D, Tully C, Malik S, Norberg S, Barnes VE, Chawla R, Das S, Gutay L, Jones M, Jung AW, Negro G, Neumeister N, Peng CC, Piperov S, Purohit A, Schulte JF, Stojanovic M, Trevisani N, Wang F, Wildridge A, Xiao R, Xie W, Dolen J, Parashar N, Baty A, Dildick S, Ecklund KM, Freed S, Geurts FJM, Kilpatrick M, Kumar A, Li W, Padley BP, Redjimi R, Roberts J, Rorie J, Shi W, Leiton AGS, Bodek A, de Barbaro P, Demina R, Dulemba JL, Fallon C, Ferbel T, Galanti M, Garcia-Bellido A, Hindrichs O, Khukhunaishvili A, Ranken E, Taus R, Chiarito B, Chou JP, Gandrakota A, Gershtein Y, Halkiadakis E, Hart A, Heindl M, Hughes E, Kaplan S, Karacheban O, Laflotte I, Lath A, Montalvo R, Nash K, Osherson M, Salur S, Schnetzer S, Somalwar S, Stone R, Thayil SA, Thomas S, Wang H, Acharya H, Delannoy AG, Spanier S, Bouhali O, Dalchenko M, Delgado A, Eusebi R, Gilmore J, Huang T, Kamon T, Kim H, Luo S, Malhotra S, Mueller R, Overton D, Perniè L, Rathjens D, Safonov A, Akchurin N, Damgov J, Hegde V, Kunori S, Lamichhane K, Lee SW, Mengke T, Muthumuni S, Peltola T, Undleeb S, Volobouev I, Wang Z, Whitbeck A, Appelt E, Greene S, Gurrola A, Janjam R, Johns W, Maguire C, Melo A, Ni H, Padeken K, Romeo F, Sheldon P, Tuo S, Velkovska J, Arenton MW, Cox B, Cummings G, Hakala J, Hirosky R, Joyce M, Ledovskoy A, Li A, Neu C, Tannenwald B, Wolfe E, Karchin PE, Poudyal N, Thapa P, Black K, Bose T, Buchanan J, Caillol C, Dasu S, De Bruyn I, Everaerts P, Galloni C, He H, Herndon M, Hervé A, Hussain U, Lanaro A, Loeliger A, Loveless R, Sreekala JM, Mallampalli A, Pinna D, Savin A, Shang V, Sharma V, Smith WH, Teague D, Trembath-Reichert S, Vetens W, Afanasiev S, Andreev V, Andreev Y, Aushev T, Azarkin M, Babaev A, Belyaev A, Blinov V, Boos E, Borchsh V, Bunin P, Chekhovsky V, Chistov R, Danilov M, Demiyanov A, Dermenev A, Dimova T, Dremin I, Epshteyn V, Ershov A, Gavrilenko M, Gavrilov G, Gavrilov V, Gninenko S, Golovtcov V, Golubev N, Golutvin I, Gorbunov I, Iuzhakov A, Ivanchenko V, Ivanov Y, Kachanov V, Kalinin A, Kamenev A, Kardapoltsev L, Karjavine V, Karneyeu A, Kim V, Kirakosyan M, Kirsanov M, Kodolova O, Konstantinov D, Korotkikh V, Krasnikov N, Kuznetsova E, Lanev A, Litomin A, Lukina O, Lychkovskaya N, Makarenko V, Malakhov A, Matveev V, Murzin V, Nikitenko A, Obraztsov S, Okhotnikov V, Oreshkin V, Oskin A, Ovtin I, Palichik V, Parygin P, Pashenkov A, Perelygin V, Petrushanko S, Pivovarov G, Polikarpov S, Popov V, Safronov G, Savina M, Savrin V, Shalaev V, Shmatov S, Shulha S, Skovpen Y, Smirnov I, Smirnov V, Snigirev A, Sosnov D, Spiridonov A, Stepennov A, Gonzalez JS, Sukhikh L, Sulimov V, Tcherniaev E, Terkulov A, Teryaev O, Tlisov D, Toms M, Toropin A, Uvarov L, Uzunian A, Vardanyan I, Vlasov E, Volkov S, Vorobyev A, Voytishin N, Yuldashev BS, Zarubin A, Zhizhin I, Zhokin A. Azimuthal Correlations within Exclusive Dijets with Large Momentum Transfer in Photon-Lead Collisions. Phys Rev Lett 2023; 131:051901. [PMID: 37595238 DOI: 10.1103/physrevlett.131.051901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 11/11/2022] [Accepted: 02/15/2023] [Indexed: 08/20/2023]
Abstract
The structure of nucleons is multidimensional and depends on the transverse momenta, spatial geometry, and polarization of the constituent partons. Such a structure can be studied using high-energy photons produced in ultraperipheral heavy-ion collisions. The first measurement of the azimuthal angular correlations of exclusively produced events with two jets in photon-lead interactions at large momentum transfer is presented, a process that is considered to be sensitive to the underlying nuclear gluon polarization. This study uses a data sample of ultraperipheral lead-lead collisions at sqrt[s_{NN}]=5.02 TeV, corresponding to an integrated luminosity of 0.38 nb^{-1}, collected with the CMS experiment at the LHC. The measured second harmonic of the correlation between the sum and difference of the two jet transverse momentum vectors is found to be positive, and rising, as the dijet transverse momentum increases. A well-tuned model that has been successful at describing a wide range of proton scattering data from the HERA experiments fails to describe the observed correlations, suggesting the presence of gluon polarization effects.
Collapse
Affiliation(s)
- A Tumasyan
- Yerevan Physics Institute, Yerevan, Armenia
| | - W Adam
- Institut für Hochenergiephysik, Vienna, Austria
| | - T Bergauer
- Institut für Hochenergiephysik, Vienna, Austria
| | | | | | - R Frühwirth
- Institut für Hochenergiephysik, Vienna, Austria
| | - M Jeitler
- Institut für Hochenergiephysik, Vienna, Austria
| | - N Krammer
- Institut für Hochenergiephysik, Vienna, Austria
| | - L Lechner
- Institut für Hochenergiephysik, Vienna, Austria
| | - D Liko
- Institut für Hochenergiephysik, Vienna, Austria
| | - I Mikulec
- Institut für Hochenergiephysik, Vienna, Austria
| | - F M Pitters
- Institut für Hochenergiephysik, Vienna, Austria
| | - N Rad
- Institut für Hochenergiephysik, Vienna, Austria
| | - J Schieck
- Institut für Hochenergiephysik, Vienna, Austria
| | - R Schöfbeck
- Institut für Hochenergiephysik, Vienna, Austria
| | - M Spanring
- Institut für Hochenergiephysik, Vienna, Austria
| | - S Templ
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - C-E Wulz
- Institut für Hochenergiephysik, Vienna, Austria
| | - M Zarucki
- Institut für Hochenergiephysik, Vienna, Austria
| | | | | | - D Di Croce
- Universiteit Antwerpen, Antwerpen, Belgium
| | - T Janssen
- Universiteit Antwerpen, Antwerpen, Belgium
| | - T Kello
- Universiteit Antwerpen, Antwerpen, Belgium
| | - A Lelek
- Universiteit Antwerpen, Antwerpen, Belgium
| | - M Pieters
- Universiteit Antwerpen, Antwerpen, Belgium
| | | | | | | | | | | | - F Blekman
- Vrije Universiteit Brussel, Brussel, Belgium
| | - E S Bols
- Vrije Universiteit Brussel, Brussel, Belgium
| | - S S Chhibra
- Vrije Universiteit Brussel, Brussel, Belgium
| | - J D'Hondt
- Vrije Universiteit Brussel, Brussel, Belgium
| | - J De Clercq
- Vrije Universiteit Brussel, Brussel, Belgium
| | | | - S Lowette
- Vrije Universiteit Brussel, Brussel, Belgium
| | | | - S Moortgat
- Vrije Universiteit Brussel, Brussel, Belgium
| | - A Morton
- Vrije Universiteit Brussel, Brussel, Belgium
| | - D Müller
- Vrije Universiteit Brussel, Brussel, Belgium
| | - Q Python
- Vrije Universiteit Brussel, Brussel, Belgium
| | - S Tavernier
- Vrije Universiteit Brussel, Brussel, Belgium
| | | | | | - D Beghin
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - B Bilin
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - B Clerbaux
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - B Dorney
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - L Favart
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - A Grebenyuk
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - A K Kalsi
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - I Makarenko
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - L Moureaux
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - L Pétré
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - A Popov
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - N Postiau
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - E Starling
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - L Thomas
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - P Vanlaer
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - D Vannerom
- Université Libre de Bruxelles, Bruxelles, Belgium
| | - L Wezenbeek
- Université Libre de Bruxelles, Bruxelles, Belgium
| | | | - D Dobur
- Ghent University, Ghent, Belgium
| | | | | | | | - C Roskas
- Ghent University, Ghent, Belgium
| | | | - M Tytgat
- Ghent University, Ghent, Belgium
| | | | | | - M Vit
- Ghent University, Ghent, Belgium
| | - G Bruno
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - F Bury
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - C Caputo
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - P David
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - C Delaere
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - M Delcourt
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - I S Donertas
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - A Giammanco
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - V Lemaitre
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - K Mondal
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - J Prisciandaro
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - A Taliercio
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - M Teklishyn
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - P Vischia
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - S Wertz
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - S Wuyckens
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - G A Alves
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - C Hensel
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - A Moraes
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - W L Aldá Júnior
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | - W Carvalho
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - J Chinellato
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - E Coelho
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - E M Da Costa
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - G G Da Silveira
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | - J Martins
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - M Medina Jaime
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - C Mora Herrera
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - L Mundim
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - H Nogima
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - P Rebello Teles
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - A Santoro
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - A Sznajder
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - M Thiel
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - A Vilela Pereira
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - C A Bernardes
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - L Calligaris
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | | | - E M Gregores
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - D S Lemos
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - P G Mercadante
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - S F Novaes
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - Sandra S Padula
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - A Aleksandrov
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - G Antchev
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - I Atanassov
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - R Hadjiiska
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - P Iaydjiev
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - M Misheva
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - M Rodozov
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - M Shopova
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - G Sultanov
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | | | - T Ivanov
- University of Sofia, Sofia, Bulgaria
| | - L Litov
- University of Sofia, Sofia, Bulgaria
| | - B Pavlov
- University of Sofia, Sofia, Bulgaria
| | - P Petkov
- University of Sofia, Sofia, Bulgaria
| | - A Petrov
- University of Sofia, Sofia, Bulgaria
| | - T Cheng
- Beihang University, Beijing, China
| | - W Fang
- Beihang University, Beijing, China
| | - Q Guo
- Beihang University, Beijing, China
| | - H Wang
- Beihang University, Beijing, China
| | - L Yuan
- Beihang University, Beijing, China
| | - M Ahmad
- Department of Physics, Tsinghua University, Beijing, China
| | - G Bauer
- Department of Physics, Tsinghua University, Beijing, China
| | - Z Hu
- Department of Physics, Tsinghua University, Beijing, China
| | - Y Wang
- Department of Physics, Tsinghua University, Beijing, China
| | - K Yi
- Department of Physics, Tsinghua University, Beijing, China
| | - E Chapon
- Institute of High Energy Physics, Beijing, China
| | - G M Chen
- Institute of High Energy Physics, Beijing, China
| | - H S Chen
- Institute of High Energy Physics, Beijing, China
| | - M Chen
- Institute of High Energy Physics, Beijing, China
| | - T Javaid
- Institute of High Energy Physics, Beijing, China
| | - A Kapoor
- Institute of High Energy Physics, Beijing, China
| | - D Leggat
- Institute of High Energy Physics, Beijing, China
| | - H Liao
- Institute of High Energy Physics, Beijing, China
| | - Z-A Liu
- Institute of High Energy Physics, Beijing, China
| | - R Sharma
- Institute of High Energy Physics, Beijing, China
| | - A Spiezia
- Institute of High Energy Physics, Beijing, China
| | - J Tao
- Institute of High Energy Physics, Beijing, China
| | | | - J Wang
- Institute of High Energy Physics, Beijing, China
| | - H Zhang
- Institute of High Energy Physics, Beijing, China
| | - S Zhang
- Institute of High Energy Physics, Beijing, China
| | - J Zhao
- Institute of High Energy Physics, Beijing, China
| | - A Agapitos
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Y Ban
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - C Chen
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Q Huang
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - A Levin
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Q Li
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - M Lu
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - X Lyu
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Y Mao
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - S J Qian
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - D Wang
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Q Wang
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - J Xiao
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Z You
- Sun Yat-Sen University, Guangzhou, China
| | - X Gao
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE) - Fudan University, Shanghai, China
| | - M Xiao
- Zhejiang University, Hangzhou, Zhejiang, China
| | - C Avila
- Universidad de Los Andes, Bogota, Colombia
| | - A Cabrera
- Universidad de Los Andes, Bogota, Colombia
| | - C Florez
- Universidad de Los Andes, Bogota, Colombia
| | - J Fraga
- Universidad de Los Andes, Bogota, Colombia
| | - A Sarkar
- Universidad de Los Andes, Bogota, Colombia
| | | | - J Jaramillo
- Universidad de Antioquia, Medellin, Colombia
| | | | - F Ramirez
- Universidad de Antioquia, Medellin, Colombia
| | | | | | | | - D Giljanovic
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - N Godinovic
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - D Lelas
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - I Puljak
- University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, Croatia
| | - Z Antunovic
- University of Split, Faculty of Science, Split, Croatia
| | - M Kovac
- University of Split, Faculty of Science, Split, Croatia
| | - T Sculac
- University of Split, Faculty of Science, Split, Croatia
| | | | - D Ferencek
- Institute Rudjer Boskovic, Zagreb, Croatia
| | - D Majumder
- Institute Rudjer Boskovic, Zagreb, Croatia
| | - M Roguljic
- Institute Rudjer Boskovic, Zagreb, Croatia
| | | | - T Susa
- Institute Rudjer Boskovic, Zagreb, Croatia
| | - M W Ather
- University of Cyprus, Nicosia, Cyprus
| | - A Attikis
- University of Cyprus, Nicosia, Cyprus
| | | | - A Ioannou
- University of Cyprus, Nicosia, Cyprus
| | - G Kole
- University of Cyprus, Nicosia, Cyprus
| | | | | | - J Mousa
- University of Cyprus, Nicosia, Cyprus
| | | | - F Ptochos
- University of Cyprus, Nicosia, Cyprus
| | - P A Razis
- University of Cyprus, Nicosia, Cyprus
| | | | - H Saka
- University of Cyprus, Nicosia, Cyprus
| | | | - M Finger
- Charles University, Prague, Czech Republic
| | - M Finger
- Charles University, Prague, Czech Republic
| | - A Kveton
- Charles University, Prague, Czech Republic
| | - J Tomsa
- Charles University, Prague, Czech Republic
| | - E Ayala
- Escuela Politecnica Nacional, Quito, Ecuador
| | | | - H Abdalla
- Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt
| | - A A Abdelalim
- Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt
| | - Y Assran
- Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt
| | - A Lotfy
- Center for High Energy Physics (CHEP-FU), Fayoum University, El-Fayoum, Egypt
| | - M A Mahmoud
- Center for High Energy Physics (CHEP-FU), Fayoum University, El-Fayoum, Egypt
| | - S Bhowmik
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | | | - R K Dewanjee
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - K Ehataht
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - M Kadastik
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - M Raidal
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - C Veelken
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - P Eerola
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - L Forthomme
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - H Kirschenmann
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - K Osterberg
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - M Voutilainen
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - E Brücken
- Helsinki Institute of Physics, Helsinki, Finland
| | - F Garcia
- Helsinki Institute of Physics, Helsinki, Finland
| | - J Havukainen
- Helsinki Institute of Physics, Helsinki, Finland
| | - V Karimäki
- Helsinki Institute of Physics, Helsinki, Finland
| | - M S Kim
- Helsinki Institute of Physics, Helsinki, Finland
| | - R Kinnunen
- Helsinki Institute of Physics, Helsinki, Finland
| | - T Lampén
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - S Lehti
- Helsinki Institute of Physics, Helsinki, Finland
| | - T Lindén
- Helsinki Institute of Physics, Helsinki, Finland
| | - H Siikonen
- Helsinki Institute of Physics, Helsinki, Finland
| | - E Tuominen
- Helsinki Institute of Physics, Helsinki, Finland
| | - J Tuominiemi
- Helsinki Institute of Physics, Helsinki, Finland
| | - P Luukka
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - T Tuuva
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - C Amendola
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Besancon
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - F Couderc
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Dejardin
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - D Denegri
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J L Faure
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - F Ferri
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - S Ganjour
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - A Givernaud
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - P Gras
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | | | - P Jarry
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - B Lenzi
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - E Locci
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J Malcles
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J Rander
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - A Rosowsky
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M Ö Sahin
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | | | - M Titov
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - G B Yu
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - S Ahuja
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - F Beaudette
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - M Bonanomi
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Buchot Perraguin
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - P Busson
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - C Charlot
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - O Davignon
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - B Diab
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - G Falmagne
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - R Granier de Cassagnac
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Hakimi
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - I Kucher
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Lobanov
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - C Martin Perez
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - M Nguyen
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - C Ochando
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - P Paganini
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J Rembser
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - R Salerno
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J B Sauvan
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - Y Sirois
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Zabi
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A Zghiche
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J-L Agram
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - J Andrea
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - D Bloch
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - G Bourgatte
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - J-M Brom
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - E C Chabert
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - C Collard
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - J-C Fontaine
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - D Gelé
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - U Goerlach
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - C Grimault
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - A-C Le Bihan
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - P Van Hove
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - E Asilar
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - S Beauceron
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - C Bernet
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - G Boudoul
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - C Camen
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - A Carle
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - N Chanon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - D Contardo
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - P Depasse
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - H El Mamouni
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - J Fay
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - S Gascon
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Gouzevitch
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - B Ille
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - Sa Jain
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - I B Laktineh
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - H Lattaud
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - A Lesauvage
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Lethuillier
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - L Mirabito
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - K Shchablo
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - L Torterotot
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - G Touquet
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - M Vander Donckt
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - S Viret
- Institut de Physique des 2 Infinis de Lyon (IP2I), Villeurbanne, France
| | - I Bagaturia
- Georgian Technical University, Tbilisi, Georgia
| | | | - L Feld
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - K Klein
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - M Lipinski
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - D Meuser
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - A Pauls
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - M P Rauch
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - J Schulz
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - M Teroerde
- RWTH Aachen University, I. Physikalisches Institut, Aachen, Germany
| | - D Eliseev
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Erdmann
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - P Fackeldey
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - B Fischer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Ghosh
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - T Hebbeker
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - K Hoepfner
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - H Keller
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - L Mastrolorenzo
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - M Merschmeyer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Meyer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - G Mocellin
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Mondal
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Mukherjee
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - D Noll
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Novak
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - T Pook
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Pozdnyakov
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - Y Rath
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - H Reithler
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - J Roemer
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Schmidt
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S C Schuler
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - A Sharma
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Wiedenbeck
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - S Zaleski
- RWTH Aachen University, III. Physikalisches Institut A, Aachen, Germany
| | - C Dziwok
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - G Flügge
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - W Haj Ahmad
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - O Hlushchenko
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - T Kress
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Nowack
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - C Pistone
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - O Pooth
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - D Roy
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - H Sert
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - A Stahl
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | - T Ziemons
- RWTH Aachen University, III. Physikalisches Institut B, Aachen, Germany
| | | | | | - P Asmuss
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - I Babounikau
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Baxter
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - O Behnke
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | - K Borras
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - V Botta
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Brunner
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Campbell
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Cardini
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - P Connor
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - V Danilov
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A De Wit
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - L Didukh
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - G Eckerlin
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Eckstein
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - E Gallo
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Geiser
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Giraldi
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Grohsjean
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Guthoff
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Harb
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Jafari
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - N Z Jomhari
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Kasem
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Kasemann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - H Kaveh
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Kleinwort
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - J Knolle
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Krücker
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - W Lange
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - T Lenz
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - J Lidrych
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - K Lipka
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - W Lohmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - T Madlener
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - R Mankel
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - J Metwally
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A B Meyer
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Meyer
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Missiroli
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - J Mnich
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Mussgiller
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - V Myronenko
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Otarid
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Pérez Adán
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S K Pflitsch
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Pitzl
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Raspereza
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Saggio
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Saibel
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M Savitskyi
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - V Scheurer
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - A Singh
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - N Tonon
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - O Turkot
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A Vagnerini
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - R Walsh
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D Walter
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y Wen
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - K Wichmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C Wissing
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S Wuchterl
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - O Zenaiev
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - R Zlebcik
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - S Bein
- University of Hamburg, Hamburg, Germany
| | - L Benato
- University of Hamburg, Hamburg, Germany
| | - A Benecke
- University of Hamburg, Hamburg, Germany
| | - K De Leo
- University of Hamburg, Hamburg, Germany
| | - T Dreyer
- University of Hamburg, Hamburg, Germany
| | | | - M Eich
- University of Hamburg, Hamburg, Germany
| | - F Feindt
- University of Hamburg, Hamburg, Germany
| | | | - C Garbers
- University of Hamburg, Hamburg, Germany
| | - E Garutti
- University of Hamburg, Hamburg, Germany
| | | | - J Haller
- University of Hamburg, Hamburg, Germany
| | | | | | | | - R Klanner
- University of Hamburg, Hamburg, Germany
| | - R Kogler
- University of Hamburg, Hamburg, Germany
| | - V Kutzner
- University of Hamburg, Hamburg, Germany
| | - J Lange
- University of Hamburg, Hamburg, Germany
| | - T Lange
- University of Hamburg, Hamburg, Germany
| | - A Malara
- University of Hamburg, Hamburg, Germany
| | | | | | | | - O Rieger
- University of Hamburg, Hamburg, Germany
| | | | | | | | - D Schwarz
- University of Hamburg, Hamburg, Germany
| | | | - H Stadie
- University of Hamburg, Hamburg, Germany
| | | | | | - I Zoi
- University of Hamburg, Hamburg, Germany
| | - J Bechtel
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - T Berger
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - E Butz
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Caspart
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - T Chwalek
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - W De Boer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Dierlamm
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Droll
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - K El Morabit
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - N Faltermann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - K Flöh
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Giffels
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A Gottmann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - F Hartmann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - C Heidecker
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - U Husemann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - I Katkov
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - P Keicher
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Koppenhöfer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Maier
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Metzler
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Mitra
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - Th Müller
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Musich
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - G Quast
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - K Rabbertz
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - J Rauser
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - D Savoiu
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - D Schäfer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Schnepf
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Schröder
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - D Seith
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - I Shvetsov
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - H J Simonis
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Ulrich
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Wassmer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M Weber
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R Wolf
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S Wozniewski
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - G Anagnostou
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - P Asenov
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - G Daskalakis
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - T Geralis
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Kyriakis
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - G Paspalaki
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A Stakia
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | | | - D Karasavvas
- National and Kapodistrian University of Athens, Athens, Greece
| | - G Karathanasis
- National and Kapodistrian University of Athens, Athens, Greece
| | - P Kontaxakis
- National and Kapodistrian University of Athens, Athens, Greece
| | - C K Koraka
- National and Kapodistrian University of Athens, Athens, Greece
| | | | - A Panagiotou
- National and Kapodistrian University of Athens, Athens, Greece
| | - I Papavergou
- National and Kapodistrian University of Athens, Athens, Greece
| | - N Saoulidou
- National and Kapodistrian University of Athens, Athens, Greece
| | - K Theofilatos
- National and Kapodistrian University of Athens, Athens, Greece
| | - E Tziaferi
- National and Kapodistrian University of Athens, Athens, Greece
| | - K Vellidis
- National and Kapodistrian University of Athens, Athens, Greece
| | - E Vourliotis
- National and Kapodistrian University of Athens, Athens, Greece
| | - G Bakas
- National Technical University of Athens, Athens, Greece
| | - K Kousouris
- National Technical University of Athens, Athens, Greece
| | | | - G Tsipolitis
- National Technical University of Athens, Athens, Greece
| | | | | | - C Foudas
- University of Ioánnina, Ioánnina, Greece
| | | | | | - P Kokkas
- University of Ioánnina, Ioánnina, Greece
| | - K Manitara
- University of Ioánnina, Ioánnina, Greece
| | - N Manthos
- University of Ioánnina, Ioánnina, Greece
| | | | | | - M Bartók
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - M Csanád
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - M M A Gadallah
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - S Lökös
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - P Major
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - K Mandal
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - A Mehta
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - G Pásztor
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - O Surányi
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - G I Veres
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - G Bencze
- Wigner Research Centre for Physics, Budapest, Hungary
| | - C Hajdu
- Wigner Research Centre for Physics, Budapest, Hungary
| | - D Horvath
- Wigner Research Centre for Physics, Budapest, Hungary
| | - F Sikler
- Wigner Research Centre for Physics, Budapest, Hungary
| | - V Veszpremi
- Wigner Research Centre for Physics, Budapest, Hungary
| | | | - S Czellar
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - J Karancsi
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - J Molnar
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - Z Szillasi
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - D Teyssier
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - P Raics
- Institute of Physics, University of Debrecen, Debrecen, Hungary
| | - Z L Trocsanyi
- Institute of Physics, University of Debrecen, Debrecen, Hungary
| | - B Ujvari
- Institute of Physics, University of Debrecen, Debrecen, Hungary
| | - T Csorgo
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - F Nemes
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - T Novak
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - S Choudhury
- Indian Institute of Science (IISc), Bangalore, India
| | | | - D Kumar
- Indian Institute of Science (IISc), Bangalore, India
| | - L Panwar
- Indian Institute of Science (IISc), Bangalore, India
| | - P C Tiwari
- Indian Institute of Science (IISc), Bangalore, India
| | - S Bansal
- Panjab University, Chandigarh, India
| | - S B Beri
- Panjab University, Chandigarh, India
| | | | | | - S Chauhan
- Panjab University, Chandigarh, India
| | - N Dhingra
- Panjab University, Chandigarh, India
| | - R Gupta
- Panjab University, Chandigarh, India
| | - A Kaur
- Panjab University, Chandigarh, India
| | - S Kaur
- Panjab University, Chandigarh, India
| | - P Kumari
- Panjab University, Chandigarh, India
| | - M Meena
- Panjab University, Chandigarh, India
| | - K Sandeep
- Panjab University, Chandigarh, India
| | - S Sharma
- Panjab University, Chandigarh, India
| | - J B Singh
- Panjab University, Chandigarh, India
| | - A K Virdi
- Panjab University, Chandigarh, India
| | - A Ahmed
- University of Delhi, Delhi, India
| | | | | | - R B Garg
- University of Delhi, Delhi, India
| | - M Gola
- University of Delhi, Delhi, India
| | - S Keshri
- University of Delhi, Delhi, India
| | - A Kumar
- University of Delhi, Delhi, India
| | | | | | - K Ranjan
- University of Delhi, Delhi, India
| | - A Shah
- University of Delhi, Delhi, India
| | - M Bharti
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | | | | | - D Bhowmik
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Dutta
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Ghosh
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - B Gomber
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - M Maity
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Nandan
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - P Palit
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - P K Rout
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - G Saha
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - B Sahu
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Sarkar
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - M Sharan
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - B Singh
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S Thakur
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - P K Behera
- Indian Institute of Technology Madras, Madras, India
| | - S C Behera
- Indian Institute of Technology Madras, Madras, India
| | - P Kalbhor
- Indian Institute of Technology Madras, Madras, India
| | - A Muhammad
- Indian Institute of Technology Madras, Madras, India
| | - R Pradhan
- Indian Institute of Technology Madras, Madras, India
| | - P R Pujahari
- Indian Institute of Technology Madras, Madras, India
| | - A Sharma
- Indian Institute of Technology Madras, Madras, India
| | - A K Sikdar
- Indian Institute of Technology Madras, Madras, India
| | - D Dutta
- Bhabha Atomic Research Centre, Mumbai, India
| | - V Kumar
- Bhabha Atomic Research Centre, Mumbai, India
| | - K Naskar
- Bhabha Atomic Research Centre, Mumbai, India
| | | | - L M Pant
- Bhabha Atomic Research Centre, Mumbai, India
| | - P Shukla
- Bhabha Atomic Research Centre, Mumbai, India
| | - T Aziz
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - M A Bhat
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - S Dugad
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - R Kumar Verma
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - G B Mohanty
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - U Sarkar
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - S Banerjee
- Tata Institute of Fundamental Research-B, Mumbai, India
| | | | - S Chatterjee
