1
|
Oreja-Guevara C, Meca-Lallana JE, Díaz-Díaz J, Ara JR, Hernández Pérez MÁ, Gracia Gil J, Alonso Torres AM, Pilo de la Fuente B, Ramió-Torrentà L, Eichau Madueño S, Gascón-Giménez F, Casanova B, Martínez-Yélamos S, Aguado Valcárcel M, Martínez Ginés ML, El Berdei Montero Y, López Real AM, González-Quintanilla V, De Torres L, Martínez-Rodríguez JE, Costa-Frossard L, Garcés Redondo M, Labiano Fontcuberta A, Castellanos-Pinedo F, García Merino JA, Muñoz Fernández C, Castillo-Triviño T, Meca-Lallana V, Peña Martínez J, Rodríguez-Antigüedad A, Prieto González JM, Agüera Morales E, Pérez Molina I, Solar Sánchez DM, Herrera Varo N, Romero Sevilla R, Gómez Vicente L, Río J. Clinical characteristics and impact on patient-reported outcomes and quality of life of people with ambulatory secondary progressive multiple sclerosis: Discover study. Mult Scler Relat Disord 2024; 90:105787. [PMID: 39142050 DOI: 10.1016/j.msard.2024.105787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 06/07/2024] [Accepted: 07/22/2024] [Indexed: 08/16/2024]
Abstract
BACKGROUND People with secondary progressive multiple sclerosis (pwSPMS) experience increasing disability, which impacts negatively on their health-related quality of life (HRQoL). Our aims were to assess the impact of secondary progressive multiple sclerosis (SPMS) on functional status and HRQoL and describe the clinical profile in this population. METHODS DISCOVER is an observational, cross-sectional, multicenter study with retrospective data collection in real-world clinical practice in Spain. Sociodemographic and clinical variables, functional and cognitive scales, patient-reported outcomes (PROs), and direct healthcare, and non-healthcare and indirect costs were collected. RESULTS A total of 297 evaluable pwSPMS with a EDSS score between 3-6.5 participated: 62.3 % were female and 18.9 % had active SPMS. At the study visit, 77 % of them presented an Expanded Disability Scale Score (EDSS) of 6-6.5. Nearly 40 % did not receive any disease-modifying treatment. Regarding the working situation, 61.6 % were inactive due to disability. PROs: 99.3 % showed mobility impairment in EuroQoL-5 Dimensions-5 Levels, and about 60 % reported physical impact on the Multiple Sclerosis Impact Scale-29. Fatigue was present in 76.1 %, and almost 40 % reported anxiety or depression. The Symbol Digit Modalities Test was used to assess cognitive impairment; 80 % of the patients were below the mean score. Participants who presented relapses two years before and had high EDSS scores had a more negative impact on HRQoL. PwSPMS with a negative impact on HRQoL presented a higher cost burden, primarily due to indirect costs. CONCLUSIONS PwSPMS experience a negative impact on their HRQoL, with a high physical impact, fatigue, cognitive impairment, and a high burden of indirect costs.
Collapse
Affiliation(s)
- Celia Oreja-Guevara
- Department of Neurology, Hospital Clinico San Carlos, IdISSC, Madrid, Spain; Department of Medicine, Medicine University, Complutense University of Madrid (UCM), Madrid, Spain.
| | - José E Meca-Lallana
- CSUR Multiple Sclerosis and Clinical Neuroimmunology Unit, Neurology Department, Virgen de la Arrixaca Clinical University Hospital, IMIB-Arrixaca, Murcia, Spain
| | - Judit Díaz-Díaz
- Department of Neurology, Hospital Clinico San Carlos, IdISSC, Madrid, Spain
| | - José-Ramón Ara
- Neurology Department, Miguel Servet University Hospital, Zaragoza, Spain
| | | | - Julia Gracia Gil
- Neurology Department, Albacete University Hospital Complex, Albacete, Spain
| | - Ana María Alonso Torres
- CSUR Multiple Sclerosis, Neurology Department, Málaga Regional University Hospital, Málaga, Spain
| | | | - Lluís Ramió-Torrentà
- Neuroimmunology and Multiple Sclerosis Unit, Neurology Department, Dr. Josep Trueta University Hospital, IDIBGI, Girona, Spain
| | | | | | - Bonaventura Casanova
- Neuroinmunology Unit, University and Polytechnic La Fe Hospital, València, Spain
| | - Sergio Martínez-Yélamos
- Neurology Department, Bellvitge-IDIBELL University Hospital, L'Hospitalet De Llobregat, Barcelona, Spain
| | | | | | | | | | | | - Laura De Torres
- Neurology Department, Torrejón University Hospital, Madrid, Spain
| | | | | | | | | | | | | | | | | | | | | | | | - José María Prieto González
- Neurology Department, Santiago Clinical University Hospital, Instituto de Investigaciones Sanitarias de Santiago, Santiago de Compostela, Spain
| | | | | | | | | | | | | | - Jordi Río
- Neurology Department, CEMCAT, Vall d'Hebrón University Hospital, Barcelona, Spain
| |
Collapse
|
2
|
Tunç A, Yetkin MF, Seferoğlu M, İnanç Y, Sıvacı AÖ, Türkoğlu ŞA, Baydar C, Güzel V, Bülbül NG, Sezer V, Altun Y. Recurring disease activity in relapsing remitting multiple sclerosis: The multicenter RDA-RMS study. Mult Scler Relat Disord 2024; 88:105757. [PMID: 38972107 DOI: 10.1016/j.msard.2024.105757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 06/23/2024] [Accepted: 07/01/2024] [Indexed: 07/09/2024]
Abstract
BACKGROUND This study investigates the gap in understanding the dynamics of recurring disease activity (RDA) in RRMS patients after fingolimod (FGL) treatment discontinuation. The aim is to investigate RDA in RRMS patients after stopping FGL, aiming to improve management and comprehension of disease progression post-treatment. METHODS In this multicenter, retrospective study, data from 172 of 944 RRMS patients aged 18-55, across nine centers in Turkey, who discontinued FGL treatment, were analyzed. The collected data included EDSS scores, annualized relapse rates (ARR), lymphocyte counts, and MRI findings, with follow-up assessments conducted at 6 months, 1 year, and up to 2 years. RESULTS RDA was observed in 31.9 % of patients, with incidences of rebound and reactivation at 20.3 % and 11.6 %, respectively. Factors like younger age, longer treatment duration, lower lymphocyte counts, and higher lesion burden increased RDA risk. Notably, 52.9 % of pregnant patients experienced RDA (16.4 % of the overall RDA group), with rebound occurring in six and reactivation in three. Patients with RDA had longer medication-free intervals and increased ARR. Discontinuation reasons varied, with disease progression linked to a lower RDA risk. CONCLUSION Findings highlight the necessity for personalized management and vigilant monitoring after FGL discontinuation in RRMS patients, offering critical insights into RDA risk factors, and the complex interplay between treatment cessation, pregnancy, and disease progression.
Collapse
Affiliation(s)
- Abdulkadir Tunç
- Sakarya University Faculty of Medicine, Department of Neurology, Sakarya, Turkey.
| | - Mehmet Fatih Yetkin
- Erciyes University Faculty of Medicine, Department of Neurology, Kayseri, Turkey
| | - Meral Seferoğlu
- University Of Health Sciences Bursa Yuksek Ihtisas Training And Research Hospital, Department of Neurology, Bursa, Turkey
| | - Yılmaz İnanç
- Kahramanmaraș Sütçü İmam University, Faculty of Medicine, Department of Neurology, Kahramanmaraș, Turkey
| | - Ali Özhan Sıvacı
- University Of Health Sciences Bursa Yuksek Ihtisas Training And Research Hospital, Department of Neurology, Bursa, Turkey
| | - Şule Aydın Türkoğlu
- Abant İzzet Baysal University Faculty of Medicine, Department of Neurology, Bolu, Turkey
| | - Caner Baydar
- Van Yüzüncü Yıl University Faculty of Medicine, Department of Neurology, Van, Turkey
| | - Vildan Güzel
- Bezmialem Vakıf University Faculty of Medicine, Department of Neurology, İstanbul, Turkey
| | - Nazlı Gamze Bülbül
- Haydarpaşa Sultan Abdülhamid Han Training And Research Hospital, Department of Neurology, İstanbul, Turkey
| | - Vasfiye Sezer
- Sakarya University Faculty of Medicine, Department of Neurology, Sakarya, Turkey
| | - Yaşar Altun
- Adıyaman University Faculty of Medicine, Department of Neurology, Adıyaman, Turkey
| |
Collapse
|
3
|
Portaccio E, Betti M, De Meo E, Addazio I, Pastò L, Razzolini L, Totaro R, Spitaleri D, Lugaresi A, Cocco E, Onofrj M, Di Palma F, Patti F, Maimone D, Valentino P, Torri Clerici V, Protti A, Ferraro D, Lus G, Maniscalco GT, Brescia Morra V, Salemi G, Granella F, Pesci I, Bergamaschi R, Aguglia U, Vianello M, Simone M, Lepore V, Iaffaldano P, Comi G, Filippi M, Trojano M, Amato MP. Progression independent of relapse activity in relapsing multiple sclerosis: impact and relationship with secondary progression. J Neurol 2024; 271:5074-5082. [PMID: 38805052 PMCID: PMC11319422 DOI: 10.1007/s00415-024-12448-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Revised: 05/12/2024] [Accepted: 05/14/2024] [Indexed: 05/29/2024]
Abstract
OBJECTIVES We investigated the occurrence and relative contribution of relapse-associated worsening (RAW) and progression independent of relapse activity (PIRA) to confirmed disability accrual (CDA) and transition to secondary progression (SP) in relapsing multiple sclerosis (MS). METHODS Relapsing-onset MS patients with follow-up > / = 5 years (16,130) were extracted from the Italian MS Registry. CDA was a 6-month confirmed increase in Expanded Disability Status Scale (EDSS) score. Sustained disability accumulation (SDA) was a CDA with no EDSS improvement in all subsequent visits. Predictors of PIRA and RAW and the association between final EDSS score and type of CDA were assessed using logistic multivariable regression and multivariable ordinal regression models, respectively. RESULTS Over 11.8 ± 5.4 years, 16,731 CDA events occurred in 8998 (55.8%) patients. PIRA (12,175) accounted for 72.3% of CDA. SDA occurred in 8912 (73.2%) PIRA and 2583 (56.7%) RAW (p < 0.001). 4453 (27.6%) patients transitioned to SPMS, 4010 (73.2%) out of 5476 patients with sustained PIRA and 443 (24.8%) out of 1790 patients with non-sustained PIRA. In the multivariable ordinal regression analysis, higher final EDSS score was associated with PIRA (estimated coefficient 0.349, 95% CI 0.120-0.577, p = 0.003). DISCUSSION In this real-world relapsing-onset MS cohort, PIRA was the main driver of disability accumulation and was associated with higher disability in the long term. Sustained PIRA was linked to transition to SP and could represent a more accurate PIRA definition and a criterion to mark the putative onset of the progressive phase.
Collapse
Affiliation(s)
- Emilio Portaccio
- Department of NEUROFARBA, University of Florence, Careggi University Hospital, Florence, Italy.
| | - Matteo Betti
- Department of NEUROFARBA, University of Florence, Careggi University Hospital, Florence, Italy
| | - Ermelinda De Meo
- Department of NEUROFARBA, University of Florence, Careggi University Hospital, Florence, Italy
- NMR Research Unit, Queen Square Multiple Sclerosis Centre, UCL Queen Square Institute of Neurology, University College London, London, UK
| | - Ilaria Addazio
- Department of NEUROFARBA, University of Florence, Careggi University Hospital, Florence, Italy
| | - Luisa Pastò
- Department of NEUROFARBA, University of Florence, Careggi University Hospital, Florence, Italy
| | - Lorenzo Razzolini
- Department of NEUROFARBA, University of Florence, Careggi University Hospital, Florence, Italy
| | | | | | - Alessandra Lugaresi
- IRCCS Istituto Delle Scienze Neurologiche Di Bologna, Bologna, Italy
- Dipartimento Di Scienze Biomediche E Neuromotorie, Università Di Bologna, Bologna, Italy
| | | | - Marco Onofrj
- University G. d'Annunzio Di Chieti-Pescara, Chieti, Italy
| | | | - Francesco Patti
- University of Catania, Catania, Italy
- UOS Sclerosi Multipla, Policlinico G Rodolico-San Marco, University of Catania, Catania, Italy
| | - Davide Maimone
- Centro Sclerosi Multipla, Azienda Ospedaliera Cannizzaro, Catania, Italy
| | - Paola Valentino
- Institute of Neurology, University Magna Graecia, Catanzaro, Italy
| | | | | | - Diana Ferraro
- Department of Neurosciences, Ospedale Civile Di Baggiovara, Azienda Ospedaliero-Universitaria Di Modena, Modena, Italy
| | - Giacomo Lus
- University of Campania Luigi Vanvitelli, Naples, Italy
| | | | | | - Giuseppe Salemi
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (BIND), University of Palermo, Palermo, Italy
| | | | - Ilaria Pesci
- Ospedale VAIO Di Fidenza AUSL PR, Fidenza (PR), Italy
| | | | - Umberto Aguglia
- Department of Medical and Surgical Sciences, Magna Graecia University of Catanzaro, Catanzaro, Italy
| | | | - Marta Simone
- Pediatric MS Center, Department of Precision and Regenerative Medicine and Ionian Area, University of Bari Aldo Moro, Bari, Italy
| | - Vito Lepore
- Istituto Di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
| | - Pietro Iaffaldano
- Department of Translational Biomedicine and Neurosciences, University of Bari Aldo Moro, DiBraiN, Bari, Italy
| | - Giancarlo Comi
- Casa Di Cura del Policlinico, Vita-Salute San Raffaele University, Milan, Italy
| | - Massimo Filippi
- Vita-Salute San Raffaele University, Milan, Italy
- IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Maria Trojano
- Department of Translational Biomedicine and Neurosciences, University of Bari Aldo Moro, DiBraiN, Bari, Italy
| | - Maria Pia Amato
- Department of NEUROFARBA, University of Florence, Careggi University Hospital, Florence, Italy
- NMR Research Unit, Queen Square Multiple Sclerosis Centre, UCL Queen Square Institute of Neurology, University College London, London, UK
- San Salvatore Hospital, L'Aquila, Italy
- AORN San G. Moscati, Avellino, Italy
- IRCCS Istituto Delle Scienze Neurologiche Di Bologna, Bologna, Italy
- Dipartimento Di Scienze Biomediche E Neuromotorie, Università Di Bologna, Bologna, Italy
- University of Cagliari, Cagliari, Italy
- University G. d'Annunzio Di Chieti-Pescara, Chieti, Italy
- ASST Lariana Ospedale S. Anna, Como, Italy
- University of Catania, Catania, Italy
- UOS Sclerosi Multipla, Policlinico G Rodolico-San Marco, University of Catania, Catania, Italy
- Centro Sclerosi Multipla, Azienda Ospedaliera Cannizzaro, Catania, Italy
- Institute of Neurology, University Magna Graecia, Catanzaro, Italy
- Fondazione IRCCS Istituto Neurologico C. Besta, Milan, Italy
- Niguarda Hospital, Milan, Italy
- Department of Neurosciences, Ospedale Civile Di Baggiovara, Azienda Ospedaliero-Universitaria Di Modena, Modena, Italy
- University of Campania Luigi Vanvitelli, Naples, Italy
- A Cardarelli Hospital, Naples, Italy
- Federico II University, Naples, Italy
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (BIND), University of Palermo, Palermo, Italy
- University of Parma, Parma, Italy
- Ospedale VAIO Di Fidenza AUSL PR, Fidenza (PR), Italy
- IRCCS Fondazione Mondino, Pavia, Italy
- Department of Medical and Surgical Sciences, Magna Graecia University of Catanzaro, Catanzaro, Italy
- Ca' Fancello Hospital, AULSS2, Treviso, Italy
- Department of Translational Biomedicine and Neurosciences, University of Bari Aldo Moro, DiBraiN, Bari, Italy
- Istituto Di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
- Casa Di Cura del Policlinico, Vita-Salute San Raffaele University, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
- IRCCS San Raffaele Scientific Institute, Milan, Italy
- IRCCS Don Carlo Gnocchi Foundation, Florence, Italy
| |
Collapse
|
4
|
MacKenzie EG, Snow NJ, Chaves AR, Reza SZ, Ploughman M. Weak grip strength among persons with multiple sclerosis having minimal disability is not related to agility or integrity of the corticospinal tract. Mult Scler Relat Disord 2024; 88:105741. [PMID: 38936325 DOI: 10.1016/j.msard.2024.105741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Revised: 05/23/2024] [Accepted: 06/19/2024] [Indexed: 06/29/2024]
Abstract
INTRODUCTION Mobility impairment is common in multiple sclerosis (MS); however, agility has received less attention. Agility requires strength and neuromuscular coordination to elicit controlled propulsive rapid whole-body movement. Grip strength is a common method to assess whole body force production, but also reflects neuromuscular integrity and global brain health. Impaired agility may be linked to loss of neuromuscular integrity (reflected by grip strength or corticospinal excitability). OBJECTIVES We aimed to determine whether grip strength would be associated with agility and transcranial magnetic stimulation (TMS)-based indices of corticospinal excitability and inhibition in persons with MS having low disability. We hypothesized that low grip strength would predict impaired agility and reflect low corticospinal excitability. METHODS We recruited 34 persons with relapsing MS (27 females; median [range] age 45.5 [21.0-65.0] years) and mild disability (median [range] Expanded Disability Status Scale 2.0 [0-3.0]), as well as a convenience sample of age- and sex-matched apparently healthy controls. Agility was tested by measuring hop length during bipedal hopping on an instrumented walkway. Grip strength was measured using a calibrated dynamometer. Corticospinal excitability and inhibition were examined using TMS-based motor evoked potential (MEP) and corticospinal silent period (CSP) recruitment curves, respectively. RESULTS MS participants had significantly lower grip strength than controls independent of sex. Females with and without MS had weaker grip strength than males. There were no statistically significant sex or group differences in agility. After controlling for sex, weaker grip strength was associated with shorter hop length in controls only (r = 0.645, p < .05). Grip strength did not significantly predict agility in persons with MS, nor was grip strength predicted by corticospinal excitability or inhibition. CONCLUSIONS In persons with MS having low disability, grip strength (normalized to body mass) was reduced despite having intact agility and walking performance. Grip strength was not associated with corticospinal excitability or inhibition, suggesting peripheral neuromuscular function, low physical activity or fitness, or other psychosocial factors may be related to weakness. Low grip strength is a putative indicator of early neuromuscular aging in persons with MS having mild disability and normal mobility.
