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Kouli O, Murray V, Bhatia S, Cambridge WA, Kawka M, Shafi S, Knight SR, Kamarajah SK, McLean KA, Glasbey JC, Khaw RA, Ahmed W, Akhbari M, Baker D, Borakati A, Mills E, Thavayogan R, Yasin I, Raubenheimer K, Ridley W, Sarrami M, Zhang G, Egoroff N, Pockney P, Richards T, Bhangu A, Creagh-Brown B, Edwards M, Harrison EM, Lee M, Nepogodiev D, Pinkney T, Pearse R, Smart N, Vohra R, Sohrabi C, Jamieson A, Nguyen M, Rahman A, English C, Tincknell L, Kakodkar P, Kwek I, Punjabi N, Burns J, Varghese S, Erotocritou M, McGuckin S, Vayalapra S, Dominguez E, Moneim J, Salehi M, Tan HL, Yoong A, Zhu L, Seale B, Nowinka Z, Patel N, Chrisp B, Harris J, Maleyko I, Muneeb F, Gough M, James CE, Skan O, Chowdhury A, Rebuffa N, Khan H, Down B, Fatimah Hussain Q, Adams M, Bailey A, Cullen G, Fu YXJ, McClement B, Taylor A, Aitken S, Bachelet B, Brousse de Gersigny J, Chang C, Khehra B, Lahoud N, Lee Solano M, Louca M, Rozenbroek P, Rozitis E, Agbinya N, Anderson E, Arwi G, Barry I, Batchelor C, Chong T, 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Carroll L, Goede A, Harbourne A, Lakhani A, Lami M, Larwood J, Martin J, Merchant J, Pattenden S, Pradhan A, Raafat N, Rothwell E, Shammoon Y, Sudarshan R, Vickers E, Wingfield L, Ashworth I, Azizi S, Bhate R, Chowdhury T, Christou A, Davies L, Dwaraknath M, Farah Y, Garner J, Gureviciute E, Hart E, Jain A, Javid S, Kankam HK, Kaur Toor P, Kaz R, Kermali M, Khan I, Mattson A, McManus A, Murphy M, Nair K, Ngemoh D, Norton E, Olabiran A, Parry L, Payne T, Pillai K, Price S, Punjabi K, Raghunathan A, Ramwell A, Raza M, Ritehnia J, Simpson G, Smith W, Sodeinde S, Studd L, Subramaniam M, Thomas J, Towey S, Tsang E, Tuteja D, Vasani J, Vio M, Badran A, Adams J, Anthony Wilkinson J, Asvandi S, Austin T, Bald A, Bix E, Carrick M, Chander B, Chowdhury S, Cooper Drake B, Crosbie S, D Portela S, Francis D, Gallagher C, Gillespie R, Gravett H, Gupta P, Ilyas C, James G, Johny J, Jones A, Kinder F, MacLeod C, Macrow C, Maqsood-Shah A, Mather J, McCann L, McMahon R, Mitham E, Mohamed M, Munton E, Nightingale K, O'Neill K, Onyemuchara I, Senior R, Shanahan A, Sherlock J, Spyridoulias A, Stavrou C, Stokes D, Tamang R, Taylor E, Trafford C, Uden C, Waddington C, Yassin D, Zaman M, Bangi S, Cheng T, Chew D, Hussain N, Imani-Masouleh S, Mahasivam G, McKnight G, Ng HL, Ota HC, Pasha T, Ravindran W, Shah K, Vishnu K S, Zaman S, Carr W, Cope S, Eagles EJ, Howarth-Maddison M, Li CY, Reed J, Ridge A, Stubbs T, Teasdaled D, Umar R, Worthington J, Dhebri A, Kalenderov R, Alattas A, Arain Z, Bhudia R, Chia D, Daniel S, Dar T, Garland H, Girish M, Hampson A, Kyriacou H, Lehovsky K, Mullins W, Omorphos N, Vasdev N, Venkatesh A, Waldock W, Bhandari A, Brown G, Choa G, Eichenauer CE, Ezennia K, Kidwai Z, Lloyd-Thomas A, Macaskill Stewart A, Massardi C, Sinclair E, Skajaa N, Smith M, Tan