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - R Chudasama
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - M Guchait
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Karmakar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Kumar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - G Majumder
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - K Mazumdar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Mukherjee
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - D Roy
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S Bahinipati
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - D Dash
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - C Kar
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - P Mal
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - T Mishra
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - V K Muraleedharan Nair Bindhu
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - A Nayak
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - N Sur
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - S K Swain
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha, India
| | - S Dube
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - B Kansal
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - S Pandey
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - A Rane
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - A Rastogi
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - S Sharma
- Indian Institute of Science Education and Research (IISER), Pune, India
| | | | - M Zeinali
- Isfahan University of Technology, Isfahan, Iran
| | - S Chenarani
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | - S M Etesami
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | - M Khakzad
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | | | - M Felcini
- University College Dublin, Dublin, Ireland
| | | | - M Abbrescia
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - R Aly
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - C Aruta
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | | | - D Creanza
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - N De Filippis
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - M De Palma
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Di Florio
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Di Pilato
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - W Elmetenawee
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - L Fiore
- INFN Sezione di Bari, Bari, Italy
| | - A Gelmi
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - M Gul
- INFN Sezione di Bari, Bari, Italy
| | - G Iaselli
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - M Ince
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - S Lezki
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - G Maggi
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | - M Maggi
- INFN Sezione di Bari, Bari, Italy
| | - I Margjeka
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - V Mastrapasqua
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | | | - S My
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - S Nuzzo
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - A Pompili
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | - G Pugliese
- INFN Sezione di Bari, Bari, Italy
- Politecnico di Bari, Bari, Italy
| | | | - G Selvaggi
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | | | - F M Simone
- INFN Sezione di Bari, Bari, Italy
- Università di Bari, Bari, Italy
| | | | | | | | - C Battilana
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - D Bonacorsi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | | | - R Campanini
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - P Capiluppi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - A Castro
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - C Ciocca
- INFN Sezione di Bologna, Bologna, Italy
| | - M Cuffiani
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - T Diotalevi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - F Fabbri
- INFN Sezione di Bologna, Bologna, Italy
| | - A Fanfani
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - E Fontanesi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - L Giommi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - C Grandi
- INFN Sezione di Bologna, Bologna, Italy
| | - L Guiducci
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - F Iemmi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - S Lo Meo
- INFN Sezione di Bologna, Bologna, Italy
| | | | - G Masetti
- INFN Sezione di Bologna, Bologna, Italy
| | - F L Navarria
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | | | - F Primavera
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - A M Rossi
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - T Rovelli
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - G P Siroli
- INFN Sezione di Bologna, Bologna, Italy
- Università di Bologna, Bologna, Italy
| | - N Tosi
- INFN Sezione di Bologna, Bologna, Italy
| | - S Albergo
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | - S Costa
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | | | - R Potenza
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | - A Tricomi
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | - C Tuve
- INFN Sezione di Catania, Catania, Italy
- Università di Catania, Catania, Italy
| | | | - A Cassese
- INFN Sezione di Firenze, Firenze, Italy
| | - R Ceccarelli
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - V Ciulli
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | | | - R D'Alessandro
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - F Fiori
- INFN Sezione di Firenze, Firenze, Italy
| | - E Focardi
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - G Latino
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - P Lenzi
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | - M Lizzo
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | | | | | - R Seidita
- INFN Sezione di Firenze, Firenze, Italy
- Università di Firenze, Firenze, Italy
| | | | - L Viliani
- INFN Sezione di Firenze, Firenze, Italy
| | - L Benussi
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - S Bianco
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - D Piccolo
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - M Bozzo
- INFN Sezione di Genova, Genova, Italy
- Università di Genova, Genova, Italy
| | - F Ferro
- INFN Sezione di Genova, Genova, Italy
| | - R Mulargia
- INFN Sezione di Genova, Genova, Italy
- Università di Genova, Genova, Italy
| | - E Robutti
- INFN Sezione di Genova, Genova, Italy
| | - S Tosi
- INFN Sezione di Genova, Genova, Italy
- Università di Genova, Genova, Italy
| | - A Benaglia
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - A Beschi
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - F Brivio
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - F Cetorelli
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - V Ciriolo
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - F De Guio
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - M E Dinardo
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - P Dini
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - S Gennai
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - A Ghezzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - P Govoni
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - L Guzzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - M Malberti
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - S Malvezzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - A Massironi
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - D Menasce
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - F Monti
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - L Moroni
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - M Paganoni
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - D Pedrini
- INFN Sezione di Milano-Bicocca, Milano, Italy
| | - S Ragazzi
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - T Tabarelli de Fatis
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - D Valsecchi
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | - D Zuolo
- INFN Sezione di Milano-Bicocca, Milano, Italy
- Università di Milano-Bicocca, Milano, Italy
| | | | - N Cavallo
- INFN Sezione di Napoli, Napoli, Italy
- Università della Basilicata, Potenza, Italy
| | - A De Iorio
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - F Fabozzi
- INFN Sezione di Napoli, Napoli, Italy
- Università della Basilicata, Potenza, Italy
| | - F Fienga
- INFN Sezione di Napoli, Napoli, Italy
| | - A O M Iorio
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - L Lista
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - S Meola
- INFN Sezione di Napoli, Napoli, Italy
- Università G. Marconi, Roma, Italy
| | | | - B Rossi
- INFN Sezione di Napoli, Napoli, Italy
| | - C Sciacca
- INFN Sezione di Napoli, Napoli, Italy
- Università di Napoli 'Federico II', Napoli, Italy
| | - P Azzi
- INFN Sezione di Padova, Padova, Italy
| | | | - D Bisello
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | | | - A Bragagnolo
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - R Carlin
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | | | | | - T Dorigo
- INFN Sezione di Padova, Padova, Italy
| | - F Gasparini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - U Gasparini
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - S Y Hoh
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - L Layer
- INFN Sezione di Padova, Padova, Italy
| | - M Margoni
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - A T Meneguzzo
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - M Presilla
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - P Ronchese
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - R Rossin
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - F Simonetto
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - G Strong
- INFN Sezione di Padova, Padova, Italy
| | - M Tosi
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - H Yarar
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - M Zanetti
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - P Zotto
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - A Zucchetta
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - G Zumerle
- INFN Sezione di Padova, Padova, Italy
- Università di Padova, Padova, Italy
| | - C Aime
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | | | - S Calzaferri
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - D Fiorina
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - P Montagna
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - S P Ratti
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - V Re
- INFN Sezione di Pavia, Pavia, Italy
| | - M Ressegotti
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - C Riccardi
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | | | - I Vai
- INFN Sezione di Pavia, Pavia, Italy
| | - P Vitulo
- INFN Sezione di Pavia, Pavia, Italy
- Università di Pavia, Pavia, Italy
| | - M Biasini
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - G M Bilei
- INFN Sezione di Perugia, Perugia, Italy
| | - D Ciangottini
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - L Fanò
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - P Lariccia
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - G Mantovani
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - V Mariani
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | | | | | - A Piccinelli
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - A Rossi
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - A Santocchia
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | - D Spiga
- INFN Sezione di Perugia, Perugia, Italy
| | - T Tedeschi
- INFN Sezione di Perugia, Perugia, Italy
- Università di Perugia, Perugia, Italy
| | | | | | | | - V Bertacchi
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | | | | | - M A Ciocci
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | | | - M R Di Domenico
- INFN Sezione di Pisa, Pisa, Italy
- Università di Siena, Siena, Italy
| | - S Donato
- INFN Sezione di Pisa, Pisa, Italy
| | - L Giannini
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | - A Giassi
- INFN Sezione di Pisa, Pisa, Italy
| | | | - F Ligabue
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | - E Manca
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | - G Mandorli
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | - A Messineo
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - F Palla
- INFN Sezione di Pisa, Pisa, Italy
| | - G Ramirez-Sanchez
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | - A Rizzi
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - G Rolandi
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | - S Roy Chowdhury
- INFN Sezione di Pisa, Pisa, Italy
- Scuola Normale Superiore di Pisa, Pisa, Italy
| | | | - N Shafiei
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | | | | | - G Tonelli
- INFN Sezione di Pisa, Pisa, Italy
- Università di Pisa, Pisa, Italy
| | - N Turini
- INFN Sezione di Pisa, Pisa, Italy
- Università di Siena, Siena, Italy
| | | | | | | | - M Cipriani
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - D Del Re
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - M Diemoz
- INFN Sezione di Roma, Roma, Italy
| | - E Longo
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - G Organtini
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - R Paramatti
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - C Quaranta
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - S Rahatlou
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | | | - F Santanastasio
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - L Soffi
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - R Tramontano
- INFN Sezione di Roma, Roma, Italy
- Sapienza Università di Roma, Roma, Italy
| | - N Amapane
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - R Arcidiacono
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | - S Argiro
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Arneodo
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | | | - R Bellan
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Bellora
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | - C Biino
- INFN Sezione di Torino, Torino, Italy
| | - A Cappati
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | - S Cometti
- INFN Sezione di Torino, Torino, Italy
| | - M Costa
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - R Covarelli
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - N Demaria
- INFN Sezione di Torino, Torino, Italy
| | - B Kiani
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - F Legger
- INFN Sezione di Torino, Torino, Italy
| | | | - S Maselli
- INFN Sezione di Torino, Torino, Italy
| | - E Migliore
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - V Monaco
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - E Monteil
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Monteno
- INFN Sezione di Torino, Torino, Italy
| | - M M Obertino
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - G Ortona
- INFN Sezione di Torino, Torino, Italy
| | - L Pacher
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | | | - G L Pinna Angioni
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - M Ruspa
- INFN Sezione di Torino, Torino, Italy
- Università del Piemonte Orientale, Novara, Italy
| | - R Salvatico
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - F Siviero
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - V Sola
- INFN Sezione di Torino, Torino, Italy
| | - A Solano
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - D Soldi
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - A Staiano
- INFN Sezione di Torino, Torino, Italy
| | - M Tornago
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | - D Trocino
- INFN Sezione di Torino, Torino, Italy
- Università di Torino, Torino, Italy
| | | | - V Candelise
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - M Casarsa
- INFN Sezione di Trieste, Trieste, Italy
| | | | - A Da Rold
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - G Della Ricca
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - F Vazzoler
- INFN Sezione di Trieste, Trieste, Italy
- Università di Trieste, Trieste, Italy
| | - S Dogra
- Kyungpook National University, Daegu, Korea
| | - C Huh
- Kyungpook National University, Daegu, Korea
| | - B Kim
- Kyungpook National University, Daegu, Korea
| | - D H Kim
- Kyungpook National University, Daegu, Korea
| | - G N Kim
- Kyungpook National University, Daegu, Korea
| | - J Lee
- Kyungpook National University, Daegu, Korea
| | - S W Lee
- Kyungpook National University, Daegu, Korea
| | - C S Moon
- Kyungpook National University, Daegu, Korea
| | - Y D Oh
- Kyungpook National University, Daegu, Korea
| | - S I Pak
- Kyungpook National University, Daegu, Korea
| | | | - S Sekmen
- Kyungpook National University, Daegu, Korea
| | - Y C Yang
- Kyungpook National University, Daegu, Korea
| | - H Kim
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - D H Moon
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | | | - T J Kim
- Hanyang University, Seoul, Korea
| | - J Park
- Hanyang University, Seoul, Korea
| | - S Cho
- Korea University, Seoul, Korea
| | - S Choi
- Korea University, Seoul, Korea
| | - Y Go
- Korea University, Seoul, Korea
| | - S Ha
- Korea University, Seoul, Korea
| | - B Hong
- Korea University, Seoul, Korea
| | - B Kim
- Korea University, Seoul, Korea
| | - K Lee
- Korea University, Seoul, Korea
| | - K S Lee
- Korea University, Seoul, Korea
| | - J Lim
- Korea University, Seoul, Korea
| | - J Park
- Korea University, Seoul, Korea
| | | | - J Yoo
- Korea University, Seoul, Korea
| | - J Goh
- Kyung Hee University, Department of Physics, Seoul, Korea
| | - A Gurtu
- Kyung Hee University, Department of Physics, Seoul, Korea
| | - H S Kim
- Sejong University, Seoul, Korea
| | - Y Kim
- Sejong University, Seoul, Korea
| | - J Almond
- Seoul National University, Seoul, Korea
| | - J H Bhyun
- Seoul National University, Seoul, Korea
| | - J Choi
- Seoul National University, Seoul, Korea
| | - S Jeon
- Seoul National University, Seoul, Korea
| | - J Kim
- Seoul National University, Seoul, Korea
| | - J S Kim
- Seoul National University, Seoul, Korea
| | - S Ko
- Seoul National University, Seoul, Korea
| | - H Kwon
- Seoul National University, Seoul, Korea
| | - H Lee
- Seoul National University, Seoul, Korea
| | - K Lee
- Seoul National University, Seoul, Korea
| | - S Lee
- Seoul National University, Seoul, Korea
| | - K Nam
- Seoul National University, Seoul, Korea
| | - B H Oh
- Seoul National University, Seoul, Korea
| | - M Oh
- Seoul National University, Seoul, Korea
| | - S B Oh
- Seoul National University, Seoul, Korea
| | - H Seo
- Seoul National University, Seoul, Korea
| | - U K Yang
- Seoul National University, Seoul, Korea
| | - I Yoon
- Seoul National University, Seoul, Korea
| | - D Jeon
- University of Seoul, Seoul, Korea
| | - J H Kim
- University of Seoul, Seoul, Korea
| | - B Ko
- University of Seoul, Seoul, Korea
| | | | - I C Park
- University of Seoul, Seoul, Korea
| | - Y Roh
- University of Seoul, Seoul, Korea
| | - D Song
- University of Seoul, Seoul, Korea
| | | | - H D Yoo
- Yonsei University, Department of Physics, Seoul, Korea
| | - Y Choi
- Sungkyunkwan University, Suwon, Korea
| | - C Hwang
- Sungkyunkwan University, Suwon, Korea
| | - Y Jeong
- Sungkyunkwan University, Suwon, Korea
| | - H Lee
- Sungkyunkwan University, Suwon, Korea
| | - Y Lee
- Sungkyunkwan University, Suwon, Korea
| | - I Yu
- Sungkyunkwan University, Suwon, Korea
| | - Y Maghrbi
- College of Engineering and Technology, American University of the Middle East (AUM), Dasman, Kuwait
| | | | | | | | | | | | - W A T Wan Abdullah
- National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
| | - M N Yusli
- National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Z Zolkapli
- National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
| | - J F Benitez
- Universidad de Sonora (UNISON), Hermosillo, Mexico
| | | | | | | | - G Ayala
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | - H Castilla-Valdez
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | - E De La Cruz-Burelo
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | - R Lopez-Fernandez
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | - D A Perez Navarro
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | - A Sánchez Hernández
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | | | | | | | - J Eysermans
- Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
| | - I Pedraza
- Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
| | | | | | - A Morelos Pineda
- Universidad Autónoma de San Luis Potosí, San Luis Potosí, Mexico
| | | | - N Raicevic
- University of Montenegro, Podgorica, Montenegro
| | - D Krofcheck
- University of Auckland, Auckland, New Zealand
| | - S Bheesette
- University of Canterbury, Christchurch, New Zealand
| | - P H Butler
- University of Canterbury, Christchurch, New Zealand
| | - A Ahmad
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M I Asghar
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - A Awais
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M I M Awan
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - H R Hoorani
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - W A Khan
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M A Shah
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M Shoaib
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M Waqas
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - V Avati
- AGH University of Science and Technology Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - L Grzanka
- AGH University of Science and Technology Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - M Malawski
- AGH University of Science and Technology Faculty of Computer Science, Electronics and Telecommunications, Krakow, Poland
| | - H Bialkowska
- National Centre for Nuclear Research, Swierk, Poland
| | - M Bluj
- National Centre for Nuclear Research, Swierk, Poland
| | - B Boimska
- National Centre for Nuclear Research, Swierk, Poland
| | - T Frueboes
- National Centre for Nuclear Research, Swierk, Poland
| | - M Górski
- National Centre for Nuclear Research, Swierk, Poland
| | - M Kazana
- National Centre for Nuclear Research, Swierk, Poland
| | - M Szleper
- National Centre for Nuclear Research, Swierk, Poland
| | - P Traczyk
- National Centre for Nuclear Research, Swierk, Poland
| | - P Zalewski
- National Centre for Nuclear Research, Swierk, Poland
| | - K Bunkowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - K Doroba
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - A Kalinowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - M Konecki
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - J Krolikowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - M Walczak
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - M Araujo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - P Bargassa
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - D Bastos
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - A Boletti
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - P Faccioli
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - M Gallinaro
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Hollar
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - N Leonardo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - T Niknejad
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Seixas
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - K Shchelina
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - O Toldaiev
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - J Varela
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa, Portugal
| | - P Adzic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - M Dordevic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - P Milenovic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - J Milosevic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - M Aguilar-Benitez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Alcaraz Maestre
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - A Álvarez Fernández
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - I Bachiller
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M Barrio Luna
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C F Bedoya
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C A Carrillo Montoya
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M Cepeda
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M Cerrada
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - N Colino
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - B De La Cruz
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - A Delgado Peris
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J P Fernández Ramos
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J Flix
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M C Fouz
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - O Gonzalez Lopez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - S Goy Lopez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J M Hernandez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M I Josa
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J León Holgado
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D Moran
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - Á Navarro Tobar
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | | | - J Puerta Pelayo
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - I Redondo
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - L Romero
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - S Sánchez Navas
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M S Soares
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - L Urda Gómez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C Willmott
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C Albajar
- Universidad Autónoma de Madrid, Madrid, Spain
| | | | | | - B Alvarez Gonzalez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J Cuevas
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - C Erice
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J Fernandez Menendez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - S Folgueras
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - I Gonzalez Caballero
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - E Palencia Cortezon
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - C Ramón Álvarez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J Ripoll Sau
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - V Rodríguez Bouza
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - S Sanchez Cruz
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - A Trapote
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J A Brochero Cifuentes
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - I J Cabrillo
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - A Calderon
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - B Chazin Quero
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J Duarte Campderros
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - M Fernandez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - P J Fernández Manteca
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - A García Alonso
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - G Gomez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Martinez Rivero
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | | | - F Matorras
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J Piedra Gomez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C Prieels
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - F Ricci-Tam
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - T Rodrigo
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - A Ruiz-Jimeno
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - L Scodellaro
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - I Vila
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J M Vizan Garcia
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | | | | | | | | | | | - K Liyanage
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - N Perera
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - N Wickramage
- University of Ruhuna, Department of Physics, Matara, Sri Lanka
| | - T K Aarrestad
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Abbaneo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Auffray
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Auzinger
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Baechler
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Baillon
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A H Ball
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Barney
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Bendavid
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - N Beni
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Bianco
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Bocci
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Bossini
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Brondolin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - T Camporesi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Capeans Garrido
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Cerminara
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Cristella
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D d'Enterria
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Dabrowski
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - N Daci
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A David
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A De Roeck
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Deile
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - R Di Maria
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Dobson
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Dünser
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - N Dupont
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Elliott-Peisert
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - N Emriskova
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Fallavollita
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Fasanella
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Fiorendi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Florent
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Franzoni
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Fulcher
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - W Funk
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Giani
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Gigi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K Gill
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Glege
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Gouskos
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Guilbaud
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Haranko
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Hegeman
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - Y Iiyama
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - V Innocente
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - T James
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Janot
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Kaspar
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Kieseler
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Komm
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - N Kratochwil
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Lange
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Laurila
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Lecoq
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K Long
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Lourenço
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Malgeri
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Mallios
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Mannelli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Meijers
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Mersi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Meschi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Moortgat
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Mulders
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Orfanelli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Orsini
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F Pantaleo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Pape
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E Perez
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Peruzzi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Petrilli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G Petrucciani
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Pfeiffer
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Pierini
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - T Quast
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Rabady
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Racz
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Rieger
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Rovere
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - H Sakulin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J Salfeld-Nebgen
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Scarfi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C Schäfer
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Selvaggi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Sharma
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Silva
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - W Snoeys
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P Sphicas
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S Summers
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - V R Tavolaro
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D Treille
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Tsirou
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G P Van Onsem
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A Vartak
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M Verzetti
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K A Wozniak
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - W D Zeuner
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L Caminada
- Paul Scherrer Institut, Villigen, Switzerland
| | - W Erdmann
- Paul Scherrer Institut, Villigen, Switzerland
| | | | - Q Ingram
- Paul Scherrer Institut, Villigen, Switzerland
| | - H C Kaestli
- Paul Scherrer Institut, Villigen, Switzerland
| | - D Kotlinski
- Paul Scherrer Institut, Villigen, Switzerland
| | - T Rohe
- Paul Scherrer Institut, Villigen, Switzerland
| | - M Backhaus
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - P Berger
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A Calandri
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - N Chernyavskaya
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A De Cosa
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - G Dissertori
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Dittmar
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Donegà
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Dorfer
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - T Gadek
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - T A Gómez Espinosa
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Grab
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Hits
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - W Lustermann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A-M Lyon
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R A Manzoni
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M T Meinhard
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Micheli
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Nessi-Tedaldi
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - J Niedziela
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F Pauss
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - V Perovic
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - G Perrin
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - S Pigazzini
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M G Ratti
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Reichmann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Reissel
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - T Reitenspiess
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - B Ristic
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D Ruini
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D A Sanz Becerra
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M Schönenberger
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - V Stampf
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - J Steggemann
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R Wallny
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D H Zhu
- ETH Zurich - Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C Amsler
- Universität Zürich, Zurich, Switzerland
| | - C Botta
- Universität Zürich, Zurich, Switzerland
| | | | | | | | | | - M Huwiler
- Universität Zürich, Zurich, Switzerland
| | | | | | | | | | - P Meiring
- Universität Zürich, Zurich, Switzerland
| | | | | | | | - G Rauco
- Universität Zürich, Zurich, Switzerland
| | - A Reimers
- Universität Zürich, Zurich, Switzerland
| | - P Robmann
- Universität Zürich, Zurich, Switzerland
| | | | | | - C Adloff
- National Central University, Chung-Li, Taiwan
| | - C M Kuo
- National Central University, Chung-Li, Taiwan
| | - W Lin
- National Central University, Chung-Li, Taiwan
| | - A Roy
- National Central University, Chung-Li, Taiwan
| | - T Sarkar
- National Central University, Chung-Li, Taiwan
| | - S S Yu
- National Central University, Chung-Li, Taiwan
| | - L Ceard
- National Taiwan University (NTU), Taipei, Taiwan
| | - P Chang
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y Chao
- National Taiwan University (NTU), Taipei, Taiwan
| | - K F Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - P H Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - W-S Hou
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y Y Li
- National Taiwan University (NTU), Taipei, Taiwan
| | - R-S Lu
- National Taiwan University (NTU), Taipei, Taiwan
| | - E Paganis
- National Taiwan University (NTU), Taipei, Taiwan
| | - A Psallidas
- National Taiwan University (NTU), Taipei, Taiwan
| | - A Steen
- National Taiwan University (NTU), Taipei, Taiwan
| | - E Yazgan
- National Taiwan University (NTU), Taipei, Taiwan
| | - B Asavapibhop
- Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand
| | - C Asawatangtrakuldee
- Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand
| | - N Srimanobhas
- Chulalongkorn University, Faculty of Science, Department of Physics, Bangkok, Thailand
| | - F Boran
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - S Damarseckin
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - Z S Demiroglu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - F Dolek
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - C Dozen
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - I Dumanoglu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Eskut
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - G Gokbulut
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - Y Guler
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E Gurpinar Guler
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - I Hos
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - C Isik
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - E E Kangal
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - O Kara
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - A Kayis Topaksu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - U Kiminsu
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - G Onengut
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - K Ozdemir
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - A Polatoz
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - A E Simsek
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - B Tali
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - U G Tok
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - S Turkcapar
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - I S Zorbakir
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - C Zorbilmez
- Çukurova University, Physics Department, Science and Art Faculty, Adana, Turkey
| | - B Isildak
- Middle East Technical University, Physics Department, Ankara, Turkey
| | - G Karapinar
- Middle East Technical University, Physics Department, Ankara, Turkey
| | - K Ocalan
- Middle East Technical University, Physics Department, Ankara, Turkey
| | - M Yalvac
- Middle East Technical University, Physics Department, Ankara, Turkey
| | - B Akgun
- Bogazici University, Istanbul, Turkey