Collapse
Affiliation(s)
- Evan G MacKenzie
- Faculty of Medicine, Recovery & Performance Laboratory, Memorial University of Newfoundland and Labrador, Room 400, L.A. Miller Center, 100 Forest Road, St. John's, St. John's, NL A1A 1E5, Canada
| | - Nicholas J Snow
- Faculty of Medicine, Recovery & Performance Laboratory, Memorial University of Newfoundland and Labrador, Room 400, L.A. Miller Center, 100 Forest Road, St. John's, St. John's, NL A1A 1E5, Canada
| | - Arthur R Chaves
- Faculty of Health Sciences, Interdisciplinary School of Health Sciences, University of Ottawa, ON, Canada; Neuromodulation Research Clinic, The Royal's Institute of Mental Health Research, ON, Canada; Département de Psychoéducation et de Psychologie, Université du Québec en Outaouais, QC, Canada
| | - Syed Z Reza
- Faculty of Medicine, Recovery & Performance Laboratory, Memorial University of Newfoundland and Labrador, Room 400, L.A. Miller Center, 100 Forest Road, St. John's, St. John's, NL A1A 1E5, Canada
| | - Michelle Ploughman
- Faculty of Medicine, Recovery & Performance Laboratory, Memorial University of Newfoundland and Labrador, Room 400, L.A. Miller Center, 100 Forest Road, St. John's, St. John's, NL A1A 1E5, Canada.
| |
Collapse
|
5
|
Bava CI, Valentino P, Malucchi S, Bottero R, Martire S, Sapio AD, Bertolotto A. Prevalence of elevated sNFL in a real-world setting: Results on 908 patients with different multiple sclerosis types and treatment conditions. Mult Scler Relat Disord 2024; 88:105748. [PMID: 38959590 DOI: 10.1016/j.msard.2024.105748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 06/18/2024] [Accepted: 06/23/2024] [Indexed: 07/05/2024]
Abstract
BACKGROUND In the field of research for new validated surrogate biomarkers of treatment efficacy, disease activity and progression in Multiple Sclerosis (MS), serum neurofilament light-chain (sNFL) are actually the best candidate for MS patient monitoring. However, before they can be implemented in clinical practice, their usefulness as additional red flag routine measure must be demonstrated. To tackle the problem, this real-life cross-sectional study at the Regional Referring Center for Multiple Sclerosis (CRESM) aims to characterize sNFL levels and prevalence of elevated sNFL, according to our age-dependent cut-off values, in a large group of patients with different types of MS and treatment conditions. METHODS 908 serum samples from as many MS patients being admitted at CRESM for diagnostic definition and/or during routinary treatment monitoring were consecutively collected between January 2019 and January 2020. sNFL levels were measured by single molecule array (Simoa™) technology on SR-X instrument using NF-light assays (Quanterix); results were interpreted using previously published cut-off values. RESULTS Primary and Secondary Progressive MS (PPMS, SPMS) forms demonstrate higher levels and prevalence of elevated sNFL (PPMS= 32 %, SPMS= 21 %) compared to the Relapse and Remitting one (RRMS = 12 %). Besides, naïve samples of RRMS and PPMS subtypes showed higher prevalence of elevated sNFL (RRMS naïve= 31 %, PPMS naïve=67 %) compared to samples from patients treated for more than 12 months (RRMS treat>12m= 9 %, PPMS treat>12m= 19 %); treated SPMS patients demonstrated higher sNFL levels and a prevalence (22 %) of elevated sNFL compared to RRMS treated patients. Focusing on RRMS, no statistical difference was found between groups of patients treated for whatever time (up to or more than 60 months) and with either DMT type (high or low-efficacy DMT). Finally, RRMS patients treated with all DMTs for more than 12 months, with the exception of teriflunomide and alemtuzumab showed a prevalence of elevated sNFL in the range of 5-10 %. CONCLUSION in a real-world setting comprising about 1000 MS patients, sNFL quantification was elevated in 5-to-67 % of patients, in different MS forms and treatment conditions. Elevated levels of sNFL must be considered a red-flag suggesting the need of a further clinical monitoring in any circumstance, as it can be indicative of new inflammation, ongoing degeneration or co-morbidities. This study supports the introduction of sNFL quantification in everyday patient management.
Collapse
Affiliation(s)
- Cecilia Irene Bava
- NICO - Neuroscience Institute Cavalieri Ottolenghi, Orbassano, Italy; CRESM Biobank, University Hospital San Luigi Gonzaga, Orbassano, Italy; Department of Neurology and CRESM, University Hospital San Luigi Gonzaga, Orbassano, Italy.
| | - Paola Valentino
- NICO - Neuroscience Institute Cavalieri Ottolenghi, Orbassano, Italy
| | - Simona Malucchi
- Department of Neurology and CRESM, University Hospital San Luigi Gonzaga, Orbassano, Italy
| | - Rugiada Bottero
- Department of Neurology and CRESM, University Hospital San Luigi Gonzaga, Orbassano, Italy
| | - Serena Martire
- CRESM Biobank, University Hospital San Luigi Gonzaga, Orbassano, Italy; Department of Neuroscience "Rita Levi Montalcini", University of Turin, Italy
| | - Alessia Di Sapio
- CRESM Biobank, University Hospital San Luigi Gonzaga, Orbassano, Italy; Department of Neurology and CRESM, University Hospital San Luigi Gonzaga, Orbassano, Italy
| | | |
Collapse
|
6
|
Zanghì A, Di Filippo PS, Avolio C, D'Amico E. Siponimod following Alemtuzumab in secondary progressive MS: investigating sequential therapy-A case series. Mult Scler Relat Disord 2024; 90:105795. [PMID: 39151236 DOI: 10.1016/j.msard.2024.105795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2024] [Revised: 07/19/2024] [Accepted: 07/29/2024] [Indexed: 08/19/2024]
Abstract
Alemtuzumab, a humanized anti-CD52 monoclonal antibody, is approved for treatment of highly active relapsing multiple sclerosis (MS) but requires vigilant post-treatment monitoring due to associated risks. The prescription of subsequent therapies following Alemtuzumab, as mandated by label guidance for a treatment-free period of at least 5 years, presents a complex challenge, particularly if there is concurrent conversion to secondary progressive disease course. We described a case-series of five patients starting therapy with Siponimod and followed up for 12 months period converted to secondary progressive MS previously exposed to Alemtuzumab. All patients received Siponimod 2 mg. Clinical evaluation measured with Expanded Disability Status Scale and cognitive evaluation measured with Brief International Cognitive Assessment for Multiple Sclerosis were stable after 12 months on therapy. No severe lymphopenia was recorded, nor serious adverse events. In conclusion, the long-term management of patients treated with Alemtuzumab transitioning to secondary progressive MS requires a proactive and multidisciplinary approach. By addressing the challenges associated with treatment limitations and short-term monitoring recommendations while considering alternative therapeutic options like Siponimod, clinicians can optimize outcomes and ensure continuity of care for individuals with MS.
Collapse
Affiliation(s)
- Aurora Zanghì
- Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
| | | | - Carlo Avolio
- Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
| | - Emanuele D'Amico
- Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy.
| |
Collapse
|
7
|
Yokote H, Miyazaki Y, Fujimori J, Nishida Y, Toru S, Niino M, Nakashima I, Miura Y, Yokota T. Characterization of Japanese multiple sclerosis patients with progression independent of relapse activity: A 2-year multicenter cohort study. J Neuroimmunol 2024; 394:578407. [PMID: 39068747 DOI: 10.1016/j.jneuroim.2024.578407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 07/03/2024] [Accepted: 07/21/2024] [Indexed: 07/30/2024]
Abstract
Progression independent of relapse activity (PIRA) is prevalent among Caucasian patients with relapsing and remitting multiple sclerosis (RRMS). However, there is limited knowledge regarding the characteristics of PIRA in Asian patients with RRMS. Therefore, we retrospectively analyzed the clinical and radiological progression of 95 Japanese patients with RRMS during a 2-year observation period. PIRA was observed in three patients who were characterized by young age, large T2 lesion volume, and great reduction in brain volume. Despite having highly active disease, fewer patients with PIRA (33.3%) were treated with high-efficacy drugs compared with those without disease activity (60.7%).
Collapse
Affiliation(s)
- Hiroaki Yokote
- Department of Neurology, Tokyo Metropolitan Komagome Hospital, Tokyo, Japan; Department of Neurology and Neurological Science, Tokyo Medical and Dental University, Tokyo, Japan.
| | - Yusei Miyazaki
- Department of Clinical Research, National Hospital Organization Hokkaido Medical Center, Sapporo, Japan
| | - Juichi Fujimori
- Division of Neurology, Tohoku Medical and Pharmaceutical University, Sendai, Japan
| | - Yoichiro Nishida
- Department of Neurology and Neurological Science, Tokyo Medical and Dental University, Tokyo, Japan
| | - Shuta Toru
- Department of Neurology, Nitobe Memorial Nakano General Hospital, Tokyo, Japan
| | - Masaaki Niino
- Department of Clinical Research, National Hospital Organization Hokkaido Medical Center, Sapporo, Japan
| | - Ichiro Nakashima
- Division of Neurology, Tohoku Medical and Pharmaceutical University, Sendai, Japan
| | - Yoshiharu Miura
- Department of Neurology, Tokyo Metropolitan Komagome Hospital, Tokyo, Japan
| | - Takanori Yokota
- Department of Neurology and Neurological Science, Tokyo Medical and Dental University, Tokyo, Japan
| |
Collapse
|
8
|
Pfeuffer S, Wolff S, Aslan D, Rolfes L, Korsen M, Pawlitzki M, Albrecht P, Havla J, Huttner HB, Kleinschnitz C, Meuth SG, Pul R, Ruck T. Association of Clinical Relapses With Disease Outcomes in Multiple Sclerosis Patients Older Than 50 Years. Neurology 2024; 103:e209574. [PMID: 38870471 PMCID: PMC11244741 DOI: 10.1212/wnl.0000000000209574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Relapse and MRI activity usually decline with aging but are replaced by progression independent of relapse activity (PIRA) in patients with multiple sclerosis (PwMS). However, several older PwMS continue to experience clinical relapses, and the impact on their disease remains undetermined. We aimed to determine the impact of an index relapse on disease outcomes in patients older than 50 years and to identify risk factors of disadvantageous outcomes. METHODS We performed a secondary analysis from 3 prospective cohorts in Germany. We evaluated all PwMS 50 years and older with a relapse ≤60 days before a baseline visit and at least 18 months of follow-up compared with a control cohort of PwMS without a relapse. Patients were stratified according to age ("50-54" vs "55-59" vs "60+") or disease outcomes ("stable" vs "active" vs "progressive," according to the Lublin criteria). We analyzed relapses, MRI activity, relapse-associated worsening, and PIRA. Regression analysis was performed to evaluate the association of specific baseline risk factors and treatment regimen changes with disease outcomes at month 18. RESULTS A total of 681 patients were included in the "relapse cohort" (50+: 361; 55+: 220; 60+: 100). The "control cohort" comprised 232 patients (50+: 117; 55+: 71; 60+: 44). Baseline epidemiologic parameters were balanced among cohorts and subgroups. We observed increased abundance of inflammatory activity and relapse-independent disability progression in the "relapse" vs "control" cohort. In the "relapse" cohort, we identified 273 patients as "stable" (59.7%), 114 patients as "active" (24.9%), and 70 patients as "progressive" (15.3%) during follow-up. Cardiovascular risk factors (CVRFs) and older age at baseline were identified as risk factors of progressive, whereas disease-modifying treatment (DMT) administration at baseline favored stable disease. DMT during follow-up was associated with stable over active, but not over progressive disease. DISCUSSION A relapse-suggesting underlying active disease-in PwMS older than 50 years was associated with continued disease activity and increased risk of PIRA. Presence of CVRF and absence of DMT at baseline appeared as risk factors of disadvantageous disease courses. An escalation of DMT switch was associated with stable over active but not progressive disease.
Collapse
Affiliation(s)
- Steffen Pfeuffer
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
| | - Stephanie Wolff
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
| | - Derya Aslan
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
| | - Leoni Rolfes
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
| | - Melanie Korsen
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
| | - Marc Pawlitzki
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
| | - Philipp Albrecht
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
| | - Joachim Havla
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
| | - Hagen B Huttner
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
| | - Christoph Kleinschnitz
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
| | - Sven G Meuth
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
| | - Refik Pul
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
| | - Tobias Ruck
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
| |
Collapse
|
9
|
Ananthavarathan P, Sahi N, Chung K, Haider L, Prados F, Trip SA, Ciccarelli O, Barkhof F, Tur C, Chard DT. The evolving contribution of MRI measures towards the prediction of secondary progressive multiple sclerosis. J Neurol Neurosurg Psychiatry 2024:jnnp-2024-333917. [PMID: 39038948 DOI: 10.1136/jnnp-2024-333917] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Accepted: 06/19/2024] [Indexed: 07/24/2024]
Abstract
BACKGROUND In multiple sclerosis (MS), both lesion accrual and brain atrophy predict clinical outcomes. However, it is unclear whether these prognostic features are equally relevant throughout the course of MS. Among 103 participants recruited following a clinically isolated syndrome (CIS) and followed up over 30 years, we explored (1) whether white matter lesions were prognostically more relevant earlier and brain atrophy later in the disease course towards development of secondary progressive (SP) disease; (2) if so, when the balance in prognostic contribution shifts and (3) whether optimised prognostic models predicting SP disease should include different features dependent on disease duration. METHODS Binary logistic regression models were built using age, gender, brain lesion counts and locations, and linear atrophy measures (third ventricular width and medullary width) at each time point up to 20 years, using either single time point data alone or adjusted for baseline measures. RESULTS By 30 years, 27 participants remained CIS while 60 had MS (26 SPMS and 16 MS-related death). Lesions counts were prognostically significant from baseline and at all later time points while linear atrophy measure models reached significance from 5 years. When adjusted for baseline, in combined MRI models including lesion count and linear atrophy measures, only lesion counts were significant predictors. In combined models including relapse measures, Expanded Disability Status Scale scores and MRI measures, only infratentorial lesions were significant predictors throughout. CONCLUSIONS While SPMS progression is associated with brain atrophy, in predictive models only infratentorial lesions were consistently prognostically significant.
Collapse
Affiliation(s)
- Piriyankan Ananthavarathan
- NMR Research Unit, Department of Neuroinflammation, University College London Queen Square Multiple Sclerosis Centre, London, UK
| | - Nitin Sahi
- NMR Research Unit, Department of Neuroinflammation, University College London Queen Square Multiple Sclerosis Centre, London, UK
| | - Karen Chung
- NMR Research Unit, Department of Neuroinflammation, University College London Queen Square Multiple Sclerosis Centre, London, UK
| | - Lukas Haider
- NMR Research Unit, Department of Neuroinflammation, University College London Queen Square Multiple Sclerosis Centre, London, UK
- Department of Biomedical Imaging and Image Guided Therapy, Medical University of Vienna, Wien, Austria
| | - Ferran Prados
- NMR Research Unit, Department of Neuroinflammation & Centre for Medical Image Computing (CMIC), Department of Medical Physics and Biomedical Engineering, University College London Queen Square Multiple Sclerosis Centre, London, UK
- e-Health Centre, Universitat Oberta de Catalunya, Barcelona, Spain
| | - S Anand Trip
- Department of Neuroinflammation, University College London, London, UK
| | - Olga Ciccarelli
- Department of Neuroinflammation, University College London Queen Square Multiple Sclerosis Centre, London, UK
| | - Frederik Barkhof
- NMR Research Unit, Department of Neuroinflammation & Centre for Medical Image Computing (CMIC), Department of Medical Physics and Biomedical Engineering, University College London Queen Square Institute of Neurology, London, UK
- Department of Radiology and Nuclear Medicine, Amsterdam UMC Location AMC, Amsterdam, The Netherland
| | - Carmen Tur
- NMR Research Unit, Department of Neuroinflammation, University College London Queen Square Multiple Sclerosis Centre, London, UK
- Multiple Sclerosis Centre of Catalonia (Cemcat), Neurology-Neuroimmunology Department, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Declan T Chard
- NMR Research Unit, Department of Neuroinflammation, University College London Queen Square Multiple Sclerosis Centre, London, UK
- National Institute for Health and Care Research, University College London Hospitals Biomedical Research Centre, London, UK
| |
Collapse
|
10
|
Signoriello E, Signori A, Lus G, Romano G, Marfia GA, Landi D, Napoli F, D' Amico E, Zanghí A, Di Filippo PS, Caliendo D, Carotenuto A, Spiezia AL, Fantozzi R, Centonze D, Lucchini M, Mirabella M, Cocco E, Frau J, Maniscalco GT, Di Battista ME, Foschi M, Surcinelli A, Bonavita S, Abbadessa G, Pasquali L, Di Gregorio M, Ferrò MT, Sormani MP, Schiavetti I. NEDA-3 achievement in early highly active relapsing remitting multiple sclerosis patients treated with Ocrelizumab or Natalizumab. Mult Scler Relat Disord 2024; 87:105594. [PMID: 38718748 DOI: 10.1016/j.msard.2024.105594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 03/19/2024] [Accepted: 03/26/2024] [Indexed: 06/18/2024]
Abstract
BACKGROUND in the early stages of Multiple Sclerosis (MS), initiating high-efficacy disease-modifying therapy (HE DMTs) may represent an optimal strategy for delaying neurological damage and long-term disease progression, especially in highly active MS patients (HAMS). Natalizumab (NAT) and Ocrelizumab (OCR) are recognized as HE DMTs with significant anti-inflammatory effects. This study investigates NEDA-3 achievement in treatment-naïve HAMS patients receiving NAT or OCR over three years. METHODS we retrospectively enrolled treatment-naïve HAMS patients undergoing NAT or OCR, collecting demographic, clinical, and instrumental data before and after treatment initiation to compare with propensity score analysis disease activity, time to disability worsening, and NEDA-3 achievement. RESULTS we recruited 281 HAMS patients with a mean age of 32.7 years (SD 10.33), treated with NAT (157) or OCR (124). After three years, the Kaplan-Meier probability of achieving NEDA-3 was 66.0 % (95 % CI: 57.3 % - 76.0 %) with OCR and 68.2 % (95 % CI: 59.9 % - 77.7 %) with NAT without significant differences between the two groups (p = 0.27) DISCUSSION AND CONCLUSION: starting HE DMT with monoclonal antibodies for HAMS could achieve NEDA-3 in a high percentage of patients without differences between NAT or OCR.
Collapse
Affiliation(s)
| | - Alessio Signori
- Department of Health Sciences, Section of Biostatistics, University of Genoa, Genoa, Italy
| | - Giacomo Lus
- Second Division of Neurology, University of Campania Luigi Vanvitelli - Naples, Italy
| | - Giuseppe Romano
- Second Division of Neurology, University of Campania Luigi Vanvitelli - Naples, Italy
| | - Girolama Alessandra Marfia
- Multiple Sclerosis Clinical and Research Unit, Department of System Medicine, Tor Vergata University, Rome, Italy
| | - Doriana Landi
- Multiple Sclerosis Clinical and Research Unit, Department of System Medicine, Tor Vergata University, Rome, Italy
| | - Francesca Napoli
- Multiple Sclerosis Clinical and Research Unit, Department of System Medicine, Tor Vergata University, Rome, Italy
| | - Emanuele D' Amico
- Department of Medical and Surgical Sciences, University of Foggia, Italy
| | - Aurora Zanghí
- Department of Medical and Surgical Sciences, University of Foggia, Italy
| | | | - Daniele Caliendo
- Department of Neuroscience, Reproductive Science and Odontostomatology, Federico II University of Naples, Naples, Italy
| | - Antonio Carotenuto
- Department of Neuroscience, Reproductive Science and Odontostomatology, Federico II University of Naples, Naples, Italy
| | - Antonio Luca Spiezia
- Department of Neuroscience, Reproductive Science and Odontostomatology, Federico II University of Naples, Naples, Italy
| | | | - Diego Centonze
- IRCCS Neuromed, 86077 Pozzilli, Italy; Department of System Medicine, Tor Vergata University, 00133 Rome, Italy
| | - Matteo Lucchini
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Italy; Università Cattolica del Sacro Cuore, CERSM, Roma, Italy
| | - Massimiliano Mirabella
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Italy; Università Cattolica del Sacro Cuore, CERSM, Roma, Italy
| | - Eleonora Cocco
- Multiple Sclerosis Centre, ASL Cagliari, Cagliari, Italy; Dpt of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Jessica Frau
- Multiple Sclerosis Centre, ASL Cagliari, Cagliari, Italy
| | | | | | - Matteo Foschi
- Department of Neuroscience, Multiple Sclerosis Center - Neurology Unit, S.Mariadelle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
| | - Andrea Surcinelli
- Department of Neuroscience, Multiple Sclerosis Center - Neurology Unit, S.Mariadelle Croci Hospital, AUSL Romagna, Ravenna, Italy
| | - Simona Bonavita
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences, I Clinic of Neurology, University of Campania "Luigi Vanvitelli," Naples, Italy
| | - Gianmarco Abbadessa
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences, I Clinic of Neurology, University of Campania "Luigi Vanvitelli," Naples, Italy
| | - Livia Pasquali
- Neurology Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy
| | - Maria Di Gregorio
- Neurology Unit, University Hospital "San Giovanni di Dio e Ruggi d'Aragona", Largo Città di Ippocrate, 84100, Salerno, Italy
| | | | - Maria Pia Sormani
- Department of Health Sciences, Section of Biostatistics, University of Genoa, Genoa, Italy; IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Irene Schiavetti
- Department of Health Sciences, Section of Biostatistics, University of Genoa, Genoa, Italy.
| |
Collapse
|
11
|
Jakimovski D, Weinstock-Guttman B, Burnham A, Weinstock Z, Wicks TR, Ramanathan M, Sciortino T, Ostrem M, Suchan C, Dwyer MG, Reilly J, Bergsland N, Schweser F, Kennedy C, Young-Hong D, Eckert SP, Hojnacki D, Benedict RH, Zivadinov R. Dynamic disability measures decrease the clinico-radiological gap in people with severely affected multiple sclerosis. Mult Scler Relat Disord 2024; 87:105630. [PMID: 38678969 DOI: 10.1016/j.msard.2024.105630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 04/05/2024] [Accepted: 04/13/2024] [Indexed: 05/01/2024]
Abstract
BACKGROUND Expanded Disability Status Scale (EDSS) is limited when utilized in highly disabled people with multiple sclerosis (pwMS). OBJETIVE To explore the relationship between disability measures and MRI outcomes in severely-affected pwMS. METHODS PwMS recruited from The Boston Home (TBH), a specialized residential facility for severly-affected pwMS and University at Buffalo (UB) MS Center were assessed using EDSS, MS Severity Scale, age-related MSS, Scripps Neurological Rating Scale (SNRS) and Combinatorial Weight-Adjusted Disability Score (CombiWISE). In all scores except SNRS, higher score indicates greater disability. MRI measures of T1, T2-lesion volume (LV), whole brain, gray matter, medulla oblongata and thalamic volumes (WBV, GMV, MOV, TV) and thalamic dysconnectivity were obtained. RESULTS Greatest disability differences between the TBH and UB pwMS were in SNRS (24.4 vs 71.9, p < 0.001, Cohen's d = 4.05) and CombiWISE (82.3 vs. 38.9, p < 0.001, Cohen's d = 4.02). In combined analysis of all pwMS, worse SNRS scores were correlated with worse MRI pathology in 8 out of 9 outcomes. EDSS only with 3 measures (GMV, MOV and TV). In severely-affected pwMS, SNRS was associated with T1-LV, T2-LV and WBV (not surviving false discovery rate (FDR) correction for multiple comparisons) whereas EDSS did not. CONCLUSION Granular and dynamic disability measures may bridge the clinico-radiologcal gap present in severely affected pwMS.