I, Afsheen N, Anuar A, Azam Z, Bhatia P, Davies-kelly N, Dickinson S, Elkawafi M, Ganapathy M, Gupta S, Khoury EG, Licudi D, Mehta V, Neequaye S, Nita G, Tay VL, Zhao S, Botsa E, Cuthbert H, Elliott J, Furlepa M, Lehmann J, Mangtani A, Narayan A, Nazarian S, Parmar C, Shah D, Shaw C, Zhao Z, Beck C, Caldwell S, Clements JM, French B, Kenny R, Kirk S, Lindsay J, McClung A, McLaughlin N, Watson S, Whiteside E, Alyacoubi S, Arumugam V, Beg R, Dawas K, Garg S, Lloyd ER, Mahfouz Y, Manobharath N, Moonesinghe R, Morka N, Patel K, Prashar J, Yip S, Adeeko ES, Ajekigbe F, Bhat A, Evans C, Farrugia A, Gurung C, Long T, Malik B, Manirajan S, Newport D, Rayer J, Ridha A, Ross E, Saran T, Sinker A, Waruingi D, Allen R, Al Sadek Y, Alves do Canto Brum H, Asharaf H, Ashman M, Balakumar V, Barrington J, Baskaran R, Berry A, Bhachoo H, Bilal A, Boaden L, Chia WL, Covell G, Crook D, Dadnam F, Davis L, De Berker H, Doyle C, Fox C, Gruffydd-Davies M, Hafouda Y, Hill A, Hubbard E, Hunter A, Inpadhas V, Jamshaid M, Jandu G, Jeyanthi M, Jones T, Kantor C, Kwak SY, Malik N, Matt R, McNulty P, Miles C, Mohomed A, Myat P, Niharika J, Nixon A, O'Reilly D, Parmar K, Pengelly S, Price L, Ramsden M, Turnor R, Wales E, Waring H, Wu M, Yang T, Ye TTS, Zander A, Zeicu C, Bellam S, Francombe J, Kawamoto N, Rahman MR, Sathyanarayana A, Tang HT, Cheung J, Hollingshead J, Page V, Sugarman J, Wong E, Chiong J, Fung E, Kan SY, Kiang J, Kok J, Krahelski O, Liew MY, Lyell B, Sharif Z, Speake D, Alim L, Amakye NY, Chandrasekaran J, Chandratreya N, Drake J, Owoso T, Thu YM, Abou El Ela Bourquin B, Alberts J, Chapman D, Rehnnuma N, Ainsworth K, Carpenter H, Emmanuel T, Fisher T, Gabrel M, Guan Z, Hollows S, Hotouras A, Ip Fung Chun N, Jaffer S, Kallikas G, Kennedy N, Lewinsohn B, Liu FY, Mohammed S, Rutherfurd A, Situ T, Stammer A, Taylor F, Thin N, Urgesi E, Zhang N, Ahmad MA, Bishop A, Bowes A, Dixit A, Glasson R, Hatta S, Hatt K, Larcombe S, Preece J, Riordan E, Fegredo D, Haq MZ, Li C, McCann G, Stewart D, Baraza W, Bhullar D, Burt G, Coyle J, Deans J, Devine A, Hird R, Ikotun O, Manchip G, Ross C, Storey L, Tan WWL, Tse C, Warner C, Whitehead M, Wu F, Court EL, Crisp E, Huttman M, Mayes F, Robertson H, Rosen H, Sandberg C, Smith H, Al Bakry M, Ashwell W, Bajaj S, Bandyopadhyay D, Browlee O, Burway S, Chand CP, Elsayeh K, Elsharkawi A, Evans E, Ferrin S, Fort-Schaale A, Iacob M, I K, Impelliziere Licastro G, Mankoo AS, Olaniyan T, Otun J, Pereira R, Reddy R, Saeed D, Simmonds O, Singhal G, Tron K, Wickstone C, Williams R, Bradshaw E, De Kock Jewell V, Houlden C, Knight C, Metezai H, Mirza-Davies A, Seymour Z, Spink D, Wischhusen S. Evaluation of prognostic risk models for postoperative pulmonary complications in adult patients undergoing major abdominal surgery: a systematic review and international external validation cohort study. Lancet Digit Health 2022; 4:e520-e531. [PMID: 35750401 