| | | | - E Gülmez
- Bogazici University, Istanbul, Turkey
| | - M Kaya
- Bogazici University, Istanbul, Turkey
| | - O Kaya
- Bogazici University, Istanbul, Turkey
| | - Ö Özçelik
- Bogazici University, Istanbul, Turkey
| | - S Tekten
- Bogazici University, Istanbul, Turkey
| | | | - A Cakir
- Istanbul Technical University, Istanbul, Turkey
| | - K Cankocak
- Istanbul Technical University, Istanbul, Turkey
| | - Y Komurcu
- Istanbul Technical University, Istanbul, Turkey
| | - S Sen
- Istanbul Technical University, Istanbul, Turkey
| | | | - S Cerci
- Istanbul University, Istanbul, Turkey
| | - B Kaynak
- Istanbul University, Istanbul, Turkey
| | | | | | - B Grynyov
- Institute for Scintillation Materials of National Academy of Science of Ukraine, Kharkiv, Ukraine
| | - L Levchuk
- National Science Centre, Kharkiv Institute of Physics and Technology, Kharkiv, Ukraine
| | - E Bhal
- University of Bristol, Bristol, United Kingdom
| | - S Bologna
- University of Bristol, Bristol, United Kingdom
| | - J J Brooke
- University of Bristol, Bristol, United Kingdom
| | - E Clement
- University of Bristol, Bristol, United Kingdom
| | - D Cussans
- University of Bristol, Bristol, United Kingdom
| | - H Flacher
- University of Bristol, Bristol, United Kingdom
| | - J Goldstein
- University of Bristol, Bristol, United Kingdom
| | - G P Heath
- University of Bristol, Bristol, United Kingdom
| | - H F Heath
- University of Bristol, Bristol, United Kingdom
| | - L Kreczko
- University of Bristol, Bristol, United Kingdom
| | - B Krikler
- University of Bristol, Bristol, United Kingdom
| | | | - T Sakuma
- University of Bristol, Bristol, United Kingdom
| | | | - V J Smith
- University of Bristol, Bristol, United Kingdom
| | - N Stylianou
- University of Bristol, Bristol, United Kingdom
| | - J Taylor
- University of Bristol, Bristol, United Kingdom
| | - A Titterton
- University of Bristol, Bristol, United Kingdom
| | - K W Bell
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - A Belyaev
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - C Brew
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - R M Brown
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - K V Ellis
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - K Harder
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - S Harper
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - J Linacre
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - D M Newbold
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - E Olaiya
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - D Petyt
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Reis
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Schuh
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - A Thea
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - I R Tomalin
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | - T Williams
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | - P Bloch
- Imperial College, London, United Kingdom
| | | | - J Borg
- Imperial College, London, United Kingdom
| | - S Breeze
- Imperial College, London, United Kingdom
| | | | - A Bundock
- Imperial College, London, United Kingdom
| | - V Cepaitis
- Imperial College, London, United Kingdom
| | - G S Chahal
- Imperial College, London, United Kingdom
| | - D Colling
- Imperial College, London, United Kingdom
| | - P Dauncey
- Imperial College, London, United Kingdom
| | - G Davies
- Imperial College, London, United Kingdom
| | | | - G Fedi
- Imperial College, London, United Kingdom
| | - G Hall
- Imperial College, London, United Kingdom
| | - G Iles
- Imperial College, London, United Kingdom
| | - J Langford
- Imperial College, London, United Kingdom
| | - L Lyons
- Imperial College, London, United Kingdom
| | - A-M Magnan
- Imperial College, London, United Kingdom
| | - S Malik
- Imperial College, London, United Kingdom
| | - A Martelli
- Imperial College, London, United Kingdom
| | | | - J Nash
- Imperial College, London, United Kingdom
| | | | - M Pesaresi
- Imperial College, London, United Kingdom
| | | | - A Richards
- Imperial College, London, United Kingdom
| | - A Rose
- Imperial College, London, United Kingdom
| | - E Scott
- Imperial College, London, United Kingdom
| | - C Seez
- Imperial College, London, United Kingdom
| | | | - M Stoye
- Imperial College, London, United Kingdom
| | - A Tapper
- Imperial College, London, United Kingdom
| | - K Uchida
- Imperial College, London, United Kingdom
| | - T Virdee
- Imperial College, London, United Kingdom
| | - N Wardle
- Imperial College, London, United Kingdom
| | - S N Webb
- Imperial College, London, United Kingdom
| | | | | | - J E Cole
- Brunel University, Uxbridge, United Kingdom
| | - P R Hobson
- Brunel University, Uxbridge, United Kingdom
| | - A Khan
- Brunel University, Uxbridge, United Kingdom
| | - P Kyberd
- Brunel University, Uxbridge, United Kingdom
| | - C K Mackay
- Brunel University, Uxbridge, United Kingdom
| | - I D Reid
- Brunel University, Uxbridge, United Kingdom
| | | | - S Zahid
- Brunel University, Uxbridge, United Kingdom
| | | | | | - K Call
- Baylor University, Waco, Texas, USA
| | | | | | | | | | - C Madrid
- Baylor University, Waco, Texas, USA
| | | | | | - S Sawant
- Baylor University, Waco, Texas, USA
| | - C Smith
- Baylor University, Waco, Texas, USA
| | - J Wilson
- Baylor University, Waco, Texas, USA
| | - R Bartek
- Catholic University of America, Washington, DC, USA
| | - A Dominguez
- Catholic University of America, Washington, DC, USA
| | - R Uniyal
- Catholic University of America, Washington, DC, USA
| | | | - A Buccilli
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - O Charaf
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - S I Cooper
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - S V Gleyzer
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - C Henderson
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - C U Perez
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - P Rumerio
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - C West
- The University of Alabama, Tuscaloosa, Alabama, USA
| | - A Akpinar
- Boston University, Boston, Massachusetts, USA
| | - A Albert
- Boston University, Boston, Massachusetts, USA
| | - D Arcaro
- Boston University, Boston, Massachusetts, USA
| | - C Cosby
- Boston University, Boston, Massachusetts, USA
| | - Z Demiragli
- Boston University, Boston, Massachusetts, USA
| | - D Gastler
- Boston University, Boston, Massachusetts, USA
| | - J Rohlf
- Boston University, Boston, Massachusetts, USA
| | - K Salyer
- Boston University, Boston, Massachusetts, USA
| | - D Sperka
- Boston University, Boston, Massachusetts, USA
| | - D Spitzbart
- Boston University, Boston, Massachusetts, USA
| | - I Suarez
- Boston University, Boston, Massachusetts, USA
| | - S Yuan
- Boston University, Boston, Massachusetts, USA
| | - D Zou
- Boston University, Boston, Massachusetts, USA
| | - G Benelli
- Brown University, Providence, Rhode Island, USA
| | - B Burkle
- Brown University, Providence, Rhode Island, USA
| | - X Coubez
- Brown University, Providence, Rhode Island, USA
| | - D Cutts
- Brown University, Providence, Rhode Island, USA
| | - Y T Duh
- Brown University, Providence, Rhode Island, USA
| | - M Hadley
- Brown University, Providence, Rhode Island, USA
| | - U Heintz
- Brown University, Providence, Rhode Island, USA
| | - J M Hogan
- Brown University, Providence, Rhode Island, USA
| | - K H M Kwok
- Brown University, Providence, Rhode Island, USA
| | - E Laird
- Brown University, Providence, Rhode Island, USA
| | - G Landsberg
- Brown University, Providence, Rhode Island, USA
| | - K T Lau
- Brown University, Providence, Rhode Island, USA
| | - J Lee
- Brown University, Providence, Rhode Island, USA
| | - M Narain
- Brown University, Providence, Rhode Island, USA
| | - S Sagir
- Brown University, Providence, Rhode Island, USA
| | - R Syarif
- Brown University, Providence, Rhode Island, USA
| | - E Usai
- Brown University, Providence, Rhode Island, USA
| | - W Y Wong
- Brown University, Providence, Rhode Island, USA
| | - D Yu
- Brown University, Providence, Rhode Island, USA
| | - W Zhang
- Brown University, Providence, Rhode Island, USA
| | - R Band
- University of California, Davis, Davis, California, USA
| | - C Brainerd
- University of California, Davis, Davis, California, USA
| | - R Breedon
- University of California, Davis, Davis, California, USA
| | | | - M Chertok
- University of California, Davis, Davis, California, USA
| | - J Conway
- University of California, Davis, Davis, California, USA
| | - R Conway
- University of California, Davis, Davis, California, USA
| | - P T Cox
- University of California, Davis, Davis, California, USA
| | - R Erbacher
- University of California, Davis, Davis, California, USA
| | - C Flores
- University of California, Davis, Davis, California, USA
| | - G Funk
- University of California, Davis, Davis, California, USA
| | - F Jensen
- University of California, Davis, Davis, California, USA
| | - W Ko
- University of California, Davis, Davis, California, USA
| | - O Kukral
- University of California, Davis, Davis, California, USA
| | - R Lander
- University of California, Davis, Davis, California, USA
| | - M Mulhearn
- University of California, Davis, Davis, California, USA
| | - D Pellett
- University of California, Davis, Davis, California, USA
| | - J Pilot
- University of California, Davis, Davis, California, USA
| | - M Shi
- University of California, Davis, Davis, California, USA
| | - D Taylor
- University of California, Davis, Davis, California, USA
| | - K Tos
- University of California, Davis, Davis, California, USA
| | - M Tripathi
- University of California, Davis, Davis, California, USA
| | - Y Yao
- University of California, Davis, Davis, California, USA
| | - F Zhang
- University of California, Davis, Davis, California, USA
| | - M Bachtis
- University of California, Los Angeles, California, USA
| | - R Cousins
- University of California, Los Angeles, California, USA
| | - A Dasgupta
- University of California, Los Angeles, California, USA
| | - D Hamilton
- University of California, Los Angeles, California, USA
| | - J Hauser
- University of California, Los Angeles, California, USA
| | - M Ignatenko
- University of California, Los Angeles, California, USA
| | - M A Iqbal
- University of California, Los Angeles, California, USA
| | - T Lam
- University of California, Los Angeles, California, USA
| | - N Mccoll
- University of California, Los Angeles, California, USA
| | - W A Nash
- University of California, Los Angeles, California, USA
| | - S Regnard
- University of California, Los Angeles, California, USA
| | - D Saltzberg
- University of California, Los Angeles, California, USA
| | - C Schnaible
- University of California, Los Angeles, California, USA
| | - B Stone
- University of California, Los Angeles, California, USA
| | - V Valuev
- University of California, Los Angeles, California, USA
| | - K Burt
- University of California, Riverside, Riverside, California, USA
| | - Y Chen
- University of California, Riverside, Riverside, California, USA
| | - R Clare
- University of California, Riverside, Riverside, California, USA
| | - J W Gary
- University of California, Riverside, Riverside, California, USA
| | - G Hanson
- University of California, Riverside, Riverside, California, USA
| | - G Karapostoli
- University of California, Riverside, Riverside, California, USA
| | - O R Long
- University of California, Riverside, Riverside, California, USA
| | - N Manganelli
- University of California, Riverside, Riverside, California, USA
| | | | - W Si
- University of California, Riverside, Riverside, California, USA
| | - S Wimpenny
- University of California, Riverside, Riverside, California, USA
| | - Y Zhang
- University of California, Riverside, Riverside, California, USA
| | - J G Branson
- University of California, San Diego, La Jolla, California, USA
| | - P Chang
- University of California, San Diego, La Jolla, California, USA
| | - S Cittolin
- University of California, San Diego, La Jolla, California, USA
| | - S Cooperstein
- University of California, San Diego, La Jolla, California, USA
| | - N Deelen
- University of California, San Diego, La Jolla, California, USA
| | - J Duarte
- University of California, San Diego, La Jolla, California, USA
| | - R Gerosa
- University of California, San Diego, La Jolla, California, USA
| | - D Gilbert
- University of California, San Diego, La Jolla, California, USA
| | - V Krutelyov
- University of California, San Diego, La Jolla, California, USA
| | - J Letts
- University of California, San Diego, La Jolla, California, USA
| | - M Masciovecchio
- University of California, San Diego, La Jolla, California, USA
| | - S May
- University of California, San Diego, La Jolla, California, USA
| | - S Padhi
- University of California, San Diego, La Jolla, California, USA
| | - M Pieri
- University of California, San Diego, La Jolla, California, USA
| | - V Sharma
- University of California, San Diego, La Jolla, California, USA
| | - M Tadel
- University of California, San Diego, La Jolla, California, USA
| | - F Würthwein
- University of California, San Diego, La Jolla, California, USA
| | - A Yagil
- University of California, San Diego, La Jolla, California, USA
| | - N Amin
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - C Campagnari
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - M Citron
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - A Dorsett
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - V Dutta
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Incandela
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - B Marsh
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - H Mei
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - A Ovcharova
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - H Qu
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - M Quinnan
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - J Richman
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - U Sarica
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - D Stuart
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - S Wang
- University of California, Santa Barbara - Department of Physics, Santa Barbara, California, USA
| | - A Bornheim
- California Institute of Technology, Pasadena, California, USA
| | - O Cerri
- California Institute of Technology, Pasadena, California, USA
| | - I Dutta
- California Institute of Technology, Pasadena, California, USA
| | - J M Lawhorn
- California Institute of Technology, Pasadena, California, USA
| | - N Lu
- California Institute of Technology, Pasadena, California, USA
| | - J Mao
- California Institute of Technology, Pasadena, California, USA
| | - H B Newman
- California Institute of Technology, Pasadena, California, USA
| | - J Ngadiuba
- California Institute of Technology, Pasadena, California, USA
| | - T Q Nguyen
- California Institute of Technology, Pasadena, California, USA
| | - J Pata
- California Institute of Technology, Pasadena, California, USA
| | - M Spiropulu
- California Institute of Technology, Pasadena, California, USA
| | - J R Vlimant
- California Institute of Technology, Pasadena, California, USA
| | - C Wang
- California Institute of Technology, Pasadena, California, USA
| | - S Xie
- California Institute of Technology, Pasadena, California, USA
| | - Z Zhang
- California Institute of Technology, Pasadena, California, USA
| | - R Y Zhu
- California Institute of Technology, Pasadena, California, USA
| | - J Alison
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - M B Andrews
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - T Ferguson
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - T Mudholkar
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - M Paulini
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - I Vorobiev
- Carnegie Mellon University, Pittsburgh, Pennsylvania, USA
| | - J P Cumalat
- University of Colorado Boulder, Boulder, Colorado, USA
| | - W T Ford
- University of Colorado Boulder, Boulder, Colorado, USA
| | - E MacDonald
- University of Colorado Boulder, Boulder, Colorado, USA
| | - R Patel
- University of Colorado Boulder, Boulder, Colorado, USA
| | - A Perloff
- University of Colorado Boulder, Boulder, Colorado, USA
| | - K Stenson
- University of Colorado Boulder, Boulder, Colorado, USA
| | - K A Ulmer
- University of Colorado Boulder, Boulder, Colorado, USA
| | - S R Wagner
- University of Colorado Boulder, Boulder, Colorado, USA
| | | | - Y Cheng
- Cornell University, Ithaca, New York, USA
| | - J Chu
- Cornell University, Ithaca, New York, USA
| | | | - A Datta
- Cornell University, Ithaca, New York, USA
| | | | | | - J Monroy
- Cornell University, Ithaca, New York, USA
| | | | - D Quach
- Cornell University, Ithaca, New York, USA
| | - A Ryd
- Cornell University, Ithaca, New York, USA
| | - W Sun
- Cornell University, Ithaca, New York, USA
| | - S M Tan
- Cornell University, Ithaca, New York, USA
| | - Z Tao
- Cornell University, Ithaca, New York, USA
| | - J Thom
- Cornell University, Ithaca, New York, USA
| | - P Wittich
- Cornell University, Ithaca, New York, USA
| | - M Zientek
- Cornell University, Ithaca, New York, USA
| | - M Albrow
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - M Alyari
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G Apollinari
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Apresyan
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Apyan
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Banerjee
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L A T Bauerdick
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Beretvas
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Berry
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Berryhill
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P C Bhat
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Burkett
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J N Butler
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Canepa
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - G B Cerati
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - H W K Cheung
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - F Chlebana
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - M Cremonesi
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - V D Elvira
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Freeman
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - Z Gecse
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Gray
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Green
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Grünendahl
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - O Gutsche
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R M Harris
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Hasegawa
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R Heller
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T C Herwig
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Hirschauer
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - B Jayatilaka
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Jindariani
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - M Johnson
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - U Joshi
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P Klabbers
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T Klijnsma
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - B Klima
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - M J Kortelainen
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Lammel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Lincoln
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - R Lipton
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - M Liu
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - T Liu
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Lykken
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Maeshima
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Mason
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P McBride
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - P Merkel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Mrenna
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Nahn
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - V O'Dell
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - V Papadimitriou
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - K Pedro
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - C Pena
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - O Prokofyev
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - F Ravera
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | | | - L Ristori
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - B Schneider
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | | | - N Smith
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Soha
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - W J Spalding
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Spiegel
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - J Strait
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Taylor
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - S Tkaczyk
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - N V Tran
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - L Uplegger
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - E W Vaandering
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - H A Weber
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - A Woodard
- Fermi National Accelerator Laboratory, Batavia, Illinois, USA
| | - D Acosta
- University of Florida, Gainesville, Florida, USA
| | - P Avery
- University of Florida, Gainesville, Florida, USA
| | - D Bourilkov
- University of Florida, Gainesville, Florida, USA
| | - L Cadamuro
- University of Florida, Gainesville, Florida, USA
| | - V Cherepanov
- University of Florida, Gainesville, Florida, USA
| | - F Errico
- University of Florida, Gainesville, Florida, USA
| | - R D Field
- University of Florida, Gainesville, Florida, USA
| | - D Guerrero
- University of Florida, Gainesville, Florida, USA
| | - B M Joshi
- University of Florida, Gainesville, Florida, USA
| | - M Kim
- University of Florida, Gainesville, Florida, USA
| | - J Konigsberg
- University of Florida, Gainesville, Florida, USA
| | - A Korytov
- University of Florida, Gainesville, Florida, USA
| | - K H Lo
- University of Florida, Gainesville, Florida, USA
| | - K Matchev
- University of Florida, Gainesville, Florida, USA
| | - N Menendez
- University of Florida, Gainesville, Florida, USA
| | | | - D Rosenzweig
- University of Florida, Gainesville, Florida, USA
| | - K Shi
- University of Florida, Gainesville, Florida, USA
| | - J Sturdy
- University of Florida, Gainesville, Florida, USA
| | - J Wang
- University of Florida, Gainesville, Florida, USA
| | - X Zuo
- University of Florida, Gainesville, Florida, USA
| | - T Adams
- Florida State University, Tallahassee, Florida, USA
| | - A Askew
- Florida State University, Tallahassee, Florida, USA
| | - D Diaz
- Florida State University, Tallahassee, Florida, USA
| | - R Habibullah
- Florida State University, Tallahassee, Florida, USA
| | - S Hagopian
- Florida State University, Tallahassee, Florida, USA
| | - V Hagopian
- Florida State University, Tallahassee, Florida, USA
| | - K F Johnson
- Florida State University, Tallahassee, Florida, USA
| | - R Khurana
- Florida State University, Tallahassee, Florida, USA
| | - T Kolberg
- Florida State University, Tallahassee, Florida, USA
| | - G Martinez
- Florida State University, Tallahassee, Florida, USA
| | - H Prosper
- Florida State University, Tallahassee, Florida, USA
| | - C Schiber
- Florida State University, Tallahassee, Florida, USA
| | - R Yohay
- Florida State University, Tallahassee, Florida, USA
| | - J Zhang
- Florida State University, Tallahassee, Florida, USA
| | - M M Baarmand
- Florida Institute of Technology, Melbourne, Florida, USA
| | - S Butalla
- Florida Institute of Technology, Melbourne, Florida, USA
| | - T Elkafrawy
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M Hohlmann
- Florida Institute of Technology, Melbourne, Florida, USA
| | - D Noonan
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M Rahmani
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M Saunders
- Florida Institute of Technology, Melbourne, Florida, USA
| | - F Yumiceva
- Florida Institute of Technology, Melbourne, Florida, USA
| | - M R Adams
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - L Apanasevich
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | | | - R Cavanaugh
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - X Chen
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - S Dittmer
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - O Evdokimov
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - C E Gerber
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - D A Hangal
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - D J Hofman
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - C Mills
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - G Oh
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - T Roy
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - M B Tonjes
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - N Varelas
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - J Viinikainen
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - X Wang
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - Z Wu
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | - Z Ye
- University of Illinois at Chicago (UIC), Chicago, Illinois, USA
| | | | - K Dilsiz
- The University of Iowa, Iowa City, Iowa, USA
| | - S Durgut
- The University of Iowa, Iowa City, Iowa, USA
| | | | | | | | - O K Köseyan
- The University of Iowa, Iowa City, Iowa, USA
| | - J-P Merlo
- The University of Iowa, Iowa City, Iowa, USA
| | | | - A Moeller
- The University of Iowa, Iowa City, Iowa, USA
| | - J Nachtman
- The University of Iowa, Iowa City, Iowa, USA
| | - H Ogul
- The University of Iowa, Iowa City, Iowa, USA
| | - Y Onel
- The University of Iowa, Iowa City, Iowa, USA
| | - F Ozok
- The University of Iowa, Iowa City, Iowa, USA
| | - A Penzo
- The University of Iowa, Iowa City, Iowa, USA
| | - C Snyder
- The University of Iowa, Iowa City, Iowa, USA
| | - E Tiras
- The University of Iowa, Iowa City, Iowa, USA
| | - J Wetzel
- The University of Iowa, Iowa City, Iowa, USA
| | - O Amram
- Johns Hopkins University, Baltimore, Maryland, USA
| | - B Blumenfeld
- Johns Hopkins University, Baltimore, Maryland, USA
| | - L Corcodilos
- Johns Hopkins University, Baltimore, Maryland, USA
| | - M Eminizer
- Johns Hopkins University, Baltimore, Maryland, USA
| | - A V Gritsan
- Johns Hopkins University, Baltimore, Maryland, USA
| | - S Kyriacou
- Johns Hopkins University, Baltimore, Maryland, USA
| | - P Maksimovic
- Johns Hopkins University, Baltimore, Maryland, USA
| | - C Mantilla
- Johns Hopkins University, Baltimore, Maryland, USA
| | - J Roskes
- Johns Hopkins University, Baltimore, Maryland, USA
| | - M Swartz
- Johns Hopkins University, Baltimore, Maryland, USA
| | - T Á Vámi
- Johns Hopkins University, Baltimore, Maryland, USA
| | | | - P Baringer
- The University of Kansas, Lawrence, Kansas, USA
| | - A Bean
- The University of Kansas, Lawrence, Kansas, USA
| | - S Boren
- The University of Kansas, Lawrence, Kansas, USA
| | - J Bowen
- The University of Kansas, Lawrence, Kansas, USA
| | - A Bylinkin
- The University of Kansas, Lawrence, Kansas, USA
| | - T Isidori
- The University of Kansas, Lawrence, Kansas, USA
| | - S Khalil
- The University of Kansas, Lawrence, Kansas, USA
| | - J King
- The University of Kansas, Lawrence, Kansas, USA
| | - G Krintiras
- The University of Kansas, Lawrence, Kansas, USA
| | | | - C Lindsey
- The University of Kansas, Lawrence, Kansas, USA
| | - N Minafra
- The University of Kansas, Lawrence, Kansas, USA
| | - M Murray
- The University of Kansas, Lawrence, Kansas, USA
| | - J Ralston
- The University of Kansas, Lawrence, Kansas, USA
| | - C Rogan
- The University of Kansas, Lawrence, Kansas, USA
| | - C Royon
- The University of Kansas, Lawrence, Kansas, USA
| | - S Sanders
- The University of Kansas, Lawrence, Kansas, USA
| | - E Schmitz
- The University of Kansas, Lawrence, Kansas, USA
| | | | - Q Wang
- The University of Kansas, Lawrence, Kansas, USA
| | - J Williams
- The University of Kansas, Lawrence, Kansas, USA
| | - G Wilson
- The University of Kansas, Lawrence, Kansas, USA
| | - S Duric
- Kansas State University, Manhattan, Kansas, USA
| | - A Ivanov
- Kansas State University, Manhattan, Kansas, USA
| | - K Kaadze
- Kansas State University, Manhattan, Kansas, USA
| | - D Kim
- Kansas State University, Manhattan, Kansas, USA
| | - Y Maravin
- Kansas State University, Manhattan, Kansas, USA
| | - T Mitchell
- Kansas State University, Manhattan, Kansas, USA
| | - A Modak
- Kansas State University, Manhattan, Kansas, USA
| | - A Mohammadi
- Kansas State University, Manhattan, Kansas, USA
| | - F Rebassoo
- Lawrence Livermore National Laboratory, Livermore, California, USA
| | - D Wright
- Lawrence Livermore National Laboratory, Livermore, California, USA
| | - E Adams
- University of Maryland, College Park, Maryland, USA
| | - A Baden
- University of Maryland, College Park, Maryland, USA
| | - O Baron
- University of Maryland, College Park, Maryland, USA
| | - A Belloni
- University of Maryland, College Park, Maryland, USA
| | - S C Eno
- University of Maryland, College Park, Maryland, USA
| | - Y Feng
- University of Maryland, College Park, Maryland, USA
| | - N J Hadley
- University of Maryland, College Park, Maryland, USA
| | - S Jabeen
- University of Maryland, College Park, Maryland, USA
| | - G Y Jeng
- University of Maryland, College Park, Maryland, USA
| | - R G Kellogg
- University of Maryland, College Park, Maryland, USA
| | - T Koeth
- University of Maryland, College Park, Maryland, USA
| | - A C Mignerey
- University of Maryland, College Park, Maryland, USA
| | - S Nabili
- University of Maryland, College Park, Maryland, USA
| | - M Seidel
- University of Maryland, College Park, Maryland, USA
| | - A Skuja
- University of Maryland, College Park, Maryland, USA
| | - S C Tonwar
- University of Maryland, College Park, Maryland, USA
| | - L Wang
- University of Maryland, College Park, Maryland, USA
| | - K Wong
- University of Maryland, College Park, Maryland, USA
| | - D Abercrombie
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - B Allen
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - R Bi
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - S Brandt
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - W Busza
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - I A Cali
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Y Chen
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - M D'Alfonso
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - G Gomez-Ceballos
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - M Goncharov
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - P Harris
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - D Hsu
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - M Hu
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - M Klute
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - D Kovalskyi
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - J Krupa
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Y-J Lee
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - P D Luckey
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - B Maier
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - A C Marini
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Mironov
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - S Narayanan
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - X Niu
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Paus
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - D Rankin
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - C Roland
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - G Roland
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Z Shi
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - G S F Stephans
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - K Sumorok
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - K Tatar
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - D Velicanu
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - J Wang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - T W Wang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Z Wang
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - B Wyslouch
- Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | | | - A Evans
- University of Minnesota, Minneapolis, Minnesota, USA
| | - P Hansen
- University of Minnesota, Minneapolis, Minnesota, USA
| | - J Hiltbrand
- University of Minnesota, Minneapolis, Minnesota, USA
| | - Sh Jain
- University of Minnesota, Minneapolis, Minnesota, USA
| | - M Krohn
- University of Minnesota, Minneapolis, Minnesota, USA
| | - Y Kubota
- University of Minnesota, Minneapolis, Minnesota, USA
| | - Z Lesko
- University of Minnesota, Minneapolis, Minnesota, USA
| | - J Mans
- University of Minnesota, Minneapolis, Minnesota, USA
| | - M Revering
- University of Minnesota, Minneapolis, Minnesota, USA
| | - R Rusack
- University of Minnesota, Minneapolis, Minnesota, USA
| | - R Saradhy
- University of Minnesota, Minneapolis, Minnesota, USA
| | - N Schroeder
- University of Minnesota, Minneapolis, Minnesota, USA
| | - N Strobbe
- University of Minnesota, Minneapolis, Minnesota, USA
| | - M A Wadud
- University of Minnesota, Minneapolis, Minnesota, USA
| | - J G Acosta
- University of Mississippi, Oxford, Mississippi, USA
| | - S Oliveros
- University of Mississippi, Oxford, Mississippi, USA
| | - K Bloom
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - S Chauhan
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - D R Claes
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - C Fangmeier
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - L Finco
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - F Golf
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | | | - C Joo
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - I Kravchenko
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - J E Siado
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - G R Snow
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - W Tabb
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - F Yan
- University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - G Agarwal
- State University of New York at Buffalo, Buffalo, New York, USA
| | - H Bandyopadhyay
- State University of New York at Buffalo, Buffalo, New York, USA
| | - L Hay
- State University of New York at Buffalo, Buffalo, New York, USA
| | - I Iashvili
- State University of New York at Buffalo, Buffalo, New York, USA
| | - A Kharchilava
- State University of New York at Buffalo, Buffalo, New York, USA
| | - C McLean
- State University of New York at Buffalo, Buffalo, New York, USA
| | - D Nguyen
- State University of New York at Buffalo, Buffalo, New York, USA
| | - J Pekkanen
- State University of New York at Buffalo, Buffalo, New York, USA
| | - S Rappoccio
- State University of New York at Buffalo, Buffalo, New York, USA
| | - G Alverson
- Northeastern University, Boston, Massachusetts, USA
| | - E Barberis
- Northeastern University, Boston, Massachusetts, USA
| | - C Freer
- Northeastern University, Boston, Massachusetts, USA
| | - Y Haddad
- Northeastern University, Boston, Massachusetts, USA
| | | | - J Li
- Northeastern University, Boston, Massachusetts, USA
| | - G Madigan
- Northeastern University, Boston, Massachusetts, USA
| | - B Marzocchi
- Northeastern University, Boston, Massachusetts, USA
| | - D M Morse
- Northeastern University, Boston, Massachusetts, USA
| | - V Nguyen
- Northeastern University, Boston, Massachusetts, USA
| | - T Orimoto
- Northeastern University, Boston, Massachusetts, USA
| | - A Parker
- Northeastern University, Boston, Massachusetts, USA
| | - L Skinnari
- Northeastern University, Boston, Massachusetts, USA
| | | | - T Wamorkar
- Northeastern University, Boston, Massachusetts, USA
| | - B Wang
- Northeastern University, Boston, Massachusetts, USA
| | - A Wisecarver
- Northeastern University, Boston, Massachusetts, USA
| | - D Wood
- Northeastern University, Boston, Massachusetts, USA
| | | | - J Bueghly
- Northwestern University, Evanston, Illinois, USA
| | - Z Chen
- Northwestern University, Evanston, Illinois, USA
| | - A Gilbert
- Northwestern University, Evanston, Illinois, USA
| | - T Gunter
- Northwestern University, Evanston, Illinois, USA
| | - K A Hahn
- Northwestern University, Evanston, Illinois, USA
| | - N Odell
- Northwestern University, Evanston, Illinois, USA
| | - M H Schmitt
- Northwestern University, Evanston, Illinois, USA
| | - K Sung
- Northwestern University, Evanston, Illinois, USA
| | - M Velasco
- Northwestern University, Evanston, Illinois, USA
| | - R Bucci
- University of Notre Dame, Notre Dame, Indiana, USA
| | - N Dev
- University of Notre Dame, Notre Dame, Indiana, USA
| | - R Goldouzian
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Hildreth
- University of Notre Dame, Notre Dame, Indiana, USA
| | | | - C Jessop
- University of Notre Dame, Notre Dame, Indiana, USA
| | - K Lannon
- University of Notre Dame, Notre Dame, Indiana, USA
| | - N Loukas
- University of Notre Dame, Notre Dame, Indiana, USA
| | - N Marinelli
- University of Notre Dame, Notre Dame, Indiana, USA
| | - I Mcalister
- University of Notre Dame, Notre Dame, Indiana, USA
| | - F Meng
- University of Notre Dame, Notre Dame, Indiana, USA
| | - K Mohrman
- University of Notre Dame, Notre Dame, Indiana, USA
| | - Y Musienko
- University of Notre Dame, Notre Dame, Indiana, USA
| | - R Ruchti
- University of Notre Dame, Notre Dame, Indiana, USA
| | - P Siddireddy
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Wayne
- University of Notre Dame, Notre Dame, Indiana, USA
| | - A Wightman
- University of Notre Dame, Notre Dame, Indiana, USA
| | - M Wolf
- University of Notre Dame, Notre Dame, Indiana, USA
| | - L Zygala
- University of Notre Dame, Notre Dame, Indiana, USA
| | - J Alimena
- The Ohio State University, Columbus, Ohio, USA
| | - B Bylsma
- The Ohio State University, Columbus, Ohio, USA
| | - B Cardwell
- The Ohio State University, Columbus, Ohio, USA
| | - L S Durkin
- The Ohio State University, Columbus, Ohio, USA
| | - B Francis
- The Ohio State University, Columbus, Ohio, USA
| | - C Hill
- The Ohio State University, Columbus, Ohio, USA
| | - A Lefeld
- The Ohio State University, Columbus, Ohio, USA
| | - B L Winer
- The Ohio State University, Columbus, Ohio, USA
| | - B R Yates
- The Ohio State University, Columbus, Ohio, USA
| | - B Bonham
- Princeton University, Princeton, New Jersey, USA
| | - P Das
- Princeton University, Princeton, New Jersey, USA
| | - G Dezoort
- Princeton University, Princeton, New Jersey, USA
| | - P Elmer
- Princeton University, Princeton, New Jersey, USA
| | - B Greenberg
- Princeton University, Princeton, New Jersey, USA
| | - N Haubrich
- Princeton University, Princeton, New Jersey, USA
| | | | | | - G Kopp
- Princeton University, Princeton, New Jersey, USA
| | - S Kwan
- Princeton University, Princeton, New Jersey, USA
| | - D Lange
- Princeton University, Princeton, New Jersey, USA
| | - M T Lucchini
- Princeton University, Princeton, New Jersey, USA
| | - J Luo
- Princeton University, Princeton, New Jersey, USA
| | - D Marlow
- Princeton University, Princeton, New Jersey, USA
| | - K Mei
- Princeton University, Princeton, New Jersey, USA
| | - I Ojalvo
- Princeton University, Princeton, New Jersey, USA
| | - J Olsen
- Princeton University, Princeton, New Jersey, USA
| | - C Palmer
- Princeton University, Princeton, New Jersey, USA
| | - P Piroué
- Princeton University, Princeton, New Jersey, USA
| | - D Stickland
- Princeton University, Princeton, New Jersey, USA
| | - C Tully
- Princeton University, Princeton, New Jersey, USA
| | - S Malik
- University of Puerto Rico, Mayaguez, Puerto Rico, USA
| | - S Norberg
- University of Puerto Rico, Mayaguez, Puerto Rico, USA
| | - V E Barnes
- Purdue University, West Lafayette, Indiana, USA
| | - R Chawla
- Purdue University, West Lafayette, Indiana, USA
| | - S Das
- Purdue University, West Lafayette, Indiana, USA
| | - L Gutay
- Purdue University, West Lafayette, Indiana, USA
| | - M Jones
- Purdue University, West Lafayette, Indiana, USA
| | - A W Jung
- Purdue University, West Lafayette, Indiana, USA
| | - G Negro
- Purdue University, West Lafayette, Indiana, USA
| | | | - C C Peng
- Purdue University, West Lafayette, Indiana, USA
| | - S Piperov
- Purdue University, West Lafayette, Indiana, USA
| | - A Purohit
- Purdue University, West Lafayette, Indiana, USA
| | - J F Schulte
- Purdue University, West Lafayette, Indiana, USA
| | | | - N Trevisani
- Purdue University, West Lafayette, Indiana, USA
| | - F Wang
- Purdue University, West Lafayette, Indiana, USA
| | - A Wildridge
- Purdue University, West Lafayette, Indiana, USA