Collapse
Affiliation(s)
- Dejan Jakimovski
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Bianca Weinstock-Guttman
- Department of Neurology, Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | | | - Zachary Weinstock
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Taylor R Wicks
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA; Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Murali Ramanathan
- Department of Pharmaceutical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Tommaso Sciortino
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | | | - Christopher Suchan
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Michael G Dwyer
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA; Center for Biomedical Imaging at the Clinical Translational Science Institute, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Jessica Reilly
- The Boston Home, Dorchester, MA, USA; Center for Biomedical Imaging at the Clinical Translational Science Institute, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Niels Bergsland
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Ferdinand Schweser
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA; Center for Biomedical Imaging at the Clinical Translational Science Institute, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Cheryl Kennedy
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | | | - Svetlana P Eckert
- Department of Neurology, Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - David Hojnacki
- Department of Neurology, Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Ralph Hb Benedict
- Department of Neurology, Jacobs Comprehensive MS Treatment and Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Robert Zivadinov
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA; Center for Biomedical Imaging at the Clinical Translational Science Institute, University at Buffalo, State University of New York, Buffalo, NY, USA
| |
Collapse
|
12
|
Kalnina J, Trapina I, Sjakste N, Paramonova N. Clinical characteristics and dynamics of disability progression in a cohort of patients with multiple sclerosis in Latvians. Neurol Sci 2024; 45:3347-3358. [PMID: 38393441 PMCID: PMC11176098 DOI: 10.1007/s10072-024-07404-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Accepted: 02/13/2024] [Indexed: 02/25/2024]
Abstract
There is wide variation in the time from the onset to secondary progressive multiple sclerosis (MS) and some controversy regarding the clinical characteristics of the courses (phenotypes) of MS. The present study aimed to characterize demographic and clinical factors that potentially influence long-term disability progression in the cohort of Latvian MS patients. A descriptive longitudinal incidence study was conducted using a cohort of 288 MS patients beginning in 2011 (disease duration from 1 to 51 years). Socio-demographic and clinical information from the first visit to 15/20 years was analysed in groups stratified by gender and visits at five-time points (the first visit; after a year or 2; after 5 ± 1 year; after 10 ± 2 years; after 15-20 years). Our study was dominated by patients from urban areas and non-smokers. The female/male ratio was 2.4:1; the distribution of clinical courses at the first visit was consistent with most European studies. The most common symptom at presentation in our study was optic manifestations, followed by sensory disturbances and motor deficits. In the Latvian study, gender was not a significant influencing factor on the rate of disease progression; however, patient age was statistically significantly associated with EDSS (Expanded Disability Status Scale) value at the first visit. Early clinical features of MS are important in predicting the disability accumulation of patients. Despite the small differences regarding the first MS symptoms, the disability outcomes in the cohort of Latvian patients are similar to other regions of the world.
Collapse
Affiliation(s)
- Jolanta Kalnina
- Genomics and Bioinformatics, Institute of Biology of the University of Latvia, Riga, LV-1004, Latvia
| | - Ilva Trapina
- Genomics and Bioinformatics, Institute of Biology of the University of Latvia, Riga, LV-1004, Latvia.
| | - Nikolajs Sjakste
- Genomics and Bioinformatics, Institute of Biology of the University of Latvia, Riga, LV-1004, Latvia
- Department of Medical Biochemistry of the University of Latvia, Riga, LV-1004, Latvia
| | - Natalia Paramonova
- Genomics and Bioinformatics, Institute of Biology of the University of Latvia, Riga, LV-1004, Latvia
| |
Collapse
|
13
|
Ayrignac X, Aouinti S, Vincent T, Carra-Dallière C, Charif M, Duflos C, Hirtz C, Dos Santos A, Menjot de Champfleur N, Labauge P, Lehmann S. Serum NfL and GFAP are weak predictors of long-term multiple sclerosis prognosis: A 6-year follow-up. Mult Scler Relat Disord 2024; 89:105747. [PMID: 39053395 DOI: 10.1016/j.msard.2024.105747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Revised: 06/19/2024] [Accepted: 06/23/2024] [Indexed: 07/27/2024]
Abstract
BACKGROUND Serum neurofilament light chain (sNfL) and glial fibrillary acidic protein (sGFAP) are promising biomarkers that might be associated with clinical and radiological markers of multiple sclerosis (MS) severity. However, it is not known whether they can accurately identify patients at risk of disability progression in the medium and long term. OBJECTIVES We wanted to determine the association between sNfL and sGFAP, Expanded Disability Status Scale score changes, and conversion to secondary progressive MS (SPMS) in a cohort of 133 patients with relapsing remitting MS. METHODS Blood samples were collected at inclusion to measure SNfL and sGFAP by single molecule array and their prognostic value was assessed using a linear mixed model. RESULTS In this cohort, 37 patients (27.8 % of 133) experienced disability progression and 12 patients (9.0 %) converted to SPMS during the follow-up (mean follow-up duration: 6.4 years). Only sNfL (p = 0.03) was associated with conversion to SPMS, and neither SNfL nor sGFAP was associated with disability progression. CONCLUSION Serum NfL and GFAP do not seem to accurately predict MS outcome in the long term. More studies are needed to determine how serum biomarkers, associated with other clinical and MRI biomarkers, might be used to improve MS prognostication.
Collapse
Affiliation(s)
- Xavier Ayrignac
- University of Montpellier, INM, INSERM, MS referral center & reference center for adult-onset leukodystrophies, CHU Montpellier, Montpellier, France.
| | - Safa Aouinti
- Clinical Research and Epidemiology Unit, CHU Montpellier, Univ Montpellier, Montpellier, France
| | - Thierry Vincent
- University of Montpellier, INM, INSERM, CHU Montpellier, Department of Immunology, CHU Montpellier, Montpellier, France
| | - Clarisse Carra-Dallière
- University of Montpellier, INM, INSERM, MS referral center & reference center for adult-onset leukodystrophies, CHU Montpellier, Montpellier, France
| | - Mahmoud Charif
- University of Montpellier, INM, INSERM, MS referral center & reference center for adult-onset leukodystrophies, CHU Montpellier, Montpellier, France
| | - Claire Duflos
- Clinical Research and Epidemiology Unit, CHU Montpellier, Univ Montpellier, Montpellier, France
| | - Christophe Hirtz
- University of Montpellier, IRMB CHU de Montpellier, INM INSERM, Montpellier, France
| | | | - Nicolas Menjot de Champfleur
- University of Montpellier, INSERM, CHU Montpellier, CNRS, Department of Neuroradiology, CHU Montpellier, Montpellier, France
| | - Pierre Labauge
- University of Montpellier, INM, INSERM, MS referral center & reference center for adult-onset leukodystrophies, CHU Montpellier, Montpellier, France
| | - Sylvain Lehmann
- University of Montpellier, IRMB CHU de Montpellier, INM INSERM, Montpellier, France
| |
Collapse
|
14
|
Bsteh G, Dal Bianco A, Zrzavy T, Berger T. Novel and Emerging Treatments to Target Pathophysiological Mechanisms in Various Phenotypes of Multiple Sclerosis. Pharmacol Rev 2024; 76:564-578. [PMID: 38719481 DOI: 10.1124/pharmrev.124.001073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 04/22/2024] [Accepted: 04/29/2024] [Indexed: 06/16/2024] Open
Abstract
The objective is to comprehensively review novel pharmacotherapies used in multiple sclerosis (MS) and the possibilities they may carry for therapeutic improvement. Specifically, we discuss pathophysiological mechanisms worth targeting in MS, ranging from well known targets, such as autoinflammation and demyelination, to more novel and advanced targets, such as neuroaxonal damage and repair. To set the stage, a brief overview of clinical MS phenotypes is provided, followed by a comprehensive recapitulation of both clinical and paraclinical outcomes available to assess the effectiveness of treatments in achieving these targets. Finally, we discuss various promising novel and emerging treatments, including their respective hypothesized modes of action and currently available evidence from clinical trials. SIGNIFICANCE STATEMENT: This comprehensive review discusses pathophysiological mechanisms worth targeting in multiple sclerosis. Various promising novel and emerging treatments, including their respective hypothesized modes of action and currently available evidence from clinical trials, are reviewed.
Collapse
Affiliation(s)
- Gabriel Bsteh
- Department of Neurology (G.B., A.D.B., T.Z., T.B.) and Comprehensive Center for Clinical Neurosciences & Mental Health (G.B., A.D.B., T.Z., T.B.), Medical University of Vienna, Vienna, Austria
| | - Assunta Dal Bianco
- Department of Neurology (G.B., A.D.B., T.Z., T.B.) and Comprehensive Center for Clinical Neurosciences & Mental Health (G.B., A.D.B., T.Z., T.B.), Medical University of Vienna, Vienna, Austria
| | - Tobias Zrzavy
- Department of Neurology (G.B., A.D.B., T.Z., T.B.) and Comprehensive Center for Clinical Neurosciences & Mental Health (G.B., A.D.B., T.Z., T.B.), Medical University of Vienna, Vienna, Austria
| | - Thomas Berger
- Department of Neurology (G.B., A.D.B., T.Z., T.B.) and Comprehensive Center for Clinical Neurosciences & Mental Health (G.B., A.D.B., T.Z., T.B.), Medical University of Vienna, Vienna, Austria
| |
Collapse
|
15
|
Sanna K, Bruno A, Balletta S, Caioli S, Nencini M, Fresegna D, Guadalupi L, Dolcetti E, Azzolini F, Buttari F, Fantozzi R, Borrelli A, Stampanoni Bassi M, Gilio L, Lauritano G, Vanni V, De Vito F, Tartacca A, Mariani F, Rovella V, Musella A, Centonze D, Mandolesi G. Re-emergence of T lymphocyte-mediated synaptopathy in progressive multiple sclerosis. Front Immunol 2024; 15:1416133. [PMID: 38911847 PMCID: PMC11190089 DOI: 10.3389/fimmu.2024.1416133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Accepted: 05/24/2024] [Indexed: 06/25/2024] Open
Abstract
Background Secondary progressive multiple sclerosis (SPMS) is defined by the irreversible accumulation of disability following a relapsing-remitting MS (RRMS) course. Despite treatments advances, a reliable tool able to capture the transition from RRMS to SPMS is lacking. A T cell chimeric MS model demonstrated that T cells derived from relapsing patients exacerbate excitatory transmission of central neurons, a synaptotoxic event absent during remitting stages. We hypothesized the re-emergence of T cell synaptotoxicity during SPMS and investigated the synaptoprotective effects of siponimod, a sphingosine 1-phosphate receptor (S1PR) modulator, known to reduce grey matter damage in SPMS patients. Methods Data from healthy controls (HC), SPMS patients, and siponimod-treated SPMS patients were collected. Chimeric experiments were performed incubating human T cells on murine cortico-striatal slices, and recording spontaneous glutamatergic activity from striatal neurons. Homologous chimeric experiments were executed incubating EAE mice T cells with siponimod and specific S1PR agonists or antagonists to identify the receptor involved in siponimod-mediated synaptic recovery. Results SPMS patient-derived T cells significantly increased the striatal excitatory synaptic transmission (n=40 synapses) compared to HC T cells (n=55 synapses), mimicking the glutamatergic alterations observed in active RRMS-T cells. Siponimod treatment rescued SPMS T cells synaptotoxicity (n=51 synapses). Homologous chimeric experiments highlighted S1P5R involvement in the siponimod's protective effects. Conclusion Transition from RRMS to SPMS involves the reappearance of T cell-mediated synaptotoxicity. Siponimod counteracts T cell-induced excitotoxicity, emphasizing the significance of inflammatory synaptopathy in progressive MS and its potential as a promising pharmacological target.
Collapse
Affiliation(s)
- Krizia Sanna
- Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Antonio Bruno
- Ph.D. Program in Neuroscience, Department of Systems Medicine, Tor Vergata University, Rome, Italy
- Unit of Neurology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Neuromed, Pozzilli, IS, Italy
| | - Sara Balletta
- Unit of Neurology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Neuromed, Pozzilli, IS, Italy
| | - Silvia Caioli
- Unit of Neurology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Neuromed, Pozzilli, IS, Italy
| | - Monica Nencini
- Synaptic Immunopathology Lab, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) San Raffaele Roma, Rome, Italy
| | - Diego Fresegna
- Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
- Synaptic Immunopathology Lab, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) San Raffaele Roma, Rome, Italy
| | - Livia Guadalupi
- Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
- Synaptic Immunopathology Lab, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) San Raffaele Roma, Rome, Italy
| | - Ettore Dolcetti
- Ph.D. Program in Neuroscience, Department of Systems Medicine, Tor Vergata University, Rome, Italy
- Unit of Neurology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Neuromed, Pozzilli, IS, Italy
| | - Federica Azzolini
- Unit of Neurology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Neuromed, Pozzilli, IS, Italy
| | - Fabio Buttari
- Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
- Unit of Neurology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Neuromed, Pozzilli, IS, Italy
| | - Roberta Fantozzi
- Unit of Neurology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Neuromed, Pozzilli, IS, Italy
| | - Angela Borrelli
- Unit of Neurology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Neuromed, Pozzilli, IS, Italy
| | - Mario Stampanoni Bassi
- Unit of Neurology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Neuromed, Pozzilli, IS, Italy
| | - Luana Gilio
- Unit of Neurology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Neuromed, Pozzilli, IS, Italy
| | - Gianluca Lauritano
- Ph.D. Program in Neuroscience, Department of Systems Medicine, Tor Vergata University, Rome, Italy
- Unit of Neurology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Neuromed, Pozzilli, IS, Italy
| | - Valentina Vanni
- Synaptic Immunopathology Lab, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) San Raffaele Roma, Rome, Italy
| | - Francesca De Vito
- Unit of Neurology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Neuromed, Pozzilli, IS, Italy
| | - Alice Tartacca
- Ph.D. Program in Neuroscience, Department of Systems Medicine, Tor Vergata University, Rome, Italy
| | - Fabrizio Mariani
- Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Valentina Rovella
- Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Alessandra Musella
- Synaptic Immunopathology Lab, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) San Raffaele Roma, Rome, Italy
- Department of Human Sciences and Quality of Life Promotion, University of Rome San Raffaele, Rome, Italy
| | - Diego Centonze
- Department of Systems Medicine, University of Rome Tor Vergata, Rome, Italy
- Unit of Neurology, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Neuromed, Pozzilli, IS, Italy
| | - Georgia Mandolesi
- Synaptic Immunopathology Lab, Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) San Raffaele Roma, Rome, Italy
- Department of Human Sciences and Quality of Life Promotion, University of Rome San Raffaele, Rome, Italy
| |
Collapse
|
16
|
Chico-Garcia JL, Sainz-Amo R, Monreal E, Rodriguez-Jorge F, Sainz de la Maza S, Masjuan J, Villar LM, Costa-Frossard França L. Passive assessment of tapping speed through smartphone is useful for monitoring multiple sclerosis. Mult Scler Relat Disord 2024; 86:105595. [PMID: 38598952 DOI: 10.1016/j.msard.2024.105595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Revised: 03/06/2024] [Accepted: 03/27/2024] [Indexed: 04/12/2024]
Abstract
INTRODUCTION Continuously acquired smartphone keyboard interactions may be useful to monitor progression in multiple sclerosis (MS). We aimed to study the correlation between tapping speed (TS), measured as keys/s, and baseline disability scales in patients with MS. METHODS Single-center prospective study in patients with MS. We passively assessed TS during first week, measured by an "in house" smartphone application. Reliability was assessed by intraclass correlation coefficient (ICC). Correlations between median and maximum keys/s of first week of assessment and baseline disability measures were explored. RESULTS One-hundred three patients were included: 62.1 % women, with a median (IQR) age of 47 (40.4-54.8) years-old and an EDSS score of 3.0 (2.0-4.0). Distribution by MS subtypes was: 77.7 % relapsing-remitting MS (RRMS), 17.5 % secondary-progressive MS (SPMS) and 4.9 % primary-progressive MS (PPMS). ICC during first week was 0.714 (p < 0.00001). Both median and maximum keys/s showed a negative correlation with Expanded Disability Status Score, 9-hole peg test and timed 25-foot walk and a positive correlation with Processing Speed Test CogEval® raw and Z-score. Median and maximum keys/s were lower in patients diagnosed with SPMS than in RRMS. Both measures of tapping speed were associated with MS phenotype independently of age. CONCLUSION TS measured through our application is reliable and correlates with baseline disability scales.
Collapse
Affiliation(s)
- Juan Luis Chico-Garcia
- Department of Neurology, University Hospital Ramon y Cajal, IRYCIS, Madrid, Spain
- Alcala University, Alcalá de Henares, Spain
| | - Raquel Sainz-Amo
- Department of Neurology, University Hospital Ramon y Cajal, IRYCIS, Madrid, Spain
- Alcala University, Alcalá de Henares, Spain
| | - Enric Monreal
- Department of Neurology, University Hospital Ramon y Cajal, IRYCIS, Madrid, Spain
- Alcala University, Alcalá de Henares, Spain
| | - Fernando Rodriguez-Jorge
- Department of Neurology, University Hospital Ramon y Cajal, IRYCIS, Madrid, Spain
- Alcala University, Alcalá de Henares, Spain
| | - Susana Sainz de la Maza
- Department of Neurology, University Hospital Ramon y Cajal, IRYCIS, Madrid, Spain
- Alcala University, Alcalá de Henares, Spain
| | - Jaime Masjuan
- Department of Neurology, University Hospital Ramon y Cajal, IRYCIS, Madrid, Spain
- Alcala University, Alcalá de Henares, Spain
| | - Luisa María Villar
- Alcala University, Alcalá de Henares, Spain
- Department of Immunology, University Hospital Ramon y Cajal, IRYCIS, Madrid, Spain
| | - Lucienne Costa-Frossard França
- Department of Neurology, University Hospital Ramon y Cajal, IRYCIS, Madrid, Spain
- Alcala University, Alcalá de Henares, Spain
| |
Collapse
|
17
|
Sriwastava S, Elkhooly M, Amatya S, Shrestha K, Kagzi Y, Bhatia D, Gupta R, Jaiswal S, Lisak RP. Recent advances in the treatment of primary and secondary progressive Multiple Sclerosis. J Neuroimmunol 2024; 390:578315. [PMID: 38554666 DOI: 10.1016/j.jneuroim.2024.578315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2024] [Revised: 01/26/2024] [Accepted: 02/14/2024] [Indexed: 04/02/2024]
Abstract
BACKGROUND The article highlights upcoming potential treatments, which target different phases of inflammation and offer remyelinating strategies as well as direct and indirect neuroprotective and oligodendrocyte protective effects, providing a hopeful outlook for patients with primary and secondary progressive multiple sclerosis (PPMS and SPMS). OBJECTIVES The review aims to identify potential treatments and ongoing clinical trials for PPMS and SPMS, and compare their mechanisms of action, efficacy, and side effects with current treatments. METHODS We reviewed ongoing clinical trials for PPMS and SPMS on the NIH website, as well as articles from PubMed, Embase, and clinicaltrails.gov since 2010. RESULTS BTKIs like, tolebrutinib, and fenebrutinib are being explored as potential PMS treatments. Vidofludimus calcium, an orally available treatment, has shown a reduction of active and new MRI lesions. Other treatments like simvastatin, N-acetylcysteine (NAC), and alpha-lipoic acid are being explored for their antioxidant properties. AHSCT and mesenchymal stem cell therapy are experimental options for younger patients with high inflammatory activity. CONCLUSIONS SPMS and PPMS are being studied for new treatments and future trials should consider combination therapies targeting inflammation, demyelination, and neuronal death, as the pathogenesis of PMS involves complex factors.