DOI: 10.1016/s2589-7500(22)00069-3] [Citation(s) in RCA: 6] [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] [Subscribe] [Scholar Register] [Received: 08/15/2021] [Revised: 01/07/2022] [Accepted: 04/06/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Stratifying risk of postoperative pulmonary complications after major abdominal surgery allows clinicians to modify risk through targeted interventions and enhanced monitoring. In this study, we aimed to identify and validate prognostic models against a new consensus definition of postoperative pulmonary complications. METHODS We did a systematic review and international external validation cohort study. The systematic review was done in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. We searched MEDLINE and Embase on March 1, 2020, for articles published in English that reported on risk prediction models for postoperative pulmonary complications following abdominal surgery. External validation of existing models was done within a prospective international cohort study of adult patients (≥18 years) undergoing major abdominal surgery. Data were collected between Jan 1, 2019, and April 30, 2019, in the UK, Ireland, and Australia. Discriminative ability and prognostic accuracy summary statistics were compared between models for the 30-day postoperative pulmonary complication rate as defined by the Standardised Endpoints in Perioperative Medicine Core Outcome Measures in Perioperative and Anaesthetic Care (StEP-COMPAC). Model performance was compared using the area under the receiver operating characteristic curve (AUROCC). FINDINGS In total, we identified 2903 records from our literature search; of which, 2514 (86·6%) unique records were screened, 121 (4·8%) of 2514 full texts were assessed for eligibility, and 29 unique prognostic models were identified. Nine (31·0%) of 29 models had score development reported only, 19 (65·5%) had undergone internal validation, and only four (13·8%) had been externally validated. Data to validate six eligible models were collected in the international external validation cohort study. Data from 11 591 patients were available, with an overall postoperative pulmonary complication rate of 7·8% (n=903). None of the six models showed good discrimination (defined as AUROCC ≥0·70) for identifying postoperative pulmonary complications, with the Assess Respiratory Risk in Surgical Patients in Catalonia score showing the best discrimination (AUROCC 0·700 [95% CI 0·683-0·717]). INTERPRETATION In the pre-COVID-19 pandemic data, variability in the risk of pulmonary complications (StEP-COMPAC definition) following major abdominal surgery was poorly described by existing prognostication tools. To improve surgical safety during the COVID-19 pandemic recovery and beyond, novel risk stratification tools are required. FUNDING British Journal of Surgery Society.