| | - R Xiao
- Purdue University, West Lafayette, Indiana, USA
| | - W Xie
- Purdue University, West Lafayette, Indiana, USA
| | - J Dolen
- Purdue University Northwest, Hammond, Indiana, USA
| | - N Parashar
- Purdue University Northwest, Hammond, Indiana, USA
| | - A Baty
- Rice University, Houston, Texas, USA
| | - S Dildick
- Rice University, Houston, Texas, USA
| | | | - S Freed
- Rice University, Houston, Texas, USA
| | | | | | - A Kumar
- Rice University, Houston, Texas, USA
| | - W Li
- Rice University, Houston, Texas, USA
| | | | - R Redjimi
- Rice University, Houston, Texas, USA
| | - J Roberts
- Rice University, Houston, Texas, USA
| | - J Rorie
- Rice University, Houston, Texas, USA
| | - W Shi
- Rice University, Houston, Texas, USA
| | | | - A Bodek
- University of Rochester, Rochester, New York, USA
| | - P de Barbaro
- University of Rochester, Rochester, New York, USA
| | - R Demina
- University of Rochester, Rochester, New York, USA
| | - J L Dulemba
- University of Rochester, Rochester, New York, USA
| | - C Fallon
- University of Rochester, Rochester, New York, USA
| | - T Ferbel
- University of Rochester, Rochester, New York, USA
| | - M Galanti
- University of Rochester, Rochester, New York, USA
| | | | - O Hindrichs
- University of Rochester, Rochester, New York, USA
| | | | - E Ranken
- University of Rochester, Rochester, New York, USA
| | - R Taus
- University of Rochester, Rochester, New York, USA
| | - B Chiarito
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - J P Chou
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - A Gandrakota
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - Y Gershtein
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - E Halkiadakis
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - A Hart
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - M Heindl
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - E Hughes
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Kaplan
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - O Karacheban
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - I Laflotte
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - A Lath
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - R Montalvo
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - K Nash
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - M Osherson
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Salur
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Schnetzer
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Somalwar
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - R Stone
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S A Thayil
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - S Thomas
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - H Wang
- Rutgers, The State University of New Jersey, Piscataway, New Jersey, USA
| | - H Acharya
- University of Tennessee, Knoxville, Tennessee, USA
| | - A G Delannoy
- University of Tennessee, Knoxville, Tennessee, USA
| | - S Spanier
- University of Tennessee, Knoxville, Tennessee, USA
| | - O Bouhali
- Texas A&M University, College Station, Texas, USA
| | - M Dalchenko
- Texas A&M University, College Station, Texas, USA
| | - A Delgado
- Texas A&M University, College Station, Texas, USA
| | - R Eusebi
- Texas A&M University, College Station, Texas, USA
| | - J Gilmore
- Texas A&M University, College Station, Texas, USA
| | - T Huang
- Texas A&M University, College Station, Texas, USA
| | - T Kamon
- Texas A&M University, College Station, Texas, USA
| | - H Kim
- Texas A&M University, College Station, Texas, USA
| | - S Luo
- Texas A&M University, College Station, Texas, USA
| | - S Malhotra
- Texas A&M University, College Station, Texas, USA
| | - R Mueller
- Texas A&M University, College Station, Texas, USA
| | - D Overton
- Texas A&M University, College Station, Texas, USA
| | - L Perniè
- Texas A&M University, College Station, Texas, USA
| | - D Rathjens
- Texas A&M University, College Station, Texas, USA
| | - A Safonov
- Texas A&M University, College Station, Texas, USA
| | - N Akchurin
- Texas Tech University, Lubbock, Texas, USA
| | - J Damgov
- Texas Tech University, Lubbock, Texas, USA
| | - V Hegde
- Texas Tech University, Lubbock, Texas, USA
| | - S Kunori
- Texas Tech University, Lubbock, Texas, USA
| | | | - S W Lee
- Texas Tech University, Lubbock, Texas, USA
| | - T Mengke
- Texas Tech University, Lubbock, Texas, USA
| | | | - T Peltola
- Texas Tech University, Lubbock, Texas, USA
| | - S Undleeb
- Texas Tech University, Lubbock, Texas, USA
| | | | - Z Wang
- Texas Tech University, Lubbock, Texas, USA
| | - A Whitbeck
- Texas Tech University, Lubbock, Texas, USA
| | - E Appelt
- Vanderbilt University, Nashville, Tennessee, USA
| | - S Greene
- Vanderbilt University, Nashville, Tennessee, USA
| | - A Gurrola
- Vanderbilt University, Nashville, Tennessee, USA
| | - R Janjam
- Vanderbilt University, Nashville, Tennessee, USA
| | - W Johns
- Vanderbilt University, Nashville, Tennessee, USA
| | - C Maguire
- Vanderbilt University, Nashville, Tennessee, USA
| | - A Melo
- Vanderbilt University, Nashville, Tennessee, USA
| | - H Ni
- Vanderbilt University, Nashville, Tennessee, USA
| | - K Padeken
- Vanderbilt University, Nashville, Tennessee, USA
| | - F Romeo
- Vanderbilt University, Nashville, Tennessee, USA
| | - P Sheldon
- Vanderbilt University, Nashville, Tennessee, USA
| | - S Tuo
- Vanderbilt University, Nashville, Tennessee, USA
| | - J Velkovska
- Vanderbilt University, Nashville, Tennessee, USA
| | - M W Arenton
- University of Virginia, Charlottesville, Virginia, USA
| | - B Cox
- University of Virginia, Charlottesville, Virginia, USA
| | - G Cummings
- University of Virginia, Charlottesville, Virginia, USA
| | - J Hakala
- University of Virginia, Charlottesville, Virginia, USA
| | - R Hirosky
- University of Virginia, Charlottesville, Virginia, USA
| | - M Joyce
- University of Virginia, Charlottesville, Virginia, USA
| | - A Ledovskoy
- University of Virginia, Charlottesville, Virginia, USA
| | - A Li
- University of Virginia, Charlottesville, Virginia, USA
| | - C Neu
- University of Virginia, Charlottesville, Virginia, USA
| | - B Tannenwald
- University of Virginia, Charlottesville, Virginia, USA
| | - E Wolfe
- University of Virginia, Charlottesville, Virginia, USA
| | - P E Karchin
- Wayne State University, Detroit, Michigan, USA
| | - N Poudyal
- Wayne State University, Detroit, Michigan, USA
| | - P Thapa
- Wayne State University, Detroit, Michigan, USA
| | - K Black
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - T Bose
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - J Buchanan
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - C Caillol
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Dasu
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - I De Bruyn
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - P Everaerts
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - C Galloni
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - H He
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - M Herndon
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Hervé
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - U Hussain
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Lanaro
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Loeliger
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - R Loveless
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | | | - A Mallampalli
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - D Pinna
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - A Savin
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - V Shang
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - V Sharma
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - W H Smith
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - D Teague
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | | | - W Vetens
- University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - S Afanasiev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Andreev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - Yu Andreev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - T Aushev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Azarkin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Babaev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Belyaev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Blinov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - E Boos
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Borchsh
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - P Bunin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Chekhovsky
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - R Chistov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Danilov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Demiyanov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Dermenev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - T Dimova
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - I Dremin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Epshteyn
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Ershov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Gavrilenko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - G Gavrilov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Gavrilov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Gninenko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Golovtcov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - N Golubev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - I Golutvin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - I Gorbunov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Iuzhakov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Ivanchenko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - Y Ivanov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Kachanov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Kalinin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Kamenev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - L Kardapoltsev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Karjavine
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Karneyeu
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Kim
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Kirakosyan
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Kirsanov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - O Kodolova
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - D Konstantinov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Korotkikh
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - N Krasnikov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - E Kuznetsova
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Lanev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Litomin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - O Lukina
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - N Lychkovskaya
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Makarenko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Malakhov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Matveev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Murzin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Nikitenko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Obraztsov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Okhotnikov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Oreshkin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Oskin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - I Ovtin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Palichik
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - P Parygin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Pashenkov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Perelygin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Petrushanko
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - G Pivovarov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Polikarpov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Popov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - G Safronov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Savina
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Savrin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Shalaev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Shmatov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Shulha
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - Y Skovpen
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - I Smirnov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Smirnov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Snigirev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - D Sosnov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Spiridonov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Stepennov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - J Suarez Gonzalez
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - L Sukhikh
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - V Sulimov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - E Tcherniaev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Terkulov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - O Teryaev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - D Tlisov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - M Toms
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Toropin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - L Uvarov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Uzunian
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - I Vardanyan
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - E Vlasov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - S Volkov
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Vorobyev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - N Voytishin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - B S Yuldashev
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Zarubin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - I Zhizhin
- An institute or international laboratory covered by a cooperation agreement with CERN
| | - A Zhokin
- An institute or international laboratory covered by a cooperation agreement with CERN
| |
Collapse
|
49
|
Tumasyan A, Adam W, Andrejkovic JW, Bergauer T, Chatterjee S, Dragicevic M, Valle AED, Frühwirth R, Jeitler M, Krammer N, Lechner L, Liko D, Mikulec I, Paulitsch P, Pitters FM, Schieck J, Schöfbeck R, Spanring M, Templ S, Waltenberger W, Wulz CE, Darwish MR, De Wolf EA, Janssen T, Kello T, Lelek A, Sfar HR, Mechelen PV, Putte SV, Remortel NV, Blekman F, Bols ES, D’Hondt J, Delcourt M, Faham HE, Lowette S, Moortgat S, Morton A, Müller D, Sahasransu AR, Tavernier S, Doninck WV, Mulders PV, Beghin D, Bilin B, Clerbaux B, De Lentdecker G, Favart L, Grebenyuk A, Kalsi AK, Lee K, Mahdavikhorrami M, Makarenko I, Moureaux L, Pétré L, Popov A, Postiau N, Starling E, Thomas L, Bemden MV, Velde CV, Vanlaer P, Vannerom D, Wezenbeek L, Cornelis T, Dobur D, Knolle J, Lambrecht L, Mestdach G, Niedziela M, Roskas C, Samalan A, Skovpen K, Tytgat M, Vermassen B, Vit M, Bethani A, Bruno G, Bury F, Caputo C, David P, Delaere C, Donertas IS, Giammanco A, Jaffel K, Jain S, Lemaitre V, Mondal K, Prisciandaro J, Taliercio A, Teklishyn M, Tran TT, Vischia P, Wertz S, Alves GA, Hensel C, Moraes A, Júnior WLA, Pereira MAG, Filho MBF, Malbouisson HB, Carvalho W, Chinellato J, Da Costa EM, Da Silveira GG, De Jesus Damiao D, De Souza SF, Figueiredo DM, Herrera CM, Amarilo KM, Mundim L, Nogima H, Teles PR, Santoro A, Amaral SMSD, Sznajder A, Thiel M, Da Silva De Araujo FT, Pereira AV, Bernardes CA, Calligaris L, Tomei TRFP, Gregores EM, Lemos DS, Mercadante PG, Novaes SF, Padula SS, Aleksandrov A, Antchev G, Hadjiiska R, Iaydjiev P, Misheva M, Rodozov M, Shopova M, Sultanov G, Dimitrov A, Ivanov T, Litov L, Pavlov B, Petkov P, Petrov A, Cheng T, Guo Q, Javaid T, Mittal M, Wang H, Yuan L, Ahmad M, Bauer G, Dozen C, Hu Z, Martins J, Wang Y, Yi K, Chapon E, Chen GM, Chen HS, Chen M, Iemmi F, Kapoor A, Leggat D, Liao H, Liu ZA, Milosevic V, Monti F, Sharma R, Tao J, Thomas-Wilsker J, Wang J, Zhang H, Zhang S, Zhao J, Agapitos A, An Y, Ban Y, Chen C, Levin A, Li Q, Lyu X, Mao Y, Qian SJ, Wang D, Wang Q, Xiao J, Lu M, You Z, Gao X, Okawa H, Lin Z, Xiao M, Avila C, Cabrera A, Florez C, Fraga J, Guisao JM, Ramirez F, Alvarez JDR, González CAS, Giljanovic D, Godinovic N, Lelas D, Puljak I, Antunovic Z, Kovac M, Sculac T, Brigljevic V, Ferencek D, Majumder D, Roguljic M, Starodumov A, Susa T, Attikis A, Christoforou K, Erodotou E, Ioannou A, Kole G, Kolosova M, Konstantinou S, Mousa J, Nicolaou C, Ptochos F, Razis PA, Rykaczewski H, Saka H, Finger M, Finger M, Kveton A, Ayala E, Jarrin EC, Abdelalim AA, Elgammal S, Lotfy A, Mahmoud MA, Bhowmik S, Dewanjee RK, Ehataht K, Kadastik M, Nandan S, Nielsen C, Pata J, Raidal M, Tani L, Veelken C, Eerola P, Forthomme L, Kirschenmann H, Osterberg K, Voutilainen M, Bharthuar S, Brücken E, Garcia F, Havukainen J, Kim MS, Kinnunen R, Lampén T, Lassila-Perini K, Lehti S, Lindén T, Lotti M, Martikainen L, Myllymäki M, Ott J, Siikonen H, Tuominen E, Tuominiemi J, Luukka P, Petrow H, Tuuva T, Amendola C, Besancon M, Couderc F, Dejardin M, Denegri D, Faure JL, Ferri F, Ganjour S, Givernaud A, Gras P, de Monchenault GH, Jarry P, Lenzi B, Locci E, Malcles J, Rander J, Rosowsky A, Sahin MÖ, Savoy-Navarro A, Titov M, Yu GB, Ahuja S, Beaudette F, Bonanomi M, Perraguin AB, Busson P, Cappati A, Charlot C, Davignon O, Diab B, Falmagne G, Ghosh S, de Cassagnac RG, Hakimi A, Kucher I, Motta J, Nguyen M, Ochando C, Paganini P, Rembser J, Salerno R, Sauvan JB, Sirois Y, Tarabini A, Zabi A, Zghiche A, Agram JL, Andrea J, Apparu D, Bloch D, Bourgatte G, Brom JM, Chabert EC, Collard C, Darej D, Fontaine JC, Goerlach U, Grimault C, Bihan ACL, Nibigira E, Hove PV, Asilar E, Beauceron S, Bernet C, Boudoul G, Camen C, Carle A, Chanon N, Contardo D, Depasse P, Mamouni HE, Fay J, Gascon S, Gouzevitch M, Ille B, Laktineh IB, Lattaud H, Lesauvage A, Lethuillier M, Mirabito L, Perries S, Shchablo K, Sordini V, Torterotot L, Touquet G, Donckt MV, Viret S, Lomidze I, Toriashvili T, Tsamalaidze Z, Botta V, Feld L, Klein K, Lipinski M, Meuser D, Pauls A, Rauch MP, Röwert N, Schulz J, Teroerde M, Dodonova A, Eliseev D, Erdmann M, Fackeldey P, Fischer B, Ghosh S, Hebbeker T, Hoepfner K, Ivone F, Keller H, Mastrolorenzo L, Merschmeyer M, Meyer A, Mocellin G, Mondal S, Mukherjee S, Noll D, Novak A, Pook T, Pozdnyakov A, Rath Y, Reithler H, Roemer J, Schmidt A, Schuler SC, Sharma A, Vigilante L, Wiedenbeck S, Zaleski S, Dziwok C, Flügge G, Ahmad WH, Hlushchenko O, Kress T, Nowack A, Pistone C, Pooth O, Roy D, Sert H, Stahl A, Ziemons T, Petersen HA, Martin MA, Asmuss P, Babounikau I, Baxter S, Behnke O, Martínez AB, Bhattacharya S, Anuar AAB, Borras K, Brunner D, Campbell A, Cardini A, Cheng C, Colombina F, Rodríguez SC, Silva GC, Danilov V, De Silva M, Didukh L, Eckerlin G, Eckstein D, Banos LIE, Filatov O, Gallo E, Geiser A, Giraldi A, Grohsjean A, Guthoff M, Jafari A, Jomhari NZ, Kasem A, Kasemann M, Kaveh H, Kleinwort C, Krücker D, Lange W, Lidrych J, Lipka K, Lohmann W, Mankel R, Melzer-Pellmann IA, Morentin MM, Metwally J, Meyer AB, Meyer M, Mnich J, Mussgiller A, Otarid Y, Adán DP, Pitzl D, Raspereza A, Lopes BR, Rübenach J, Saggio A, Saibel A, Savitskyi M, Scham M, Scheurer V, Schütze P, Schwanenberger C, Singh A, Ricardo RES, Stafford D, Tonon N, Turkot O, De Klundert MV, Walsh R, Walter D, Wen Y, Wichmann K, Wiens L, Wissing C, Wuchterl S, Aggleton R, Albrecht S, Bein S, Benato L, Benecke A, Connor P, De Leo K, Eich M, Feindt F, Fröhlich A, Garbers C, Garutti E, Gunnellini P, Haller J, Hinzmann A, Kasieczka G, Klanner R, Kogler R, Kramer T, Kutzner V, Lange J, Lange T, Lobanov A, Malara A, Nigamova A, Rodriguez KJP, Rieger O, Schleper P, Schröder M, Schwandt J, Schwarz D, Sonneveld J, Stadie H, Steinbrück G, Tews A, Vormwald B, Zoi I, Bechtel J, Berger T, Butz E, Caspart R, Chwalek T, De Boer W, Dierlamm A, Droll A, El Morabit K, Faltermann N, Giffels M, Gosewisch JO, Gottmann A, Hartmann F, Heidecker C, Husemann U, Keicher P, Koppenhöfer R, Maier S, Metzler M, Mitra S, Müller T, Neukum M, Nürnberg A, Quast G, Rabbertz K, Rauser J, Savoiu D, Schnepf M, Seith D, Shvetsov I, Simonis HJ, Ulrich R, Van Der Linden J, Cube RFV, Wassmer M, Weber M, Wieland S, Wolf R, Wozniewski S, Wunsch S, Anagnostou G, Daskalakis G, Geralis T, Kyriakis A, Stakia A, Diamantopoulou M, Karasavvas D, Karathanasis G, Kontaxakis P, Koraka CK, Manousakis-Katsikakis A, Panagiotou A, Papavergou I, Saoulidou N, Theofilatos K, Tziaferi E, Vellidis K, Vourliotis E, Bakas G, Kousouris K, Papakrivopoulos I, Tsipolitis G, Zacharopoulou A, Adamidis K, Bestintzanos I, Evangelou I, Foudas C, Gianneios P, Katsoulis P, Kokkas P, Manthos N, Papadopoulos I, Strologas J, Csanád M, Farkas K, Gadallah MMA, Lökös S, Major P, Mandal K, Mehta A, Pásztor G, Rádl AJ, Surányi O, Veres GI, Bartók M, Bencze G, Hajdu C, Horvath D, Sikler F, Veszpremi V, Vesztergombi G, Czellar S, Karancsi J, Molnar J, Szillasi Z, Teyssier D, Raics P, Trocsanyi ZL, Ujvari B, Csorgo T, Nemes F, Novak T, Komaragiri JR, Kumar D, Panwar L, Tiwari PC, Bansal S, Beri SB, Bhatnagar V, Chaudhary G, Chauhan S, Dhingra N, Gupta R, Kaur A, Kaur M, Kaur S, Kumari P, Meena M, Sandeep K, Singh JB, Virdi AK, Ahmed A, Bhardwaj A, Choudhary BC, Gola M, Keshri S, Kumar A, Naimuddin M, Priyanka P, Ranjan K, Shah A, Bharti M, Bhattacharya R, Bhattacharya S, Bhowmik D, Dutta S, Dutta S, Gomber B, Maity M, Palit P, Rout PK, Saha G, Sahu B, Sarkar S, Sharan M, Singh B, Thakur S, Behera PK, Behera SC, Kalbhor P, Muhammad A, Pradhan R, Pujahari PR, Sharma A, Sikdar AK, Dutta D, Jha V, Kumar V, Mishra DK, Naskar K, Netrakanti PK, Pant LM, Shukla P, Aziz T, Dugad S, Kumar M, Mohanty GB, Sarkar U, Banerjee S, Chudasama R, Guchait M, Karmakar S, Kumar S, Majumder G, Mazumdar K, Mukherjee S, Bahinipati S, Kar C, Mal P, Mishra T, Bindhu VKMN, Nayak A, Saha P, Sur N, Swain SK, Vats D, Alpana K, Dube S, Kansal B, Laha A, Pandey S, Rane A, Rastogi A, Sharma S, Bakhshiansohi H, Khazaie E, Zeinali M, Chenarani S, Etesami SM, Khakzad M, Najafabadi MM, Grunewald M, Abbrescia M, Aly R, Aruta C, Colaleo A, Creanza D, De Filippis N, De Palma M, Di Florio A, Di Pilato A, Elmetenawee W, Fiore L, Gelmi A, Gul M, Iaselli G, Ince M, Lezki S, Maggi G, Maggi M, Margjeka I, Mastrapasqua V, Merlin JA, My S, Nuzzo S, Pellecchia A, Pompili A, Pugliese G, Ranieri A, Selvaggi G, Silvestris L, Simone FM, Venditti R, Verwilligen P, Abbiendi G, Battilana C, Bonacorsi D, Borgonovi L, Brigliadori L, Campanini R, Capiluppi P, Castro A, Cavallo FR, Cuffiani M, Dallavalle GM, Diotalevi T, Fabbri F, Fanfani A, Giacomelli P, Giommi L, Grandi C, Guiducci L, Meo SL, Lunerti L, Marcellini S, Masetti G, Navarria FL, Perrotta A, Primavera F, Rossi AM, Rovelli T, Siroli GP, Albergo S, Costa S, Di Mattia A, Potenza R, Tricomi A, Tuve C, Barbagli G, Cassese A, Ceccarelli R, Ciulli V, Civinini C, D’Alessandro R, Focardi E, Latino G, Lenzi P, Lizzo M, Meschini M, Paoletti S, Seidita R, Sguazzoni G, Viliani L, Benussi L, Bianco S, Piccolo D, Bozzo M, Ferro F, Mulargia R, Robutti E, Tosi S, Benaglia A, Boldrini G, Brivio F, Cetorelli F, Ciriolo V, De Guio F, Dinardo ME, Dini P, Gennai S, Ghezzi A, Govoni P, Guzzi L, Malberti M, Malvezzi S, Massironi A, Menasce D, Moroni L, Paganoni M, Pedrini D, Pinolini BS, Ragazzi S, Redaelli N, de Fatis TT, Valsecchi D, Zuolo D, Buontempo S, Carnevali F, Cavallo N, De Iorio A, Fabozzi F, Iorio AOM, Lista L, Meola S, Paolucci P, Rossi B, Sciacca C, Azzi P, Bacchetta N, Bisello D, Bortignon P, Bragagnolo A, Carlin R, Checchia P, Dorigo T, Dosselli U, Gasparini F, Gasparini U, Grosso G, Hoh SY, Layer L, Lusiani E, Margoni M, Meneguzzo AT, Pazzini J, Presilla M, Ronchese P, Rossin R, Simonetto F, Strong G, Tosi M, Yarar H, Zanetti M, Zotto P, Zucchetta A, Zumerle G, Aime‘ C, Braghieri A, Calzaferri S, Fiorina D, Montagna P, Ratti SP, Re V, Riccardi C, Salvini P, Vai I, Vitulo P, Asenov P, Bilei GM, Ciangottini D, Fanò L, Lariccia P, Magherini M, Mantovani G, Mariani V, Menichelli M, Moscatelli F, Piccinelli A, Rossi A, Santocchia A, Spiga D, Tedeschi T, Azzurri P, Bagliesi G, Bertacchi V, Bianchini L, Boccali T, Bossini E, Castaldi R, Ciocci MA, D’Amante V, Dell’Orso R, Domenico MRD, Donato S, Giassi A, Ligabue F, Manca E, Mandorli G, Messineo A, Palla F, Parolia S, Ramirez-Sanchez G, Rizzi A, Rolandi G, Chowdhury SR, Scribano A, Shafiei N, Spagnolo P, Tenchini R, Tonelli G, Turini N, Venturi A, Verdini PG, Campana M, Cavallari F, Re DD, Di Marco E, Diemoz M, Longo E, Meridiani P, Organtini G, Pandolfi F, Paramatti R, Quaranta C, Rahatlou S, Rovelli C, Santanastasio F, Soffi L, Tramontano R, Amapane N, Arcidiacono R, Argiro S, Arneodo M, Bartosik N, Bellan R, Bellora A, Antequera JB, Biino C, Cartiglia N, Cometti S, Costa M, Covarelli R, Demaria N, Kiani B, Legger F, Mariotti C, Maselli S, Migliore E, Monteil E, Monteno M, Obertino MM, Ortona G, Pacher L, Pastrone N, Pelliccioni M, Angioni GLP, Ruspa M, Shchelina K, Siviero F, Sola V, Solano A, Soldi D, Staiano A, Tornago M, Trocino D, Vagnerini A, Belforte S, Candelise V, Casarsa M, Cossutti F, Da Rold A, Ricca GD, Sorrentino G, Vazzoler F, Dogra S, Huh C, Kim B, Kim DH, Kim GN, Kim J, Lee J, Lee SW, Moon CS, Oh YD, Pak SI, Radburn-Smith BC, Sekmen S, Yang YC, Kim H, Moon DH, Francois B, Kim TJ, Park J, Cho S, Choi S, Go Y, Hong B, Lee K, Lee KS, Lim J, Park J, Park SK, Yoo J, Goh J, Gurtu A, Kim HS, Kim Y, Almond J, Bhyun JH, Choi J, Jeon S, Kim J, Kim JS, Ko S, Kwon H, Lee H, Lee S, Oh BH, Oh M, Oh SB, Seo H, Yang UK, Yoon I, Jang W, Kang DY, Kang Y, Kim S, Ko B, Lee JSH, Lee Y, Park IC, Roh Y, Ryu MS, Song D, I.J. W, Yang S, Ha S, Yoo HD, Choi M, Jeong Y, Lee H, Lee Y, Yu I, Beyrouthy T, Maghrbi Y, Torims T, Veckalns V, Ambrozas M, De Oliveira ACA, Juodagalvis A, Rinkevicius A, Tamulaitis G, Norjoharuddeen NB, Abdullah WATW, Yusli MN, Zolkapli Z, Benitez JF, Hernandez AC, Coello ML, Quijada JAM, Sehrawat A, Palomo LV, Ayala G, Castilla-Valdez H, De La Cruz-Burelo E, La Cruz IHD, Lopez-Fernandez R, Herrera CAM, Navarro DAP, Hernández AS, Moreno SC, Barrera CO, Valencia FV, Pedraza I, Ibarguen HAS, Estrada CU, Bubanja I, Mijuskovic J, Raicevic N, Krofcheck D, Bheesette S, Butler PH, Ahmad A, Asghar MI, Awais A, Awan MIM, Hoorani HR, Khan WA, Shah MA, Shoaib M, Waqas M, Avati V, Grzanka L, Malawski M, Bialkowska H, Bluj M, Boimska B, Górski M, Kazana M, Szleper M, Zalewski P, Bunkowski K, Doroba K, Kalinowski A, Konecki M, Krolikowski J, Walczak M, Araujo M, Bargassa P, Bastos D, Boletti A, Faccioli P, Gallinaro M, Hollar J, Leonardo N, Niknejad T, Pisano M, Seixas J, Toldaiev O, Varela J, Adzic P, Dordevic M, Milenovic P, Milosevic J, Aguilar-Benitez M, Maestre JA, Fernández AÁ, Bachiller I, Luna MB, Bedoya CF, Montoya CAC, Cepeda M, Cerrada M, Colino N, De La Cruz B, Peris AD, Ramos JPF, Flix J, Fouz MC, Lopez OG, Lopez SG, Hernandez JM, Josa MI, Holgado JL, Moran D, Tobar ÁN, Dengra CP, Yzquierdo APC, Pelayo JP, Redondo I, Romero L, Navas SS, Gómez LU, Willmott C, de Trocóniz JF, Reyes-Almanza R, Gonzalez BA, Cuevas J, Erice C, Menendez JF, Folgueras S, Caballero IG, Fernández JRG, Cortezon EP, Álvarez CR, Bouza VR, Trapote A, Trevisani N, Cifuentes JAB, Cabrillo IJ, Calderon A, Campderros JD, Fernandez M, Madrazo CF, Manteca PJF, Alonso AG, Gomez G, Rivero CM, Arbol PMRD, Matorras F, Cuevas PM, Gomez JP, Prieels C, Rodrigo T, Ruiz-Jimeno A, Scodellaro L, Vila I, Garcia JMV, Jayananda MK, Kailasapathy B, Sonnadara DUJ, Wickramarathna DDC, Dharmaratna WGD, Liyanage K, Perera N, Wickramage N, Aarrestad TK, Abbaneo D, Alimena J, Auffray E, Auzinger G, Baechler J, Baillon P, Barney D, Bendavid J, Bianco M, Bocci A, Camporesi T, Garrido MC, Cerminara G, Chhibra SS, Cipriani M, Cristella L, d’Enterria D, Dabrowski A, David A, De Roeck A, Defranchis MM, Deile M, Dobson M, Dünser M, Dupont N, Elliott-Peisert A, Emriskova N, Fallavollita F, Fasanella D, Florent A, Franzoni G, Funk W, Giani S, Gigi D, Gill K, Glege F, Gouskos L, Haranko M, Hegeman J, Iiyama Y, Innocente V, James T, Janot P, Kaspar J, Kieseler J, Komm M, Kratochwil N, Lange C, Laurila S, Lecoq P, Long K, Lourenço C, Malgeri L, Mallios S, Mannelli M, Marini AC, Meijers F, Mersi S, Meschi E, Moortgat F, Mulders M, Orfanelli S, Orsini L, Pantaleo F, Pape L, Perez E, Peruzzi M, Petrilli A, Petrucciani G, Pfeiffer A, Pierini M, Piparo D, Pitt M, Qu H, Quast T, Rabady D, Racz A, Gutiérrez GR, Rieger M, Rovere M, Sakulin H, Salfeld-Nebgen J, Scarfi S, Schäfer C, Selvaggi M, Sharma A, Silva P, Snoeys W, Sphicas P, Summers S, Tatar K, Tavolaro VR, Treille D, Tsirou A, Onsem GPV, Wanczyk J, Wozniak KA, Zeuner WD, Caminada L, Ebrahimi A, Erdmann W, Horisberger R, Ingram Q, Kaestli HC, Kotlinski D, Missiroli M, Rohe T, Androsov K, Backhaus M, Berger P, Calandri A, Chernyavskaya N, De Cosa A, Dissertori G, Dittmar M, Donegà M, Dorfer C, Eble F, Gedia K, Glessgen F, Espinosa TAG, Grab C, Hits D, Lustermann W, Lyon AM, Manzoni RA, Perez CM, Meinhard MT, Nessi-Tedaldi F, Niedziela J, Pauss F, Perovic V, Pigazzini S, Ratti MG, Reichmann M, Reissel C, Reitenspiess T, Ristic B, Ruini D, Becerra DAS, Schönenberger M, Stampf V, Steggemann J, Wallny R, Zhu DH, Amsler C, Bärtschi P, Botta C, Brzhechko D, Canelli MF, Cormier K, De Wit A, Burgo RD, Heikkilä JK, Huwiler M, Jin W, Jofrehei A, Kilminster B, Leontsinis S, Liechti SP, Macchiolo A, Meiring P, Mikuni VM, Molinatti U, Neutelings I, Reimers A, Robmann P, Cruz SS, Schweiger K, Takahashi Y, Adloff C, Kuo CM, Lin W, Roy A, Sarkar T, Yu SS, Ceard L, Chao Y, Chen KF, Chen PH, Hou WS, Li Y, Lu RS, Paganis E, Psallidas A, Steen A, Wu HY, Yazgan E, Yu PR, Asavapibhop B, Asawatangtrakuldee C, Srimanobhas N, Boran F, Damarseckin S, Demiroglu ZS, Dolek F, Dumanoglu I, Eskut E, Guler Y, Guler EG, Hos I, Isik C, Kara O, Topaksu AK, Kiminsu U, Onengut G, Ozdemir K, Polatoz A, Simsek AE, Tali B, Tok UG, Turkcapar S, Zorbakir IS, Zorbilmez C, Isildak B, Karapinar G, Ocalan K, Yalvac M, Akgun B, Atakisi IO, Gülmez E, Kaya M, Kaya O, Özçelik Ö, Tekten S, Yetkin EA, Cakir A, Cankocak K, Komurcu Y, Sen S, Cerci S, Kaynak B, Ozkorucuklu S, Cerci DS, Grynyov B, Levchuk L, Anthony D, Bhal E, Bologna S, Brooke JJ, Bundock A, Clement E, Cussans D, Flacher H, Goldstein J, Heath GP, Heath HF, Holmberg ML, Kreczko L, Krikler B, Paramesvaran S, Nasr-Storey SSE, Smith VJ, Stylianou N, Pass KW, White R, Bell KW, Belyaev A, Brew C, Brown RM, Cockerill DJA, Cooke C, Ellis KV, Harder K, Harper S, Linacre J, Manolopoulos K, Newbold DM, Olaiya E, Petyt D, Reis T, Schuh T, Shepherd-Themistocleous CH, Tomalin IR, Williams T, Bainbridge R, Bloch P, Bonomally S, Borg J, Breeze S, Buchmuller O, Cepaitis V, Chahal GS, Colling D, Dauncey P, Davies G, Negra MD, Fayer S, Fedi G, Hall G, Hassanshahi MH, Iles G, Langford J, Lyons L, Magnan AM, Malik S, Martelli A, Monk DG, Nash J, Pesaresi M, Raymond DM, Richards A, Rose A, Scott E, Seez C, Shtipliyski A, Tapper A, Uchida K, Virdee T, Vojinovic M, Wardle N, Webb SN, Winterbottom D, Coldham K, Cole JE, Khan A, Kyberd P, Reid ID, Teodorescu L, Zahid S, Abdullin S, Brinkerhoff A, Caraway B, Dittmann J, Hatakeyama K, Kanuganti AR, McMaster B, Pastika N, Saunders M, Sawant S, Sutantawibul C, Wilson J, Bartek R, Dominguez A, Uniyal R, Hernandez AMV, Buccilli A, Cooper SI, Croce DD, Gleyzer SV, Henderson C, Perez CU, Rumerio P, West C, Akpinar A, Albert A, Arcaro D, Cosby C, Demiragli Z, Fontanesi E, Gastler D, Rohlf J, Salyer K, Sperka D, Spitzbart D, Suarez I, Tsatsos A, Yuan S, Zou D, Benelli G, Burkle B, Coubez X, Cutts D, Hadley M, Heintz U, Hogan JM, Landsberg G, Lau KT, Lukasik M, Luo J, Narain M, Sagir S, Usai E, Wong WY, Yan X, Yu D, Zhang W, Bonilla J, Brainerd C, Breedon R, De La Barca Sanchez MC, Chertok M, Conway J, Cox PT, Erbacher R, Haza G, Jensen F, Kukral O, Lander R, Mulhearn M, Pellett D, Regnery B, Taylor D, Yao Y, Zhang F, Bachtis M, Cousins R, Datta A, Hamilton D, Hauser J, Ignatenko M, Iqbal MA, Lam T, Nash WA, Regnard S, Saltzberg D, Stone B, Valuev V, Burt K, Chen Y, Clare R, Gary JW, Gordon M, Hanson G, Karapostoli G, Long OR, Manganelli N, Negrete MO, Si W, Wimpenny S, Zhang Y, Branson JG, Chang P, Cittolin S, Cooperstein S, Deelen N, Diaz D, Duarte J, Gerosa R, Giannini L, Gilbert D, Guiang J, Kansal R, Krutelyov V, Lee R, Letts J, Masciovecchio M, May S, Pieri M, Narayanan BVS, Sharma V, Tadel M, Vartak A, Würthwein F, Xiang Y, Yagil A, Amin N, Campagnari C, Citron M, Dorsett A, Dutta V, Incandela J, Kilpatrick M, Kim J, Marsh B, Mei H, Oshiro M, Quinnan M, Richman J, Sarica U, Setti F, Sheplock J, Stuart D, Wang S, Bornheim A, Cerri O, Dutta I, Lawhorn JM, Lu N, Mao J, Newman HB, Nguyen TQ, Spiropulu M, Vlimant JR, Wang C, Xie S, Zhang Z, Zhu RY, Alison J, An S, Andrews MB, Bryant P, Ferguson T, Harilal A, Liu C, Mudholkar T, Paulini M, Sanchez A, Terrill W, Cumalat JP, Ford WT, Hassani A, MacDonald E, Patel R, Perloff A, Savard C, Stenson K, Ulmer KA, Wagner SR, Alexander J, Bright-Thonney S, Cheng Y, Cranshaw DJ, Hogan S, Monroy J, Patterson JR, Quach D, Reichert J, Reid M, Ryd A, Sun W, Thom J, Wittich P, Zou R, Albrow M, Alyari M, Apollinari G, Apresyan A, Apyan A, Banerjee S, Bauerdick LAT, Berry D, Berryhill J, Bhat PC, Burkett K, Butler JN, Canepa A, Cerati GB, Cheung HWK, Chlebana F, Cremonesi M, Di Petrillo KF, Elvira VD, Feng Y, Freeman J, Gecse Z, Gray L, Green D, Grünendahl S, Gutsche O, Harris RM, Heller R, Herwig TC, Hirschauer J, Jayatilaka B, Jindariani S, Johnson M, Joshi U, Klijnsma T, Klima B, Kwok KHM, Lammel S, Lincoln D, Lipton R, Liu T, Madrid C, Maeshima K, Mantilla C, Mason D, McBride P, Merkel P, Mrenna S, Nahn S, Ngadiuba J, O’Dell V, Papadimitriou V, Pedro K, Pena C, Prokofyev O, Ravera F, Hall AR, Ristori L, Schneider B, Sexton-Kennedy E, Smith N, Soha A, Spalding WJ, Spiegel L, Strait J, Taylor L, Tkaczyk S, Tran NV, Uplegger L, Vaandering EW, Weber HA, Acosta D, Avery P, Bourilkov D, Cadamuro L, Cherepanov V, Errico F, Field RD, Guerrero D, Joshi BM, Kim M, Koenig E, Konigsberg J, Korytov A, Lo KH, Matchev K, Menendez N, Mitselmakher G, Madhu AM, Rawal N, Rosenzweig D, Rosenzweig S, Shi K, Sturdy J, Wang J, Yigitbasi E, Zuo X, Adams T, Askew A, Habibullah R, Hagopian V, Johnson KF, Khurana R, Kolberg T, Martinez G, Prosper H, Schiber C, Viazlo O, Yohay R, Zhang J, Baarmand MM, Butalla S, Elkafrawy T, Hohlmann M, Verma RK, Noonan D, Rahmani M, Yumiceva F, Adams MR, Gonzalez HB, Cavanaugh R, Chen X, Dittmer S, Evdokimov O, Gerber CE, Hangal DA, Hofman DJ, Merrit AH, Mills C, Oh G, Roy T, Rudrabhatla S, Tonjes MB, Varelas N, Viinikainen J, Wang X, Wu Z, Ye Z, Alhusseini M, Dilsiz K, Gandrajula RP, Köseyan OK, Merlo JP, Mestvirishvili A, Nachtman J, Ogul H, Onel Y, Penzo A, Snyder C, Tiras E, Amram O, Blumenfeld B, Corcodilos L, Davis J, Eminizer M, Gritsan AV, Kyriacou S, Maksimovic P, Roskes J, Swartz M, Vámi TÁ, Abreu A, Anguiano J, Barrera CB, Baringer P, Bean A, Bylinkin A, Flowers Z, Isidori T, Khalil S, King J, Krintiras G, Kropivnitskaya A, Lazarovits M, Lindsey C, Marquez J, Minafra N, Murray M, Nickel M, Rogan C, Royon C, Salvatico R, Sanders S, Schmitz E, Smith C, Takaki JDT, Wang Q, Warner Z, Williams J, Wilson G, Duric S, Ivanov A, Kaadze K, Kim D, Maravin Y, Mitchell T, Modak A, Nam K, Rebassoo F, Wright D, Adams E, Baden A, Baron O, Belloni A, Eno SC, Hadley NJ, Jabeen S, Kellogg RG, Koeth T, Mignerey AC, Nabili S, Palmer C, Seidel M, Skuja A, Wang L, Wong K, Abercrombie D, Andreassi G, Bi R, Brandt S, Busza W, Cali IA, Chen Y, D’Alfonso M, Eysermans J, Freer C, Gomez-Ceballos G, Goncharov M, Harris P, Hu M, Klute M, Kovalskyi D, Krupa J, Lee YJ, Maier B, Mironov C, Paus C, Rankin D, Roland C, Roland G, Shi Z, Stephans GSF, Wang J, Wang Z, Wyslouch B, Chatterjee RM, Evans A, Hansen P, Hiltbrand J, Jain S, Krohn M, Kubota Y, Mans J, Revering M, Rusack R, Saradhy R, Schroeder N, Strobbe N, Wadud MA, Bloom K, Bryson M, Chauhan S, Claes DR, Fangmeier C, Finco L, Golf F, Joo C, Kravchenko I, Musich M, Reed I, Siado JE, Snow GR, Tabb W, Yan F, Zecchinelli AG, Agarwal G, Bandyopadhyay H, Hay L, Iashvili I, Kharchilava A, McLean C, Nguyen D, Pekkanen J, Rappoccio S, Williams A, Alverson G, Barberis E, Haddad Y, Hortiangtham A, Li J, Madigan G, Marzocchi B, Morse DM, Nguyen V, Orimoto T, Parker A, Skinnari L, Tishelman-Charny A, Wamorkar T, Wang B, Wisecarver A, Wood D, Bhattacharya S, Bueghly J, Chen Z, Gilbert A, Gunter T, Hahn KA, Liu Y, Odell N, Schmitt MH, Velasco M, Band R, Bucci R, Das A, Dev N, Goldouzian R, Hildreth M, Anampa KH, Jessop C, Lannon K, Lawrence J, Loukas N, Lutton L, Marinelli N, Mcalister I, McCauley T, Mcgrady C, Meng F, Mohrman K, Musienko Y, Ruchti R, Siddireddy P, Townsend A, Wayne M, Wightman A, Wolf M, Zarucki M, Zygala L, Bylsma B, Cardwell B, Durkin LS, Francis B, Hill C, Ornelas MN, Wei K, Winer BL, Yates BR, Addesa FM, Bonham B, Das P, Dezoort G, Elmer P, Frankenthal A, Greenberg B, Haubrich N, Higginbotham S, Kalogeropoulos A, Kopp G, Kwan S, Lange D, Lucchini MT, Marlow D, Mei K, Ojalvo I, Olsen J, Stickland D, Tully C, Malik S, Norberg S, Bakshi AS, Barnes VE, Chawla R, Das S, Gutay L, Jones M, Jung AW, Karmarkar S, Liu M, Negro G, Neumeister N, Paspalaki G, Peng CC, Piperov S, Purohit A, Schulte JF, Stojanovic M, Thieman J, Wang F, Xiao R, Xie W, Dolen J, Parashar N, Baty A, Decaro M, Dildick S, Ecklund KM, Freed S, Gardner P, Geurts FJM, Kumar A, Li W, Padley BP, Redjimi R, Shi W, Leiton AGS, Yang S, Zhang L, Zhang Y, Bodek A, de Barbaro P, Demina R, Dulemba JL, Fallon C, Ferbel T, Galanti M, Garcia-Bellido A, Hindrichs O, Khukhunaishvili A, Ranken E, Taus R, Chiarito B, Chou JP, Gandrakota A, Gershtein Y, Halkiadakis E, Hart A, Heindl M, Karacheban O, Laflotte I, Lath A, Montalvo R, Nash K, Osherson M, Salur S, Schnetzer S, Somalwar S, Stone R, Thayil SA, Thomas S, Wang H, Acharya H, Delannoy AG, Fiorendi S, Spanier S, Bouhali O, Dalchenko M, Delgado A, Eusebi R, Gilmore J, Huang T, Kamon T, Kim H, Luo S, Malhotra S, Mueller R, Overton D, Rathjens D, Safonov A, Akchurin N, Damgov J, Hegde V, Kunori S, Lamichhane K, Lee SW, Mengke T, Muthumuni S, Peltola T, Volobouev I, Wang Z, Whitbeck A, Appelt E, Greene S, Gurrola A, Johns W, Melo A, Ni H, Padeken K, Romeo F, Sheldon P, Tuo S, Velkovska J, Arenton MW, Cox B, Cummings G, Hakala J, Hirosky R, Joyce M, Ledovskoy A, Li A, Neu C, Tannenwald B, White S, Wolfe E, Poudyal N, Black K, Bose T, Caillol C, Dasu S, De Bruyn I, Everaerts P, Fienga F, Galloni C, He H, Herndon M, Hervé A, Hussain U, Lanaro A, Loeliger A, Loveless R, Sreekala JM, Mallampalli A, Mohammadi A, Pinna D, Savin A, Shang V, Sharma V, Smith WH, Teague D, Trembath-Reichert S, Vetens W, Afanasiev S, Andreev V, Andreev Y, Aushev T, Azarkin M, Babaev A, Belyaev A, Blinov V, Boos E, Borshch V, Budkouski D, Bunichev V, Chadeeva M, Dermenev A, Dimova T, Dremin I, Dubinin M, Dudko L, Dydyshka Y, Epshteyn V, Gavrilov G, Gavrilov V, Gninenko S, Golovtcov V, Golubev N, Golutvin I, Gorbunov I, Ivanchenko V, Ivanov Y, Kachanov V, Kardapoltsev L, Karjavine V, Karneyeu A, Kim V, Kirakosyan M, Kirpichnikov D, Kirsanov M, Klyukhin V, Kodolova O, Konstantinov D, Korenkov V, Kozyrev A, Krasnikov N, Kuznetsova E, Lanev A, Lukina O, Lychkovskaya N, Makarenko V, Malakhov A, Matveev V, Mossolov V, Murzin V, Nikitenko A, Obraztsov S, Okhotnikov V, Oreshkin V, Ovtin I, Palichik V, Parygin P, Pashenkov A, Perelygin V, Perfilov M, Pivovarov G, Popov V, Popova E, Savina M, Savrin V, Seitova D, Selivanova D, Shalaev V, Shmatov S, Shulha S, Skovpen Y, Slabospitskii S, Smirnov I, Smirnov V, Snigirev A, Sosnov D, Spiridonov A, Stepennov A, Sulimov V, Tcherniaev E, Terkulov A, Teryaev O, Tlisov D, Toms M, Toropin A, Uvarov L, Uzunian A, Vlasov E, Volkov S, Vorobyev A, Voytishin N, Yuldashev BS, Zarubin A, Zhemchugov E, Zhizhin I, Zhokin A. Measurement of the mass dependence of the transverse momentum of lepton pairs in Drell-Yan production in proton-proton collisions at s=13TeV. Eur Phys J C Part Fields 2023; 83:628. [PMID: 37471210 PMCID: PMC10352449 DOI: 10.1140/epjc/s10052-023-11631-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Accepted: 09/29/2022] [Indexed: 07/22/2023]
Abstract
The double differential cross sections of the Drell-Yan lepton pair (ℓ + ℓ - , dielectron or dimuon) production are measured as functions of the invariant mass m ℓ ℓ , transverse momentum p T ( ℓ ℓ ) , and φ η ∗ . The φ η ∗ observable, derived from angular measurements of the leptons and highly correlated with p T ( ℓ ℓ ) , is used to probe the low-p T ( ℓ ℓ ) region in a complementary way. Dilepton masses up to 1Te V are investigated. Additionally, a measurement is performed requiring at least one jet in the final state. To benefit from partial cancellation of the systematic uncertainty, the ratios of the differential cross sections for various m ℓ ℓ ranges to those in the Z mass peak interval are presented. The collected data correspond to an integrated luminosity of 36.3fb - 1 of proton-proton collisions recorded with the CMS detector at the LHC at a centre-of-mass energy of 13Te V . Measurements are compared with predictions based on perturbative quantum chromodynamics, including soft-gluon resummation.