Collapse
Affiliation(s)
- Shitiz Sriwastava
- Division of Multiple Sclerosis and Neuroimmunology Department of Neurology, McGovern Medical School (UT Health), University of Texas Health Science Center at Houston, Houston, TX,USA.
| | - Mahmoud Elkhooly
- Department of Neurology, Southern Illinois university, Springfield, IL, USA; Department of Neuropsychiatry, Minia University, Egypt
| | - Suban Amatya
- Department of Medicine, Patan Academy of Health Sciences, Kathmandu, Nepal
| | - Kriti Shrestha
- Department of Medicine, Patan Academy of Health Sciences, Kathmandu, Nepal
| | - Yusuf Kagzi
- Mahatma Gandhi Memorial Medical College, Indore, India
| | - Dipika Bhatia
- Division of Multiple Sclerosis and Neuroimmunology Department of Neurology, McGovern Medical School (UT Health), University of Texas Health Science Center at Houston, Houston, TX,USA
| | - Rajesh Gupta
- Division of Multiple Sclerosis and Neuroimmunology Department of Neurology, McGovern Medical School (UT Health), University of Texas Health Science Center at Houston, Houston, TX,USA
| | - Shruti Jaiswal
- Department of Neuro-Oncology, MD Anderson Cancer Center, Houston, TX, USA
| | - Robert P Lisak
- Department of Neurology, Wayne state University, Detroit, MI, USA
| |
Collapse
|
18
|
Gauthier H, Zedet M, Wahab A, Baldé S, Bapst B, Lafont C, Créange A. Metabolic syndrome and the phenotype of multiple sclerosis. Rev Neurol (Paris) 2024:S0035-3787(24)00502-2. [PMID: 38729781 DOI: 10.1016/j.neurol.2024.03.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 02/27/2024] [Accepted: 03/07/2024] [Indexed: 05/12/2024]
Abstract
BACKGROUND Comorbidities, particularly vascular comorbidities, have been shown to exacerbate the progression of disability in multiple sclerosis (MS). Metabolic syndrome (MetS) is a cluster of conditions including abdominal obesity, insulin resistance, atherogenic dyslipidemia, and vascular dysfunction, which contribute to vascular morbidity and chronic inflammation. OBJECTIVE To describe the characteristics of MetS in a cohort of MS patients and evaluate its relationship with the MS phenotype. METHODS A monocentric cohort study was conducted on MS patients, collecting demographic, clinical, radiological, and therapeutic data, as well as metabolic data including waist circumference, blood pressure, serum triglycerides, high-density lipoprotein cholesterol, and fasting blood glucose. RESULTS Among the 84 patients included in the study, 27% were diagnosed with MetS. MetS was found to be associated with secondary progressive MS (SPMS). Patients with SPMS had a higher prevalence of MetS compared to those with relapsing-remitting MS (RRMS), even after adjusting for disease duration. While MetS was associated with Expanded Disability Status Scale (EDSS) progression in the 3-year period according to univariate analysis, it did not show a significant association with disease activity. CONCLUSION This study provides evidence supporting the connection between MetS and the progression of disability in MS, independent of disease relapse activity.
Collapse
Affiliation(s)
- H Gauthier
- Service de neurologie, hôpital Henri-Mondor, centre hospitalier universitaire Henri-Mondor, AP-HP, 51, avenue du Maréchal-de-Lattre-de-Tassigny, 94010 Créteil, France; CRC SEP Grand-Paris-Est, hôpital Henri-Mondor, AP-HP, Créteil, France
| | - M Zedet
- Service de neurologie, hôpital Henri-Mondor, centre hospitalier universitaire Henri-Mondor, AP-HP, 51, avenue du Maréchal-de-Lattre-de-Tassigny, 94010 Créteil, France; CRC SEP Grand-Paris-Est, hôpital Henri-Mondor, AP-HP, Créteil, France; EA4391, université Paris-Est, Créteil, France
| | - A Wahab
- Service de neurologie, hôpital Henri-Mondor, centre hospitalier universitaire Henri-Mondor, AP-HP, 51, avenue du Maréchal-de-Lattre-de-Tassigny, 94010 Créteil, France; CRC SEP Grand-Paris-Est, hôpital Henri-Mondor, AP-HP, Créteil, France; EA4391, université Paris-Est, Créteil, France
| | - S Baldé
- CRC SEP Grand-Paris-Est, hôpital Henri-Mondor, AP-HP, Créteil, France
| | - B Bapst
- EA4391, université Paris-Est, Créteil, France; Service de neuroradiologie, hôpital Henri-Mondor, AP-HP, Créteil, France
| | - C Lafont
- IMRB, Inserm, université Paris-Est-Créteil, 94010 Créteil, France; Service de santé publique, hôpital Henri-Mondor, AP-HP, 94010 Créteil, France
| | - A Créange
- Service de neurologie, hôpital Henri-Mondor, centre hospitalier universitaire Henri-Mondor, AP-HP, 51, avenue du Maréchal-de-Lattre-de-Tassigny, 94010 Créteil, France; CRC SEP Grand-Paris-Est, hôpital Henri-Mondor, AP-HP, Créteil, France; EA4391, université Paris-Est, Créteil, France.
| |
Collapse
|
19
|
Zhong Y, Stauss HJ. Targeted Therapy of Multiple Sclerosis: A Case for Antigen-Specific Tregs. Cells 2024; 13:797. [PMID: 38786021 PMCID: PMC11119434 DOI: 10.3390/cells13100797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2024] [Revised: 04/29/2024] [Accepted: 05/05/2024] [Indexed: 05/25/2024] Open
Abstract
Multiple sclerosis is an autoinflammatory condition that results in damage to myelinated neurons in affected patients. While disease-modifying treatments have been successful in slowing the progression of relapsing-remitting disease, most patients still progress to secondary progressive disease that is largely unresponsive to disease-modifying treatments. Similarly, there is currently no effective treatment for patients with primary progressive MS. Innate and adaptive immune cells in the CNS play a critical role in initiating an autoimmune attack and in maintaining the chronic inflammation that drives disease progression. In this review, we will focus on recent insights into the role of T cells with regulatory function in suppressing the progression of MS, and, more importantly, in promoting the remyelination and repair of MS lesions in the CNS. We will discuss the exciting potential to genetically reprogram regulatory T cells to achieve immune suppression and enhance repair locally at sites of tissue damage, while retaining a fully competent immune system outside the CNS. In the future, reprogramed regulatory T cells with defined specificity and function may provide life medicines that can persist in patients and achieve lasting disease suppression after one cycle of treatment.
Collapse
Affiliation(s)
| | - Hans J. Stauss
- Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, Royal Free Hospital, Rowland Hill Street, London NW3 2PP, UK;
| |
Collapse
|
20
|
Chisari CG, Aguglia U, Amato MP, Bergamaschi R, Bertolotto A, Bonavita S, Morra VB, Cavalla P, Cocco E, Conte A, Cottone S, De Luca G, Di Sapio A, Filippi M, Gallo A, Gasperini C, Granella F, Lus G, Maimone D, Maniscalco GT, Marfia G, Moiola L, Paolicelli D, Pesci I, Ragonese P, Rovaris M, Salemi G, Solaro C, Totaro R, Trojano M, Vianello M, Zaffaroni M, Lepore V, Patti F. Long-term effectiveness of natalizumab in secondary progressive multiple sclerosis: A propensity-matched study. Neurotherapeutics 2024; 21:e00363. [PMID: 38714462 DOI: 10.1016/j.neurot.2024.e00363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Accepted: 04/12/2024] [Indexed: 05/09/2024] Open
Abstract
Treatment options for secondary progressive MS (SPMS) are limited, especially considering that the new drugs recently approved are licensed for actively relapsing patients. We aimed to compare the disability progression in a real-world cohort of SPMS patients treated with natalizumab (NTZ) or interferon beta-1b (IFNb-1b). This multicenter retrospective enrolled patients with a diagnosis of SPMS according to 2014 Lublin criteria, who received NTZ or IFNb-1b for at least 48 months between the 1st June 2012 and the 15th May 2018 at 33 Italian MS centers contributing to the Italian MS Registry NTZ or IFNb-1b. Confirmed Expanded Disability Status Scale worsening (CEW) and progression independent of relapse (PIRA) were evaluated. In order to correct for non-randomization, a propensity score matching of the groups was performed. Out of 5206 MS patients identified at the time of data extraction, 421 SPMS patients treated with NTZ (224 [53.2%] females, mean age 45.3 ± 25.4 years) and 353 with IFNb-1b (133 [37.8%] females, mean age 48.5 ± 19.8 years) were enrolled. After applying the matching procedure, 102 patients were retained in the NTZ group and 98 in the IFNb-2b group. The proportion of patients who reached the 48-month 1-point CEW was significantly higher in IFNb-1b compared to NTZ group (58.2% versus 30.4%, p = 0.01). The proportion of patients who developed PIRA at 48 months were significantly higher in IFNb-1b compared to NTZ (72.4% versus 40.2%, p = 0.01). EDSS before treatment initiation and SPMS duration were risk factors for disability progression in terms of PIRA (HR 2.54, 25%CI 1.67-5.7; p = 0.006 and HR 2.04, 25%CI 1.22-3.35; p = 0.01, respectively). Patients treated with IFNb-1b were 1.64 times more to likely to develop PIRA (HR 1.64, 25%CI 1.04-4.87; p = 0.001). Treatment with NTZ in SPMS patients showed more favorable disability outcomes compared to IFNb-1b with beneficial effects over 48 months.
Collapse
Affiliation(s)
- Clara G Chisari
- Department "GF. Ingrassia"; Section of Neurosciences, University of Catania, Italy; UOS Sclerosi Multipla, AOU Policlinico "G. Rodolico-San Marco", University of Catania, Catania, Italy
| | - Umberto Aguglia
- Regional Epilepsy Centre, Great Metropolitan "Bianchi-Melacrino-Morelli" Hospital, Reggio Calabria, Italy
| | - Maria Pia Amato
- Department NEUROFARBA, Section Neurosciences, University of Florence, Florence, Italy; IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | | | - Antonio Bertolotto
- Department of Neurology and Multiple Sclerosis Regional Referral Centre, AOU San Luigi Gonzaga, Orbassano, Turin, Italy
| | - Simona Bonavita
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli" Naples, Italy
| | | | - Paola Cavalla
- Multiple Sclerosis Center, Department of Neuroscience and Mental Health, City of Health and Science University Hospital of Torino, Torino, Italy
| | - Eleonora Cocco
- Multiple Sclerosis Centre Binaghi Hospital, ATS Sardegna-University of Cagliari, Italy
| | - Antonella Conte
- Department of Human Neurosciences, Sapienza University of Rome, Italy; IRCCS Neuromed Pozzili, Italy
| | | | - Giovanna De Luca
- Multiple Sclerosis Center, Neurology Clinic, Policlinico SS Annunziata, University of Chieti-Pescara, Chieti, Italy
| | - Alessia Di Sapio
- Department of Neurology and Multiple Sclerosis Regional Referral Centre, AOU San Luigi Gonzaga, Orbassano, Turin, Italy
| | - Massimo Filippi
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy; Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy; Neurorehabilitation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy; Vita-Salute San Raffaele University, Milan, Italy; Neurophysiology Service, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Antonio Gallo
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli" Naples, Italy
| | - Claudio Gasperini
- Department of Neuroscience, UOC Neurology, San Camillo-Forlanini Hospital, Rome, Italy
| | - Franco Granella
- Neurosciences Unit, Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Giacomo Lus
- Department of Advanced Medical and Surgical Sciences, II Division of Neurology, Multiple Sclerosis Center, University of Campania 'L. Vanvitelli', Naples, Italy
| | - Davide Maimone
- Centro Sclerosi Multipla, UOC Neurologia, Azienda Ospedaliera Cannizzaro, Catania, Italy
| | | | - Girolama Marfia
- Multiple Sclerosis Clinical and Research Unit, Department of Systems Medicine, Tor Vergata University, Rome, Italy
| | - Lucia Moiola
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Damiano Paolicelli
- Department of Translational Biomedicines and Neurosciences University of Bari, A. Moro, Bari, Italy
| | - Ilaria Pesci
- Centro Sclerosi Multipla Unità Operativa Neurologia, Azienda Unità Sanitaria Locale, Ospedale Di Vaio, Fidenza, Parma, Italy
| | - Paolo Ragonese
- Unit of Neurology, Department of Biomedicine, Neurosciences and Advanced Diagnostics, Palermo University, Palermo, Italy
| | | | - Giuseppe Salemi
- Unit of Neurology, Department of Biomedicine, Neurosciences and Advanced Diagnostics, Palermo University, Palermo, Italy
| | - Claudio Solaro
- Department of Rehabilitation, C.R.R.F. "Mons. L. Novarese", Loc. Trompone, Moncrivello, (VC), Italy
| | - Rocco Totaro
- Demyelinating Disease Center, Neurology Unit, University of L'Aquila, L'Aquila, Italy
| | - Maria Trojano
- School of Medicine, University "Aldo Moro", Bari, Italy
| | | | - Mauro Zaffaroni
- Multiple Sclerosis Center, ASST della Valle Olona, Ospedale di Gallarate, (VA), Italy
| | - Vito Lepore
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy
| | - Francesco Patti
- Department "GF. Ingrassia"; Section of Neurosciences, University of Catania, Italy; UOS Sclerosi Multipla, AOU Policlinico "G. Rodolico-San Marco", University of Catania, Catania, Italy.
| |
Collapse
|
21
|
Scherer L, Soudant M, Pittion-Vouyovitch S, Debouverie M, Guillemin F, Epstein J, Mathey G. Risk of secondary progression in patients with highly active multiple sclerosis treated with natalizumab: a real-life study. J Neurol 2024; 271:2216-2224. [PMID: 38421420 DOI: 10.1007/s00415-024-12266-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 01/31/2024] [Accepted: 02/16/2024] [Indexed: 03/02/2024]
Abstract
BACKGROUND one of the most important therapeutic goals in relapse-onset multiple sclerosis is to preclude conversion to secondary progression. Our objective was to determine the risk of progression associated with natalizumab treatment in an registry-based cohort of patients and to identify determinant factors. METHODS Patients with relapse-onset multiple sclerosis from the Registre Lorrain des Scléroses en Plaques (ReLSEP) were included if they had received one infusion of natalizumab between 2002 and 2021. The risk of secondary progression was determined using a standardized definition and a multi-state estimator to account for the possibility of stopping natalizumab before progression, and analyzed with multivariate Cox models. RESULTS 574 patients were followed up for a median of 6.7 years. Of the 304 who stopped NTZ before progression onset, the probabilities (95% confidence interval) to convert to progression after 1, 2, 5 and 10 years were 3.2% (2.0-4.8%), 5.3% (3.6-7.3%), 17.5% (14.3-21.3%) and 28.3% (23.7-33.7%), respectively. Discontinuation of NTZ during follow-up was significantly associated with an increased risk of conversion in case of no resumption of a highly active treatment thereafter (adjusted hazard ratio = 2.7; 95% confidence interval 1.5-4.9; p = 0.001). The use of such a treatment was associated with a lower risk of progression (adjusted hazard ratio = 0.42; 95% confidence interval 0.23-0.79; p = 0.007). CONCLUSION the risk of conversion to secondary progression associated with natalizumab treatment is relatively low but increases in case of natalizumab discontinuation in the absence of switch to highly active immunosuppressant.
Collapse
Affiliation(s)
- Louisa Scherer
- Department of Neurology, Nancy University Hospital, 54035, Nancy, France
| | - Marc Soudant
- CIC, Epidémiologie Clinique, CHRU-Nancy, Université de Lorraine, 54000, Nancy, France
| | | | - Marc Debouverie
- Department of Neurology, Nancy University Hospital, 54035, Nancy, France
- Université de Lorraine, INSPIIRE, INSERM, 54000, Nancy, France
| | - Francis Guillemin
- CIC, Epidémiologie Clinique, CHRU-Nancy, Université de Lorraine, 54000, Nancy, France
- Université de Lorraine, INSPIIRE, INSERM, 54000, Nancy, France
| | - Jonathan Epstein
- CIC, Epidémiologie Clinique, CHRU-Nancy, Université de Lorraine, 54000, Nancy, France
- Université de Lorraine, INSPIIRE, INSERM, 54000, Nancy, France
| | - Guillaume Mathey
- Department of Neurology, Nancy University Hospital, 54035, Nancy, France.
- Université de Lorraine, INSPIIRE, INSERM, 54000, Nancy, France.
| |
Collapse
|
22
|
Stojsavljević A, Jagodić J, Pavlović S, Dinčić E, Kuveljić J, Manojlović D, Živković M. Essential trace element levels in multiple sclerosis: Bridging demographic and clinical gaps, assessing the need for supplementation. J Trace Elem Med Biol 2024; 83:127421. [PMID: 38452433 DOI: 10.1016/j.jtemb.2024.127421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 02/28/2024] [Accepted: 02/29/2024] [Indexed: 03/09/2024]
Abstract
BACKGROUND Multiple sclerosis (MS) is a chronic demyelinating disorder intricately linked to perturbations in trace element levels. While previous studies have explored circulating trace elements in a limited sample, understanding the impact of demographic and clinical variables on the elemental profile within a larger cohort remains elusive. METHODS This study aimed to evaluate essential trace elements (Cr, Mn, Co, Cu, Zn, and Se) in the sera of 215 MS patients compared to a meticulously matched control group of 100 individuals with similar gender and age. Our main objective was to identify potential variations in elemental profiles based on demographic and clinical parameters among MS patients, elucidating the prospective relevance of supplementing specific essential trace elements. RESULTS Data indicated a significant decrease in serum levels of Mn, Co, Zn, and Se, and an increase in Cr in MS patients compared to controls. These trace elements not only discriminated between MS patients and controls but also exhibited distinctive capabilities among demographic subgroups. Gender, smoking habits, and age strata (20-40 years and 41-60 years) revealed discernible variations in elemental profiles between MS patients and their control counterparts. Se demonstrated the singular ability to stratify cases of extreme MS severity, mild relapsing-remitting MS (RRMS) and highly severe secondary progressive MS (SPMS). In contrast, Co significantly differentiated RRMS from primary progressive MS (PPMS), while Cu significantly differentiated SPMS from PPMS. Additionally, Cu showed a negative correlation with MSSS, while Mn and Zn showed a positive correlation with EDSS. CONCLUSION These findings underscore a substantive deficiency in Mn, Co, Zn, and Se in the MS cohort, supporting targeted supplementation with these trace elements. This study provides a comprehensive understanding of the intricate relationship between essential trace elements and MS, paving the way for further research into personalized nutritional interventions for this complex neurological disorder.