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Singh B, Lant S, Cividini S, Cattrall JWS, Goodwin LC, Benjamin L, Michael BD, Khawaja A, Matos ADMB, Alkeridy W, Pilotto A, Lahiri D, Rawlinson R, Mhlanga S, Lopez EC, Sargent BF, Somasundaran A, Tamborska A, Webb G, Younas K, Al Sami Y, Babu H, Banks T, Cavallieri F, Cohen M, Davies E, Dhar S, Fajardo Modol A, Farooq H, Harte J, Hey S, Joseph A, Karthikappallil D, Kassahun D, Lipunga G, Mason R, Minton T, Mond G, Poxon J, Rabas S, Soothill G, Zedde M, Yenkoyan K, Brew B, Contini E, Cysique L, Zhang X, Maggi P, van Pesch V, Lechien J, Saussez S, Heyse A, Brito Ferreira ML, Soares CN, Elicer I, Eugenín-von Bernhardi L, Ñancupil Reyes W, Yin R, Azab MA, Abd-Allah F, Elkady A, Escalard S, Corvol JC, Delorme C, Tattevin P, Bigaut K, Lorenz N, Hornuss D, Hosp J, Rieg S, Wagner D, Knier B, Lingor P, Winkler AS, Sharifi-Razavi A, Moein ST, SeyedAlinaghi S, JamaliMoghadamSiahkali S, Morassi M, Padovani A, Giunta M, Libri I, Beretta S, Ravaglia S, Foschi M, Calabresi P, Primiano G, Servidei S, Biagio Mercuri N, Liguori C, Pierantozzi M, Sarmati L, Boso F, Garazzino S, Mariotto S, Patrick KN, Costache O, Pincherle A, Klok FA, Meza R, Cabreira V, Valdoleiros SR, Oliveira V, Kaimovsky I, Guekht A, Koh J, Fernández Díaz E, Barrios-López JM, Guijarro-Castro C, Beltrán-Corbellini Á, Martínez-Poles J, Diezma-Martín AM, Morales-Casado MI, García García S, Breville G, Coen M, Uginet M, Bernard-Valnet R, Du Pasquier R, Kaya Y, Abdelnour LH, Rice C, Morrison H, Defres S, Huda S, Enright N, Hassell J, D’Anna L, Benger M, Sztriha L, Raith E, Chinthapalli K, Nortley R, Paterson R, Chandratheva A, Werring DJ, Dervisevic S, Harkness K, Pinto A, Jillella D, Beach S, Gunasekaran K, Rocha Ferreira Da Silva I, Nalleballe K, Santoro J, Scullen T, Kahn L, Kim CY, Thakur KT, Jain R, Umapathi T, Nicholson TR, Sejvar JJ, Hodel EM, Tudur Smith C, Solomon T. Prognostic indicators and outcomes of hospitalised COVID-19 patients with neurological disease: An individual patient data meta-analysis. PLoS One 2022; 17:e0263595. [PMID: 35653330 PMCID: PMC9162376 DOI: 10.1371/journal.pone.0263595] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Accepted: 01/21/2022] [Indexed: 01/08/2023] Open
Abstract
Background Neurological COVID-19 disease has been reported widely, but published studies often lack information on neurological outcomes and prognostic risk factors. We aimed to describe the spectrum of neurological disease in hospitalised COVID-19 patients; characterise clinical outcomes; and investigate factors associated with a poor outcome. Methods We conducted an individual patient data (IPD) meta-analysis of hospitalised patients with neurological COVID-19 disease, using standard case definitions. We invited authors of studies from the first pandemic wave, plus clinicians in the Global COVID-Neuro Network with unpublished data, to contribute. We analysed features associated with poor outcome (moderate to severe disability or death, 3 to 6 on the modified Rankin Scale) using multivariable models. Results We included 83 studies (31 unpublished) providing IPD for 1979 patients with COVID-19 and acute new-onset neurological disease. Encephalopathy (978 [49%] patients) and cerebrovascular events (506 [26%]) were the most common diagnoses. Respiratory and systemic symptoms preceded neurological features in 93% of patients; one third developed neurological disease after hospital admission. A poor outcome was more common in patients with cerebrovascular events (76% [95% CI 67–82]), than encephalopathy (54% [42–65]). Intensive care use was high (38% [35–41]) overall, and also greater in the cerebrovascular patients. In the cerebrovascular, but not encephalopathic patients, risk factors for poor outcome included breathlessness on admission and elevated D-dimer. Overall, 30-day mortality was 30% [27–32]. The hazard of death was comparatively lower for patients in the WHO European region. Interpretation Neurological COVID-19 disease poses a considerable burden in terms of disease outcomes and use of hospital resources from prolonged intensive care and inpatient admission; preliminary data suggest these may differ according to WHO regions and country income levels. The different risk factors for encephalopathy and stroke suggest different disease mechanisms which may be amenable to intervention, especially in those who develop neurological symptoms after hospital admission.