Collapse
Grants
- Austrian Federal Ministry of Education, Science and Research
- Austrian Science Fund
- Belgian Fonds de la Recherche Scientifique
- Belgian Fonds voor Wetenschappelijk Onderzoek
- CNPq
- CAPES
- FAPERJ
- FAPERGS
- FAPESP
- Bulgarian Ministry of Education and Science
- Bulgarian National Science Fund
- CERN
- Chinese Academy of Sciences
- Ministry of Science and Technology
- Chinese National Natural Science Foundation of China
- Colombian Funding Agency (MINICIENCIAS)
- Croatian Ministry of Science, Education and Sport
- Croatian Science Foundation
- Research and Innovation Foundation
- SENESCYT
- Ministry of Education and Research
- Estonian Research Council via PRG780, PRG803, and PRG445
- European Regional Development Fund
- Academy of Finland
- Finnish Ministry of Education and Culture
- Helsinki Institute of Physics
- Institut National de Physique Nucléaire et de Physique des Particules
- Centre National de la Recherche Scientifique
- Commissariat à l’Énergie Atomique et aux Énergies Alternatives
- Bundesministerium für Bildung und Forschung
- Deutsche Forschungsgemeinschaft
- Helmholtz-Gemeinschaft Deutscher Forschungszentren
- General Secretariat for Research and Innovation
- National Research, Development and Innovation Office
- Department of Atomic Energy
- Department of Science and Technology
- Institute for Research in Fundamental Studies
- Science Foundation
- Istituto Nazionale di Fisica Nucleare
- Korean Ministry of Education, Science and Technology
- National Research Foundation of Korea (NRF)
- MES
- Lithuanian Academy of Sciences
- Ministry of Education
- University of Malaya
- BUAP
- CINVESTAV
- CONACYT
- LNS
- SEP
- UASLP
- MOS
- Ministry of Business, Innovation and Employment
- Pakistan Atomic Energy Commission
- Ministry of Educaton and Science
- National Science Centre
- Fundação para a Ciência e a Tecnologia, CERN/FIS-PAR/0025/2019 and CERN/FIS-INS/0032/2019
- JINR, Dubna
- Ministry of Education and Science of the Russian Federation
- Federal Agency of Atomic Energy of the Russian Federation
- Russian Academy of Sciences
- Russian Foundation for Basic Research
- National Research Center “Kurchatov Institute”
- Ministry of Education, Science and Technological Development of Serbia
- MCIN/AEI/10.13039/501100011033, ERDF “a way of making Europe”
- Fondo Europeo de Desarrollo Regional, Spain
- Plan de Ciencia, Tecnología e Innovación del Principado de Asturias
- MOSTR
- ETH Board
- ETH Zurich
- PSI
- SNF
- UniZH
- Canton Zurich
- SER
- Thailand Center of Excellence in Physics
- Institute for the Promotion of Teaching Science and Technology of Thailand
- Special Task Force for Activating Research
- National Science and Technology Development Agency of Thailand
- Scientific and Technical Research Council of Turkey
- Turkish Atomic Energy Authority
- National Academy of Sciences of Ukraine
- Science and Technology Facilities Council
- US Department of Energy
- US National Science Foundation
- Marie-Curie programme
- European Research Council and EPLANET (European Union)
- European Research Council/European Cooperation in Science and Technology), Action CA16108
- Individual
- Leventis Foundation
- Alfred P. Sloan Foundation
- Alexander von Humboldt Foundation
- Belgian Federal Science Policy Office
- Fonds pour la Formation à la Recherche dans l’Industrie et dans l’Agriculture (FRIA-Belgium)
- Agentschap voor Innovatie door Wetenschap en Technologie (IWT-Belgium)
- Belgian Fonds de la Recherche Scientifique, “Excellence of Science - EOS” - be.h project n. 30820817
- Belgian Fonds voor Wetenschappelijk Onderzoek, “Excellence of Science - EOS” - be.h project n. 30820817
- Beijing Municipal Science & Technology Commission, No. Z191100007219010
- Ministry of Education, Youth and Sports (MEYS) of the Czech Republic
- Deutsche Forschungsgemeinschaft (DFG) under Germany’s Excellence Strategy – EXC 2121 “Quantum Universe” – 390833306
- Deutsche Forschungsgemeinschaft (DFG), project number 400140256 - GRK2497
- Hellenic Foundation for Research and Innovation, Project Number 2288
- Hungarian Academy of Sciences
- New National Excellence Program - ÚNKP, the NKFIH research grants K 124845, K 124850, K 128713, K 128786, K 129058, K 131991, K 133046, K 138136, K 143460, K 143477, 2020-2.2.1-ED-2021-00181, and TKP2021-NKTA-64
- Council of Scientific and Industrial Research, India
- Latvian Council of Science
- Ministy of Education and Science, project no. 2022/WK/14
- National Science Center, Opus 2021/41/B/ST2/01369 and 2021/43/B/ST2/01552
- Fundação para a Ciência e a Tecnologia, CEECIND/01334/2018
- National Priorities Research Program by Qatar National Research Fund
- Ministry of Science and Higher Education, project no. 0723-2020-0041 and FSWW-2020-0008
- Programa Estatal de Fomento de la Investigación Científica y Técnica de Excelencia María de Maeztu, grant MDM-2017-0765 and projects PID2020-113705RB, PID2020-113304RB, PID2020-116262RB and PID2020-113341RB-I00
- Programa Severo Ochoa del Principado de Asturias
- Rachadapisek Sompot Fund for Postdoctoral Fellowship, Chulalongkorn University (Thailand)
- CUAASC
- Kavli Foundation
- Nvidia Corporation
- Welch Foundation, contract C-1845
- Weston Havens Foundation
- Institut für Hochenergiephysik (HEPHY) using the Cloud Infrastructure Platform (CLIP), Vienna
- Inter-University Institute for High Energies, Brussels
- Université Catholique de Louvain, Louvain-la-Neuve
- São Paulo Research and Analysis Center, São Paulo
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro
- University of Sofia, Sofia
- Institute of High Energy Physics of the Chinese Academy of Sciences, Beijing
- National Institute of Chemical Physics and Biophysics, Tallinn
- Helsinki Institute of Physics, Helsinki
- Grille de Recherche d’Ile de France (GRIF), Institut de recherche sur les lois fondamentales de l’Univers, CEA, Université Paris-Saclay, Gif-sur-Yvette, France and Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris
- Institut de recherche sur les lois fondamentales de l’Univers, CEA, Université Paris-Saclay, Gif-sur-Yvette
- Institut national de physique nucléaire et de physique des particules, IN2P3, Villeurbanne
- Institut Pluridisciplinaire Hubert Curien (IPHC), Strasbourg
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau
- Deutsches Elektronen-Synchrotron, Hamburg
- Karlsruher Institut für Technologie, Karlsruhe
- RWTH Aachen University, Aachen
- University of Ioánnina, Ioánnina
- Wigner Research Centre for Physics, Budapest
- Tata Institute of Fundamental Research, Mumbai
- INFN CNAF, Bologna
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa
- INFN Sezione di Roma, Sapienza Università di Roma, Rome
- INFN Sezione di Trieste, Università di Trieste, Trieste
- Laboratori Nazionali di Legnaro, Legnaro
- Kyungpook National University, Daegu
- National Centre for Physics, Quaid-I-Azam University, Islamabad
- Akademickie Centrum Komputerowe Cyfronet AGH, Krakow
- National Centre for Nuclear Research, Swierk
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisboa
- Institute for High Energy Physics of National Research Centre ‘Kurchatov Institute’, Protvino
- Institute for Nuclear Research (INR) of the Russian Academy of Sciences, Troitsk
- Institute for Theoretical and Experimental Physics named by A.I. Alikhanov of NRC ’Kurchatov Institute’, Moscow
- Joint Institute for Nuclear Research, Dubna
- Korea Institute of Science and Technology Information (KISTI), Daejeon
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander
- Port d’Informació Científica, Bellaterra
- CERN, European Organization for Nuclear Research, Geneva
- CSCS - Swiss National Supercomputing Centre, Lugano
- National Center for High-performance Computing (NCHC), Hsinchu City
- Middle East Technical University, Physics Department, Ankara
- National Scientific Center, Kharkov Institute of Physics and Technology, Kharkov
- GridPP, Brunel University, Uxbridge
- GridPP, Imperial College, London
- GridPP, Queen Mary University of London, London
- GridPP, Royal Holloway, University of London, London
- GridPP, Rutherford Appleton Laboratory, Didcot
- GridPP, University of Bristol, Bristol
- GridPP, University of Glasgow, Glasgow
- Baylor University, Waco
- California Institute of Technology, Pasadena
- Fermi National Accelerator Laboratory, Batavia
- Massachusetts Institute of Technology, Cambridge
- National Energy Research Scientific Computing Center (NERSC), a U.S. Department of Energy Office of Science User Facility, Berkeley
- Open Science Grid (OSG) Consortium
- Pittsburgh Supercomputing Center (PSC), Pittsburgh
- Purdue University, West Lafayette
- Texas Advanced Computing Center (TACC), Austin
- University of California, San Diego, La Jolla
- University of Colorado Boulder, Boulder
- University of Florida, Gainesville
- University of Nebraska-Lincoln, Lincoln
- University of Wisconsin - Madison, Madison
- Vanderbilt University, Nashville
Collapse
Affiliation(s)
| | - W. Adam
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - T. Bergauer
- Institut für Hochenergiephysik, Vienna, Austria
| | | | | | | | - R. Frühwirth
- Institut für Hochenergiephysik, Vienna, Austria
- TU Wien, Vienna, Austria
| | - M. Jeitler
- Institut für Hochenergiephysik, Vienna, Austria
- TU Wien, Vienna, Austria
| | - N. Krammer
- Institut für Hochenergiephysik, Vienna, Austria
| | - L. Lechner
- Institut für Hochenergiephysik, Vienna, Austria
| | - D. Liko
- Institut für Hochenergiephysik, Vienna, Austria
| | - I. Mikulec
- Institut für Hochenergiephysik, Vienna, Austria
| | | | | | - J. Schieck
- Institut für Hochenergiephysik, Vienna, Austria
- TU Wien, Vienna, Austria
| | | | - M. Spanring
- Institut für Hochenergiephysik, Vienna, Austria
| | - S. Templ
- Institut für Hochenergiephysik, Vienna, Austria
| | | | - C. -E. Wulz
- Institut für Hochenergiephysik, Vienna, Austria
- TU Wien, Vienna, Austria
| | - M. R. Darwish
- Universiteit Antwerpen, Antwerpen, Belgium
- Institute of Basic and Applied Sciences, Faculty of Engineering, Arab Academy for Science, Technology and Maritime Transport, Alexandria, Egypt
| | | | - T. Janssen
- Universiteit Antwerpen, Antwerpen, Belgium
| | - T. Kello
- Universiteit Antwerpen, Antwerpen, Belgium
- Université Libre de Bruxelles, Brussels, Belgium
| | - A. Lelek
- Universiteit Antwerpen, Antwerpen, Belgium
| | | | | | | | | | - F. Blekman
- Vrije Universiteit Brussel, Brussels, Belgium
| | - E. S. Bols
- Vrije Universiteit Brussel, Brussels, Belgium
| | - J. D’Hondt
- Vrije Universiteit Brussel, Brussels, Belgium
| | - M. Delcourt
- Vrije Universiteit Brussel, Brussels, Belgium
| | - H. El Faham
- Vrije Universiteit Brussel, Brussels, Belgium
| | - S. Lowette
- Vrije Universiteit Brussel, Brussels, Belgium
| | - S. Moortgat
- Vrije Universiteit Brussel, Brussels, Belgium
| | - A. Morton
- Vrije Universiteit Brussel, Brussels, Belgium
| | - D. Müller
- Vrije Universiteit Brussel, Brussels, Belgium
| | | | | | | | | | - D. Beghin
- Université Libre de Bruxelles, Brussels, Belgium
| | - B. Bilin
- Université Libre de Bruxelles, Brussels, Belgium
| | - B. Clerbaux
- Université Libre de Bruxelles, Brussels, Belgium
| | | | - L. Favart
- Université Libre de Bruxelles, Brussels, Belgium
| | - A. Grebenyuk
- Université Libre de Bruxelles, Brussels, Belgium
| | - A. K. Kalsi
- Université Libre de Bruxelles, Brussels, Belgium
| | - K. Lee
- Université Libre de Bruxelles, Brussels, Belgium
| | | | - I. Makarenko
- Université Libre de Bruxelles, Brussels, Belgium
| | - L. Moureaux
- Université Libre de Bruxelles, Brussels, Belgium
| | - L. Pétré
- Université Libre de Bruxelles, Brussels, Belgium
| | - A. Popov
- Université Libre de Bruxelles, Brussels, Belgium
| | - N. Postiau
- Université Libre de Bruxelles, Brussels, Belgium
| | - E. Starling
- Université Libre de Bruxelles, Brussels, Belgium
| | - L. Thomas
- Université Libre de Bruxelles, Brussels, Belgium
| | | | | | - P. Vanlaer
- Université Libre de Bruxelles, Brussels, Belgium
| | - D. Vannerom
- Université Libre de Bruxelles, Brussels, Belgium
| | - L. Wezenbeek
- Université Libre de Bruxelles, Brussels, Belgium
| | | | - D. Dobur
- Ghent University, Ghent, Belgium
| | | | | | | | | | | | | | | | | | | | - M. Vit
- Ghent University, Ghent, Belgium
| | - A. Bethani
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - G. Bruno
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - F. Bury
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - C. Caputo
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - P. David
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - C. Delaere
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - I. S. Donertas
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - A. Giammanco
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - K. Jaffel
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Sa. Jain
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - V. Lemaitre
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - K. Mondal
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | | | - A. Taliercio
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - M. Teklishyn
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - T. T. Tran
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - P. Vischia
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - S. Wertz
- Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - G. A. Alves
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - C. Hensel
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | - A. Moraes
- Centro Brasileiro de Pesquisas Fisicas, Rio de Janeiro, Brazil
| | | | | | | | | | - W. Carvalho
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - J. Chinellato
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
- Universidade Estadual de Campinas, Campinas, Brazil
| | - E. M. Da Costa
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - G. G. Da Silveira
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
- Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | | | | | | | - C. Mora Herrera
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - K. Mota Amarilo
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - L. Mundim
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - H. Nogima
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - P. Rebello Teles
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - A. Santoro
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - A. Sznajder
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | - M. Thiel
- Universidade do Estado do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | - C. A. Bernardes
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
- Federal University of Rio Grande do Sul, Porto Alegre, Brazil
| | - L. Calligaris
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | | | - E. M. Gregores
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - D. S. Lemos
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - P. G. Mercadante
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - S. F. Novaes
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - Sandra S. Padula
- Universidade Estadual Paulista, Universidade Federal do ABC, São Paulo, Brazil
| | - A. Aleksandrov
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - G. Antchev
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - R. Hadjiiska
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - P. Iaydjiev
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - M. Misheva
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - M. Rodozov
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - M. Shopova
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | - G. Sultanov
- Institute for Nuclear Research and Nuclear Energy, Bulgarian Academy of Sciences, Sofia, Bulgaria
| | | | - T. Ivanov
- University of Sofia, Sofia, Bulgaria
| | - L. Litov
- University of Sofia, Sofia, Bulgaria
| | - B. Pavlov
- University of Sofia, Sofia, Bulgaria
| | - P. Petkov
- University of Sofia, Sofia, Bulgaria
| | - A. Petrov
- University of Sofia, Sofia, Bulgaria
| | - T. Cheng
- Beihang University, Beijing, China
| | - Q. Guo
- Beihang University, Beijing, China
| | - T. Javaid
- Beihang University, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | | | - H. Wang
- Beihang University, Beijing, China
| | - L. Yuan
- Beihang University, Beijing, China
| | - M. Ahmad
- Department of Physics, Tsinghua University, Beijing, China
| | - G. Bauer
- Department of Physics, Tsinghua University, Beijing, China
| | - C. Dozen
- Department of Physics, Tsinghua University, Beijing, China
| | - Z. Hu
- Department of Physics, Tsinghua University, Beijing, China
| | - J. Martins
- Department of Physics, Tsinghua University, Beijing, China
- UFMS, Nova Andradina, Brazil
| | - Y. Wang
- Department of Physics, Tsinghua University, Beijing, China
| | - K. Yi
- Department of Physics, Tsinghua University, Beijing, China
- Nanjing Normal University Department of Physics, Nanjing, China
- The University of Iowa, Iowa City, IA USA
| | - E. Chapon
- Institute of High Energy Physics, Beijing, China
| | - G. M. Chen
- Institute of High Energy Physics, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - H. S. Chen
- Institute of High Energy Physics, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - M. Chen
- Institute of High Energy Physics, Beijing, China
| | - F. Iemmi
- Institute of High Energy Physics, Beijing, China
| | - A. Kapoor
- Institute of High Energy Physics, Beijing, China
| | - D. Leggat
- Institute of High Energy Physics, Beijing, China
| | - H. Liao
- Institute of High Energy Physics, Beijing, China
| | - Z.-A. Liu
- Institute of High Energy Physics, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - V. Milosevic
- Institute of High Energy Physics, Beijing, China
| | - F. Monti
- Institute of High Energy Physics, Beijing, China
| | - R. Sharma
- Institute of High Energy Physics, Beijing, China
| | - J. Tao
- Institute of High Energy Physics, Beijing, China
| | | | - J. Wang
- Institute of High Energy Physics, Beijing, China
| | - H. Zhang
- Institute of High Energy Physics, Beijing, China
| | - S. Zhang
- Institute of High Energy Physics, Beijing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - J. Zhao
- Institute of High Energy Physics, Beijing, China
| | - A. Agapitos
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Y. An
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Y. Ban
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - C. Chen
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - A. Levin
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Q. Li
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - X. Lyu
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Y. Mao
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - S. J. Qian
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - D. Wang
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - Q. Wang
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - J. Xiao
- State Key Laboratory of Nuclear Physics and Technology, Peking University, Beijing, China
| | - M. Lu
- Sun Yat-Sen University, Guangzhou, China
| | - Z. You
- Sun Yat-Sen University, Guangzhou, China
| | - X. Gao
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE), Fudan University, Shanghai, China
- Université Libre de Bruxelles, Brussels, Belgium
| | - H. Okawa
- Institute of Modern Physics and Key Laboratory of Nuclear Physics and Ion-beam Application (MOE), Fudan University, Shanghai, China
| | - Z. Lin
- Zhejiang University, Hangzhou, Zhejiang China
| | - M. Xiao
- Zhejiang University, Hangzhou, Zhejiang China
| | - C. Avila
- Universidad de Los Andes, Bogotá, Colombia
| | - A. Cabrera
- Universidad de Los Andes, Bogotá, Colombia
| | - C. Florez
- Universidad de Los Andes, Bogotá, Colombia
| | - J. Fraga
- Universidad de Los Andes, Bogotá, Colombia
| | | | - F. Ramirez
- Universidad de Antioquia, Medellín, Colombia
| | | | | | - D. Giljanovic
- Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
| | - N. Godinovic
- Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
| | - D. Lelas
- Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
| | - I. Puljak
- Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, University of Split, Split, Croatia
| | - Z. Antunovic
- Faculty of Science, University of Split, Split, Croatia
| | - M. Kovac
- Faculty of Science, University of Split, Split, Croatia
| | - T. Sculac
- Faculty of Science, University of Split, Split, Croatia
| | | | | | | | | | - A. Starodumov
- Institute Rudjer Boskovic, Zagreb, Croatia
- an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - T. Susa
- Institute Rudjer Boskovic, Zagreb, Croatia
| | | | | | | | | | - G. Kole
- University of Cyprus, Nicosia, Cyprus
| | | | | | - J. Mousa
- University of Cyprus, Nicosia, Cyprus
| | | | | | | | | | - H. Saka
- University of Cyprus, Nicosia, Cyprus
| | - M. Finger
- Charles University, Prague, Czech Republic
- an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - M. Finger
- Charles University, Prague, Czech Republic
- an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - A. Kveton
- Charles University, Prague, Czech Republic
| | - E. Ayala
- Escuela Politecnica Nacional, Quito, Ecuador
| | | | - A. A. Abdelalim
- Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt
- Helwan University, Cairo, Egypt
- Zewail City of Science and Technology, Zewail, Egypt
| | - S. Elgammal
- Academy of Scientific Research and Technology of the Arab Republic of Egypt, Egyptian Network of High Energy Physics, Cairo, Egypt
- British University in Egypt, Cairo, Egypt
| | - A. Lotfy
- Center for High Energy Physics (CHEP-FU), Fayoum University, El-Fayoum, Egypt
| | - M. A. Mahmoud
- Center for High Energy Physics (CHEP-FU), Fayoum University, El-Fayoum, Egypt
| | - S. Bhowmik
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - R. K. Dewanjee
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - K. Ehataht
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - M. Kadastik
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - S. Nandan
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - C. Nielsen
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - J. Pata
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - M. Raidal
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - L. Tani
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - C. Veelken
- National Institute of Chemical Physics and Biophysics, Tallinn, Estonia
| | - P. Eerola
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - L. Forthomme
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - H. Kirschenmann
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - K. Osterberg
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - M. Voutilainen
- Department of Physics, University of Helsinki, Helsinki, Finland
| | - S. Bharthuar
- Helsinki Institute of Physics, Helsinki, Finland
| | - E. Brücken
- Helsinki Institute of Physics, Helsinki, Finland
| | - F. Garcia
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - M. S. Kim
- Helsinki Institute of Physics, Helsinki, Finland
| | - R. Kinnunen
- Helsinki Institute of Physics, Helsinki, Finland
| | - T. Lampén
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - S. Lehti
- Helsinki Institute of Physics, Helsinki, Finland
| | - T. Lindén
- Helsinki Institute of Physics, Helsinki, Finland
| | - M. Lotti
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - M. Myllymäki
- Helsinki Institute of Physics, Helsinki, Finland
| | - J. Ott
- Helsinki Institute of Physics, Helsinki, Finland
| | - H. Siikonen
- Helsinki Institute of Physics, Helsinki, Finland
| | - E. Tuominen
- Helsinki Institute of Physics, Helsinki, Finland
| | | | - P. Luukka
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - H. Petrow
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - T. Tuuva
- Lappeenranta-Lahti University of Technology, Lappeenranta, Finland
| | - C. Amendola
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M. Besancon
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - F. Couderc
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M. Dejardin
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - D. Denegri
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J. L. Faure
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - F. Ferri
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - S. Ganjour
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - A. Givernaud
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - P. Gras
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | | | - P. Jarry
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - B. Lenzi
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - E. Locci
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J. Malcles
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - J. Rander
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - A. Rosowsky
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - M. Ö. Sahin
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - A. Savoy-Navarro
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
- Purdue University, West Lafayette, IN USA
| | - M. Titov
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - G. B. Yu
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - S. Ahuja
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - F. Beaudette
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - M. Bonanomi
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A. Buchot Perraguin
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - P. Busson
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A. Cappati
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - C. Charlot
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - O. Davignon
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - B. Diab
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - G. Falmagne
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - S. Ghosh
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - R. Granier de Cassagnac
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A. Hakimi
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - I. Kucher
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J. Motta
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - M. Nguyen
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - C. Ochando
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - P. Paganini
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J. Rembser
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - R. Salerno
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J. B. Sauvan
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - Y. Sirois
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A. Tarabini
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A. Zabi
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - A. Zghiche
- Laboratoire Leprince-Ringuet, CNRS/IN2P3, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, France
| | - J.-L. Agram
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
- Université de Haute Alsace, Mulhouse, France
| | - J. Andrea
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - D. Apparu
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - D. Bloch
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - G. Bourgatte
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - J.-M. Brom
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - E. C. Chabert
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - C. Collard
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - D. Darej
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - J. -C. Fontaine
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
- Université de Haute Alsace, Mulhouse, France
| | - U. Goerlach
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - C. Grimault
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - A.-C. Le Bihan
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - E. Nibigira
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - P. Van Hove
- Université de Strasbourg, CNRS, IPHC UMR 7178, Strasbourg, France
| | - E. Asilar
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - S. Beauceron
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - C. Bernet
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - G. Boudoul
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - C. Camen
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - A. Carle
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - N. Chanon
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - D. Contardo
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - P. Depasse
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - H. El Mamouni
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - J. Fay
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - S. Gascon
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - M. Gouzevitch
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - B. Ille
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - I. B. Laktineh
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - H. Lattaud
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - A. Lesauvage
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - M. Lethuillier
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - L. Mirabito
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - S. Perries
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - K. Shchablo
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - V. Sordini
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - L. Torterotot
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - G. Touquet
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - M. Vander Donckt
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - S. Viret
- Institut de Physique des 2 Infinis de Lyon (IP2I ), Villeurbanne, France
| | - I. Lomidze
- Georgian Technical University, Tbilisi, Georgia
| | - T. Toriashvili
- Georgian Technical University, Tbilisi, Georgia
- Tbilisi State University, Tbilisi, Georgia
| | - Z. Tsamalaidze
- Georgian Technical University, Tbilisi, Georgia
- an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Botta
- I. Physikalisches Institut, RWTH Aachen University, Aachen, Germany
| | - L. Feld
- I. Physikalisches Institut, RWTH Aachen University, Aachen, Germany
| | - K. Klein
- I. Physikalisches Institut, RWTH Aachen University, Aachen, Germany
| | - M. Lipinski
- I. Physikalisches Institut, RWTH Aachen University, Aachen, Germany
| | - D. Meuser
- I. Physikalisches Institut, RWTH Aachen University, Aachen, Germany
| | - A. Pauls
- I. Physikalisches Institut, RWTH Aachen University, Aachen, Germany
| | - M. P. Rauch
- I. Physikalisches Institut, RWTH Aachen University, Aachen, Germany
| | - N. Röwert
- I. Physikalisches Institut, RWTH Aachen University, Aachen, Germany
| | - J. Schulz
- I. Physikalisches Institut, RWTH Aachen University, Aachen, Germany
| | - M. Teroerde
- I. Physikalisches Institut, RWTH Aachen University, Aachen, Germany
| | - A. Dodonova
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - D. Eliseev
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - M. Erdmann
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - P. Fackeldey
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - B. Fischer
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - S. Ghosh
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - T. Hebbeker
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - K. Hoepfner
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - F. Ivone
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - H. Keller
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - L. Mastrolorenzo
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - M. Merschmeyer
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - A. Meyer
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - G. Mocellin
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - S. Mondal
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - S. Mukherjee
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - D. Noll
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - A. Novak
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - T. Pook
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - A. Pozdnyakov
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - Y. Rath
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - H. Reithler
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - J. Roemer
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - A. Schmidt
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - S. C. Schuler
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - A. Sharma
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - L. Vigilante
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - S. Wiedenbeck
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - S. Zaleski
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - C. Dziwok
- III. Physikalisches Institut B, RWTH Aachen University, Aachen, Germany
| | - G. Flügge
- III. Physikalisches Institut B, RWTH Aachen University, Aachen, Germany
| | - W. Haj Ahmad
- III. Physikalisches Institut B, RWTH Aachen University, Aachen, Germany
- Erzincan Binali Yildirim University, Erzincan, Turkey
| | - O. Hlushchenko
- III. Physikalisches Institut B, RWTH Aachen University, Aachen, Germany
| | - T. Kress
- III. Physikalisches Institut B, RWTH Aachen University, Aachen, Germany
| | - A. Nowack
- III. Physikalisches Institut B, RWTH Aachen University, Aachen, Germany
| | - C. Pistone
- III. Physikalisches Institut B, RWTH Aachen University, Aachen, Germany
| | - O. Pooth
- III. Physikalisches Institut B, RWTH Aachen University, Aachen, Germany
| | - D. Roy
- III. Physikalisches Institut B, RWTH Aachen University, Aachen, Germany
| | - H. Sert
- III. Physikalisches Institut B, RWTH Aachen University, Aachen, Germany
| | - A. Stahl
- III. Physikalisches Institut B, RWTH Aachen University, Aachen, Germany
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - T. Ziemons
- III. Physikalisches Institut B, RWTH Aachen University, Aachen, Germany
| | | | | | - P. Asmuss
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - S. Baxter
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - O. Behnke
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | | | - K. Borras
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - D. Brunner
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A. Campbell
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A. Cardini
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C. Cheng
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - F. Colombina
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | - V. Danilov
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M. De Silva
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - L. Didukh
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - G. Eckerlin
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D. Eckstein
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - O. Filatov
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - E. Gallo
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
- University of Hamburg, Hamburg, Germany
| | - A. Geiser
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A. Giraldi
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A. Grohsjean
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M. Guthoff
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A. Jafari
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
- Isfahan University of Technology, Isfahan, Iran
| | | | - A. Kasem
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - M. Kasemann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - H. Kaveh
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C. Kleinwort
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D. Krücker
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - W. Lange
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - J. Lidrych
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - K. Lipka
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - W. Lohmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
- Brandenburg University of Technology, Cottbus, Germany
| | - R. Mankel
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | - J. Metwally
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A. B. Meyer
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M. Meyer
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - J. Mnich
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - Y. Otarid
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - D. Pitzl
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A. Raspereza
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - J. Rübenach
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A. Saggio
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - A. Saibel
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M. Savitskyi
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - M. Scham
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - V. Scheurer
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - P. Schütze
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C. Schwanenberger
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
- University of Hamburg, Hamburg, Germany
| | - A. Singh
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - D. Stafford
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - N. Tonon
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - O. Turkot
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | - R. Walsh
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - D. Walter
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - Y. Wen
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - K. Wichmann