Collapse
Affiliation(s)
| | - Jovana Jagodić
- University of Belgrade - Faculty of Chemistry, Belgrade, Serbia
| | - Slađan Pavlović
- Institute for Biological Research "Siniša Stanković" - National Institute of the Republic of Serbia, University of Belgrade, Belgrade, Serbia
| | - Evica Dinčić
- Military Medical Academy, Clinic for Neurology, Belgrade, Serbia; University of Defense in Belgrade, Serbia
| | - Jovana Kuveljić
- VINČA Institute of Nuclear Sciences - National Institute of the Republic of Serbia, Laboratory for Radiobiology and Molecular Genetics, University of Belgrade, Belgrade, Serbia
| | | | - Maja Živković
- VINČA Institute of Nuclear Sciences - National Institute of the Republic of Serbia, Laboratory for Radiobiology and Molecular Genetics, University of Belgrade, Belgrade, Serbia
| |
Collapse
|
23
|
Naval-Baudin P, Pons-Escoda A, Castillo-Pinar A, Martínez-Zalacaín I, Arroyo-Pereiro P, Flores-Casaperalta S, Garay-Buitron F, Calvo N, Martinez-Yélamos A, Cos M, Martínez-Yélamos S, Majós C. The T1-dark-rim: A novel imaging sign for detecting smoldering inflammation in multiple sclerosis. Eur J Radiol 2024; 173:111358. [PMID: 38340569 DOI: 10.1016/j.ejrad.2024.111358] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Revised: 01/24/2024] [Accepted: 02/03/2024] [Indexed: 02/12/2024]
Abstract
PURPOSE Paramagnetic rim lesions (PRLs), usually identified in susceptibility-weighted imaging (SWI), are a promising prognostic biomarker of disability progression in multiple sclerosis (MS). However, SWI is not routinely performed in clinical practice. The objective of this study is to define a novel imaging sign, the T1-dark rim, identifiable in a standard 3DT1 gradient-echo inversion-recovery sequence, such as 3D T1 turbo field echo (3DT1FE) and explore its performance as a SWI surrogate to define PRLs. METHODS This observational cross-sectional study analyzed MS patients who underwent 3T magnetic resonance imaging (MRI) including 3DT1TFE and SWI. Rim lesions were evaluated in 3DT1TFE, processed SWI, and SWI phase and categorized as true positive, false positive, or false negative based on the value of the T1-dark rim in predicting SWI phase PRLs. Sensitivity and positive predictive values of the T1-dark rim for detecting PRLs were calculated. RESULTS Overall, 80 rim lesions were identified in 63 patients (60 in the SWI phase and 78 in 3DT1TFE; 58 true positives, 20 false positives, and two false negatives). The T1-dark rim demonstrated 97% sensitivity and 74% positive predictive value for detecting PRLs. More PRLs were detected in the SWI phase than in processed SWI (60 and 57, respectively). CONCLUSION The T1-dark rim sign is a promising and accessible novel imaging marker to detect PRLs whose high sensitivity may enable earlier detection of chronic active lesions to guide MS treatment escalation. The relevance of T1-dark rim lesions that are negative on SWI opens up a new field for analysis.
Collapse
Affiliation(s)
- Pablo Naval-Baudin
- Radiology Department, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Carrer de Feixa Llarga SN, 08907 Barcelona, Spain; Institut de Diagnòstic Per La Imatge (IDI), L'Hospitalet de Llobregat, Centre Bellvige, Carrer de Feixa Llarga SN, 08907 Barcelona, Spain; Diagnostic Imaging and Nuclear Medicine Research Group, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, 08907 Barcelona, Spain; Departament de Ciències Clíniques, Facultat de Medicina I Ciències de La Salut, Universitat de Barcelona (UB), Carrer de Casanova 143, 08036 Barcelona, Spain.
| | - Albert Pons-Escoda
- Radiology Department, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Carrer de Feixa Llarga SN, 08907 Barcelona, Spain; Institut de Diagnòstic Per La Imatge (IDI), L'Hospitalet de Llobregat, Centre Bellvige, Carrer de Feixa Llarga SN, 08907 Barcelona, Spain; Diagnostic Imaging and Nuclear Medicine Research Group, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, 08907 Barcelona, Spain; Departament de Ciències Clíniques, Facultat de Medicina I Ciències de La Salut, Universitat de Barcelona (UB), Carrer de Casanova 143, 08036 Barcelona, Spain
| | - Albert Castillo-Pinar
- Radiology Department, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Carrer de Feixa Llarga SN, 08907 Barcelona, Spain
| | - Ignacio Martínez-Zalacaín
- Radiology Department, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Carrer de Feixa Llarga SN, 08907 Barcelona, Spain
| | - Pablo Arroyo-Pereiro
- Departament de Ciències Clíniques, Facultat de Medicina I Ciències de La Salut, Universitat de Barcelona (UB), Carrer de Casanova 143, 08036 Barcelona, Spain; Multiple Sclerosis Unit, Department of Neurology, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Carrer de Feixa Llarga SN, 08907 Barcelona, Spain; Neurological Diseases and Neurogenetic Research Group, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, 08907 Barcelona, Spain
| | - Susanie Flores-Casaperalta
- Radiology Department, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Carrer de Feixa Llarga SN, 08907 Barcelona, Spain; Institut de Diagnòstic Per La Imatge (IDI), L'Hospitalet de Llobregat, Centre Bellvige, Carrer de Feixa Llarga SN, 08907 Barcelona, Spain; Diagnostic Imaging and Nuclear Medicine Research Group, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, 08907 Barcelona, Spain
| | - Francis Garay-Buitron
- Radiology Department, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Carrer de Feixa Llarga SN, 08907 Barcelona, Spain; Institut de Diagnòstic Per La Imatge (IDI), L'Hospitalet de Llobregat, Centre Bellvige, Carrer de Feixa Llarga SN, 08907 Barcelona, Spain; Diagnostic Imaging and Nuclear Medicine Research Group, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, 08907 Barcelona, Spain
| | - Nahum Calvo
- Radiology Department, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Carrer de Feixa Llarga SN, 08907 Barcelona, Spain; Institut de Diagnòstic Per La Imatge (IDI), L'Hospitalet de Llobregat, Centre Bellvige, Carrer de Feixa Llarga SN, 08907 Barcelona, Spain; Diagnostic Imaging and Nuclear Medicine Research Group, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, 08907 Barcelona, Spain
| | - Antonio Martinez-Yélamos
- Departament de Ciències Clíniques, Facultat de Medicina I Ciències de La Salut, Universitat de Barcelona (UB), Carrer de Casanova 143, 08036 Barcelona, Spain; Multiple Sclerosis Unit, Department of Neurology, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Carrer de Feixa Llarga SN, 08907 Barcelona, Spain; Neurological Diseases and Neurogenetic Research Group, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, 08907 Barcelona, Spain
| | - Mónica Cos
- Radiology Department, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Carrer de Feixa Llarga SN, 08907 Barcelona, Spain; Institut de Diagnòstic Per La Imatge (IDI), L'Hospitalet de Llobregat, Centre Bellvige, Carrer de Feixa Llarga SN, 08907 Barcelona, Spain; Diagnostic Imaging and Nuclear Medicine Research Group, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, 08907 Barcelona, Spain
| | - Sergio Martínez-Yélamos
- Departament de Ciències Clíniques, Facultat de Medicina I Ciències de La Salut, Universitat de Barcelona (UB), Carrer de Casanova 143, 08036 Barcelona, Spain; Multiple Sclerosis Unit, Department of Neurology, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Carrer de Feixa Llarga SN, 08907 Barcelona, Spain; Neurological Diseases and Neurogenetic Research Group, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, 08907 Barcelona, Spain
| | - Carles Majós
- Radiology Department, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Carrer de Feixa Llarga SN, 08907 Barcelona, Spain; Institut de Diagnòstic Per La Imatge (IDI), L'Hospitalet de Llobregat, Centre Bellvige, Carrer de Feixa Llarga SN, 08907 Barcelona, Spain; Diagnostic Imaging and Nuclear Medicine Research Group, Bellvitge Biomedical Research Institute (IDIBELL), L'Hospitalet de Llobregat, 08907 Barcelona, Spain
| |
Collapse
|
24
|
Tan H, Li X, Li Y, He F, ZhangBao J, Zhou L, Yang L, Zhao C, Lu C, Dong Q, Li H, Quan C. Real-world experience of teriflunomide in relapsing multiple sclerosis: paramagnetic rim lesions may play a role. Front Immunol 2024; 15:1343531. [PMID: 38558796 PMCID: PMC10979358 DOI: 10.3389/fimmu.2024.1343531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Accepted: 02/26/2024] [Indexed: 04/04/2024] Open
Abstract
Objectives The aims of this study were to report the effectiveness and safety of teriflunomide in Chinese patients with relapsing-remitting multiple sclerosis (RRMS) and to explore the association of paramagnetic rim lesion (PRL) burden with patient outcome in the context of teriflunomide treatment and the impact of teriflunomide on PRL burden. Methods This is a prospective observational study. A total of 100 RRMS patients treated with teriflunomide ≥3 months were included in analyzing drug persistence and safety. Among them, 96 patients treated ≥6 months were included in assessing drug effectiveness in aspects of no evidence of disease activity (NEDA) 3. The number and total volume of PRL were calculated in 76 patients with baseline susceptibility-weighted imaging (SWI), and their association with NEDA3 failure during teriflunomide treatment was investigated. Results Over a treatment period of 19.7 (3.1-51.7) months, teriflunomide reduced annualized relapse rate (ARR) from 1.1 ± 0.8 to 0.3 ± 0.5, and Expanded Disability Status Scale (EDSS) scores remained stable. At month 24, the NEDA3% and drug persistence rate were 43.8% and 65.1%, respectively. In patients with a baseline SWI, 81.6% had at least 1 PRL, and 42.1% had ≥4 PRLs. The total volume of PRL per patient was 0.3 (0.0-11.5) mL, accounting for 2.3% (0.0%-49.0%) of the total T2 lesion volume. Baseline PRL number ≥ 4 (OR = 4.24, p = 0.009), younger onset age (OR = 0.94, p = 0.039), and frequent relapses in initial 2 years of disease (OR = 13.40, p = 0.026) were associated with NEDA3 failure. The PRL number and volume were not reduced (p = 0.343 and 0.051) after teriflunomide treatment for more than 24 months. No new safety concerns were identified in this study. Conclusion Teriflunomide is effective in reducing ARR in Chinese patients with RRMS. Patients with less PRL burden, less frequent relapses, and relatively older age are likely to benefit more from teriflunomide, indicating that PRL might be a valuable measurement to inform clinical treatment decision.
Collapse
Affiliation(s)
- Hongmei Tan
- Department of Neurology, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
- National Center for Neurological Disorders, Shanghai, China
| | - Xiang Li
- Department of Neurology, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
- National Center for Neurological Disorders, Shanghai, China
| | - Yuxin Li
- National Center for Neurological Disorders, Shanghai, China
- Department of Radiology, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
- Institute of Functional and Molecular Medical Imaging, Fudan University, Shanghai, China
| | - Fanru He
- National Center for Neurological Disorders, Shanghai, China
- Department of Radiology, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
| | - Jingzi ZhangBao
- Department of Neurology, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
- National Center for Neurological Disorders, Shanghai, China
| | - Lei Zhou
- Department of Neurology, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
- National Center for Neurological Disorders, Shanghai, China
| | - Liqin Yang
- National Center for Neurological Disorders, Shanghai, China
- Department of Radiology, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
- Institute of Functional and Molecular Medical Imaging, Fudan University, Shanghai, China
| | - Chongbo Zhao
- Department of Neurology, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
- National Center for Neurological Disorders, Shanghai, China
| | - Chuanzhen Lu
- Department of Neurology, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
- National Center for Neurological Disorders, Shanghai, China
| | - Qiang Dong
- Department of Neurology, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
- National Center for Neurological Disorders, Shanghai, China
| | - Haiqing Li
- National Center for Neurological Disorders, Shanghai, China
- Department of Radiology, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
- Institute of Functional and Molecular Medical Imaging, Fudan University, Shanghai, China
| | - Chao Quan
- Department of Neurology, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, China
- National Center for Neurological Disorders, Shanghai, China
| |
Collapse
|
25
|
Stojkovic L, Jovanovic I, Dincic E, Djordjevic A, Kuveljic J, Djuric T, Stankovic A, Vojinovic S, Zivkovic M. Targeted RNAseq Revealed the Gene Expression Signature of Ferroptosis-Related Processes Associated with Disease Severity in Patients with Multiple Sclerosis. Int J Mol Sci 2024; 25:3016. [PMID: 38474262 DOI: 10.3390/ijms25053016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Revised: 02/15/2024] [Accepted: 02/28/2024] [Indexed: 03/14/2024] Open
Abstract
Detrimental molecular processes in multiple sclerosis (MS) lead to the cellular accumulation of lipid peroxidation products and iron in the CNS, which represents the main driving force for ferroptosis. Ferroptosis is an iron-dependent form of regulated cell death, with proposed roles in neurodegeneration, oligodendrocyte loss and neuroinflammation in the pathogenesis of MS. Ferroptosis-related gene expression signature and molecular markers, which could reflect MS severity and progression, are currently understudied in humans. To tackle these challenges, we have applied a curated approach to create and experimentally analyze a comprehensive panel of ferroptosis-related genes covering a wide range of biological processes associated with ferroptosis. We performed the first ferroptosis-related targeted RNAseq on PBMCs from highly distinctive MS phenotype groups: mild relapsing-remitting (RR) (n = 24) and severe secondary progressive (SP) (n = 24), along with protein detection of GPX4 and products of lipid peroxidation (MDA and 4-HNE). Out of 138 genes, 26 were differentially expressed genes (DEGs), indicating changes in both pro- and anti-ferroptotic genes, representing a molecular signature associated with MS severity. The top three DEGs, as non-core ferroptosis genes, CDKN1A, MAP1B and EGLN2, were replicated by qPCR to validate findings in independent patient groups (16 RR and 16 SP MS). Co-expression and interactions of DEGs were presented as additional valuable assets for deeper understanding of molecular mechanisms and key targets related to MS severity. Our study integrates a wide genetic signature and biochemical markers related to ferroptosis in easily obtainable PBMCs of MS patients with clinical data and disease severity, thus providing novel molecular markers which can complement disease-related changes in the brain and undergo further research as potential therapeutic targets.
Collapse
Affiliation(s)
- Ljiljana Stojkovic
- Laboratory for Radiobiology and Molecular Genetics, VINČA Institute of Nuclear Sciences-National Institute of the Republic of Serbia, University of Belgrade, P.O. Box 522, 11000 Belgrade, Serbia
| | - Ivan Jovanovic
- Laboratory for Radiobiology and Molecular Genetics, VINČA Institute of Nuclear Sciences-National Institute of the Republic of Serbia, University of Belgrade, P.O. Box 522, 11000 Belgrade, Serbia
| | - Evica Dincic
- Clinic for Neurology, Military Medical Academy, 11000 Belgrade, Serbia
- Medical Faculty, University of Defense in Belgrade, 11042 Belgrade, Serbia
| | - Ana Djordjevic
- Laboratory for Radiobiology and Molecular Genetics, VINČA Institute of Nuclear Sciences-National Institute of the Republic of Serbia, University of Belgrade, P.O. Box 522, 11000 Belgrade, Serbia
| | - Jovana Kuveljic
- Laboratory for Radiobiology and Molecular Genetics, VINČA Institute of Nuclear Sciences-National Institute of the Republic of Serbia, University of Belgrade, P.O. Box 522, 11000 Belgrade, Serbia
| | - Tamara Djuric
- Laboratory for Radiobiology and Molecular Genetics, VINČA Institute of Nuclear Sciences-National Institute of the Republic of Serbia, University of Belgrade, P.O. Box 522, 11000 Belgrade, Serbia
| | - Aleksandra Stankovic
- Laboratory for Radiobiology and Molecular Genetics, VINČA Institute of Nuclear Sciences-National Institute of the Republic of Serbia, University of Belgrade, P.O. Box 522, 11000 Belgrade, Serbia
| | - Slobodan Vojinovic
- Department of Neurology, Medical Faculty, University of Nis, 18000 Nis, Serbia
| | - Maja Zivkovic
- Laboratory for Radiobiology and Molecular Genetics, VINČA Institute of Nuclear Sciences-National Institute of the Republic of Serbia, University of Belgrade, P.O. Box 522, 11000 Belgrade, Serbia
| |
Collapse
|
26
|
Oechtering J, Stein K, Schaedelin SA, Maceski AM, Orleth A, Meier S, Willemse E, Qureshi F, Heijnen I, Regeniter A, Derfuss T, Benkert P, D'Souza M, Limberg M, Fischer-Barnicol B, Achtnichts L, Mueller S, Salmen A, Lalive PH, Bridel C, Pot C, Du Pasquier RA, Gobbi C, Wiendl H, Granziera C, Kappos L, Trendelenburg M, Leppert D, Lunemann JD, Kuhle J. Complement Activation Is Associated With Disease Severity in Multiple Sclerosis. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2024; 11:e200212. [PMID: 38354323 PMCID: PMC10913171 DOI: 10.1212/nxi.0000000000200212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Accepted: 01/12/2024] [Indexed: 02/16/2024]
Abstract
BACKGROUND AND OBJECTIVES Histopathologic studies have identified immunoglobulin (Ig) deposition and complement activation as contributors of CNS tissue damage in multiple sclerosis (MS). Intrathecal IgM synthesis is associated with higher MS disease activity and severity, and IgM is the strongest complement-activating immunoglobulin. In this study, we investigated whether complement components (CCs) and complement activation products (CAPs) are increased in persons with MS, especially in those with an intrathecal IgM synthesis, and whether they are associated with disease severity and progression. METHODS CC and CAP levels were quantified in plasma and CSF of 112 patients with clinically isolated syndrome (CIS), 127 patients with MS (90 relapsing-remitting, 14 primary progressive, and 23 secondary progressive), 31 inflammatory neurologic disease, and 44 symptomatic controls from the Basel CSF databank study. Patients with CIS/MS were followed in the Swiss MS cohort study (median 6.3 years). Levels of CC/CAP between diagnosis groups were compared; in CIS/MS, associations of CC/CAP levels with intrathecal Ig synthesis, baseline Expanded Disability Status Scale (EDSS) scores, MS Severity Score (MSSS), and neurofilament light chain (NfL) levels were investigated by linear regression, adjusted for age, sex, and albumin quotient. RESULTS CSF (but not plasma) levels of C3a, C4a, Ba, and Bb were increased in patients with CIS/MS, being most pronounced in those with an additional intrathecal IgM production. In CIS, doubling of C3a and C4a in CSF was associated with 0.31 (CI 0.06-0.56; p = 0.016) and 0.32 (0.02-0.62; p = 0.041) increased EDSS scores at lumbar puncture. Similarly, doubling of C3a and Ba in CIS/MS was associated with 0.61 (0.19-1.03; p < 0.01) and 0.74 (0.18-1.31; p = 0.016) increased future MSSS. In CIS/MS, CSF levels of C3a, C4a, Ba, and Bb were associated with increased CSF NfL levels, e.g., doubling of C3a was associated with an increase of 58% (Est. 1.58; CI 1.37-1.81; p < 0.0001). DISCUSSION CNS-compartmentalized activation of the classical and alternative pathways of complement is increased in CIS/MS and associated with the presence of an intrathecal IgM production. Increased complement activation within the CSF correlates with EDSS, future MSSS, and NfL levels, supporting the concept that complement activation contributes to MS pathology and disease progression. Complement inhibition should be explored as therapeutic target to attenuate disease severity and progression in MS.