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Affiliation(s)
- Bhagteshwar Singh
- National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
- Tropical and Infectious Diseases Unit, Liverpool University Hospitals NHS Foundation Trust, Liverpool, United Kingdom
- Department of Infectious Diseases, Christian Medical College, Vellore, India
| | - Suzannah Lant
- National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Sofia Cividini
- Department of Health Data Science, University of Liverpool, Liverpool, United Kingdom
| | - Jonathan W. S. Cattrall
- National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Lynsey C. Goodwin
- National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
- Tropical and Infectious Diseases Unit, Liverpool University Hospitals NHS Foundation Trust, Liverpool, United Kingdom
| | - Laura Benjamin
- Queen Square Institute of Neurology, University College London, London, United Kingdom
| | - Benedict D. Michael
- National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
- The Walton Centre NHS Foundation Trust, Liverpool, United Kingdom
| | - Ayaz Khawaja
- Department of Neurology, Wayne State University, Detroit, Michigan, United States of America
| | | | - Walid Alkeridy
- Department of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Andrea Pilotto
- Department of Clinical and Experimental Sciences, Neurology Unit, University of Brescia, Brescia, Italy
| | - Durjoy Lahiri
- Bangur Institute of Neurosciences, Institute of Post-Graduate Medical Education and Research, Kolkata, India
| | - Rebecca Rawlinson
- National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Sithembinkosi Mhlanga
- National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Evelyn C. Lopez
- National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Brendan F. Sargent
- National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Anushri Somasundaran
- National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Arina Tamborska
- National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Glynn Webb
- National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Komal Younas
- National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Yaqub Al Sami
- Homerton University Hospital NHS Foundation Trust, London, United Kingdom of Great Britain and Northern Ireland
| | - Heavenna Babu
- Department of Neurovirology, National Institute of Mental Health and Neurosciences, Bangalore, India
| | - Tristan Banks
- Department of Infection, Manchester University NHS Foundation Trust, Manchester, United Kingdom of Great Britain and Northern Ireland
| | - Francesco Cavallieri
- Neurology Unit, Neuromotor & Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Matthew Cohen
- Liverpool University Hospitals NHS Foundation Trust, Liverpool, United Kingdom of Great Britain and Northern Ireland
| | - Emma Davies
- Department of Virology, UK Health Security Agency, Manchester University NHS Foundation Trust, Manchester, United Kingdom of Great Britain and Northern Ireland
| | - Shalley Dhar
- Department of Neurovirology, National Institute of Mental Health and Neurosciences, Bangalore, India
| | - Anna Fajardo Modol
- National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Hamzah Farooq
- Department of Virology, UK Health Security Agency, Manchester University NHS Foundation Trust, Manchester, United Kingdom of Great Britain and Northern Ireland
| | - Jeffrey Harte
- Barts Health NHS Trust, London, United Kingdom of Great Britain and Northern Ireland
| | - Samuel Hey
- Department of Infectious Diseases & Tropical Medicine, North Manchester General Hospital, Manchester University Foundation NHS Trust, Manchester, United Kingdom of Great Britain and Northern Ireland
| | - Albert Joseph
- Homerton University Hospital NHS Foundation Trust, London, United Kingdom of Great Britain and Northern Ireland
| | - Dileep Karthikappallil
- Liverpool University Hospitals NHS Foundation Trust, Liverpool, United Kingdom of Great Britain and Northern Ireland
| | - Daniel Kassahun
- Warrington Hospital, Warrington and Halton Teaching Hospitals NHS Foundation Trust, Warrington, United Kingdom of Great Britain and Northern Ireland