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - L. Wiens
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - C. Wissing
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - S. Wuchterl
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | | | | | - S. Bein
- University of Hamburg, Hamburg, Germany
| | - L. Benato
- University of Hamburg, Hamburg, Germany
| | | | - P. Connor
- University of Hamburg, Hamburg, Germany
| | - K. De Leo
- University of Hamburg, Hamburg, Germany
| | - M. Eich
- University of Hamburg, Hamburg, Germany
| | - F. Feindt
- University of Hamburg, Hamburg, Germany
| | | | | | | | | | - J. Haller
- University of Hamburg, Hamburg, Germany
| | | | | | | | - R. Kogler
- University of Hamburg, Hamburg, Germany
| | - T. Kramer
- University of Hamburg, Hamburg, Germany
| | | | - J. Lange
- University of Hamburg, Hamburg, Germany
| | - T. Lange
- University of Hamburg, Hamburg, Germany
| | | | - A. Malara
- University of Hamburg, Hamburg, Germany
| | | | | | - O. Rieger
- University of Hamburg, Hamburg, Germany
| | | | | | | | | | | | - H. Stadie
- University of Hamburg, Hamburg, Germany
| | | | - A. Tews
- University of Hamburg, Hamburg, Germany
| | | | - I. Zoi
- University of Hamburg, Hamburg, Germany
| | - J. Bechtel
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - T. Berger
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - E. Butz
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R. Caspart
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - T. Chwalek
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - W. De Boer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A. Dierlamm
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A. Droll
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - K. El Morabit
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - N. Faltermann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M. Giffels
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | | | - A. Gottmann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - F. Hartmann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C. Heidecker
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - U. Husemann
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - P. Keicher
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R. Koppenhöfer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S. Maier
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M. Metzler
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S. Mitra
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - Th. Müller
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M. Neukum
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - A. Nürnberg
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - G. Quast
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - K. Rabbertz
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - J. Rauser
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - D. Savoiu
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M. Schnepf
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - D. Seith
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - I. Shvetsov
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - H. J. Simonis
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R. Ulrich
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | | | - R. F. Von Cube
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M. Wassmer
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - M. Weber
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S. Wieland
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - R. Wolf
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S. Wozniewski
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - S. Wunsch
- Karlsruher Institut fuer Technologie, Karlsruhe, Germany
| | - G. Anagnostou
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - G. Daskalakis
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - T. Geralis
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A. Kyriakis
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | - A. Stakia
- Institute of Nuclear and Particle Physics (INPP), NCSR Demokritos, Aghia Paraskevi, Greece
| | | | - D. Karasavvas
- National and Kapodistrian University of Athens, Athens, Greece
| | - G. Karathanasis
- National and Kapodistrian University of Athens, Athens, Greece
| | - P. Kontaxakis
- National and Kapodistrian University of Athens, Athens, Greece
| | - C. K. Koraka
- National and Kapodistrian University of Athens, Athens, Greece
| | | | - A. Panagiotou
- National and Kapodistrian University of Athens, Athens, Greece
| | - I. Papavergou
- National and Kapodistrian University of Athens, Athens, Greece
| | - N. Saoulidou
- National and Kapodistrian University of Athens, Athens, Greece
| | - K. Theofilatos
- National and Kapodistrian University of Athens, Athens, Greece
| | - E. Tziaferi
- National and Kapodistrian University of Athens, Athens, Greece
| | - K. Vellidis
- National and Kapodistrian University of Athens, Athens, Greece
| | - E. Vourliotis
- National and Kapodistrian University of Athens, Athens, Greece
| | - G. Bakas
- National Technical University of Athens, Athens, Greece
| | - K. Kousouris
- National Technical University of Athens, Athens, Greece
| | | | - G. Tsipolitis
- National Technical University of Athens, Athens, Greece
| | | | | | | | | | - C. Foudas
- University of Ioánnina, Ioannina, Greece
| | | | | | - P. Kokkas
- University of Ioánnina, Ioannina, Greece
| | - N. Manthos
- University of Ioánnina, Ioannina, Greece
| | | | | | - M. Csanád
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - K. Farkas
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - M. M. A. Gadallah
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
- Physics Department, Faculty of Science, Assiut University, Assiut, Egypt
| | - S. Lökös
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | - P. Major
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - K. Mandal
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - A. Mehta
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - G. Pásztor
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - A. J. Rádl
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - O. Surányi
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - G. I. Veres
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - M. Bartók
- Wigner Research Centre for Physics, Budapest, Hungary
- Institute of Physics, University of Debrecen, Debrecen, Hungary
| | - G. Bencze
- Wigner Research Centre for Physics, Budapest, Hungary
| | - C. Hajdu
- Wigner Research Centre for Physics, Budapest, Hungary
| | - D. Horvath
- Wigner Research Centre for Physics, Budapest, Hungary
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - F. Sikler
- Wigner Research Centre for Physics, Budapest, Hungary
| | - V. Veszpremi
- Wigner Research Centre for Physics, Budapest, Hungary
| | - G. Vesztergombi
- Wigner Research Centre for Physics, Budapest, Hungary
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - S. Czellar
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - J. Karancsi
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
- Institute of Physics, University of Debrecen, Debrecen, Hungary
| | - J. Molnar
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - Z. Szillasi
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - D. Teyssier
- Institute of Nuclear Research ATOMKI, Debrecen, Hungary
| | - P. Raics
- Institute of Physics, University of Debrecen, Debrecen, Hungary
| | - Z. L. Trocsanyi
- Institute of Physics, University of Debrecen, Debrecen, Hungary
- MTA-ELTE Lendület CMS Particle and Nuclear Physics Group, Eötvös Loránd University, Budapest, Hungary
| | - B. Ujvari
- Institute of Physics, University of Debrecen, Debrecen, Hungary
| | - T. Csorgo
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
- Wigner Research Centre for Physics, Budapest, Hungary
| | - F. Nemes
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
- Wigner Research Centre for Physics, Budapest, Hungary
| | - T. Novak
- Karoly Robert Campus, MATE Institute of Technology, Gyongyos, Hungary
| | | | - D. Kumar
- Indian Institute of Science (IISc), Bangalore, India
| | - L. Panwar
- Indian Institute of Science (IISc), Bangalore, India
| | - P. C. Tiwari
- Indian Institute of Science (IISc), Bangalore, India
| | - S. Bansal
- Panjab University, Chandigarh, India
| | | | | | | | | | - N. Dhingra
- Panjab University, Chandigarh, India
- G.H.G. Khalsa College, Ludhiana, Punjab India
| | - R. Gupta
- Panjab University, Chandigarh, India
| | - A. Kaur
- Panjab University, Chandigarh, India
| | - M. Kaur
- Panjab University, Chandigarh, India
| | - S. Kaur
- Panjab University, Chandigarh, India
| | - P. Kumari
- Panjab University, Chandigarh, India
| | - M. Meena
- Panjab University, Chandigarh, India
| | | | | | | | - A. Ahmed
- University of Delhi, Delhi, India
| | | | | | - M. Gola
- University of Delhi, Delhi, India
| | | | - A. Kumar
- University of Delhi, Delhi, India
| | | | | | | | - A. Shah
- University of Delhi, Delhi, India
| | - M. Bharti
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
- Shoolini University, Solan, India
| | | | | | - D. Bhowmik
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S. Dutta
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S. Dutta
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - B. Gomber
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
- University of Hyderabad, Hyderabad, India
| | - M. Maity
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
- University of Visva-Bharati, Santiniketan, India
| | - P. Palit
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - P. K. Rout
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - G. Saha
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - B. Sahu
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - S. Sarkar
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - M. Sharan
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
| | - B. Singh
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
- Shoolini University, Solan, India
| | - S. Thakur
- Saha Institute of Nuclear Physics, HBNI, Kolkata, India
- Shoolini University, Solan, India
| | - P. K. Behera
- Indian Institute of Technology Madras, Madras, India
| | - S. C. Behera
- Indian Institute of Technology Madras, Madras, India
| | - P. Kalbhor
- Indian Institute of Technology Madras, Madras, India
| | - A. Muhammad
- Indian Institute of Technology Madras, Madras, India
| | - R. Pradhan
- Indian Institute of Technology Madras, Madras, India
| | | | - A. Sharma
- Indian Institute of Technology Madras, Madras, India
| | - A. K. Sikdar
- Indian Institute of Technology Madras, Madras, India
| | - D. Dutta
- Bhabha Atomic Research Centre, Mumbai, India
| | - V. Jha
- Bhabha Atomic Research Centre, Mumbai, India
| | - V. Kumar
- Bhabha Atomic Research Centre, Mumbai, India
| | | | - K. Naskar
- Bhabha Atomic Research Centre, Mumbai, India
- Indian Institute of Technology (IIT), Mumbai, India
| | | | - L. M. Pant
- Bhabha Atomic Research Centre, Mumbai, India
| | - P. Shukla
- Bhabha Atomic Research Centre, Mumbai, India
| | - T. Aziz
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - S. Dugad
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - M. Kumar
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - G. B. Mohanty
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - U. Sarkar
- Tata Institute of Fundamental Research-A, Mumbai, India
| | - S. Banerjee
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - R. Chudasama
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - M. Guchait
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S. Karmakar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S. Kumar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - G. Majumder
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - K. Mazumdar
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S. Mukherjee
- Tata Institute of Fundamental Research-B, Mumbai, India
| | - S. Bahinipati
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha India
- IIT Bhubaneswar, Bhubaneswar, India
| | - C. Kar
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha India
| | - P. Mal
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha India
| | - T. Mishra
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha India
| | - V. K. Muraleedharan Nair Bindhu
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha India
- Institute of Physics, Bhubaneswar, India
| | - A. Nayak
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha India
- Institute of Physics, Bhubaneswar, India
| | - P. Saha
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha India
| | - N. Sur
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha India
| | - S. K. Swain
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha India
| | - D. Vats
- National Institute of Science Education and Research, An OCC of Homi Bhabha National Institute, Bhubaneswar, Odisha India
- Institute of Physics, Bhubaneswar, India
| | - K. Alpana
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - S. Dube
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - B. Kansal
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - A. Laha
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - S. Pandey
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - A. Rane
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - A. Rastogi
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - S. Sharma
- Indian Institute of Science Education and Research (IISER), Pune, India
| | - H. Bakhshiansohi
- Isfahan University of Technology, Isfahan, Iran
- Deutsches Elektronen-Synchrotron, Hamburg, Germany
| | - E. Khazaie
- Isfahan University of Technology, Isfahan, Iran
| | - M. Zeinali
- Isfahan University of Technology, Isfahan, Iran
- Sharif University of Technology, Tehran, Iran
| | - S. Chenarani
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
- Department of Physics, University of Science and Technology of Mazandaran, Behshahr, Iran
| | - S. M. Etesami
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | - M. Khakzad
- Institute for Research in Fundamental Sciences (IPM), Tehran, Iran
| | | | | | - M. Abbrescia
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - R. Aly
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
- Helwan University, Cairo, Egypt
| | - C. Aruta
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - A. Colaleo
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - D. Creanza
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - N. De Filippis
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - M. De Palma
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - A. Di Florio
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - A. Di Pilato
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - W. Elmetenawee
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - L. Fiore
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - A. Gelmi
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - M. Gul
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - G. Iaselli
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - M. Ince
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - S. Lezki
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - G. Maggi
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - M. Maggi
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - I. Margjeka
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - V. Mastrapasqua
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - J. A. Merlin
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - S. My
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - S. Nuzzo
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - A. Pellecchia
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - A. Pompili
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - G. Pugliese
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - A. Ranieri
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - G. Selvaggi
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - L. Silvestris
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - F. M. Simone
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - R. Venditti
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - P. Verwilligen
- INFN Sezione di Bari, Università di Bari, Politecnico di Bari, Bari, Italy
| | - G. Abbiendi
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | - C. Battilana
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | - D. Bonacorsi
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | - L. Borgonovi
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | - L. Brigliadori
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | - R. Campanini
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | - P. Capiluppi
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | - A. Castro
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | - F. R. Cavallo
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | - M. Cuffiani
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | | | - T. Diotalevi
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | - F. Fabbri
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | - A. Fanfani
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | - P. Giacomelli
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | - L. Giommi
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | - C. Grandi
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | - L. Guiducci
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | - S. Lo Meo
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
- Italian National Agency for New Technologies, Energy and Sustainable Economic Development, Bologna, Italy
| | - L. Lunerti
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | - S. Marcellini
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | - G. Masetti
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | - F. L. Navarria
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | - A. Perrotta
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | - F. Primavera
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | - A. M. Rossi
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | - T. Rovelli
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | - G. P. Siroli
- INFN Sezione di Bologna, Università di Bologna, Bologna, Italy
| | - S. Albergo
- INFN Sezione di Catania, Università di Catania, Catania, Italy
- Centro Siciliano di Fisica Nucleare e di Struttura Della Materia, Catania, Italy
| | - S. Costa
- INFN Sezione di Catania, Università di Catania, Catania, Italy
- Centro Siciliano di Fisica Nucleare e di Struttura Della Materia, Catania, Italy
| | - A. Di Mattia
- INFN Sezione di Catania, Università di Catania, Catania, Italy
| | - R. Potenza
- INFN Sezione di Catania, Università di Catania, Catania, Italy
| | - A. Tricomi
- INFN Sezione di Catania, Università di Catania, Catania, Italy
- Centro Siciliano di Fisica Nucleare e di Struttura Della Materia, Catania, Italy
| | - C. Tuve
- INFN Sezione di Catania, Università di Catania, Catania, Italy
| | - G. Barbagli
- INFN Sezione di Firenze, Università di Firenze, Firenze, Italy
| | - A. Cassese
- INFN Sezione di Firenze, Università di Firenze, Firenze, Italy
| | - R. Ceccarelli
- INFN Sezione di Firenze, Università di Firenze, Firenze, Italy
| | - V. Ciulli
- INFN Sezione di Firenze, Università di Firenze, Firenze, Italy
| | - C. Civinini
- INFN Sezione di Firenze, Università di Firenze, Firenze, Italy
| | - R. D’Alessandro
- INFN Sezione di Firenze, Università di Firenze, Firenze, Italy
| | - E. Focardi
- INFN Sezione di Firenze, Università di Firenze, Firenze, Italy
| | - G. Latino
- INFN Sezione di Firenze, Università di Firenze, Firenze, Italy
| | - P. Lenzi
- INFN Sezione di Firenze, Università di Firenze, Firenze, Italy
| | - M. Lizzo
- INFN Sezione di Firenze, Università di Firenze, Firenze, Italy
| | - M. Meschini
- INFN Sezione di Firenze, Università di Firenze, Firenze, Italy
| | - S. Paoletti
- INFN Sezione di Firenze, Università di Firenze, Firenze, Italy
| | - R. Seidita
- INFN Sezione di Firenze, Università di Firenze, Firenze, Italy
| | - G. Sguazzoni
- INFN Sezione di Firenze, Università di Firenze, Firenze, Italy
| | - L. Viliani
- INFN Sezione di Firenze, Università di Firenze, Firenze, Italy
| | - L. Benussi
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - S. Bianco
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - D. Piccolo
- INFN Laboratori Nazionali di Frascati, Frascati, Italy
| | - M. Bozzo
- INFN Sezione di Genova, Università di Genova, Genoa, Italy
| | - F. Ferro
- INFN Sezione di Genova, Università di Genova, Genoa, Italy
| | - R. Mulargia
- INFN Sezione di Genova, Università di Genova, Genoa, Italy
| | - E. Robutti
- INFN Sezione di Genova, Università di Genova, Genoa, Italy
| | - S. Tosi
- INFN Sezione di Genova, Università di Genova, Genoa, Italy
| | - A. Benaglia
- INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milan, Italy
| | - G. Boldrini
- INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milan, Italy
| | - F. Brivio
- INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milan, Italy
| | - F. Cetorelli
- INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milan, Italy
| | - V. Ciriolo
- INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milan, Italy
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F. De Guio
- INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milan, Italy
| | - M. E. Dinardo
- INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milan, Italy
| | - P. Dini
- INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milan, Italy
| | - S. Gennai
- INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milan, Italy
| | - A. Ghezzi
- INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milan, Italy
| | - P. Govoni
- INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milan, Italy
| | - L. Guzzi
- INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milan, Italy
| | - M. Malberti
- INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milan, Italy
| | - S. Malvezzi
- INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milan, Italy
| | - A. Massironi
- INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milan, Italy
| | - D. Menasce
- INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milan, Italy
| | - L. Moroni
- INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milan, Italy
| | - M. Paganoni
- INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milan, Italy
| | - D. Pedrini
- INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milan, Italy
| | - B. S. Pinolini
- INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milan, Italy
| | - S. Ragazzi
- INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milan, Italy
| | - N. Redaelli
- INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milan, Italy
| | | | - D. Valsecchi
- INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milan, Italy
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D. Zuolo
- INFN Sezione di Milano-Bicocca, Università di Milano-Bicocca, Milan, Italy
| | - S. Buontempo
- INFN Sezione di Napoli, Università di Napoli ’Federico II’, Napoli, Italy; Università della Basilicata, Potenza, Italy; Università G. Marconi, Rome, Italy
| | - F. Carnevali
- INFN Sezione di Napoli, Università di Napoli ’Federico II’, Napoli, Italy; Università della Basilicata, Potenza, Italy; Università G. Marconi, Rome, Italy
| | - N. Cavallo
- INFN Sezione di Napoli, Università di Napoli ’Federico II’, Napoli, Italy; Università della Basilicata, Potenza, Italy; Università G. Marconi, Rome, Italy
| | - A. De Iorio
- INFN Sezione di Napoli, Università di Napoli ’Federico II’, Napoli, Italy; Università della Basilicata, Potenza, Italy; Università G. Marconi, Rome, Italy
| | - F. Fabozzi
- INFN Sezione di Napoli, Università di Napoli ’Federico II’, Napoli, Italy; Università della Basilicata, Potenza, Italy; Università G. Marconi, Rome, Italy
| | - A. O. M. Iorio
- INFN Sezione di Napoli, Università di Napoli ’Federico II’, Napoli, Italy; Università della Basilicata, Potenza, Italy; Università G. Marconi, Rome, Italy
| | - L. Lista
- INFN Sezione di Napoli, Università di Napoli ’Federico II’, Napoli, Italy; Università della Basilicata, Potenza, Italy; Università G. Marconi, Rome, Italy
| | - S. Meola
- INFN Sezione di Napoli, Università di Napoli ’Federico II’, Napoli, Italy; Università della Basilicata, Potenza, Italy; Università G. Marconi, Rome, Italy
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P. Paolucci
- INFN Sezione di Napoli, Università di Napoli ’Federico II’, Napoli, Italy; Università della Basilicata, Potenza, Italy; Università G. Marconi, Rome, Italy
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - B. Rossi
- INFN Sezione di Napoli, Università di Napoli ’Federico II’, Napoli, Italy; Università della Basilicata, Potenza, Italy; Università G. Marconi, Rome, Italy
| | - C. Sciacca
- INFN Sezione di Napoli, Università di Napoli ’Federico II’, Napoli, Italy; Università della Basilicata, Potenza, Italy; Università G. Marconi, Rome, Italy
| | - P. Azzi
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - N. Bacchetta
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - D. Bisello
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - P. Bortignon
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - A. Bragagnolo
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - R. Carlin
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - P. Checchia
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - T. Dorigo
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - U. Dosselli
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - F. Gasparini
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - U. Gasparini
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - G. Grosso
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - S. Y. Hoh
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - L. Layer
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
- Università di Napoli ’Federico II’, Naples, Italy
| | - E. Lusiani
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - M. Margoni
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - A. T. Meneguzzo
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - J. Pazzini
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - M. Presilla
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - P. Ronchese
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - R. Rossin
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - F. Simonetto
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - G. Strong
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - M. Tosi
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - H. Yarar
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - M. Zanetti
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - P. Zotto
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - A. Zucchetta
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - G. Zumerle
- INFN Sezione di Padova, Università di Padova, Padova, Italy; Università di Trento, Trento, Italy
| | - C. Aime‘
- INFN Sezione di Pavia, Università di Pavia, Pavia, Italy
| | - A. Braghieri
- INFN Sezione di Pavia, Università di Pavia, Pavia, Italy
| | - S. Calzaferri
- INFN Sezione di Pavia, Università di Pavia, Pavia, Italy
| | - D. Fiorina
- INFN Sezione di Pavia, Università di Pavia, Pavia, Italy
| | - P. Montagna
- INFN Sezione di Pavia, Università di Pavia, Pavia, Italy
| | - S. P. Ratti
- INFN Sezione di Pavia, Università di Pavia, Pavia, Italy
| | - V. Re
- INFN Sezione di Pavia, Università di Pavia, Pavia, Italy
| | - C. Riccardi
- INFN Sezione di Pavia, Università di Pavia, Pavia, Italy
| | - P. Salvini
- INFN Sezione di Pavia, Università di Pavia, Pavia, Italy
| | - I. Vai
- INFN Sezione di Pavia, Università di Pavia, Pavia, Italy
| | - P. Vitulo
- INFN Sezione di Pavia, Università di Pavia, Pavia, Italy
| | - P. Asenov
- INFN Sezione di Perugia, Università di Perugia, Perugia, Italy
- Consiglio Nazionale delle Ricerche-Istituto Officina dei Materiali, Perugia, Italy
| | - G. M. Bilei
- INFN Sezione di Perugia, Università di Perugia, Perugia, Italy
| | - D. Ciangottini
- INFN Sezione di Perugia, Università di Perugia, Perugia, Italy
| | - L. Fanò
- INFN Sezione di Perugia, Università di Perugia, Perugia, Italy
| | - P. Lariccia
- INFN Sezione di Perugia, Università di Perugia, Perugia, Italy
| | - M. Magherini
- INFN Sezione di Perugia, Università di Perugia, Perugia, Italy
| | - G. Mantovani
- INFN Sezione di Perugia, Università di Perugia, Perugia, Italy
| | - V. Mariani
- INFN Sezione di Perugia, Università di Perugia, Perugia, Italy
| | - M. Menichelli
- INFN Sezione di Perugia, Università di Perugia, Perugia, Italy
| | - F. Moscatelli
- INFN Sezione di Perugia, Università di Perugia, Perugia, Italy
- Consiglio Nazionale delle Ricerche-Istituto Officina dei Materiali, Perugia, Italy
| | - A. Piccinelli
- INFN Sezione di Perugia, Università di Perugia, Perugia, Italy
| | - A. Rossi
- INFN Sezione di Perugia, Università di Perugia, Perugia, Italy
| | - A. Santocchia
- INFN Sezione di Perugia, Università di Perugia, Perugia, Italy
| | - D. Spiga
- INFN Sezione di Perugia, Università di Perugia, Perugia, Italy
| | - T. Tedeschi
- INFN Sezione di Perugia, Università di Perugia, Perugia, Italy
| | - P. Azzurri
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - G. Bagliesi
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - V. Bertacchi
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - L. Bianchini
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - T. Boccali
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - E. Bossini
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - R. Castaldi
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - M. A. Ciocci
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - V. D’Amante
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - R. Dell’Orso
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - M. R. Di Domenico
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - S. Donato
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - A. Giassi
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - F. Ligabue
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - E. Manca
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - G. Mandorli
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - A. Messineo
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - F. Palla
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - S. Parolia
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - G. Ramirez-Sanchez
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - A. Rizzi
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - G. Rolandi
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - S. Roy Chowdhury
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - A. Scribano
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - N. Shafiei
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - P. Spagnolo
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - R. Tenchini
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - G. Tonelli
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - N. Turini
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - A. Venturi
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - P. G. Verdini
- INFN Sezione di Pisa, Università di Pisa, Scuola Normale Superiore di Pisa, Pisa, Italy; Università di Siena, Siena, Italy
| | - M. Campana
- INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy
| | - F. Cavallari
- INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy
| | - D. Del Re
- INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy
| | - E. Di Marco
- INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy
| | - M. Diemoz
- INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy
| | - E. Longo
- INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy
| | - P. Meridiani
- INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy
| | - G. Organtini
- INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy
| | - F. Pandolfi
- INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy
| | - R. Paramatti
- INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy
| | - C. Quaranta
- INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy
| | - S. Rahatlou
- INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy
| | - C. Rovelli
- INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy
| | | | - L. Soffi
- INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy
| | - R. Tramontano
- INFN Sezione di Roma, Sapienza Università di Roma, Rome, Italy
| | - N. Amapane
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - R. Arcidiacono
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - S. Argiro
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - M. Arneodo
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - N. Bartosik
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - R. Bellan
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - A. Bellora
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - J. Berenguer Antequera
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - C. Biino
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - N. Cartiglia
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - S. Cometti
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - M. Costa
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - R. Covarelli
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - N. Demaria
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - B. Kiani
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - F. Legger
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - C. Mariotti
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - S. Maselli
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - E. Migliore
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - E. Monteil
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - M. Monteno
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - M. M. Obertino
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - G. Ortona
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - L. Pacher
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - N. Pastrone
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - M. Pelliccioni
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - G. L. Pinna Angioni
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - M. Ruspa
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - K. Shchelina
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - F. Siviero
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - V. Sola
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - A. Solano
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - D. Soldi
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - A. Staiano
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - M. Tornago
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - D. Trocino
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - A. Vagnerini
- INFN Sezione di Torino, Università di Torino, Torino, Italy; Università del Piemonte Orientale, Novara, Italy
| | - S. Belforte
- INFN Sezione di Trieste, Università di Trieste, Trieste, Italy
| | - V. Candelise
- INFN Sezione di Trieste, Università di Trieste, Trieste, Italy
| | - M. Casarsa
- INFN Sezione di Trieste, Università di Trieste, Trieste, Italy
| | - F. Cossutti
- INFN Sezione di Trieste, Università di Trieste, Trieste, Italy
| | - A. Da Rold
- INFN Sezione di Trieste, Università di Trieste, Trieste, Italy
| | - G. Della Ricca
- INFN Sezione di Trieste, Università di Trieste, Trieste, Italy
| | - G. Sorrentino
- INFN Sezione di Trieste, Università di Trieste, Trieste, Italy
| | - F. Vazzoler
- INFN Sezione di Trieste, Università di Trieste, Trieste, Italy
| | - S. Dogra
- Kyungpook National University, Daegu, Korea
| | - C. Huh
- Kyungpook National University, Daegu, Korea
| | - B. Kim
- Kyungpook National University, Daegu, Korea
| | - D. H. Kim
- Kyungpook National University, Daegu, Korea
| | - G. N. Kim
- Kyungpook National University, Daegu, Korea
| | - J. Kim
- Kyungpook National University, Daegu, Korea
| | - J. Lee
- Kyungpook National University, Daegu, Korea
| | - S. W. Lee
- Kyungpook National University, Daegu, Korea
| | - C. S. Moon
- Kyungpook National University, Daegu, Korea
| | - Y. D. Oh
- Kyungpook National University, Daegu, Korea
| | - S. I. Pak
- Kyungpook National University, Daegu, Korea
| | | | - S. Sekmen
- Kyungpook National University, Daegu, Korea
| | - Y. C. Yang
- Kyungpook National University, Daegu, Korea
| | - H. Kim
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | - D. H. Moon
- Chonnam National University, Institute for Universe and Elementary Particles, Kwangju, Korea
| | | | | | - J. Park
- Hanyang University, Seoul, Korea
| | - S. Cho
- Korea University, Seoul, Korea
| | - S. Choi
- Korea University, Seoul, Korea
| | - Y. Go
- Korea University, Seoul, Korea
| | - B. Hong
- Korea University, Seoul, Korea
| | - K. Lee
- Korea University, Seoul, Korea
| | | | - J. Lim
- Korea University, Seoul, Korea
| | - J. Park
- Korea University, Seoul, Korea
| | | | - J. Yoo
- Korea University, Seoul, Korea
| | - J. Goh
- Department of Physics, Kyung Hee University, Seoul, Korea
| | - A. Gurtu
- Department of Physics, Kyung Hee University, Seoul, Korea
| | | | - Y. Kim
- Sejong University, Seoul, Korea
| | - J. Almond
- Seoul National University, Seoul, Korea
| | | | - J. Choi
- Seoul National University, Seoul, Korea
| | - S. Jeon
- Seoul National University, Seoul, Korea
| | - J. Kim
- Seoul National University, Seoul, Korea