Collapse
Affiliation(s)
- Johanna Oechtering
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Kerstin Stein
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Sabine A Schaedelin
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Aleksandra M Maceski
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Annette Orleth
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Stephanie Meier
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Eline Willemse
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Ferhan Qureshi
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Ingmar Heijnen
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Axel Regeniter
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Tobias Derfuss
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Pascal Benkert
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Marcus D'Souza
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Marguerite Limberg
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Bettina Fischer-Barnicol
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Lutz Achtnichts
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Stefanie Mueller
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Anke Salmen
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Patrice H Lalive
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Claire Bridel
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Caroline Pot
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Renaud A Du Pasquier
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Claudio Gobbi
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Heinz Wiendl
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Cristina Granziera
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Ludwig Kappos
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Marten Trendelenburg
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - David Leppert
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Jan D Lunemann
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Jens Kuhle
- From the Department of Neurology (J.O., A.M.M., A.O., S. Meier, E.W., T.D., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.); Multiple Sclerosis Centre and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB) (J.O., S.A.S., A.M.M., A.O., S. Meier, E.W., T.D., P.B., M.D.S., M.L., B.F.-B., C. Granziera, L.K., D.L., J.K.), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Switzerland; Department of Neurology with Institute of Translational Neurology (K.S., H.W., J.D.L.), University Hospital 4 Münster, Germany; Clinical Trial Unit (S.A.S., P.B.), Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland; Octavebio Bioscience (F.Q.), Menlo Park, CA; Division of Medical Immunology (I.H.), Laboratory Medicine, University Hospital Basel, Switzerland; Medica Laboratory (A.R.), Zürich; Department of Neurology (L.A.), Cantonal Hospital, Aarau; Department of Neurology (S. Mueller), Cantonal Hospital St. Gallen; Department of Neurology (A.S.), Inselspital, Bern University Hospital and University of Bern; Department of Clinical Neurosciences (P.H.L., C.B.), Division of Neurology; Diagnostic Department (P.H.L.), Division of Laboratory Medicine; Department of Pathology and Immunology (P.H.L.), Faculty of Medicine, University of Geneva; Division of Neurology (C.P., R.A.D.P.), Department of Clinical Neurosciences, Lausanne University Hospital (CHUV) and University of Lausanne; Neurocentre of Southern Switzerland (C. Gobbi), Multiple Sclerosis Centre, Ospedale Civico; Faculty of Biomedical Sciences (C. Gobbi), Università della Svizzera Italiana (USI), Lugano, Switzerland; Translational Imaging in Neurology (ThINk) Basel (C. Granziera), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; and Division of Internal Medicine (M.T.), University Hospital Basel and Clinical Immunology, Department of Biomedicine, University of Basel, Basel, Switzerland
| |
Collapse
|
27
|
Deri N, Barboza A, Vrech C, Rey R, Burgos M, Fiol M, CalvoVildoso C, Patrucco L, Jose G, Aliberti P, Chirico D, Federico MB, Seifer G, Piedrabuena R. Clinical characterization of long-term multiple sclerosis (COLuMbus) patients in Argentina: A cross-sectional non-interventional study. Mult Scler Relat Disord 2024; 83:105421. [PMID: 38244525 DOI: 10.1016/j.msard.2023.105421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 12/19/2023] [Accepted: 12/30/2023] [Indexed: 01/22/2024]
Abstract
BACKGROUND Most Multiple Sclerosis (MS) clinical trials fail to assess the long-term effects of disease-modifying therapies (DMT) or disability. METHODS COLuMbus was a single-visit, cross-sectional study in Argentina in adult patients with ≥10 years of MS since first diagnosis. The primary endpoint was to determine patient disability using the Expanded Disability Status Scale (EDSS). The secondary endpoints were to evaluate the distribution of diagnoses between relapsing-remitting MS (RRMS) and secondary progressive MS (SPMS), patient demographics, disease history, and the risk of disability progression. The relationship between baseline characteristics and the current disability state and the risk of disability progression was assessed. RESULTS Out of the 210 patients included, 76.7 % had a diagnosis of RRMS and 23.3 % had been diagnosed with SPMS, with a mean disease duration of 17.9 years and 20.5 years, respectively. The mean delay in the initial MS diagnosis was 2.6 years for the RRMS subgroup and 2.8 years for the SPMS subgroups. At the time of cut-off (28May2020), 90.1 % (RRMS) and 75.5 % (SPMS) of patients were receiving a DMT, with a mean of 1.5 and 2.0 prior DMTs, respectively. The median EDSS scores were 2.5 (RRMS) and 6.5 (SPMS). In the RRMS and SPMS subgroups, 23 % and 95.9 % of patients were at high risk of disability, respectively; the time since first diagnosis showed a significant correlation with the degree of disability. CONCLUSIONS This is the first local real-world study in patients with long-term MS that highlights the importance of recognizing early disease progression to treat the disease on time and delay disability.
Collapse
Affiliation(s)
- Norma Deri
- Centro de Investigaciones Diabaid, Autonomous City of Buenos Aires, Argentina
| | | | - Carlos Vrech
- Centro Integral de Diagnóstico por Imágenes Marchegiani, Córdoba, Argentina
| | - Roberto Rey
- Neurology Department, Instituto Argentino de Investigación Neurológica (IADIN), Buenos Aires, Argentina
| | | | - Marcela Fiol
- Department of Neurology, Institute for Neurological Research (FLENI) Buenos Aires, Argentina
| | | | - Liliana Patrucco
- Centro de Esclerosis Múltiple de Buenos Aires, Hospital Italiano de Buenos Aires, Argentina
| | - Gustavo Jose
- Centro Médico Privado de Reumatología, Tucumán, Argentina (currently known as Centro de Investigaciones Médicas Tucumán), Argentina
| | | | | | | | | | | |
Collapse
|
28
|
Iaffaldano P, Lucisano G, Guerra T, Patti F, Cocco E, De Luca G, Brescia Morra V, Pozzilli C, Zaffaroni M, Ferraro D, Gasperini C, Salemi G, Bergamaschi R, Lus G, Inglese M, Romano S, Bellantonio P, Di Monte E, Maniscalco GT, Conte A, Lugaresi A, Vianello M, Torri Clerici VLA, Di Sapio A, Pesci I, Granella F, Totaro R, Marfia GA, Danni MC, Cavalla P, Valentino P, Aguglia U, Montepietra S, Ferraro E, Protti A, Spitaleri D, Avolio C, De Riz M, Maimone D, Cavaletti G, Gazzola P, Tedeschi G, Sessa M, Rovaris M, Di Palma F, Gatto M, Cargnelutti D, De Robertis F, Logullo FO, Rini A, Meucci G, Ardito B, Banfi P, Nasuelli D, Paolicelli D, Rocca MA, Portaccio E, Chisari CG, Fenu G, Onofrj M, Carotenuto A, Ruggieri S, Tortorella C, Ragonese P, Nica M, Amato MP, Filippi M, Trojano M. Evaluation of drivers of treatment switch in relapsing multiple sclerosis: a study from the Italian MS Registry. J Neurol 2024; 271:1150-1159. [PMID: 38135850 DOI: 10.1007/s00415-023-12137-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 11/22/2023] [Accepted: 11/23/2023] [Indexed: 12/24/2023]
Abstract
BACKGROUND Active relapsing-remitting (RR) and secondary progressive (SP) multiple sclerosis (MS) are currently defined as "relapsing MS" (RMS). The aim of this cross-sectional study was to assess drivers of treatment switches due to clinical relapses in a population of RMS patients collected in the Italian MS and Related Disorders Register (I-MS&RD). METHODS RRMS and SPMS patients with at least one relapse in a time window of 2 years before of data extraction were defined as RMS. Factors associated with disease-modifying therapy (DMT) switching due to clinical activity were assessed through multivariable logistic regression models in which treatment exposure was included as the last recorded DMT and the last DMT's class [moderate-efficacy (ME), high-efficacy (HE) DMTs and anti-CD20 drugs]. RESULTS A cohort of 4739 RMS patients (4161 RRMS, 578 SPMS) was extracted from the I-MS&RD. A total of 2694 patients switching DMTs due to relapses were identified. Switchers were significantly (p < 0.0001) younger, less disabled, more frequently affected by an RR disease course in comparison to non-switcher patients. The multivariable logistic regression models showed that Alemtuzumab (OR 0.08, 95% CI 0.02-0.37), Natalizumab (0.48, 0.30-0.76), Ocrelizumab (0.1, 0.02-0.45) and Rituximab (0.23, 0.06-0.82) exposure was a protective factor against treatment switch due to relapses. Moreover, the use of HE DMTs (0.43, 0.31-0.59), especially anti-CD20 drugs (0.14, 0.05-0.37), resulted to be a protective factor against treatment switch due to relapses in comparison with ME DMTs. CONCLUSIONS More than 50% of RMS switched therapy due to disease activity. HE DMTs, especially anti-CD20 drugs, significantly reduce the risk of treatment switch.
Collapse
Affiliation(s)
- Pietro Iaffaldano
- Department of Translational Biomedicine and Neurosciences-DiBraiN, University of Bari "Aldo Moro", Piazza G. Cesare 11, 70124, Bari, Italy
| | - Giuseppe Lucisano
- Department of Translational Biomedicine and Neurosciences-DiBraiN, University of Bari "Aldo Moro", Piazza G. Cesare 11, 70124, Bari, Italy
- Center for Outcomes Research and Clinical Epidemiology, Pescara, Italy
| | - Tommaso Guerra
- Department of Translational Biomedicine and Neurosciences-DiBraiN, University of Bari "Aldo Moro", Piazza G. Cesare 11, 70124, Bari, Italy
| | - Francesco Patti
- Dipartimento di Scienze Mediche E Chirurgiche E Tecnologie Avanzate, GF Ingrassia, Università di Catania, Via Santa Sofia 78, 95123, Catania, Italy
- UOS Sclerosi Multipla, AOU Policlinico G Rodolico-San Marco, Università di Catania, Catania, Italy
| | - Eleonora Cocco
- Department of Medical Science and Public Health, University of Cagliari/Centro Sclerosi Multipla, ATS Sardegna, Cagliari, Italy
| | - Giovanna De Luca
- Centro Sclerosi MultiplaClinica Neurologica, Policlinico SS Annunziata, Università "G. d'Annunzio", Chieti-Pescara, Italy
| | - Vincenzo Brescia Morra
- Department of Neurosciences, Reproductive and Odontostomatological Sciences, Multiple Sclerosis Clinical Care and Research Center, University of Naples Federico II, Via Pansini 5, 80131, Naples, Italy
| | - Carlo Pozzilli
- Department of Human Neurosciences, Sapienza University of Roma, Rome, Italy
| | - Mauro Zaffaroni
- Neuroimmunology Unit and Multiple Sclerosis Center, ASST Della Valle Olona, Hospital of Gallarate, Via Pastori 4, 21013, Gallarate, VA, Italy
| | - Diana Ferraro
- Department of Neurosciences, Ospedale Civile di BaggiovaraAzienda Ospedaliero-Universitaria di Modena, Modena, Italy
| | - Claudio Gasperini
- Dipartimento di Neuroscienze, Ospedale San Camillo-Forlanini, Rome, Italy
| | - Giuseppe Salemi
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Via del Vespro 141, 90127, Palermo, Italy
| | | | - Giacomo Lus
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Matilde Inglese
- Dipartimento di NeuroscienzeRiabilitazioneOftalmologiaGenetica e Scienze Materno-Infantili (DINOGMI), Universita' di Genova, Genova, Italy
- IRCCS, Ospedale Policlinico San Martino, Genova, Italy
| | - Silvia Romano
- Department of Neurosciences, Mental Health and Sensory Organs (NESMOS), Sant'Andrea Hospital, Sapienza University of Rome, 00189, Rome, Italy
| | | | - Elisabetta Di Monte
- Center for Multiple Sclerosis, Hospital ASL 4 "Madonna delle Grazie", 75100, Matera, Italy
| | | | - Antonella Conte
- Department of Human Neurosciences, Sapienza, University of Rome, Rome, Italy
- Neurophysiopatology Unit, IRCCS Neuromed, Pozzilli, IS, Italy
| | - Alessandra Lugaresi
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
- Dipartimento di Scienze Biomediche e Neuromotorie, Università di Bologna, Bologna, Italy
| | - Marika Vianello
- MS Unit, OU Neurology "Ca' Foncello" Hospital, Treviso, Italy
| | | | - Alessia Di Sapio
- Department of Neurology, Regional Referral Multiple Sclerosis Center, University Hospital San Luigi Gonzaga, Orbassano, Turin, Italy
| | - Ilaria Pesci
- Neurology Unit, Ospedale Vaio-Fidenza, Parma, Italy
| | - Franco Granella
- Unit of Neurosciences, Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Rocco Totaro
- Centro Malattie Demielinizzanti-Clinica Neurologica, Ospedale San Salvatore, L'Aquila, Coppito, Italy
| | - Girolama Alessandra Marfia
- Multiple Sclerosis Clinical and Research Unit, Department of Systems Medicine, Tor Vergata University, 00133, Rome, Italy
| | - Maura Chiara Danni
- Neurological Clinic, Department of Experimental and Clinical Medicine, Marche Polytechnic University, Ancona, Italy
| | - Paola Cavalla
- Centro Sclerosi Multipla e Neurologia 1 D.U, Dipartimento di Neuroscienze e Salute Mentale, Azienda Ospedaliero-Universitaria Città della Salute e della Scienza di Torino, Turin, Italy
| | - Paola Valentino
- Istituto di neurologia, Università Magna Graecia Catanzaro, Catanzaro, Italy
| | - Umberto Aguglia
- Department of Medical and Surgical Sciences, Magna Graecia University of Catanzaro, Catanzaro, Italy
| | - Sara Montepietra
- MS Centre, SMN Hospital, AUSL Reggio Emilia, Reggio Emilia, Italy
| | | | | | | | - Carlo Avolio
- MS Center, University of Neurology, Foggia, Italy
| | - Milena De Riz
- Centro Sclerosi Multipla-Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico di Milano, Milan, Italy
| | - Davide Maimone
- Centro Sclerosi Multipla, ARNAS Garibaldi, Catania, Italy
| | | | - Paola Gazzola
- SC Neurologia, Ospedale P. Antero Micone-ASL 3 Genovese, Genoa, Italy
| | - Gioacchino Tedeschi
- I Division of Neurology, Universita della Campania "L. Vanvitelli", Naples, Italy
| | - Maria Sessa
- Centro Provinciale Sclerosi Multipla, ASST papa Giovanni XXIII, Bergamo, Italy
| | - Marco Rovaris
- MS Center, Scientific Institute Fondazione Don Carlo Gnocchi, Milan, Italy
| | - Franco Di Palma
- SM Center Neurology Department, ASST Lariana S. Anna Hospital, Como, Italy
| | - Maurizia Gatto
- Centro Malattie Demielinizzanti, Ospedale Generale Regionale F. Miulli, Acquaviva delle Fonti, Italy
| | | | | | | | - Augusto Rini
- Centro Sclerosi Multipla, Ospedale A. Perrino, Brindisi, Italy
| | - Giuseppe Meucci
- Ambulatorio Sclerosi MultiplaUnita' Operativa di Neurologia e Neurofisiopatologia, Spedali Riuniti di Livorno, Livorno, Italy
| | - Bonaventura Ardito
- Centro Sclerosi Mutipla UOC di Neurologia, Ospedale Della Murgia Fabio Perinei, Altamura, Italy
| | - Paola Banfi
- Dipartimento di Neurologia, Ospedale di Circolo e Fondazione Macchi, Varese, Italy
| | - Davide Nasuelli
- ASST Della Valle Olona Presidio Ospedaliero di Saronno Ambulatorio Sclerosi Multipla, Saronno, Italy
| | - Damiano Paolicelli
- Department of Translational Biomedicine and Neurosciences-DiBraiN, University of Bari "Aldo Moro", Piazza G. Cesare 11, 70124, Bari, Italy
| | - Maria Assunta Rocca
- Neurology Unit and Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, and Vita-Salute San Raffaele University, Milan, Italy
| | - Emilio Portaccio
- Department of NEUROFARBA, University of Florence, Viale Pieraccini 6, Florence, Italy
| | - Clara Grazia Chisari
- Dipartimento di Scienze Mediche E Chirurgiche E Tecnologie Avanzate, GF Ingrassia, Università di Catania, Via Santa Sofia 78, 95123, Catania, Italy
- UOS Sclerosi Multipla, AOU Policlinico G Rodolico-San Marco, Università di Catania, Catania, Italy
| | - Giuseppe Fenu
- Department of Medical Science and Public Health, University of Cagliari/Centro Sclerosi Multipla, ATS Sardegna, Cagliari, Italy
| | - Marco Onofrj
- Centro Sclerosi MultiplaClinica Neurologica, Policlinico SS Annunziata, Università "G. d'Annunzio", Chieti-Pescara, Italy
| | - Antonio Carotenuto
- Department of Neurosciences, Reproductive and Odontostomatological Sciences, Multiple Sclerosis Clinical Care and Research Center, University of Naples Federico II, Via Pansini 5, 80131, Naples, Italy
| | - Serena Ruggieri
- Department of Human Neurosciences, Sapienza University of Roma, Rome, Italy
| | - Carla Tortorella
- Dipartimento di Neuroscienze, Ospedale San Camillo-Forlanini, Rome, Italy
| | - Paolo Ragonese
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Via del Vespro 141, 90127, Palermo, Italy
| | | | - Maria Pia Amato
- Department of NEUROFARBA, University of Florence, Viale Pieraccini 6, Florence, Italy
- IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Massimo Filippi
- Neurology and Neurorehabilitation Units, Neurophysiology Service, Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, and Vita-Salute San Raffaele University, Milan, Italy
| | - Maria Trojano
- School of Medicine, University "Aldo Moro" Bari, Piazza Giulio Cesare 11, Bari, Italy.
| |
Collapse
|
29
|
Kreft KL, Uzochukwu E, Loveless S, Willis M, Wynford-Thomas R, Harding KE, Holmans P, Lawton M, Tallantyre EC, Robertson NP. Relevance of Multiple Sclerosis Severity Genotype in Predicting Disease Course: A Real-World Cohort. Ann Neurol 2024; 95:459-470. [PMID: 37974536 DOI: 10.1002/ana.26831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 10/31/2023] [Accepted: 11/06/2023] [Indexed: 11/19/2023]
Abstract
OBJECTIVE Currently, 233 genetic loci are known to be associated with susceptibility to multiple sclerosis (MS). Two independent pivotal severity genome-wide association studies recently found the first genome-wide significant single-nucleotide variant (SNV; rs10191329A ) and several other suggestive loci associated with overall disability outcomes. It is now important to understand if these findings can influence individual patient management. METHODS We assessed whether these progression SNVs are associated with detailed clinical phenotypes in a well-characterized prospective cohort of 1,455 MS patients. We used logistic regression, survival analysis, and propensity score matching to predict relevant long-term clinical outcomes. RESULTS We were unable to detect any association between rs10191329A and a range of clinically relevant outcomes (eg, time to Expanded Disability Status Scale milestones, age-related MS severity score, anatomical localization at onset or during subsequent relapses, annualized relapse rate). In addition, an extremes of outcome case-control analysis using a propensity score matching for genotype detected no association between disease severity and rs10191329A . However, we were able to replicate the association of two suggestive SNVs (rs7289446G and rs868824C ) with the development of fixed disability, albeit with modest effect sizes, and the association of HLA-DRB1*1501 with age at onset. INTERPRETATION Identification of rs10191329A and other suggestive SNVs are of considerable importance in understanding pathophysiological processes associated with MS severity. However, it is unlikely that individual genotyping can currently be used in a clinical setting to guide disease management. This study shows the importance of independent replication of genome-wide association studies associated with disease progression in neurodegenerative disorders. ANN NEUROL 2024;95:459-470.
Collapse
Affiliation(s)
- Karim L Kreft
- Department of Neurology, University Hospital of Wales, Cardiff, UK
| | - Emeka Uzochukwu
- Institute of Psychological Medicine and Clinical Neuroscience, Cardiff University, Cardiff, UK
| | - Sam Loveless
- Institute of Psychological Medicine and Clinical Neuroscience, Cardiff University, Cardiff, UK
| | - Mark Willis
- Department of Neurology, University Hospital of Wales, Cardiff, UK
- Institute of Psychological Medicine and Clinical Neuroscience, Cardiff University, Cardiff, UK
| | - Ray Wynford-Thomas
- Institute of Psychological Medicine and Clinical Neuroscience, Cardiff University, Cardiff, UK
| | | | - Peter Holmans
- Institute of Psychological Medicine and Clinical Neuroscience, Cardiff University, Cardiff, UK
| | - Michael Lawton
- Bristol Medical School (PHS), Bristol Population Health Science Institute, University of Bristol, Bristol, UK
| | - Emma C Tallantyre
- Department of Neurology, University Hospital of Wales, Cardiff, UK
- Institute of Psychological Medicine and Clinical Neuroscience, Cardiff University, Cardiff, UK
| | - Neil P Robertson
- Department of Neurology, University Hospital of Wales, Cardiff, UK
- Institute of Psychological Medicine and Clinical Neuroscience, Cardiff University, Cardiff, UK
| |
Collapse
|
30
|
Carlson AK, Fox RJ. Pathophysiology, Diagnosis, Treatment and Emerging Neurotherapeutic Targets for Progressive Multiple Sclerosis: The Age of PIRA. Neurol Clin 2024; 42:39-54. [PMID: 37980122 DOI: 10.1016/j.ncl.2023.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2023]
Abstract
More than one million individuals are impacted by progressive forms of multiple sclerosis. The literature examining the management of MS has focused primarily on relapsing forms of disease, and effective therapies targeting progressive mechanisms in MS remains a significant unmet need. Despite this, there are several encouraging potential therapeutics on the horizon. Improved understanding of mechanisms underlying MS progression, identification and validation of biomarkers, identification of novel therapeutic targets, and improved trial design are needed to further propel progress in the management of individuals with progressive forms of MS.