| | - Gareth Lipunga
- Malawi-Liverpool-Wellcome Trust Clinical Research Programme, Blantyre, Malawi
| | - Rachel Mason
- Kingston Hospital NHS Foundation Trust, Kingston upon Thames, United Kingdom of Great Britain and Northern Ireland
| | - Thomas Minton
- Institute of Clinical Neurosciences, University of Bristol, Bristol, United Kingdom of Great Britain and Northern Ireland
| | - Gabrielle Mond
- North Manchester General Hospital, Manchester University Foundation NHS Trust, Manchester, United Kingdom of Great Britain and Northern Ireland
| | - Joseph Poxon
- Epsom and St Helier University Hospitals NHS Foundation Trust, United Kingdom of Great Britain and Northern Ireland
| | - Sophie Rabas
- King’s College Hospital NHS Foundation Trust, London, United Kingdom of Great Britain and Northern Ireland
| | - Germander Soothill
- Regional Infectious Diseases Unit, NHS Lothian, Edinburgh, United Kingdom of Great Britain and Northern Ireland
| | - Marialuisa Zedde
- Neurology Unit, Neuromotor & Rehabilitation Department, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Konstantin Yenkoyan
- Yerevan State Medical University named after Mkhitar Heratsi, Neuroscience Laboratory, Cobrain Center, Yerevan, Armenia
| | - Bruce Brew
- St Vincent’s Hospital, Sydney, Australia
| | | | | | - Xin Zhang
- St Vincent’s Hospital, Sydney, Australia
| | - Pietro Maggi
- Saint-Luc University Hospital, Brussels, Belgium
| | | | | | | | | | | | | | | | | | | | - Rong Yin
- The 940th Hospital of Joint Logistic Support Force of the People’s Liberation Army, Lanzhou, China
| | | | | | | | | | | | | | | | - Kévin Bigaut
- Hôpitaux Universitaires de Strasbourg, Strasbourg, France
| | - Norbert Lorenz
- Children’s Hospital, Dresden Municipal Hospital Teaching Hospital TUD, Dresden, Germany
| | - Daniel Hornuss
- Medical Center University of Freiburg, Freiburg, Germany
| | - Jonas Hosp
- Medical Center University of Freiburg, Freiburg, Germany
| | - Siegbert Rieg
- Medical Center University of Freiburg, Freiburg, Germany
| | - Dirk Wagner
- Medical Center University of Freiburg, Freiburg, Germany
| | - Benjamin Knier
- Department of Neurology, Technical University of Munich, Munich, Germany
| | - Paul Lingor
- Department of Neurology, Technical University of Munich, Munich, Germany
| | | | | | - Shima T. Moein
- Institute for Research in Fundamental Sciences (IPM), Tehran, Islamic Republic of Iran
| | | | | | - Mauro Morassi
- Fondazione Poliambulanza Istituto Ospedaliero, Brescia, Italy
| | | | | | | | - Simone Beretta
- San Gerardo Hospital ASST Monza, University of Milano Bicocca, Monza, Italy
| | | | - Matteo Foschi
- Santa Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy
| | - Paolo Calabresi
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | - Guido Primiano
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy
| | | | | | | | | | | | - Federica Boso
- Healthcare Trust of the Autonomous Region of Trento, Rovereto, Italy
| | - Silvia Garazzino
- Città della Salute e della Scienza di Torino, Regina Margherita Children’s Hospital, Turin, Italy
| | | | | | | | | | | | - Roger Meza
- Hospital Regional Docente de Trujillo, Trujillo, Peru
| | | | | | | | - Igor Kaimovsky
- Buyanov Moscow City Hospital, Moscow, Russian Federation
| | - Alla Guekht
- Moscow Research and Clinical Center for Neuropsychiatry and Buyanov Moscow City Hospital, Moscow, Russian Federation
| | - Jasmine Koh
- National Neuroscience Institute, Singapore, Singapore
| | | | | | | | | | | | | | | | | | | | - Matteo Coen
- Hopitaux Universitaires de Genève, Geneva, Switzerland
| | | | | | | | - Yildiz Kaya
- Acibadem Mehmet Ali Aydinlar University Medical School, Istanbul, Turkey
| | - Loay H. Abdelnour
- Ulster Hospital, Belfast, United Kingdom of Great Britain and Northern Ireland
| | - Claire Rice
- University of Bristol and North Bristol NHS Trust, Bristol, United Kingdom of Great Britain and Northern Ireland
| | - Hamish Morrison
- Gloucestershire Royal Hospital, Gloucester, United Kingdom of Great Britain and Northern Ireland
| | - Sylviane Defres