| | - J. S. Kim
- Seoul National University, Seoul, Korea
| | - S. Ko
- Seoul National University, Seoul, Korea
| | - H. Kwon
- Seoul National University, Seoul, Korea
| | - H. Lee
- Seoul National University, Seoul, Korea
| | - S. Lee
- Seoul National University, Seoul, Korea
| | - B. H. Oh
- Seoul National University, Seoul, Korea
| | - M. Oh
- Seoul National University, Seoul, Korea
| | - S. B. Oh
- Seoul National University, Seoul, Korea
| | - H. Seo
- Seoul National University, Seoul, Korea
| | | | - I. Yoon
- Seoul National University, Seoul, Korea
| | - W. Jang
- University of Seoul, Seoul, Korea
| | | | - Y. Kang
- University of Seoul, Seoul, Korea
| | - S. Kim
- University of Seoul, Seoul, Korea
| | - B. Ko
- University of Seoul, Seoul, Korea
| | | | - Y. Lee
- University of Seoul, Seoul, Korea
| | | | - Y. Roh
- University of Seoul, Seoul, Korea
| | | | - D. Song
- University of Seoul, Seoul, Korea
| | | | - S. Yang
- University of Seoul, Seoul, Korea
| | - S. Ha
- Department of Physics, Yonsei University, Seoul, Korea
| | - H. D. Yoo
- Department of Physics, Yonsei University, Seoul, Korea
| | - M. Choi
- Sungkyunkwan University, Suwon, Korea
| | - Y. Jeong
- Sungkyunkwan University, Suwon, Korea
| | - H. Lee
- Sungkyunkwan University, Suwon, Korea
| | - Y. Lee
- Sungkyunkwan University, Suwon, Korea
| | - I. Yu
- Sungkyunkwan University, Suwon, Korea
| | - T. Beyrouthy
- College of Engineering and Technology, American University of the Middle East (AUM), Dasman, Kuwait
| | - Y. Maghrbi
- College of Engineering and Technology, American University of the Middle East (AUM), Dasman, Kuwait
| | - T. Torims
- Riga Technical University, Riga, Latvia
| | | | | | | | | | | | | | | | | | - M. N. Yusli
- National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Z. Zolkapli
- National Centre for Particle Physics, Universiti Malaya, Kuala Lumpur, Malaysia
| | | | | | | | | | - A. Sehrawat
- Universidad de Sonora (UNISON), Hermosillo, Mexico
| | | | - G. Ayala
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | - H. Castilla-Valdez
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | - I. Heredia-De La Cruz
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
- Consejo Nacional de Ciencia y Tecnología, Mexico City, Mexico
| | - R. Lopez-Fernandez
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | - D. A. Perez Navarro
- Centro de Investigacion y de Estudios Avanzados del IPN, Mexico City, Mexico
| | | | | | | | | | - I. Pedraza
- Benemerita Universidad Autonoma de Puebla, Puebla, Mexico
| | | | | | - I. Bubanja
- University of Montenegro, Podgorica, Montenegro
| | - J. Mijuskovic
- University of Montenegro, Podgorica, Montenegro
- IRFU, CEA, Université Paris-Saclay, Gif-sur-Yvette, France
| | - N. Raicevic
- University of Montenegro, Podgorica, Montenegro
| | | | - S. Bheesette
- University of Canterbury, Christchurch, New Zealand
| | - P. H. Butler
- University of Canterbury, Christchurch, New Zealand
| | - A. Ahmad
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M. I. Asghar
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - A. Awais
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M. I. M. Awan
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - H. R. Hoorani
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - W. A. Khan
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M. A. Shah
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M. Shoaib
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - M. Waqas
- National Centre for Physics, Quaid-I-Azam University, Islamabad, Pakistan
| | - V. Avati
- AGH University of Science and Technology Faculty of Computer Science, Electronics and Telecommunications, Kraków, Poland
| | - L. Grzanka
- AGH University of Science and Technology Faculty of Computer Science, Electronics and Telecommunications, Kraków, Poland
| | - M. Malawski
- AGH University of Science and Technology Faculty of Computer Science, Electronics and Telecommunications, Kraków, Poland
| | - H. Bialkowska
- National Centre for Nuclear Research, Swierk, Poland
| | - M. Bluj
- National Centre for Nuclear Research, Swierk, Poland
| | - B. Boimska
- National Centre for Nuclear Research, Swierk, Poland
| | - M. Górski
- National Centre for Nuclear Research, Swierk, Poland
| | - M. Kazana
- National Centre for Nuclear Research, Swierk, Poland
| | - M. Szleper
- National Centre for Nuclear Research, Swierk, Poland
| | - P. Zalewski
- National Centre for Nuclear Research, Swierk, Poland
| | - K. Bunkowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - K. Doroba
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - A. Kalinowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - M. Konecki
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - J. Krolikowski
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - M. Walczak
- Institute of Experimental Physics, Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - M. Araujo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisbon, Portugal
| | - P. Bargassa
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisbon, Portugal
| | - D. Bastos
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisbon, Portugal
| | - A. Boletti
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisbon, Portugal
| | - P. Faccioli
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisbon, Portugal
| | - M. Gallinaro
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisbon, Portugal
| | - J. Hollar
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisbon, Portugal
| | - N. Leonardo
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisbon, Portugal
| | - T. Niknejad
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisbon, Portugal
| | - M. Pisano
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisbon, Portugal
| | - J. Seixas
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisbon, Portugal
| | - O. Toldaiev
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisbon, Portugal
| | - J. Varela
- Laboratório de Instrumentação e Física Experimental de Partículas, Lisbon, Portugal
| | - P. Adzic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
- Faculty of Physics, University of Belgrade, Belgrade, Serbia
| | - M. Dordevic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - P. Milenovic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - J. Milosevic
- VINCA Institute of Nuclear Sciences, University of Belgrade, Belgrade, Serbia
| | - M. Aguilar-Benitez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J. Alcaraz Maestre
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - A. Álvarez Fernández
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - I. Bachiller
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M. Barrio Luna
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - Cristina F. Bedoya
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C. A. Carrillo Montoya
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M. Cepeda
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M. Cerrada
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - N. Colino
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - B. De La Cruz
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - A. Delgado Peris
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J. P. Fernández Ramos
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J. Flix
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M. C. Fouz
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - O. Gonzalez Lopez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - S. Goy Lopez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J. M. Hernandez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - M. I. Josa
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - J. León Holgado
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - D. Moran
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - Á. Navarro Tobar
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C. Perez Dengra
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | | | - J. Puerta Pelayo
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - I. Redondo
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - L. Romero
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - S. Sánchez Navas
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - L. Urda Gómez
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | - C. Willmott
- Centro de Investigaciones Energéticas Medioambientales y Tecnológicas (CIEMAT), Madrid, Spain
| | | | | | - B. Alvarez Gonzalez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J. Cuevas
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - C. Erice
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J. Fernandez Menendez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - S. Folgueras
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - I. Gonzalez Caballero
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - J. R. González Fernández
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - E. Palencia Cortezon
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - C. Ramón Álvarez
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - V. Rodríguez Bouza
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - A. Trapote
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | - N. Trevisani
- Universidad de Oviedo, Instituto Universitario de Ciencias y Tecnologías Espaciales de Asturias (ICTEA), Oviedo, Spain
| | | | - I. J. Cabrillo
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - A. Calderon
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J. Duarte Campderros
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - M. Fernandez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C. Fernandez Madrazo
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | | | - A. García Alonso
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - G. Gomez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C. Martinez Rivero
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | | | - F. Matorras
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - P. Matorras Cuevas
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J. Piedra Gomez
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - C. Prieels
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - T. Rodrigo
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - A. Ruiz-Jimeno
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - L. Scodellaro
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - I. Vila
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | - J. M. Vizan Garcia
- Instituto de Física de Cantabria (IFCA), CSIC-Universidad de Cantabria, Santander, Spain
| | | | - B. Kailasapathy
- University of Colombo, Colombo, Sri Lanka
- Trincomalee Campus, Eastern University, Sri Lanka, Nilaveli, Sri Lanka
| | | | | | | | - K. Liyanage
- Department of Physics, University of Ruhuna, Matara, Sri Lanka
| | - N. Perera
- Department of Physics, University of Ruhuna, Matara, Sri Lanka
| | - N. Wickramage
- Department of Physics, University of Ruhuna, Matara, Sri Lanka
| | - T. K. Aarrestad
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D. Abbaneo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J. Alimena
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E. Auffray
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G. Auzinger
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J. Baechler
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P. Baillon
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D. Barney
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J. Bendavid
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M. Bianco
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A. Bocci
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - T. Camporesi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - G. Cerminara
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S. S. Chhibra
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M. Cipriani
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L. Cristella
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D. d’Enterria
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A. Dabrowski
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A. David
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A. De Roeck
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M. M. Defranchis
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M. Deile
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M. Dobson
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M. Dünser
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - N. Dupont
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - N. Emriskova
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F. Fallavollita
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
- INFN Sezione di Pavia, Università di Pavia, Pavia, Italy
| | - D. Fasanella
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A. Florent
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G. Franzoni
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - W. Funk
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S. Giani
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D. Gigi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K. Gill
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F. Glege
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L. Gouskos
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M. Haranko
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J. Hegeman
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - Y. Iiyama
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - V. Innocente
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - T. James
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P. Janot
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J. Kaspar
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J. Kieseler
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M. Komm
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - N. Kratochwil
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C. Lange
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S. Laurila
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P. Lecoq
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K. Long
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C. Lourenço
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L. Malgeri
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S. Mallios
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M. Mannelli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A. C. Marini
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F. Meijers
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S. Mersi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E. Meschi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F. Moortgat
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M. Mulders
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S. Orfanelli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L. Orsini
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - F. Pantaleo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L. Pape
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - E. Perez
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M. Peruzzi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A. Petrilli
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G. Petrucciani
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A. Pfeiffer
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M. Pierini
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D. Piparo
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M. Pitt
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - H. Qu
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - T. Quast
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D. Rabady
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A. Racz
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | - M. Rieger
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M. Rovere
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - H. Sakulin
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J. Salfeld-Nebgen
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - S. Scarfi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - C. Schäfer
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - M. Selvaggi
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A. Sharma
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P. Silva
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - W. Snoeys
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - P. Sphicas
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
- National and Kapodistrian University of Athens, Athens, Greece
| | - S. Summers
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - K. Tatar
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - V. R. Tavolaro
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - D. Treille
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - A. Tsirou
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - G. P. Van Onsem
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - J. Wanczyk
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
- Ecole Polytechnique Fédérale Lausanne, Lausanne, Switzerland
| | - K. A. Wozniak
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - W. D. Zeuner
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | - L. Caminada
- Paul Scherrer Institut, Villigen, Switzerland
- Universität Zürich, Zurich, Switzerland
| | - A. Ebrahimi
- Paul Scherrer Institut, Villigen, Switzerland
| | - W. Erdmann
- Paul Scherrer Institut, Villigen, Switzerland
| | | | - Q. Ingram
- Paul Scherrer Institut, Villigen, Switzerland
| | | | | | | | - T. Rohe
- Paul Scherrer Institut, Villigen, Switzerland
| | - K. Androsov
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
- Ecole Polytechnique Fédérale Lausanne, Lausanne, Switzerland
| | - M. Backhaus
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - P. Berger
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A. Calandri
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - N. Chernyavskaya
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A. De Cosa
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - G. Dissertori
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M. Dittmar
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M. Donegà
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C. Dorfer
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F. Eble
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - K. Gedia
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F. Glessgen
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - T. A. Gómez Espinosa
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C. Grab
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D. Hits
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - W. Lustermann
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - A.-M. Lyon
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - R. A. Manzoni
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C. Martin Perez
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M. T. Meinhard
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F. Nessi-Tedaldi
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - J. Niedziela
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - F. Pauss
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - V. Perovic
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - S. Pigazzini
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M. G. Ratti
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M. Reichmann
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C. Reissel
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - T. Reitenspiess
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - B. Ristic
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D. Ruini
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D. A. Sanz Becerra
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - M. Schönenberger
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - V. Stampf
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - J. Steggemann
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
- Ecole Polytechnique Fédérale Lausanne, Lausanne, Switzerland
| | - R. Wallny
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - D. H. Zhu
- ETH Zurich-Institute for Particle Physics and Astrophysics (IPA), Zurich, Switzerland
| | - C. Amsler
- Universität Zürich, Zurich, Switzerland
- Stefan Meyer Institute for Subatomic Physics, Vienna, Austria
| | | | - C. Botta
- Universität Zürich, Zurich, Switzerland
| | | | | | | | - A. De Wit
- Universität Zürich, Zurich, Switzerland
| | | | | | | | - W. Jin
- Universität Zürich, Zurich, Switzerland
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - C. Adloff
- National Central University, Chung-Li, Taiwan
- Laboratoire d’Annecy-le-Vieux de Physique des Particules, IN2P3-CNRS, Annecy-le-Vieux, France
| | - C. M. Kuo
- National Central University, Chung-Li, Taiwan
| | - W. Lin
- National Central University, Chung-Li, Taiwan
| | - A. Roy
- National Central University, Chung-Li, Taiwan
| | - T. Sarkar
- National Central University, Chung-Li, Taiwan
- University of Visva-Bharati, Santiniketan, India
| | - S. S. Yu
- National Central University, Chung-Li, Taiwan
| | - L. Ceard
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y. Chao
- National Taiwan University (NTU), Taipei, Taiwan
| | - K. F. Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - P. H. Chen
- National Taiwan University (NTU), Taipei, Taiwan
| | - W.-S. Hou
- National Taiwan University (NTU), Taipei, Taiwan
| | - Y.y. Li
- National Taiwan University (NTU), Taipei, Taiwan
| | - R.-S. Lu
- National Taiwan University (NTU), Taipei, Taiwan
| | - E. Paganis
- National Taiwan University (NTU), Taipei, Taiwan
| | - A. Psallidas
- National Taiwan University (NTU), Taipei, Taiwan
| | - A. Steen
- National Taiwan University (NTU), Taipei, Taiwan
| | - H. y. Wu
- National Taiwan University (NTU), Taipei, Taiwan
| | - E. Yazgan
- National Taiwan University (NTU), Taipei, Taiwan
| | - P. r. Yu
- National Taiwan University (NTU), Taipei, Taiwan
| | - B. Asavapibhop
- Department of Physics, Faculty of Science, Chulalongkorn University, Bangkok, Thailand
| | - C. Asawatangtrakuldee
- Department of Physics, Faculty of Science, Chulalongkorn University, Bangkok, Thailand
| | - N. Srimanobhas
- Department of Physics, Faculty of Science, Chulalongkorn University, Bangkok, Thailand
| | - F. Boran
- Physics Department, Science and Art Faculty, Çukurova University, Adana, Turkey
| | - S. Damarseckin
- Physics Department, Science and Art Faculty, Çukurova University, Adana, Turkey
- Şırnak University, Sirnak, Turkey
| | - Z. S. Demiroglu
- Physics Department, Science and Art Faculty, Çukurova University, Adana, Turkey
| | - F. Dolek
- Physics Department, Science and Art Faculty, Çukurova University, Adana, Turkey
| | - I. Dumanoglu
- Physics Department, Science and Art Faculty, Çukurova University, Adana, Turkey
- Near East University, Research Center of Experimental Health Science, Mersin, Turkey
| | - E. Eskut
- Physics Department, Science and Art Faculty, Çukurova University, Adana, Turkey
| | - Y. Guler
- Physics Department, Science and Art Faculty, Çukurova University, Adana, Turkey
| | - E. Gurpinar Guler
- Physics Department, Science and Art Faculty, Çukurova University, Adana, Turkey
- Konya Technical University, Konya, Turkey
| | - I. Hos
- Physics Department, Science and Art Faculty, Çukurova University, Adana, Turkey
- Faculty of Engineering, Istanbul University-Cerrahpasa, Istanbul, Turkey
| | - C. Isik
- Physics Department, Science and Art Faculty, Çukurova University, Adana, Turkey
| | - O. Kara
- Physics Department, Science and Art Faculty, Çukurova University, Adana, Turkey
| | - A. Kayis Topaksu
- Physics Department, Science and Art Faculty, Çukurova University, Adana, Turkey
| | - U. Kiminsu
- Physics Department, Science and Art Faculty, Çukurova University, Adana, Turkey
| | - G. Onengut
- Physics Department, Science and Art Faculty, Çukurova University, Adana, Turkey
| | - K. Ozdemir
- Physics Department, Science and Art Faculty, Çukurova University, Adana, Turkey
- Izmir Bakircay University, Izmir, Turkey
| | - A. Polatoz
- Physics Department, Science and Art Faculty, Çukurova University, Adana, Turkey
| | - A. E. Simsek
- Physics Department, Science and Art Faculty, Çukurova University, Adana, Turkey
| | - B. Tali
- Physics Department, Science and Art Faculty, Çukurova University, Adana, Turkey
- Adiyaman University, Adiyaman, Turkey
| | - U. G. Tok
- Physics Department, Science and Art Faculty, Çukurova University, Adana, Turkey
| | - S. Turkcapar
- Physics Department, Science and Art Faculty, Çukurova University, Adana, Turkey
| | - I. S. Zorbakir
- Physics Department, Science and Art Faculty, Çukurova University, Adana, Turkey
| | - C. Zorbilmez
- Physics Department, Science and Art Faculty, Çukurova University, Adana, Turkey
| | - B. Isildak
- Physics Department, Middle East Technical University, Ankara, Turkey
- Yildiz Technical University, Istanbul, Turkey
| | - G. Karapinar
- Physics Department, Middle East Technical University, Ankara, Turkey
- Izmir Institute of Technology, Izmir, Turkey
| | - K. Ocalan
- Physics Department, Middle East Technical University, Ankara, Turkey
- Necmettin Erbakan University, Konya, Turkey
| | - M. Yalvac
- Physics Department, Middle East Technical University, Ankara, Turkey
- Bozok Universitetesi Rektörlügü, Yozgat, Turkey
| | - B. Akgun
- Bogazici University, Istanbul, Turkey
| | | | - E. Gülmez
- Bogazici University, Istanbul, Turkey
| | - M. Kaya
- Bogazici University, Istanbul, Turkey
- Marmara University, Istanbul, Turkey
| | - O. Kaya
- Bogazici University, Istanbul, Turkey
- Milli Savunma University, Istanbul, Turkey
| | | | - S. Tekten
- Bogazici University, Istanbul, Turkey
- Kafkas University, Kars, Turkey
| | - E. A. Yetkin
- Bogazici University, Istanbul, Turkey
- Istanbul Bilgi University, Istanbul, Turkey
| | - A. Cakir
- Istanbul Technical University, Istanbul, Turkey
| | - K. Cankocak
- Istanbul Technical University, Istanbul, Turkey
- Near East University, Research Center of Experimental Health Science, Mersin, Turkey
| | - Y. Komurcu
- Istanbul Technical University, Istanbul, Turkey
| | - S. Sen
- Istanbul Technical University, Istanbul, Turkey
- Hacettepe University, Ankara, Turkey
| | - S. Cerci
- Istanbul University, Istanbul, Turkey
- Adiyaman University, Adiyaman, Turkey
| | - B. Kaynak
- Istanbul University, Istanbul, Turkey
| | | | - D. Sunar Cerci
- Istanbul University, Istanbul, Turkey
- Adiyaman University, Adiyaman, Turkey
| | - B. Grynyov
- Institute for Scintillation Materials of National Academy of Science of Ukraine, Kharkiv, Ukraine
| | - L. Levchuk
- National Science Centre, Kharkiv Institute of Physics and Technology, Kharkiv, Ukraine
| | | | - E. Bhal
- University of Bristol, Bristol, UK
| | | | | | | | | | | | | | | | | | | | - M.-L. Holmberg
- University of Bristol, Bristol, UK
- Rutherford Appleton Laboratory, Didcot, United Kingdom
| | | | | | | | | | | | - N. Stylianou
- University of Bristol, Bristol, UK
- Vrije Universiteit Brussel, Brussels, Belgium
| | | | - R. White
- University of Bristol, Bristol, UK
| | - K. W. Bell
- Rutherford Appleton Laboratory, Didcot, UK
| | - A. Belyaev
- Rutherford Appleton Laboratory, Didcot, UK
- School of Physics and Astronomy, University of Southampton, Southampton, UK
| | - C. Brew
- Rutherford Appleton Laboratory, Didcot, UK
| | | | | | - C. Cooke
- Rutherford Appleton Laboratory, Didcot, UK
| | | | - K. Harder
- Rutherford Appleton Laboratory, Didcot, UK
| | - S. Harper
- Rutherford Appleton Laboratory, Didcot, UK
| | - J. Linacre
- Rutherford Appleton Laboratory, Didcot, UK
| | | | | | - E. Olaiya
- Rutherford Appleton Laboratory, Didcot, UK
| | - D. Petyt
- Rutherford Appleton Laboratory, Didcot, UK
| | - T. Reis
- Rutherford Appleton Laboratory, Didcot, UK
| | - T. Schuh
- Rutherford Appleton Laboratory, Didcot, UK
| | | | | | | | | | | | | | - J. Borg
- Imperial College, London, UK
| | | | | | | | - G. S. Chahal
- Imperial College, London, UK
- IPPP Durham University, Durham, UK
| | | | | | | | | | | | - G. Fedi
- Imperial College, London, UK
| | - G. Hall
- Imperial College, London, UK
| | | | - G. Iles
- Imperial College, London, UK
| | | | | | | | | | | | | | - J. Nash
- Imperial College, London, UK
- Monash University, Faculty of Science, Clayton, Australia
| | | | | | | | - A. Rose
- Imperial College, London, UK
| | | | - C. Seez
- Imperial College, London, UK
| | | | | | | | - T. Virdee
- Imperial College, London, UK
- CERN, European Organization for Nuclear Research, Geneva, Switzerland
| | | | | | | | | | | | | | - A. Khan
- Brunel University, Uxbridge, UK
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - R. Bartek
- Catholic University of America, Washington, DC USA
| | - A. Dominguez
- Catholic University of America, Washington, DC USA
| | - R. Uniyal
- Catholic University of America, Washington, DC USA
| | | | - A. Buccilli
- The University of Alabama, Tuscaloosa, AL USA
| | | | - D. Di Croce
- The University of Alabama, Tuscaloosa, AL USA
| | | | | | - C. U. Perez
- The University of Alabama, Tuscaloosa, AL USA
| | - P. Rumerio
- The University of Alabama, Tuscaloosa, AL USA
- Università di Torino, Turin, Italy
| | - C. West
- The University of Alabama, Tuscaloosa, AL USA
| | | | | | | | - C. Cosby
- Boston University, Boston, MA USA
| | | | | | | | - J. Rohlf
- Boston University, Boston, MA USA
| | | | | | | | | | | | - S. Yuan
- Boston University, Boston, MA USA
| | - D. Zou
- Boston University, Boston, MA USA
| | | | - B. Burkle
- Brown University, Providence, RI USA
| | - X. Coubez
- Brown University, Providence, RI USA
- III. Physikalisches Institut A, RWTH Aachen University, Aachen, Germany
| | - D. Cutts
- Brown University, Providence, RI USA
| | - M. Hadley
- Brown University, Providence, RI USA
| | - U. Heintz
- Brown University, Providence, RI USA
| | - J. M. Hogan
- Brown University, Providence, RI USA
- Bethel University, St. Paul, MN USA
| | | | - K. T. Lau
- Brown University, Providence, RI USA
| | | | - J. Luo
- Brown University, Providence, RI USA
| | - M. Narain
- Brown University, Providence, RI USA
| | - S. Sagir
- Brown University, Providence, RI USA
- Karamanoğlu Mehmetbey University, Karaman, Turkey
| | - E. Usai
- Brown University, Providence, RI USA
| | | | - X. Yan
- Brown University, Providence, RI USA
| | - D. Yu
- Brown University, Providence, RI USA
| | - W. Zhang
- Brown University, Providence, RI USA
| | - J. Bonilla
- University of California, Davis, Davis, CA USA
| | - C. Brainerd
- University of California, Davis, Davis, CA USA
| | - R. Breedon
- University of California, Davis, Davis, CA USA
| | | | - M. Chertok
- University of California, Davis, Davis, CA USA
| | - J. Conway
- University of California, Davis, Davis, CA USA
| | - P. T. Cox
- University of California, Davis, Davis, CA USA
| | - R. Erbacher
- University of California, Davis, Davis, CA USA
| | - G. Haza
- University of California, Davis, Davis, CA USA
| | - F. Jensen
- University of California, Davis, Davis, CA USA
| | - O. Kukral
- University of California, Davis, Davis, CA USA
| | - R. Lander
- University of California, Davis, Davis, CA USA
| | - M. Mulhearn
- University of California, Davis, Davis, CA USA
| | - D. Pellett
- University of California, Davis, Davis, CA USA
| | - B. Regnery
- University of California, Davis, Davis, CA USA
| | - D. Taylor
- University of California, Davis, Davis, CA USA
| | - Y. Yao
- University of California, Davis, Davis, CA USA
| | - F. Zhang
- University of California, Davis, Davis, CA USA
| | - M. Bachtis
- University of California, Los Angeles, CA USA
| | - R. Cousins
- University of California, Los Angeles, CA USA
| | - A. Datta
- University of California, Los Angeles, CA USA
| | - D. Hamilton
- University of California, Los Angeles, CA USA
| | - J. Hauser
- University of California, Los Angeles, CA USA
| | | | - M. A. Iqbal
- University of California, Los Angeles, CA USA
| | - T. Lam
- University of California, Los Angeles, CA USA
| | - W. A. Nash
- University of California, Los Angeles, CA USA
| | - S. Regnard
- University of California, Los Angeles, CA USA
| | | | - B. Stone
- University of California, Los Angeles, CA USA
| | - V. Valuev
- University of California, Los Angeles, CA USA
| | - K. Burt
- University of California, Riverside, Riverside, CA USA
| | - Y. Chen
- University of California, Riverside, Riverside, CA USA
| | - R. Clare
- University of California, Riverside, Riverside, CA USA
| | - J. W. Gary
- University of California, Riverside, Riverside, CA USA
| | - M. Gordon
- University of California, Riverside, Riverside, CA USA
| | - G. Hanson
- University of California, Riverside, Riverside, CA USA
| | | | - O. R. Long
- University of California, Riverside, Riverside, CA USA
| | - N. Manganelli
- University of California, Riverside, Riverside, CA USA
| | | | - W. Si
- University of California, Riverside, Riverside, CA USA
| | - S. Wimpenny
- University of California, Riverside, Riverside, CA USA
| | - Y. Zhang
- University of California, Riverside, Riverside, CA USA
| | - J. G. Branson
- University of California, San Diego, La Jolla, CA USA
| | - P. Chang
- University of California, San Diego, La Jolla, CA USA
| | - S. Cittolin
- University of California, San Diego, La Jolla, CA USA
| | | | - N. Deelen
- University of California, San Diego, La Jolla, CA USA
| | - D. Diaz
- University of California, San Diego, La Jolla, CA USA
| | - J. Duarte
- University of California, San Diego, La Jolla, CA USA
| | - R. Gerosa
- University of California, San Diego, La Jolla, CA USA
| | - L. Giannini
- University of California, San Diego, La Jolla, CA USA
| | - D. Gilbert
- University of California, San Diego, La Jolla, CA USA
| | - J. Guiang
- University of California, San Diego, La Jolla, CA USA
| | - R. Kansal
- University of California, San Diego, La Jolla, CA USA
| | - V. Krutelyov
- University of California, San Diego, La Jolla, CA USA
| | - R. Lee
- University of California, San Diego, La Jolla, CA USA
| | - J. Letts
- University of California, San Diego, La Jolla, CA USA
| | | | - S. May
- University of California, San Diego, La Jolla, CA USA
| | - M. Pieri
- University of California, San Diego, La Jolla, CA USA
| | | | - V. Sharma
- University of California, San Diego, La Jolla, CA USA
| | - M. Tadel
- University of California, San Diego, La Jolla, CA USA
| | - A. Vartak
- University of California, San Diego, La Jolla, CA USA
| | - F. Würthwein
- University of California, San Diego, La Jolla, CA USA
| | - Y. Xiang
- University of California, San Diego, La Jolla, CA USA
| | - A. Yagil
- University of California, San Diego, La Jolla, CA USA
| | - N. Amin
- Department of Physics, University of California, Santa Barbara, Santa Barbara, CA USA
| | - C. Campagnari
- Department of Physics, University of California, Santa Barbara, Santa Barbara, CA USA
| | - M. Citron
- Department of Physics, University of California, Santa Barbara, Santa Barbara, CA USA
| | - A. Dorsett
- Department of Physics, University of California, Santa Barbara, Santa Barbara, CA USA
| | - V. Dutta
- Department of Physics, University of California, Santa Barbara, Santa Barbara, CA USA
| | - J. Incandela
- Department of Physics, University of California, Santa Barbara, Santa Barbara, CA USA
| | - M. Kilpatrick
- Department of Physics, University of California, Santa Barbara, Santa Barbara, CA USA
| | - J. Kim
- Department of Physics, University of California, Santa Barbara, Santa Barbara, CA USA
| | - B. Marsh
- Department of Physics, University of California, Santa Barbara, Santa Barbara, CA USA
| | - H. Mei
- Department of Physics, University of California, Santa Barbara, Santa Barbara, CA USA
| | - M. Oshiro
- Department of Physics, University of California, Santa Barbara, Santa Barbara, CA USA
| | - M. Quinnan
- Department of Physics, University of California, Santa Barbara, Santa Barbara, CA USA
| | - J. Richman
- Department of Physics, University of California, Santa Barbara, Santa Barbara, CA USA
| | - U. Sarica
- Department of Physics, University of California, Santa Barbara, Santa Barbara, CA USA
| | - F. Setti
- Department of Physics, University of California, Santa Barbara, Santa Barbara, CA USA
| | - J. Sheplock
- Department of Physics, University of California, Santa Barbara, Santa Barbara, CA USA
| | - D. Stuart
- Department of Physics, University of California, Santa Barbara, Santa Barbara, CA USA
| | - S. Wang
- Department of Physics, University of California, Santa Barbara, Santa Barbara, CA USA
| | - A. Bornheim
- California Institute of Technology, Pasadena, CA USA
| | - O. Cerri
- California Institute of Technology, Pasadena, CA USA
| | - I. Dutta
- California Institute of Technology, Pasadena, CA USA
| | - J. M. Lawhorn
- California Institute of Technology, Pasadena, CA USA
| | - N. Lu
- California Institute of Technology, Pasadena, CA USA
| | - J. Mao
- California Institute of Technology, Pasadena, CA USA
| | - H. B. Newman
- California Institute of Technology, Pasadena, CA USA
| | - T. Q. Nguyen
- California Institute of Technology, Pasadena, CA USA
| | - M. Spiropulu
- California Institute of Technology, Pasadena, CA USA
| | - J. R. Vlimant
- California Institute of Technology, Pasadena, CA USA
| | - C. Wang
- California Institute of Technology, Pasadena, CA USA
| | - S. Xie
- California Institute of Technology, Pasadena, CA USA
| | - Z. Zhang
- California Institute of Technology, Pasadena, CA USA
| | - R. Y. Zhu