Collapse
Affiliation(s)
- Alise K Carlson
- Cleveland Clinic Mellen Center, 9500 Euclid Avenue U10, Cleveland, OH 44195, USA
| | - Robert J Fox
- Cleveland Clinic Mellen Center, 9500 Euclid Avenue U10, Cleveland, OH 44195, USA.
| |
Collapse
|
31
|
Jakimovski D, Kavak KS, Coyle PK, Goodman AD, Gottesman M, Zivadinov R, Weinstock-Guttman B. Disease-modifying treatment, long-term outcomes and transition to progressive multiple sclerosis: data based on the New York State MS Consortium. J Neurol 2024; 271:711-722. [PMID: 37995009 DOI: 10.1007/s00415-023-12099-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 10/01/2023] [Accepted: 11/03/2023] [Indexed: 11/24/2023]
Abstract
BACKGROUND The impact of disease-modifying treatments (DMTs) on multiple sclerosis (MS) long-term outcomes is continuously evolving. Retrospective analyses of large and long-term registries could provide information regarding general disease trajectories and risk factors that are commonly not investigated in shorter clinical trial settings. METHODS Retrospective observational study of people with MS (pwMS) registered in New York State MS Consortium (NYSMSC) since 1996. Disability outcomes of reaching sustained Expanded Disability Status Scale (EDSS) scores of 4.0, 6.0 and transition to secondary-progressive MS (SPMS) were confirmed at follow-up. Four DMT categories were determined (1) continuous DMT use, (2) discontinued DMT, (3) (re)started DMT and (4) never treated with DMT. Patient-reported outcomes (PRO) were acquired using LIFEware system. Kaplan-Meier survival curves and adjusted analysis of covariance (ANCOVA) were used to determine the rate and factors related to disability progression. RESULTS Total of 1893 pwMS were included with baseline average age of 43.2 years (SD = 10.4), 9.6 years of disease duration (SD = 8.8), median EDSS of 3.0 (IQR 2.0-3.5) and average follow-up time of 6.9 years (SD = 4.9). In addition to being male, older, more disabled and reporting worse PROs at baseline, pwMS who discontinued DMT had more than 5.5 times greater risk of reaching sustained EDSS of 4.0 (OR = 5.56, 95% CI 2.78-11.0, p < 0.001). Similarly, pwMS who discontinued DMT during the NYSMSC follow-up had 3.8- and 4.7-times greater risk to reach sustained EDSS 6.0 (OR = 3.86, 95% CI 2.12-7.02, p < 0.001), and to transition to SPMS (OR = 4.77, 95% CI 2.9-7.87, p < 0.001). Propensity matching analysis confirmed the worse clinical outcomes. CONCLUSIONS In addition to known predictors of long-term clinical outcomes, pwMS who discontinue DMT have worse long-term disability trajectory when compared to both early and late DMT starters. PRO-based indicators may suggest worse clinical outcomes.
Collapse
Affiliation(s)
- Dejan Jakimovski
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
- Jacobs Comprehensive MS Treatment and Research Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, 1010 Main Street, Buffalo, NY, 14202, USA
| | - Katelyn S Kavak
- Jacobs Comprehensive MS Treatment and Research Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, 1010 Main Street, Buffalo, NY, 14202, USA
| | - Patricia K Coyle
- Department of Neurology, Renaissance School of Medicine, Stony Brook, NY, USA
| | - Andrew D Goodman
- Department of Neurology, University of Rochester, Rochester, NY, USA
| | | | - Robert Zivadinov
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
- Center for Biomedical Imaging at Clinical Translational Science Institute, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Bianca Weinstock-Guttman
- Jacobs Comprehensive MS Treatment and Research Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, 1010 Main Street, Buffalo, NY, 14202, USA.
| |
Collapse
|
32
|
Jakimovski D, Bittner S, Zivadinov R, Morrow SA, Benedict RH, Zipp F, Weinstock-Guttman B. Multiple sclerosis. Lancet 2024; 403:183-202. [PMID: 37949093 DOI: 10.1016/s0140-6736(23)01473-3] [Citation(s) in RCA: 37] [Impact Index Per Article: 37.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 06/08/2023] [Accepted: 07/12/2023] [Indexed: 11/12/2023]
Abstract
Multiple sclerosis remains one of the most common causes of neurological disability in the young adult population (aged 18-40 years). Novel pathophysiological findings underline the importance of the interaction between genetics and environment. Improvements in diagnostic criteria, harmonised guidelines for MRI, and globalised treatment recommendations have led to more accurate diagnosis and an earlier start of effective immunomodulatory treatment than previously. Understanding and capturing the long prodromal multiple sclerosis period would further improve diagnostic abilities and thus treatment initiation, eventually improving long-term disease outcomes. The large portfolio of currently available medications paved the way for personalised therapeutic strategies that will balance safety and effectiveness. Incorporation of cognitive interventions, lifestyle recommendations, and management of non-neurological comorbidities could further improve quality of life and outcomes. Future challenges include the development of medications that successfully target the neurodegenerative aspect of the disease and creation of sensitive imaging and fluid biomarkers that can effectively predict and monitor disease changes.
Collapse
Affiliation(s)
- Dejan Jakimovski
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, State University of New York at Buffalo, Buffalo, NY, USA; Jacobs Comprehensive MS Treatment and Research Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, State University of New York at Buffalo, Buffalo, NY, USA
| | - Stefan Bittner
- Department of Neurology, Focus Program Translational Neuroscience and Immunotherapy, Rhine Main Neuroscience Network, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Robert Zivadinov
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, State University of New York at Buffalo, Buffalo, NY, USA; Center for Biomedical Imaging at the Clinical Translational Science Institute, State University of New York at Buffalo, Buffalo, NY, USA
| | - Sarah A Morrow
- Department of Clinical Neurological Sciences, Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Ralph Hb Benedict
- Jacobs Comprehensive MS Treatment and Research Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, State University of New York at Buffalo, Buffalo, NY, USA
| | - Frauke Zipp
- Department of Neurology, Focus Program Translational Neuroscience and Immunotherapy, Rhine Main Neuroscience Network, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany.
| | - Bianca Weinstock-Guttman
- Jacobs Comprehensive MS Treatment and Research Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, State University of New York at Buffalo, Buffalo, NY, USA.
| |
Collapse
|
33
|
Menezes FTLD, Lopes AB, Alencar JMD, Bichuetti DB, Souza NAD, Cogo-Moreira H, Oliveira EMLD. A mixture model for differentiating longitudinal courses of multiple sclerosis. Mult Scler Relat Disord 2024; 81:105346. [PMID: 38091806 DOI: 10.1016/j.msard.2023.105346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 11/07/2023] [Accepted: 11/24/2023] [Indexed: 01/23/2024]
Abstract
BACKGROUND Multiple sclerosis has a broad spectrum of clinical courses. Early identification of patients at greater risk of accumulating disability is essential. OBJECTIVES Identify groups of patients with similar presentation through a mixture model and predict their trajectories over the years. METHODS Retrospective study of patients from 1994 to 2019. We performed a latent profile analysis followed by a latent transition analysis based on eight parameters: age, disease duration, EDSS, number of relapses, multi-topographic symptoms, motor impairment, sphincter impairment, and infratentorial lesions. RESULTS We included 629 patients, regardless of the phenotypical classification. We identified three distinct groups at the beginning and end of the follow-up. The three-classes model disclosed the "No disability regardless disease duration" (NDRDD) class with low EDSS and younger patients, the "Disability within a short disease duration" (DSDD) class with the worse disability besides short illness, and the "Disability within a long disease duration" (DLDD) class that achieved high EDSS over a long disease duration. EDSS, disease duration, and no sphincter impairment had the best entropy to distinguish classes at the initial presentation. Over time, the patients from NDRDD had a 52.1 % probability of changing to DLDD and 7.7 % of changing to DSDD. CONCLUSIONS We identified three groups of clinical presentations and their evolution over time based on considered prognostic factors. The most likely transition is from NDRDD to DLDD.
Collapse
Affiliation(s)
- Felipe Toscano Lins de Menezes
- Neuroimmunology Clinic, Disciplina de Neurologia, Escola Paulista de Medicina - Universidade Federal de São Paulo, Sao Paulo, Brazil.
| | - Alexandre Bussinger Lopes
- Neuroimmunology Clinic, Disciplina de Neurologia, Escola Paulista de Medicina - Universidade Federal de São Paulo, Sao Paulo, Brazil
| | - Jéssica Monique Dias Alencar
- Neuroimmunology Clinic, Disciplina de Neurologia, Escola Paulista de Medicina - Universidade Federal de São Paulo, Sao Paulo, Brazil
| | - Denis Bernardi Bichuetti
- Neuroimmunology Clinic, Disciplina de Neurologia, Escola Paulista de Medicina - Universidade Federal de São Paulo, Sao Paulo, Brazil
| | - Nilton Amorim de Souza
- Neuroimmunology Clinic, Disciplina de Neurologia, Escola Paulista de Medicina - Universidade Federal de São Paulo, Sao Paulo, Brazil
| | - Hugo Cogo-Moreira
- Department of Education, ICT and Learning, Østfold University College, Halden, Norway
| | - Enedina Maria Lobato de Oliveira
- Neuroimmunology Clinic, Disciplina de Neurologia, Escola Paulista de Medicina - Universidade Federal de São Paulo, Sao Paulo, Brazil
| |
Collapse
|
34
|
Ahmad H, Campbell JA, van der Mei I, Taylor BV, Xia Q, Zhao T, Palmer AJ. Estimating the disutility of relapse in relapsing-remitting and secondary progressive multiple sclerosis using the EQ-5D-5L, AQoL-8D, EQ-5D-5L-psychosocial, and SF-6D: implications for health economic evaluation models. Qual Life Res 2023; 32:3373-3387. [PMID: 37522942 PMCID: PMC10624739 DOI: 10.1007/s11136-023-03486-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/11/2023] [Indexed: 08/01/2023]
Abstract
BACKGROUND AND AIMS Relapses are an important clinical feature of multiple sclerosis (MS) that result in temporary negative changes in quality of life (QoL), measured by health state utilities (HSUs) (disutilities). We aimed to quantify disutilities of relapse in relapsing remitting MS (RRMS), secondary progressive MS (SPMS), and relapse onset MS [ROMS (including both RRMS and SPMS)] and examine these values by disability severity using four multi-attribute utility instruments (MAUIs). METHODS We estimated (crude and adjusted and stratified by disability severity) disutilities (representing the mean difference in HSUs of 'relapse' and 'no relapse' groups as well as 'unsure' and 'no relapse' groups) in RRMS (n = 1056), SPMS (n = 239), and ROMS (n = 1295) cohorts from the Australian MS Longitudinal Study's 2020 QoL survey, using the EQ-5D-5L, AQoL-8D, EQ-5D-5L-Psychosocial, and SF-6D MAUIs. RESULTS Adjusted mean overall disutilities of relapse in RMSS/SPMS/ROMS were - 0.101/- 0.149/- 0.129 (EQ-5D-5L), - 0.092/- 0.167/- 0.113 (AQoL-8D), - 0.080/- 0.139/- 0.097 (EQ-5D-5L-Psychosocial), and - 0.116/- 0.161/- 0.130 (SF-6D), approximately 1.5 times higher in SPMS than in RRMS, in all MAUI. All estimates were statistically significant and/or clinically meaningful. Adjusted disutilities of RRMS and ROMS demonstrated a U-shaped relationship between relapse disutilities and disability severity. Relapse disutilities were higher in 'severe' disability than 'mild' and 'moderate' in the SPMS cohort. CONCLUSION MS-related relapses are associated with substantial utility decrements. As the type and severity of MS influence disutility of relapse, the use of disability severity and MS-type-specific disutility inputs is recommended in future health economic evaluations of MS. Our study supports relapse management and prevention as major mechanisms to improve QoL in people with MS.
Collapse
Affiliation(s)
- Hasnat Ahmad
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia.
- Australian Government Department of Health and Aged Care, Canberra, Australia.
| | - Julie A Campbell
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia
| | - Ingrid van der Mei
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia
| | - Bruce V Taylor
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia
| | - Qing Xia
- Australian Centre for Health Services Innovation and Centre for Healthcare Transformation, School of Public Health & Social Work, Queensland University of Technology, Brisbane, QLD, Australia
| | - Ting Zhao
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia
| | - Andrew J Palmer
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia
| |
Collapse
|
35
|
Dzau W, Sharmin S, Patti F, Izquierdo G, Eichau S, Prat A, Girard M, Duquette P, Onofrj M, Lugaresi A, Ozakbas S, Gerlach O, Boz C, Grammond P, Terzi M, Amato MP, La Spitaleri D, Ramo-Tello C, Maimone D, Cartechini E, Buzzard K, Skibina O, van der Walt A, Butzkueven H, Iuliano G, Soysal A, Kalincik T. Risk of secondary progressive multiple sclerosis after early worsening of disability. J Neurol Neurosurg Psychiatry 2023; 94:984-991. [PMID: 37414538 DOI: 10.1136/jnnp-2023-331748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 06/12/2023] [Indexed: 07/08/2023]
Abstract
BACKGROUND Whether progression independent of relapse activity (PIRA) heralds earlier onset of secondary progressive multiple sclerosis (SPMS) and more rapid accumulation of disability during SPMS remains to be determined. We investigated the association between early PIRA, relapse-associated worsening (RAW) of disability and time to SPMS, subsequent disability progression and their response to therapy. METHODS This observational cohort study included patients with relapsing-remitting multiple sclerosis (RRMS) from the MSBase international registry across 146 centres and 39 countries. Associations between the number of PIRA and RAW during early multiple sclerosis (MS) (the initial 5 years of MS onset) were analysed with respect to: time to SPMS using Cox proportional hazards models adjusted for disease characteristics; and disability progression during SPMS, calculated as the change of Multiple Sclerosis Severity Scores over time, using multivariable linear regression. RESULTS 10 692 patients met the inclusion criteria: 3125 (29%) were men and the mean MS onset age was 32.2 years. A higher number of early PIRA (HR=1.50, 95% CI 1.28 to 1.76, p<0.001) and RAW (HR=2.53, 95% CI 2.25 to 2.85, p<0.001) signalled a higher risk of SPMS. A higher proportion of early disease-modifying therapy exposure (per 10%) reduced the effect of early RAW (HR=0.94, 95% CI 0.89 to 1.00, p=0.041) but not PIRA (HR=0.97, 95% CI 0.91 to 1.05, p=0.49) on SPMS risk. No association between early PIRA/RAW and disability progression during SPMS was found. CONCLUSIONS Early disability increase during RRMS is associated with a greater risk of SPMS but not the rate of disability progression during SPMS. The deterioration associated with early relapses represents a potentially treatable risk factor of SPMS. TRIAL REGISTRATION NUMBER Australian New Zealand Clinical Trials Registry (ACTRN12605000455662).
Collapse
Affiliation(s)
- Winston Dzau
- Neuroimmunology Centre, Department of Neurology, The Royal Melbourne Hospital, Parkville, Victoria, Australia
- CORe, Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
| | - Sifat Sharmin
- CORe, Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
| | - Francesco Patti
- Neuroscience, University of Catania Department of Surgical and Medical Sciences and Advanced Technologies 'G.F. Ingrassia', Catania, Italy
- Multiple Sclerosis Center, University of Catania, Catania, Italy
| | - Guillermo Izquierdo
- Department of Neurology, Hospital Universitario Virgen Macarena, Sevilla, Andalucía, Spain
| | - Sara Eichau
- Department of Neurology, Hospital Universitario Virgen Macarena, Sevilla, Andalucía, Spain
| | - Alexandre Prat
- MS Center, CHUM, Montreal, Quebec, Canada
- Faculty of Medicine, Universite de Montreal, Montreal, Quebec, Canada
| | - Marc Girard
- MS Center, CHUM, Montreal, Quebec, Canada
- Faculty of Medicine, Universite de Montreal, Montreal, Quebec, Canada
| | - Pierre Duquette
- MS Center, CHUM, Montreal, Quebec, Canada
- Faculty of Medicine, Universite de Montreal, Montreal, Quebec, Canada
| | - Marco Onofrj
- Department of Neuroscience, Imaging, and Clinical Sciences, Gabriele d'Annunzio University of Chieti and Pescara Department of Sciences, Chieti, Italy
| | - Alessandra Lugaresi
- Dipartimento di Scienze Biomediche e Neuromotorie, Università di Bologna, Bologna, Italy
- UOSI Riabilitazione Sclerosi Multipla, IRCCS Istituto Delle Scienze Neurologiche di Bologna, Bologna, Italy
| | - Serkan Ozakbas
- Faculty of Medicine, Dokuz Eylul Universitesi, Izmir, Turkey
| | - Oliver Gerlach
- Department of Neurology, Zuyderland Medical Centre, Sittard-Geleen, The Netherlands
- School for Mental Health and Neuroscience, Universiteit Maastricht, Maastricht, The Netherlands
| | - Cavit Boz
- Medical Faculty, Karadeniz Technical University, Trabzon, Trabzon, Turkey
| | - Pierre Grammond
- Department of Neurology, CIUSSS du Centre-Ouest-de-l'Ile-de-Montreal, Montreal, Quebec, Canada
| | - Murat Terzi
- Medical Faculty, Ondokuz Mayis University, Samsun, Turkey
| | - Maria Pia Amato
- Department NEUROFARBA, University of Florence, Firenze, Italy
| | - Daniele La Spitaleri
- Department of Neurology, Azienda Ospedaliera di Rilievo Nazionale e di Alta Specialità San Giuseppe Moscati, Avellino, Italy
| | | | - Davide Maimone
- UO Neurologia, Azienda Ospedaliera di Rilievo Nazionale e di Alta Specializzazione Garibaldi, Catania, Sicilia, Italy
| | | | - Katherine Buzzard
- Neuroimmunology Centre, Department of Neurology, The Royal Melbourne Hospital, Parkville, Victoria, Australia
- Department of Neurology, Box Hill Hospital, Box Hill, Victoria, Australia
- Department of Medicine, Monash University, Clayton, Victoria, Australia
| | - Olga Skibina
- Department of Neurology, Box Hill Hospital, Box Hill, Victoria, Australia
- Department of Medicine, Monash University, Clayton, Victoria, Australia
- Department of Neurology, The Alfred, Melbourne, Victoria, Australia
| | - Anneke van der Walt
- Department of Neurology, The Alfred, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Clayton, Victoria, Australia
| | - Helmut Butzkueven
- Department of Neurology, The Alfred, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Clayton, Victoria, Australia
| | - Gerardo Iuliano
- Department of Neurology, Azienda Ospedaliera Universitaria 'San Giovanni di Dio e Ruggi d'Aragona' Plesso 'Ruggi', Salerno, Italy
| | - Aysun Soysal
- Department of Neurology, Bakirkoy Education and Research Hospital for Psychiatric and Neurological Diseases, Istanbul, Turkey
| | - Tomas Kalincik
- Neuroimmunology Centre, Department of Neurology, The Royal Melbourne Hospital, Parkville, Victoria, Australia
- CORe, Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
| |
Collapse
|
36
|
Sharmin S, Roos I, Simpson-Yap S, Malpas C, Sánchez MM, Ozakbas S, Horakova D, Havrdova EK, Patti F, Alroughani R, Izquierdo G, Eichau S, Boz C, Zakaria M, Onofrj M, Lugaresi A, Weinstock-Guttman B, Prat A, Girard M, Duquette P, Terzi M, Amato MP, Karabudak R, Grand’Maison F, Khoury SJ, Grammond P, Lechner-Scott J, Buzzard K, Skibina O, van der Walt A, Butzkueven H, Turkoglu R, Altintas A, Maimone D, Kermode A, Shalaby N, Pesch VV, Butler E, Sidhom Y, Gouider R, Mrabet S, Gerlach O, Soysal A, Barnett M, Kuhle J, Hughes S, Sa MJ, Hodgkinson S, Oreja-Guevara C, Ampapa R, Petersen T, Ramo-Tello C, Spitaleri D, McCombe P, Taylor B, Prevost J, Foschi M, Slee M, McGuigan C, Laureys G, Hijfte LV, de Gans K, Solaro C, Oh J, Macdonell R, Aguera-Morales E, Singhal B, Gray O, Garber J, Wijmeersch BV, Simu M, Castillo-Triviño T, Sanchez-Menoyo JL, Khurana D, Al-Asmi A, Al-Harbi T, Deri N, Fragoso Y, Lalive PH, Sinnige LGF, Shaw C, Shuey N, Csepany T, Sempere AP, Moore F, Decoo D, Willekens B, Gobbi C, Massey J, Hardy T, Parratt J, Kalincik T. The risk of secondary progressive multiple sclerosis is geographically determined but modifiable. Brain 2023; 146:4633-4644. [PMID: 37369086 PMCID: PMC10629760 DOI: 10.1093/brain/awad218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 05/16/2023] [Accepted: 05/21/2023] [Indexed: 06/29/2023] Open
Abstract
Geographical variations in the incidence and prevalence of multiple sclerosis have been reported globally. Latitude as a surrogate for exposure to ultraviolet radiation but also other lifestyle and environmental factors are regarded as drivers of this variation. No previous studies evaluated geographical variation in the risk of secondary progressive multiple sclerosis, an advanced form of multiple sclerosis that is characterized by steady accrual of irreversible disability. We evaluated differences in the risk of secondary progressive multiple sclerosis in relation to latitude and country of residence, modified by high-to-moderate efficacy immunotherapy in a geographically diverse cohort of patients with relapsing-remitting multiple sclerosis. The study included relapsing-remitting multiple sclerosis patients from the global MSBase registry with at least one recorded assessment of disability. Secondary progressive multiple sclerosis was identified as per clinician diagnosis. Sensitivity analyses used the operationalized definition of secondary progressive multiple sclerosis and the Swedish decision tree algorithm. A proportional hazards model was used to estimate the cumulative risk of secondary progressive multiple sclerosis by country of residence (latitude), adjusted for sex, age at disease onset, time from onset to relapsing-remitting phase, disability (Multiple Sclerosis Severity Score) and relapse activity at study inclusion, national multiple sclerosis prevalence, government health expenditure, and proportion of time treated with high-to-moderate efficacy disease-modifying therapy. Geographical variation in time from relapsing-remitting phase to secondary progressive phase of multiple sclerosis was modelled through a proportional hazards model with spatially correlated frailties. We included 51 126 patients (72% female) from 27 countries. The median survival time from relapsing-remitting phase to secondary progressive multiple sclerosis among all patients was 39 (95% confidence interval: 37 to 43) years. Higher latitude [median hazard ratio = 1.21, 95% credible interval (1.16, 1.26)], higher national multiple sclerosis prevalence [1.07 (1.03, 1.11)], male sex [1.30 (1.22, 1.39)], older age at onset [1.35 (1.30, 1.39)], higher disability [2.40 (2.34, 2.47)] and frequent relapses [1.18 (1.15, 1.21)] at inclusion were associated with increased hazard of secondary progressive multiple sclerosis. Higher proportion of time on high-to-moderate efficacy therapy substantially reduced the hazard of secondary progressive multiple sclerosis [0.76 (0.73, 0.79)] and reduced the effect of latitude [interaction: 0.95 (0.92, 0.99)]. At the country-level, patients in Oman, Tunisia, Iran and Canada had higher risks of secondary progressive multiple sclerosis relative to the other studied regions. Higher latitude of residence is associated with a higher probability of developing secondary progressive multiple sclerosis. High-to-moderate efficacy immunotherapy can mitigate some of this geographically co-determined risk.