- Tropical and Infectious Diseases Unit, Liverpool University Hospitals NHS Foundation Trust, Liverpool, United Kingdom
| | - Saif Huda
- The Walton Centre NHS Foundation Trust, Liverpool, United Kingdom
| | - Noelle Enright
- Great Ormond Street Hospital for Children, London, United Kingdom of Great Britain and Northern Ireland
| | - Jane Hassell
- Great Ormond Street Hospital for Children, London, United Kingdom of Great Britain and Northern Ireland
| | - Lucio D’Anna
- Imperial College London, London, United Kingdom of Great Britain and Northern Ireland
| | - Matthew Benger
- King’s College Hospital NHS Foundation Trust, London, United Kingdom of Great Britain and Northern Ireland
| | - Laszlo Sztriha
- King’s College Hospital NHS Foundation Trust, London, United Kingdom of Great Britain and Northern Ireland
| | - Eamon Raith
- The National Hospital for Neurology & Neurosurgery, London, United Kingdom of Great Britain and Northern Ireland
| | - Krishna Chinthapalli
- University College London, London, United Kingdom of Great Britain and Northern Ireland
| | - Ross Nortley
- University College London, London, United Kingdom of Great Britain and Northern Ireland
| | - Ross Paterson
- University College London, London, United Kingdom of Great Britain and Northern Ireland
| | - Arvind Chandratheva
- University College London Queen Square Institute of Neurology, London, United Kingdom of Great Britain and Northern Ireland
| | - David J. Werring
- University College London Queen Square Institute of Neurology, London, United Kingdom of Great Britain and Northern Ireland
| | - Samir Dervisevic
- Eastern Pathology Alliance Department of Microbiology, Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich, United Kingdom of Great Britain and Northern Ireland
| | - Kirsty Harkness
- Sheffield Teaching Hospitals Trust, Sheffield, United Kingdom of Great Britain and Northern Ireland
| | - Ashwin Pinto
- Wessex Neurological Centre, Southampton, United Kingdom of Great Britain and Northern Ireland
| | - Dinesh Jillella
- Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Scott Beach
- Massachusetts General Hospital / Harvard Medical School, Boston, Massachusetts, United States of America
| | - Kulothungan Gunasekaran
- Yale New Haven Health Bridgeport Hospital, Bridgeport, Connecticut, United States of America
| | | | - Krishna Nalleballe
- University of Arkansas for Medical Sciences, Little Rock, Arkansas, United States of America
| | - Jonathan Santoro
- Children’s Hospital Los Angeles and Keck School of Medicine at the University of Southern California, Los Angeles, California, United States of America
| | - Tyler Scullen
- Ochsner Medical Center, New Orleans, Los Angeles, United States of America
| | - Lora Kahn
- Ochsner Medical Center, New Orleans, Los Angeles, United States of America
| | - Carla Y. Kim
- Columbia University Irving Medical Center, New York, New York, United States of America
| | - Kiran T. Thakur
- Columbia University Irving Medical Center, New York, New York, United States of America
| | - Rajan Jain
- New York University Grossman School of Medicine, New York, New York, United States of America
| | | | - Timothy R. Nicholson
- Institute of Psychiatry, Psychology, and Neuroscience, King’s College London, London, United Kingdom
| | - James J. Sejvar
- Division of High-Consequence Pathogens and Pathology, National Center for Emerging and Zoonotic Infectious Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America
| | - Eva Maria Hodel
- National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | | | - Catrin Tudur Smith
- Department of Health Data Science, University of Liverpool, Liverpool, United Kingdom
| | - Tom Solomon
- National Institute for Health Research Health Protection Research Unit in Emerging and Zoonotic Infections, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
- Tropical and Infectious Diseases Unit, Liverpool University Hospitals NHS Foundation Trust, Liverpool, United Kingdom
- The Walton Centre NHS Foundation Trust, Liverpool, United Kingdom
- * E-mail:
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