- California Institute of Technology, Pasadena, CA USA
| | - J. Alison
- Carnegie Mellon University, Pittsburgh, PA USA
| | - S. An
- Carnegie Mellon University, Pittsburgh, PA USA
| | | | - P. Bryant
- Carnegie Mellon University, Pittsburgh, PA USA
| | - T. Ferguson
- Carnegie Mellon University, Pittsburgh, PA USA
| | - A. Harilal
- Carnegie Mellon University, Pittsburgh, PA USA
| | - C. Liu
- Carnegie Mellon University, Pittsburgh, PA USA
| | | | - M. Paulini
- Carnegie Mellon University, Pittsburgh, PA USA
| | - A. Sanchez
- Carnegie Mellon University, Pittsburgh, PA USA
| | - W. Terrill
- Carnegie Mellon University, Pittsburgh, PA USA
| | | | - W. T. Ford
- University of Colorado Boulder, Boulder, CO USA
| | - A. Hassani
- University of Colorado Boulder, Boulder, CO USA
| | | | - R. Patel
- University of Colorado Boulder, Boulder, CO USA
| | - A. Perloff
- University of Colorado Boulder, Boulder, CO USA
| | - C. Savard
- University of Colorado Boulder, Boulder, CO USA
| | - K. Stenson
- University of Colorado Boulder, Boulder, CO USA
| | - K. A. Ulmer
- University of Colorado Boulder, Boulder, CO USA
| | | | | | | | - Y. Cheng
- Cornell University, Ithaca, NY USA
| | | | - S. Hogan
- Cornell University, Ithaca, NY USA
| | | | | | - D. Quach
- Cornell University, Ithaca, NY USA
| | | | - M. Reid
- Cornell University, Ithaca, NY USA
| | - A. Ryd
- Cornell University, Ithaca, NY USA
| | - W. Sun
- Cornell University, Ithaca, NY USA
| | - J. Thom
- Cornell University, Ithaca, NY USA
| | | | - R. Zou
- Cornell University, Ithaca, NY USA
| | - M. Albrow
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - M. Alyari
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - G. Apollinari
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - A. Apresyan
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - A. Apyan
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - S. Banerjee
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | | | - D. Berry
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - J. Berryhill
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - P. C. Bhat
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - K. Burkett
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - J. N. Butler
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - A. Canepa
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - G. B. Cerati
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | | | - F. Chlebana
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - M. Cremonesi
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | | | - V. D. Elvira
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - Y. Feng
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - J. Freeman
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - Z. Gecse
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - L. Gray
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - D. Green
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - S. Grünendahl
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - O. Gutsche
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - R. M. Harris
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - R. Heller
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - T. C. Herwig
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - J. Hirschauer
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - B. Jayatilaka
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - S. Jindariani
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - M. Johnson
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - U. Joshi
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - T. Klijnsma
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - B. Klima
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - K. H. M. Kwok
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - S. Lammel
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - D. Lincoln
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - R. Lipton
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - T. Liu
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - C. Madrid
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - K. Maeshima
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - C. Mantilla
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - D. Mason
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - P. McBride
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - P. Merkel
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - S. Mrenna
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - S. Nahn
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - J. Ngadiuba
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - V. O’Dell
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | | | - K. Pedro
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - C. Pena
- Fermi National Accelerator Laboratory, Batavia, IL USA
- California Institute of Technology, Pasadena, CA USA
| | - O. Prokofyev
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - F. Ravera
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | | | - L. Ristori
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - B. Schneider
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | | | - N. Smith
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - A. Soha
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | | | - L. Spiegel
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - J. Strait
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - L. Taylor
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - S. Tkaczyk
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - N. V. Tran
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - L. Uplegger
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | | | - H. A. Weber
- Fermi National Accelerator Laboratory, Batavia, IL USA
| | - D. Acosta
- University of Florida, Gainesville, FL USA
| | - P. Avery
- University of Florida, Gainesville, FL USA
| | | | | | | | - F. Errico
- University of Florida, Gainesville, FL USA
| | | | | | | | - M. Kim
- University of Florida, Gainesville, FL USA
| | - E. Koenig
- University of Florida, Gainesville, FL USA
| | | | - A. Korytov
- University of Florida, Gainesville, FL USA
| | - K. H. Lo
- University of Florida, Gainesville, FL USA
| | - K. Matchev
- University of Florida, Gainesville, FL USA
| | | | | | | | - N. Rawal
- University of Florida, Gainesville, FL USA
| | | | | | - K. Shi
- University of Florida, Gainesville, FL USA
| | - J. Sturdy
- University of Florida, Gainesville, FL USA
| | - J. Wang
- University of Florida, Gainesville, FL USA
| | | | - X. Zuo
- University of Florida, Gainesville, FL USA
| | - T. Adams
- Florida State University, Tallahassee, FL USA
| | - A. Askew
- Florida State University, Tallahassee, FL USA
| | | | - V. Hagopian
- Florida State University, Tallahassee, FL USA
| | | | - R. Khurana
- Florida State University, Tallahassee, FL USA
| | - T. Kolberg
- Florida State University, Tallahassee, FL USA
| | - G. Martinez
- Florida State University, Tallahassee, FL USA
| | - H. Prosper
- Florida State University, Tallahassee, FL USA
| | - C. Schiber
- Florida State University, Tallahassee, FL USA
| | - O. Viazlo
- Florida State University, Tallahassee, FL USA
| | - R. Yohay
- Florida State University, Tallahassee, FL USA
| | - J. Zhang
- Florida State University, Tallahassee, FL USA
| | | | - S. Butalla
- Florida Institute of Technology, Melbourne, FL USA
| | - T. Elkafrawy
- Florida Institute of Technology, Melbourne, FL USA
- Ain Shams University, Cairo, Egypt
| | - M. Hohlmann
- Florida Institute of Technology, Melbourne, FL USA
| | | | - D. Noonan
- Florida Institute of Technology, Melbourne, FL USA
| | - M. Rahmani
- Florida Institute of Technology, Melbourne, FL USA
| | - F. Yumiceva
- Florida Institute of Technology, Melbourne, FL USA
| | - M. R. Adams
- University of Illinois at Chicago (UIC), Chicago, IL USA
| | | | - R. Cavanaugh
- University of Illinois at Chicago (UIC), Chicago, IL USA
| | - X. Chen
- University of Illinois at Chicago (UIC), Chicago, IL USA
| | - S. Dittmer
- University of Illinois at Chicago (UIC), Chicago, IL USA
| | - O. Evdokimov
- University of Illinois at Chicago (UIC), Chicago, IL USA
| | - C. E. Gerber
- University of Illinois at Chicago (UIC), Chicago, IL USA
| | - D. A. Hangal
- University of Illinois at Chicago (UIC), Chicago, IL USA
| | - D. J. Hofman
- University of Illinois at Chicago (UIC), Chicago, IL USA
| | - A. H. Merrit
- University of Illinois at Chicago (UIC), Chicago, IL USA
| | - C. Mills
- University of Illinois at Chicago (UIC), Chicago, IL USA
| | - G. Oh
- University of Illinois at Chicago (UIC), Chicago, IL USA
| | - T. Roy
- University of Illinois at Chicago (UIC), Chicago, IL USA
| | - S. Rudrabhatla
- University of Illinois at Chicago (UIC), Chicago, IL USA
| | - M. B. Tonjes
- University of Illinois at Chicago (UIC), Chicago, IL USA
| | - N. Varelas
- University of Illinois at Chicago (UIC), Chicago, IL USA
| | - J. Viinikainen
- University of Illinois at Chicago (UIC), Chicago, IL USA
| | - X. Wang
- University of Illinois at Chicago (UIC), Chicago, IL USA
| | - Z. Wu
- University of Illinois at Chicago (UIC), Chicago, IL USA
| | - Z. Ye
- University of Illinois at Chicago (UIC), Chicago, IL USA
| | | | - K. Dilsiz
- The University of Iowa, Iowa City, IA USA
- Bingol University, Bingol, Turkey
| | | | | | | | - A. Mestvirishvili
- The University of Iowa, Iowa City, IA USA
- Georgian Technical University, Tbilisi, Georgia
| | | | - H. Ogul
- The University of Iowa, Iowa City, IA USA
- Sinop University, Sinop, Turkey
| | - Y. Onel
- The University of Iowa, Iowa City, IA USA
| | - A. Penzo
- The University of Iowa, Iowa City, IA USA
| | - C. Snyder
- The University of Iowa, Iowa City, IA USA
| | - E. Tiras
- The University of Iowa, Iowa City, IA USA
- Erciyes University, Kayseri, Turkey
| | - O. Amram
- Johns Hopkins University, Baltimore, MD USA
| | | | | | - J. Davis
- Johns Hopkins University, Baltimore, MD USA
| | | | | | | | | | - J. Roskes
- Johns Hopkins University, Baltimore, MD USA
| | - M. Swartz
- Johns Hopkins University, Baltimore, MD USA
| | - T. Á. Vámi
- Johns Hopkins University, Baltimore, MD USA
| | - A. Abreu
- The University of Kansas, Lawrence, KS USA
| | | | | | | | - A. Bean
- The University of Kansas, Lawrence, KS USA
| | | | - Z. Flowers
- The University of Kansas, Lawrence, KS USA
| | - T. Isidori
- The University of Kansas, Lawrence, KS USA
| | - S. Khalil
- The University of Kansas, Lawrence, KS USA
| | - J. King
- The University of Kansas, Lawrence, KS USA
| | | | | | | | - C. Lindsey
- The University of Kansas, Lawrence, KS USA
| | - J. Marquez
- The University of Kansas, Lawrence, KS USA
| | - N. Minafra
- The University of Kansas, Lawrence, KS USA
| | - M. Murray
- The University of Kansas, Lawrence, KS USA
| | - M. Nickel
- The University of Kansas, Lawrence, KS USA
| | - C. Rogan
- The University of Kansas, Lawrence, KS USA
| | - C. Royon
- The University of Kansas, Lawrence, KS USA
| | | | - S. Sanders
- The University of Kansas, Lawrence, KS USA
| | - E. Schmitz
- The University of Kansas, Lawrence, KS USA
| | - C. Smith
- The University of Kansas, Lawrence, KS USA
| | | | - Q. Wang
- The University of Kansas, Lawrence, KS USA
| | - Z. Warner
- The University of Kansas, Lawrence, KS USA
| | | | - G. Wilson
- The University of Kansas, Lawrence, KS USA
| | - S. Duric
- Kansas State University, Manhattan, KS USA
| | - A. Ivanov
- Kansas State University, Manhattan, KS USA
| | - K. Kaadze
- Kansas State University, Manhattan, KS USA
| | - D. Kim
- Kansas State University, Manhattan, KS USA
| | - Y. Maravin
- Kansas State University, Manhattan, KS USA
| | | | - A. Modak
- Kansas State University, Manhattan, KS USA
| | - K. Nam
- Kansas State University, Manhattan, KS USA
| | - F. Rebassoo
- Lawrence Livermore National Laboratory, Livermore, CA USA
| | - D. Wright
- Lawrence Livermore National Laboratory, Livermore, CA USA
| | - E. Adams
- University of Maryland, College Park, MD USA
| | - A. Baden
- University of Maryland, College Park, MD USA
| | - O. Baron
- University of Maryland, College Park, MD USA
| | - A. Belloni
- University of Maryland, College Park, MD USA
| | - S. C. Eno
- University of Maryland, College Park, MD USA
| | | | - S. Jabeen
- University of Maryland, College Park, MD USA
| | | | - T. Koeth
- University of Maryland, College Park, MD USA
| | | | - S. Nabili
- University of Maryland, College Park, MD USA
| | - C. Palmer
- University of Maryland, College Park, MD USA
| | - M. Seidel
- University of Maryland, College Park, MD USA
| | - A. Skuja
- University of Maryland, College Park, MD USA
| | - L. Wang
- University of Maryland, College Park, MD USA
| | - K. Wong
- University of Maryland, College Park, MD USA
| | - D. Abercrombie
- Massachusetts Institute of Technology, Cambridge, MA USA
| | - G. Andreassi
- Massachusetts Institute of Technology, Cambridge, MA USA
| | - R. Bi
- Massachusetts Institute of Technology, Cambridge, MA USA
| | - S. Brandt
- Massachusetts Institute of Technology, Cambridge, MA USA
| | - W. Busza
- Massachusetts Institute of Technology, Cambridge, MA USA
| | - I. A. Cali
- Massachusetts Institute of Technology, Cambridge, MA USA
| | - Y. Chen
- Massachusetts Institute of Technology, Cambridge, MA USA
| | - M. D’Alfonso
- Massachusetts Institute of Technology, Cambridge, MA USA
| | - J. Eysermans
- Massachusetts Institute of Technology, Cambridge, MA USA
| | - C. Freer
- Massachusetts Institute of Technology, Cambridge, MA USA
| | | | - M. Goncharov
- Massachusetts Institute of Technology, Cambridge, MA USA
| | - P. Harris
- Massachusetts Institute of Technology, Cambridge, MA USA
| | - M. Hu
- Massachusetts Institute of Technology, Cambridge, MA USA
| | - M. Klute
- Massachusetts Institute of Technology, Cambridge, MA USA
| | - D. Kovalskyi
- Massachusetts Institute of Technology, Cambridge, MA USA
| | - J. Krupa
- Massachusetts Institute of Technology, Cambridge, MA USA
| | - Y.-J. Lee
- Massachusetts Institute of Technology, Cambridge, MA USA
| | - B. Maier
- Massachusetts Institute of Technology, Cambridge, MA USA
| | - C. Mironov
- Massachusetts Institute of Technology, Cambridge, MA USA
| | - C. Paus
- Massachusetts Institute of Technology, Cambridge, MA USA
| | - D. Rankin
- Massachusetts Institute of Technology, Cambridge, MA USA
| | - C. Roland
- Massachusetts Institute of Technology, Cambridge, MA USA
| | - G. Roland
- Massachusetts Institute of Technology, Cambridge, MA USA
| | - Z. Shi
- Massachusetts Institute of Technology, Cambridge, MA USA
| | | | - J. Wang
- Massachusetts Institute of Technology, Cambridge, MA USA
| | - Z. Wang
- Massachusetts Institute of Technology, Cambridge, MA USA
| | - B. Wyslouch
- Massachusetts Institute of Technology, Cambridge, MA USA
| | | | - A. Evans
- University of Minnesota, Minneapolis, MN USA
| | - P. Hansen
- University of Minnesota, Minneapolis, MN USA
| | | | - Sh. Jain
- University of Minnesota, Minneapolis, MN USA
| | - M. Krohn
- University of Minnesota, Minneapolis, MN USA
| | - Y. Kubota
- University of Minnesota, Minneapolis, MN USA
| | - J. Mans
- University of Minnesota, Minneapolis, MN USA
| | - M. Revering
- University of Minnesota, Minneapolis, MN USA
| | - R. Rusack
- University of Minnesota, Minneapolis, MN USA
| | - R. Saradhy
- University of Minnesota, Minneapolis, MN USA
| | | | - N. Strobbe
- University of Minnesota, Minneapolis, MN USA
| | - M. A. Wadud
- University of Minnesota, Minneapolis, MN USA
| | - K. Bloom
- University of Nebraska-Lincoln, Lincoln, NE USA
| | - M. Bryson
- University of Nebraska-Lincoln, Lincoln, NE USA
| | - S. Chauhan
- University of Nebraska-Lincoln, Lincoln, NE USA
| | - D. R. Claes
- University of Nebraska-Lincoln, Lincoln, NE USA
| | | | - L. Finco
- University of Nebraska-Lincoln, Lincoln, NE USA
| | - F. Golf
- University of Nebraska-Lincoln, Lincoln, NE USA
| | - C. Joo
- University of Nebraska-Lincoln, Lincoln, NE USA
| | | | - M. Musich
- University of Nebraska-Lincoln, Lincoln, NE USA
| | - I. Reed
- University of Nebraska-Lincoln, Lincoln, NE USA
| | - J. E. Siado
- University of Nebraska-Lincoln, Lincoln, NE USA
| | - G. R. Snow
- University of Nebraska-Lincoln, Lincoln, NE USA
| | - W. Tabb
- University of Nebraska-Lincoln, Lincoln, NE USA
| | - F. Yan
- University of Nebraska-Lincoln, Lincoln, NE USA
| | | | - G. Agarwal
- State University of New York at Buffalo, Buffalo, NY USA
| | | | - L. Hay
- State University of New York at Buffalo, Buffalo, NY USA
| | - I. Iashvili
- State University of New York at Buffalo, Buffalo, NY USA
| | - A. Kharchilava
- State University of New York at Buffalo, Buffalo, NY USA
| | - C. McLean
- State University of New York at Buffalo, Buffalo, NY USA
| | - D. Nguyen
- State University of New York at Buffalo, Buffalo, NY USA
| | - J. Pekkanen
- State University of New York at Buffalo, Buffalo, NY USA
| | - S. Rappoccio
- State University of New York at Buffalo, Buffalo, NY USA
| | - A. Williams
- State University of New York at Buffalo, Buffalo, NY USA
| | | | | | - Y. Haddad
- Northeastern University, Boston, MA USA
| | | | - J. Li
- Northeastern University, Boston, MA USA
| | | | | | | | - V. Nguyen
- Northeastern University, Boston, MA USA
| | | | - A. Parker
- Northeastern University, Boston, MA USA
| | | | | | | | - B. Wang
- Northeastern University, Boston, MA USA
| | | | - D. Wood
- Northeastern University, Boston, MA USA
| | | | - J. Bueghly
- Northwestern University, Evanston, IL USA
| | - Z. Chen
- Northwestern University, Evanston, IL USA
| | - A. Gilbert
- Northwestern University, Evanston, IL USA
| | - T. Gunter
- Northwestern University, Evanston, IL USA
| | - K. A. Hahn
- Northwestern University, Evanston, IL USA
| | - Y. Liu
- Northwestern University, Evanston, IL USA
| | - N. Odell
- Northwestern University, Evanston, IL USA
| | | | - M. Velasco
- Northwestern University, Evanston, IL USA
| | - R. Band
- University of Notre Dame, Notre Dame, IN USA
| | - R. Bucci
- University of Notre Dame, Notre Dame, IN USA
| | - A. Das
- University of Notre Dame, Notre Dame, IN USA
| | - N. Dev
- University of Notre Dame, Notre Dame, IN USA
| | | | - M. Hildreth
- University of Notre Dame, Notre Dame, IN USA
| | | | - C. Jessop
- University of Notre Dame, Notre Dame, IN USA
| | - K. Lannon
- University of Notre Dame, Notre Dame, IN USA
| | - J. Lawrence
- University of Notre Dame, Notre Dame, IN USA
| | - N. Loukas
- University of Notre Dame, Notre Dame, IN USA
| | - L. Lutton
- University of Notre Dame, Notre Dame, IN USA
| | | | | | - T. McCauley
- University of Notre Dame, Notre Dame, IN USA
| | - C. Mcgrady
- University of Notre Dame, Notre Dame, IN USA
| | - F. Meng
- University of Notre Dame, Notre Dame, IN USA
| | - K. Mohrman
- University of Notre Dame, Notre Dame, IN USA
| | - Y. Musienko
- University of Notre Dame, Notre Dame, IN USA
- an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - R. Ruchti
- University of Notre Dame, Notre Dame, IN USA
| | | | - A. Townsend
- University of Notre Dame, Notre Dame, IN USA
| | - M. Wayne
- University of Notre Dame, Notre Dame, IN USA
| | - A. Wightman
- University of Notre Dame, Notre Dame, IN USA
| | - M. Wolf
- University of Notre Dame, Notre Dame, IN USA
| | - M. Zarucki
- University of Notre Dame, Notre Dame, IN USA
| | - L. Zygala
- University of Notre Dame, Notre Dame, IN USA
| | - B. Bylsma
- The Ohio State University, Columbus, OH USA
| | | | | | - B. Francis
- The Ohio State University, Columbus, OH USA
| | - C. Hill
- The Ohio State University, Columbus, OH USA
| | | | - K. Wei
- The Ohio State University, Columbus, OH USA
| | | | | | | | - B. Bonham
- Princeton University, Princeton, NJ USA
| | - P. Das
- Princeton University, Princeton, NJ USA
| | | | - P. Elmer
- Princeton University, Princeton, NJ USA
| | | | | | | | | | | | - G. Kopp
- Princeton University, Princeton, NJ USA
| | - S. Kwan
- Princeton University, Princeton, NJ USA
| | - D. Lange
- Princeton University, Princeton, NJ USA
| | | | - D. Marlow
- Princeton University, Princeton, NJ USA
| | - K. Mei
- Princeton University, Princeton, NJ USA
| | - I. Ojalvo
- Princeton University, Princeton, NJ USA
| | - J. Olsen
- Princeton University, Princeton, NJ USA
| | | | - C. Tully
- Princeton University, Princeton, NJ USA
| | - S. Malik
- University of Puerto Rico, Mayaguez, PR USA
| | - S. Norberg
- University of Puerto Rico, Mayaguez, PR USA
| | | | | | - R. Chawla
- Purdue University, West Lafayette, IN USA
| | - S. Das
- Purdue University, West Lafayette, IN USA
| | - L. Gutay
- Purdue University, West Lafayette, IN USA
| | - M. Jones
- Purdue University, West Lafayette, IN USA
| | - A. W. Jung
- Purdue University, West Lafayette, IN USA
| | | | - M. Liu
- Purdue University, West Lafayette, IN USA
| | - G. Negro
- Purdue University, West Lafayette, IN USA
| | | | | | - C. C. Peng
- Purdue University, West Lafayette, IN USA
| | - S. Piperov
- Purdue University, West Lafayette, IN USA
| | - A. Purohit
- Purdue University, West Lafayette, IN USA
| | | | | | - J. Thieman
- Purdue University, West Lafayette, IN USA
| | - F. Wang
- Purdue University, West Lafayette, IN USA
| | - R. Xiao
- Purdue University, West Lafayette, IN USA
| | - W. Xie
- Purdue University, West Lafayette, IN USA
| | - J. Dolen
- Purdue University Northwest, Hammond, IN USA
| | - N. Parashar
- Purdue University Northwest, Hammond, IN USA
| | - A. Baty
- Rice University, Houston, TX USA
| | | | | | | | - S. Freed
- Rice University, Houston, TX USA
| | | | | | - A. Kumar
- Rice University, Houston, TX USA
| | - W. Li
- Rice University, Houston, TX USA
| | | | | | - W. Shi
- Rice University, Houston, TX USA
| | | | - S. Yang
- Rice University, Houston, TX USA
| | - L. Zhang
- Rice University, Houston, TX USA
| | - Y. Zhang
- Rice University, Houston, TX USA
| | - A. Bodek
- University of Rochester, Rochester, NY USA
| | | | - R. Demina
- University of Rochester, Rochester, NY USA
| | | | - C. Fallon
- University of Rochester, Rochester, NY USA
| | - T. Ferbel
- University of Rochester, Rochester, NY USA
| | - M. Galanti
- University of Rochester, Rochester, NY USA
| | | | | | | | - E. Ranken
- University of Rochester, Rochester, NY USA
| | - R. Taus
- University of Rochester, Rochester, NY USA
| | - B. Chiarito
- Rutgers, The State University of New Jersey, Piscataway, NJ USA
| | - J. P. Chou
- Rutgers, The State University of New Jersey, Piscataway, NJ USA
| | - A. Gandrakota
- Rutgers, The State University of New Jersey, Piscataway, NJ USA
| | - Y. Gershtein
- Rutgers, The State University of New Jersey, Piscataway, NJ USA
| | - E. Halkiadakis
- Rutgers, The State University of New Jersey, Piscataway, NJ USA
| | - A. Hart
- Rutgers, The State University of New Jersey, Piscataway, NJ USA
| | - M. Heindl
- Rutgers, The State University of New Jersey, Piscataway, NJ USA
| | - O. Karacheban
- Rutgers, The State University of New Jersey, Piscataway, NJ USA
- Brandenburg University of Technology, Cottbus, Germany
| | - I. Laflotte
- Rutgers, The State University of New Jersey, Piscataway, NJ USA
| | - A. Lath
- Rutgers, The State University of New Jersey, Piscataway, NJ USA
| | - R. Montalvo
- Rutgers, The State University of New Jersey, Piscataway, NJ USA
| | - K. Nash
- Rutgers, The State University of New Jersey, Piscataway, NJ USA
| | - M. Osherson
- Rutgers, The State University of New Jersey, Piscataway, NJ USA
| | - S. Salur
- Rutgers, The State University of New Jersey, Piscataway, NJ USA
| | - S. Schnetzer
- Rutgers, The State University of New Jersey, Piscataway, NJ USA
| | - S. Somalwar
- Rutgers, The State University of New Jersey, Piscataway, NJ USA
| | - R. Stone
- Rutgers, The State University of New Jersey, Piscataway, NJ USA
| | - S. A. Thayil
- Rutgers, The State University of New Jersey, Piscataway, NJ USA
| | - S. Thomas
- Rutgers, The State University of New Jersey, Piscataway, NJ USA
| | - H. Wang
- Rutgers, The State University of New Jersey, Piscataway, NJ USA
| | - H. Acharya
- University of Tennessee, Knoxville, TN USA
| | | | | | - S. Spanier
- University of Tennessee, Knoxville, TN USA
| | - O. Bouhali
- Texas A &M University, College Station, TX USA
- Texas A &M University at Qatar, Doha, Qatar
| | | | - A. Delgado
- Texas A &M University, College Station, TX USA
| | - R. Eusebi
- Texas A &M University, College Station, TX USA
| | - J. Gilmore
- Texas A &M University, College Station, TX USA
| | - T. Huang
- Texas A &M University, College Station, TX USA
| | - T. Kamon
- Texas A &M University, College Station, TX USA
- Kyungpook National University, Daegu, Korea
| | - H. Kim
- Texas A &M University, College Station, TX USA
| | - S. Luo
- Texas A &M University, College Station, TX USA
| | - S. Malhotra
- Texas A &M University, College Station, TX USA
| | - R. Mueller
- Texas A &M University, College Station, TX USA
| | - D. Overton
- Texas A &M University, College Station, TX USA
| | - D. Rathjens
- Texas A &M University, College Station, TX USA
| | - A. Safonov
- Texas A &M University, College Station, TX USA
| | | | - J. Damgov
- Texas Tech University, Lubbock, TX USA
| | - V. Hegde
- Texas Tech University, Lubbock, TX USA
| | - S. Kunori
- Texas Tech University, Lubbock, TX USA
| | | | - S. W. Lee
- Texas Tech University, Lubbock, TX USA
| | - T. Mengke
- Texas Tech University, Lubbock, TX USA
| | | | | | | | - Z. Wang
- Texas Tech University, Lubbock, TX USA
| | | | - E. Appelt
- Vanderbilt University, Nashville, TN USA
| | - S. Greene
- Vanderbilt University, Nashville, TN USA
| | - A. Gurrola
- Vanderbilt University, Nashville, TN USA
| | - W. Johns
- Vanderbilt University, Nashville, TN USA
| | - A. Melo
- Vanderbilt University, Nashville, TN USA
| | - H. Ni
- Vanderbilt University, Nashville, TN USA
| | - K. Padeken
- Vanderbilt University, Nashville, TN USA
| | - F. Romeo
- Vanderbilt University, Nashville, TN USA
| | - P. Sheldon
- Vanderbilt University, Nashville, TN USA
| | - S. Tuo
- Vanderbilt University, Nashville, TN USA
| | | | | | - B. Cox
- University of Virginia, Charlottesville, VA USA
| | - G. Cummings
- University of Virginia, Charlottesville, VA USA
| | - J. Hakala
- University of Virginia, Charlottesville, VA USA
| | - R. Hirosky
- University of Virginia, Charlottesville, VA USA
| | - M. Joyce
- University of Virginia, Charlottesville, VA USA
| | | | - A. Li
- University of Virginia, Charlottesville, VA USA
| | - C. Neu
- University of Virginia, Charlottesville, VA USA
| | | | - S. White
- University of Virginia, Charlottesville, VA USA
| | - E. Wolfe
- University of Virginia, Charlottesville, VA USA
| | | | - K. Black
- University of Wisconsin-Madison, Madison, WI USA
| | - T. Bose
- University of Wisconsin-Madison, Madison, WI USA
| | - C. Caillol
- University of Wisconsin-Madison, Madison, WI USA
| | - S. Dasu
- University of Wisconsin-Madison, Madison, WI USA
| | - I. De Bruyn
- University of Wisconsin-Madison, Madison, WI USA
| | - P. Everaerts
- University of Wisconsin-Madison, Madison, WI USA
| | - F. Fienga
- University of Wisconsin-Madison, Madison, WI USA
| | - C. Galloni
- University of Wisconsin-Madison, Madison, WI USA
| | - H. He
- University of Wisconsin-Madison, Madison, WI USA
| | - M. Herndon
- University of Wisconsin-Madison, Madison, WI USA
| | - A. Hervé
- University of Wisconsin-Madison, Madison, WI USA
| | - U. Hussain
- University of Wisconsin-Madison, Madison, WI USA
| | - A. Lanaro
- University of Wisconsin-Madison, Madison, WI USA
| | - A. Loeliger
- University of Wisconsin-Madison, Madison, WI USA
| | - R. Loveless
- University of Wisconsin-Madison, Madison, WI USA
| | | | | | - A. Mohammadi
- University of Wisconsin-Madison, Madison, WI USA
| | - D. Pinna
- University of Wisconsin-Madison, Madison, WI USA
| | - A. Savin
- University of Wisconsin-Madison, Madison, WI USA
| | - V. Shang
- University of Wisconsin-Madison, Madison, WI USA
| | - V. Sharma
- University of Wisconsin-Madison, Madison, WI USA
| | - W. H. Smith
- University of Wisconsin-Madison, Madison, WI USA
| | - D. Teague
- University of Wisconsin-Madison, Madison, WI USA
| | | | - W. Vetens
- University of Wisconsin-Madison, Madison, WI USA
| | - S. Afanasiev
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Andreev
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - Yu. Andreev
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - T. Aushev
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - M. Azarkin
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - A. Babaev
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - A. Belyaev
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Blinov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
- another institute or international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - E. Boos
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Borshch
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - D. Budkouski
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Bunichev
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - M. Chadeeva
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
- another institute or international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - A. Dermenev
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - T. Dimova
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
- another institute or international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - I. Dremin
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - M. Dubinin
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
- California Institute of Technology, Pasadena, CA USA
| | - L. Dudko
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - Y. Dydyshka
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Epshteyn
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - G. Gavrilov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Gavrilov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - S. Gninenko
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Golovtcov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - N. Golubev
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - I. Golutvin
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - I. Gorbunov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Ivanchenko
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - Y. Ivanov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Kachanov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - L. Kardapoltsev
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
- another institute or international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Karjavine
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - A. Karneyeu
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Kim
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
- another institute or international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - M. Kirakosyan
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - D. Kirpichnikov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - M. Kirsanov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Klyukhin
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - O. Kodolova
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
- Yerevan Physics Institute, Yerevan, Armenia
| | - D. Konstantinov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Korenkov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - A. Kozyrev
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
- another institute or international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - N. Krasnikov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - E. Kuznetsova
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
- University of Florida, Gainesville, FL USA
| | - A. Lanev
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - O. Lukina
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - N. Lychkovskaya
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Makarenko
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
- another institute or international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - A. Malakhov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Matveev
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
- another institute or international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Mossolov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Murzin
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - A. Nikitenko
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
- Imperial College, London, UK
| | - S. Obraztsov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Okhotnikov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Oreshkin
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - I. Ovtin
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
- another institute or international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Palichik
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - P. Parygin
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - A. Pashenkov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Perelygin
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - M. Perfilov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - G. Pivovarov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Popov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - E. Popova
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - M. Savina
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Savrin
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - D. Seitova
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - D. Selivanova
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Shalaev
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - S. Shmatov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - S. Shulha
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - Y. Skovpen
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
- another institute or international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - S. Slabospitskii
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - I. Smirnov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Smirnov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - A. Snigirev
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - D. Sosnov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - A. Spiridonov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - A. Stepennov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - V. Sulimov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - E. Tcherniaev
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - A. Terkulov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - O. Teryaev
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - D. Tlisov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - M. Toms
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - A. Toropin
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - L. Uvarov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - A. Uzunian
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - E. Vlasov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - S. Volkov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - A. Vorobyev
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - N. Voytishin
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - B. S. Yuldashev
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
- Institute of Nuclear Physics of the Uzbekistan Academy of Sciences, Tashkent, Uzbekistan
| | - A. Zarubin
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - E. Zhemchugov
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
- another institute or international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - I. Zhizhin
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | - A. Zhokin
- Authors affiliated with an institute or an international laboratory covered by a cooperation agreement with CERN, Geneva, Switzerland
| | | |
Collapse
|
50
|
Chauhan R, Singh N, Reddy A, Singh A. The role of dexmedetomidine in post cranioplasty refractory status epilepticus. Anaesth Rep 2023; 11:e12246. [PMID: 37736063 PMCID: PMC10511152 DOI: 10.1002/anr3.12246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/05/2023] [Indexed: 09/23/2023] Open
Abstract
Cranioplasty, specifically a repair of the skull defect resulting from a previous decompressive craniectomy, is a relatively simple procedure associated with a minimal rate of complications. Even though seizures are seen in up to 30% of the patients postoperatively, status epilepticus is not commonly described. Cerebral oedema, ischaemia and neuro-inflammation have been reported as putative causes of seizures in this population. Here, we report a case of refractory status epilepticus unresponsive to standard anti-epileptic and anaesthetic agents. The use of dexmedetomidine helped terminate the episode and led to a favourable outcome. Most of the standard anti-epileptic and anaesthetic agents act through potentiation of GABAergic transmission or sodium channel blockade and postsynaptic adrenoceptor activation by dexmedetomidine may help potentiate their effect. Further studies are needed to investigate its anticonvulsant effect on post-traumatic brain injury and elaborate on optimal dosage.
Collapse
Affiliation(s)
- R. Chauhan
- Department of Anaesthesia and Intensive CarePostgraduate Institute of Medical Education and ResearchChandigarhIndia
| | - N. Singh
- Department of AnaesthesiologySanjay Gandhi Postgraduate Institute of Medical Sciences and ResearchLucknowIndia
| | - A. Reddy
- Department of Anaesthesia and Intensive CarePostgraduate Institute of Medical Education and ResearchChandigarhIndia
| | - A. Singh
- Department of NeurosurgeryPostgraduate Institute of Medical Education and ResearchChandigarhIndia
| |
Collapse
|