Collapse
Affiliation(s)
- Sifat Sharmin
- CORe, Department of Medicine, University of Melbourne, Melbourne 3050, Australia
- Neuroimmunology Centre, Department of Neurology, Royal Melbourne Hospital, Melbourne 3050, Australia
| | - Izanne Roos
- CORe, Department of Medicine, University of Melbourne, Melbourne 3050, Australia
- Neuroimmunology Centre, Department of Neurology, Royal Melbourne Hospital, Melbourne 3050, Australia
| | - Steve Simpson-Yap
- CORe, Department of Medicine, University of Melbourne, Melbourne 3050, Australia
- Neuroepidemiology Unit, Melbourne School of Population and Global Health, University of Melbourne, Melbourne 3050, Australia
- Menzies Institute for Medical Research, University of Tasmania, Tasmania 7000, Australia
| | - Charles Malpas
- CORe, Department of Medicine, University of Melbourne, Melbourne 3050, Australia
- Neuroimmunology Centre, Department of Neurology, Royal Melbourne Hospital, Melbourne 3050, Australia
| | - Marina M Sánchez
- CORe, Department of Medicine, University of Melbourne, Melbourne 3050, Australia
- Neuroimmunology Centre, Department of Neurology, Royal Melbourne Hospital, Melbourne 3050, Australia
- Department of Neurology, Hospital Germans Trias i Pujol, Badalona 08916, Spain
| | - Serkan Ozakbas
- Faculty of Medicine, Dokuz Eylul University, Konak/Izmir 35220, Turkey
| | - Dana Horakova
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague 12808, Czech Republic
| | - Eva K Havrdova
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague 12808, Czech Republic
| | - Francesco Patti
- Department of Medical and Surgical Sciences and Advanced Technologies, GF Ingrassia, Catania 95123, Italy
| | - Raed Alroughani
- Division of Neurology, Department of Medicine, Amiri Hospital, Sharq 73767, Kuwait
| | - Guillermo Izquierdo
- Multiple Sclerosis Unit, Hospital Universitario Virgen Macarena, Sevilla 41009, Spain
| | - Sara Eichau
- Multiple Sclerosis Unit, Hospital Universitario Virgen Macarena, Sevilla 41009, Spain
| | - Cavit Boz
- Faculty of Medicine, Karadeniz Technical University, Karadeniz Technical University Farabi Hospital, Trabzon 61080, Turkey
| | - Magd Zakaria
- Faculty of Medicine, Ain Shams University, Cairo 11566, Egypt
| | - Marco Onofrj
- Department of Neuroscience, Imaging, and Clinical Sciences, University G. d’Annunzio, Chieti 66013, Italy
| | - Alessandra Lugaresi
- Dipartimento di Scienze Biomediche e Neuromotorie, Università di Bologna, Bologna 40139, Italy
| | - Bianca Weinstock-Guttman
- Department of Neurology, Jacobs Multiple Sclerosis Center for Treatment and Research, University at Buffalo, Buffalo 14202, USA
| | - Alexandre Prat
- CHUM MS Center, Faculty of Medicine, Universite de Montreal, Montreal H2L 4M1, Canada
| | - Marc Girard
- CHUM MS Center, Faculty of Medicine, Universite de Montreal, Montreal H2L 4M1, Canada
| | - Pierre Duquette
- CHUM MS Center, Faculty of Medicine, Universite de Montreal, Montreal H2L 4M1, Canada
| | - Murat Terzi
- Faculty of Medicine, 19 Mayis University, Samsun 55160, Turkey
| | - Maria Pia Amato
- Department NEUROFARBA, University of Florence, Florence 50134, Italy
| | - Rana Karabudak
- Department of Neurology, Hacettepe University, Ankara 6100, Turkey
| | | | - Samia J Khoury
- Nehme and Therese Tohme Multiple Sclerosis Center, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon
| | - Pierre Grammond
- Médecine spécialisée, CISSS Chaudière-Appalaches, Levis G6X 0A1, Canada
| | | | - Katherine Buzzard
- Department of Neurology, Box Hill Hospital, Melbourne 3128, Australia
| | - Olga Skibina
- Department of Neurology, Box Hill Hospital, Melbourne 3128, Australia
| | | | - Helmut Butzkueven
- Department of Neurology, The Alfred Hospital, Melbourne 3000, Australia
| | - Recai Turkoglu
- Department of Neurology, Haydarpasa Numune Training and Research Hospital, Istanbul 34668, Turkey
| | - Ayse Altintas
- Department of Neurology, School of Medicine, Koc University, Koc University Research Center for Translational Medicine (KUTTAM), Istanbul 34450, Turkey
| | - Davide Maimone
- Centro Sclerosi Multipla, UOC Neurologia, ARNAS Garibaldi, Catania 95124, Italy
| | - Allan Kermode
- Perron Institute, University of Western Australia, Nedlands 6009, Australia
| | - Nevin Shalaby
- Department of Neurology, Kasr Al Ainy MS Research Unit (KAMSU), Cairo 11562, Egypt
| | - Vincent V Pesch
- Service de Neurologie, Cliniques Universitaires Saint-Luc, Brussels 1200 BXL, Belgium
| | | | - Youssef Sidhom
- Department of Neurology, Razi Hospital, Manouba 2010, Tunisia
| | - Riadh Gouider
- Department of Neurology, Razi Hospital, Manouba 2010, Tunisia
- Clinical Investigation Center Neurosciences and Mental Health, Faculty of Medicine, University of Tunis El Manar, Tunis 1068, Tunisia
| | - Saloua Mrabet
- Department of Neurology, Razi Hospital, Manouba 2010, Tunisia
- Clinical Investigation Center Neurosciences and Mental Health, Faculty of Medicine, University of Tunis El Manar, Tunis 1068, Tunisia
| | - Oliver Gerlach
- Academic MS Center Zuyderland, Department of Neurology, Zuyderland Medical Center, Sittard-Geleen 5500, The Netherlands
- School for Mental Health and Neuroscience, Department of Neurology, Maastricht University Medical Center, Maastricht 6131 BK, The Netherlands
| | - Aysun Soysal
- Department of Neurology, Bakirkoy Education and Research Hospital for Psychiatric and Neurological Diseases, Istanbul 34147, Turkey
| | - Michael Barnett
- Multiple Sclerosis Clinic, Brain and Mind Centre, Sydney 2050, Australia
| | - Jens Kuhle
- Neurologic Clinic and Policlinic, Departments of Medicine and Clinical Research, University Hospital and University of Basel, Basel 4000, Switzerland
| | - Stella Hughes
- Department of Neurology, Royal Victoria Hospital, Belfast BT12 6BA, UK
| | - Maria J Sa
- Department of Neurology, Centro Hospitalar Universitario de Sao Joao, Porto 4200-319, Portugal
| | - Suzanne Hodgkinson
- Immune tolerance laboratory Ingham Institute and Department of Medicine, University of New South Wales, Sydney 2170, Australia
| | | | - Radek Ampapa
- MS centrum, Nemocnice Jihlava, Jihlava 58633, Czech Republic
| | - Thor Petersen
- Department of Neurology, Aarhus University Hospital, Arhus C 8000, Denmark
| | - Cristina Ramo-Tello
- Department of Neurology, Hospital Germans Trias i Pujol, Badalona 8916, Spain
| | - Daniele Spitaleri
- Centro Sclerosi Multipla, Azienda Ospedaliera di Rilievo Nazionale San Giuseppe Moscati Avellino, Avellino 83100, Italy
| | - Pamela McCombe
- Royal Brisbane and Women’s Hospital, University of Queensland, Brisbane 4000, Australia
| | - Bruce Taylor
- Department of Neurology, Royal Hobart Hospital, Hobart 7000, Australia
| | - Julie Prevost
- Département de neurologie, CSSS Saint-Jérôme, Saint-Jerome J7Z 5T3, Canada
| | - Matteo Foschi
- Department of Neuroscience, Neurology Unit, S. Maria delle Croci Hospital of Ravenna, Ravenna 48121, Italy
| | - Mark Slee
- College of Medicine and Public Health, Flinders University, Adelaide 5042, Australia
| | - Chris McGuigan
- Department of Neurology, St Vincent’s University Hospital, Dublin D04 T6F4, Ireland
| | - Guy Laureys
- Department of Neurology, Universitary Hospital Ghent, Ghent 9000, Belgium
| | - Liesbeth V Hijfte
- Department of Neurology, Universitary Hospital Ghent, Ghent 9000, Belgium
| | - Koen de Gans
- Department of Neurology, Groene Hart Hospital, Gouda 2800 BB, The Netherlands
| | - Claudio Solaro
- Department of Rehabilitation, CRRF ‘Mons. Luigi Novarese’, Moncrivello (VC) 16153, Italy
| | - Jiwon Oh
- Barlo Multiple Sclerosis Centre, St. Michael’s Hospital, Toronto M5B1W8, Canada
| | | | | | - Bhim Singhal
- Department of Neurology, Bombay Hospital Institute of Medical Sciences, Mumbai 400020, India
| | - Orla Gray
- Department of Neurology, South Eastern HSC Trust, Belfast BT16, UK
| | - Justin Garber
- Department of Neurology, Westmead Hospital, Sydney 2145, Australia
| | - Bart V Wijmeersch
- Rehabilitation and MS-Centre Overpelt, Hasselt University, Hasselt 3900, Belgium
| | - Mihaela Simu
- Clinic of Neurology II, Emergency Clinical County Hospital ‘Pius Brinzeu’, Timisoara 300723, Romania
- Department of Neurology, Victor Babes University of Medicine and Pharmacy Timisoara, Timisoara 300041, Romania
| | | | | | - Dheeraj Khurana
- Department of Neurology, Postgraduate Institute of Medical Education and Research, Chandigarh 160012, India
| | - Abdullah Al-Asmi
- Department of Medicine, Sultan Qaboos University Hospital, Al-Khodh 123, Oman
| | - Talal Al-Harbi
- Neurology Department, King Fahad Specialist Hospital-Dammam, Khobar 31952, Saudi Arabia
| | - Norma Deri
- Hospital Fernandez, Buenos Aires 1425, Argentina
| | - Yara Fragoso
- Department of Neurology, Universidade Metropolitana de Santos, Santos 11045-002, Brazil
| | - Patrice H Lalive
- Department of Clinical Neurosciences, Division of Neurology, Faculty of Medicine, Geneva University Hospital, Geneva 1211, Switzerland
| | - L G F Sinnige
- Department of Neurology, Medical Center Leeuwarden, Leeuwarden 8934 AD, The Netherlands
| | - Cameron Shaw
- Neuroscience Department, Barwon Health, University Hospital Geelong, Geelong 3220, Australia
| | - Neil Shuey
- Department of Neurology, St Vincents Hospital, Fitzroy, Melbourne 3065, Australia
| | - Tunde Csepany
- Department of Neurology, Faculty of Medicine, University of Debrecen, Debrecen 4032, Hungary
| | - Angel P Sempere
- Department of Neurology, Hospital General Universitario de Alicante, Alicante 3010, Spain
| | - Fraser Moore
- Department of Neurology, McGill University, Montreal H3T 1E2, Canada
| | - Danny Decoo
- Department of Neurology & Neuro-Rehabilitation, AZ Alma Ziekenhuis, Sijsele-Damme 8340, Belgium
| | - Barbara Willekens
- Department of Neurology, Antwerp University Hospital, Edegem 2650, Belgium
- Translational Neurosciences Research Group, Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk 2650, Belgium
| | | | | | - Todd Hardy
- Concord Repatriation General Hospital, Sydney 2139, Australia
| | - John Parratt
- Royal North Shore Hospital, Sydney 2065, Australia
| | - Tomas Kalincik
- CORe, Department of Medicine, University of Melbourne, Melbourne 3050, Australia
- Neuroimmunology Centre, Department of Neurology, Royal Melbourne Hospital, Melbourne 3050, Australia
| |
Collapse
|
37
|
Müller J, Cagol A, Lorscheider J, Tsagkas C, Benkert P, Yaldizli Ö, Kuhle J, Derfuss T, Sormani MP, Thompson A, Granziera C, Kappos L. Harmonizing Definitions for Progression Independent of Relapse Activity in Multiple Sclerosis: A Systematic Review. JAMA Neurol 2023; 80:1232-1245. [PMID: 37782515 DOI: 10.1001/jamaneurol.2023.3331] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/03/2023]
Abstract
Importance Emerging evidence suggests that progression independent of relapse activity (PIRA) is a substantial contributor to long-term disability accumulation in relapsing-remitting multiple sclerosis (RRMS). To date, there is no uniform agreed-upon definition of PIRA, limiting the comparability of published studies. Objective To summarize the current evidence about PIRA based on a systematic review, to discuss the various terminologies used in the context of PIRA, and to propose a harmonized definition for PIRA for use in clinical practice and future trials. Evidence Review A literature search was conducted using the search terms multiple sclerosis, PIRA, progression independent of relapse activity, silent progression, and progression unrelated to relapses in PubMed, Embase, Cochrane, and Web of Science, published between January 1990 and December 2022. Findings Of 119 identified single records, 48 eligible studies were analyzed. PIRA was reported to occur in roughly 5% of all patients with RRMS per annum, causing at least 50% of all disability accrual events in typical RRMS. The proportion of PIRA vs relapse-associated worsening increased with age, longer disease duration, and, despite lower absolute event numbers, potent suppression of relapses by highly effective disease-modifying therapy. However, different studies used various definitions of PIRA, rendering the comparability of studies difficult. Conclusion and Relevance PIRA is the most frequent manifestation of disability accumulation across the full spectrum of traditional MS phenotypes, including clinically isolated syndrome and early RRMS. The harmonized definition suggested here may improve the comparability of results in current and future cohorts and data sets.
Collapse
Affiliation(s)
- Jannis Müller
- Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel, Basel, Switzerland
- Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel, Basel, Switzerland
- Neurologic Clinic and Policlinic, Department of Neurology, University Hospital Basel, Basel, Switzerland
| | - Alessandro Cagol
- Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel, Basel, Switzerland
- Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Johannes Lorscheider
- Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel, Basel, Switzerland
- Neurologic Clinic and Policlinic, Department of Neurology, University Hospital Basel, Basel, Switzerland
| | - Charidimos Tsagkas
- Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel, Basel, Switzerland
- Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel, Basel, Switzerland
- Neurologic Clinic and Policlinic, Department of Neurology, University Hospital Basel, Basel, Switzerland
| | - Pascal Benkert
- Department of Clinical Research, Clinical Trial Unit, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Özgür Yaldizli
- Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel, Basel, Switzerland
- Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel, Basel, Switzerland
- Neurologic Clinic and Policlinic, Department of Neurology, University Hospital Basel, Basel, Switzerland
| | - Jens Kuhle
- Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel, Basel, Switzerland
- Neurologic Clinic and Policlinic, Department of Neurology, University Hospital Basel, Basel, Switzerland
| | - Tobias Derfuss
- Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel, Basel, Switzerland
- Neurologic Clinic and Policlinic, Department of Neurology, University Hospital Basel, Basel, Switzerland
| | - Maria Pia Sormani
- Department of Health Sciences, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Alan Thompson
- Queen Square MS Centre, UCL Institute of Neurology, London, United Kingdom
- NIHR University College London Hospitals Biomedical Research Centre, London, United Kingdom
| | - Cristina Granziera
- Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel, Basel, Switzerland
- Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel, Basel, Switzerland
- Neurologic Clinic and Policlinic, Department of Neurology, University Hospital Basel, Basel, Switzerland
| | - Ludwig Kappos
- Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel, Basel, Switzerland
- Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel, Basel, Switzerland
| |
Collapse
|
38
|
Arroyo-Pereiro P, García-Serrano L, Morandeira F, Urban B, Mas V, Framil M, León I, Muñoz-Vendrell A, Matas E, Romero-Pinel L, Martínez-Yélamos A, Martínez-Yélamos S, Bau L. Kappa free light chains index in multiple sclerosis very long-term prognosis. Front Immunol 2023; 14:1223514. [PMID: 37885887 PMCID: PMC10598843 DOI: 10.3389/fimmu.2023.1223514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 09/11/2023] [Indexed: 10/28/2023] Open
Abstract
Introduction The role of the kappa-free light chain (kFLC) in the diagnosis of multiple sclerosis (MS) and, to a lesser extent, its role as a medium-term prognostic marker have been extensively studied. This study aimed to explore its potential as a long-term prognostic marker for MS. Methods We performed an exploratory retrospective observational study by selecting patients systemically followed up in our MS unit with available cerebrospinal fluid and serum samples at the time of initial evaluation. Two groups were defined: benign MS (bMS), defined as patients with Expanded Disability Status Scale (EDSS) ≤ 3 at 10 years of follow-up, and aggressive MS (aMS), defined as patients with EDSS ≥ 6 at 15 years of follow-up. Clinical variables were collected, and the immunoglobulin G (IgG) index, kFLC index, and oligoclonal bands (OCB) were determined for all patients and compared between the groups. Results Twenty bMS and 15 aMS patients were included in this study. Sixty percent (21/35) were female, and the mean age at the time of the first symptom was 31.5 ± 9.45 years, with no statistical differences between groups. Median follow-up time was 19.8 years (Interquartile range, IQR 15.9-24.6). The median EDSS scores at the last follow-up were 1.5 and 7.5 in the bMS and the aMS group, respectively. No statistically significant differences were found in the kFLC index between the two groups (136.6 vs. 140.27, p=0.59). The IgG index was positive in 62.9% of patients (55% bMS vs. 73.3% aMS, p>0.05), and OCB was positive in 88.6% (90% bMS vs. 86.7% aMS, p>0.05). A significant positive correlation was found between IgG and kFLC indices (rs = 0.85, p<0.001). Conclusion Given the absence of differences between the two groups with opposite disease courses, it is unlikely that the kFLC index is a reliable and powerful marker of long-term prognosis in MS.
Collapse
Affiliation(s)
- Pablo Arroyo-Pereiro
- Multiple Sclerosis Unit, Department of Neurology, Hospital Universitari de Bellvitge- Institut d’Investigació Biomèdica de Bellvitge (IDIBELL), L’Hospitalet de Llobregat, Spain
| | - Lydia García-Serrano
- Department of Immunology, Hospital Universitari de Bellvitge – Institut d’Investigació Biomédica de Bellvitge (IDIBELL), L’Hospitalet de Llobregat, Spain
| | - Francisco Morandeira
- Department of Immunology, Hospital Universitari de Bellvitge – Institut d’Investigació Biomédica de Bellvitge (IDIBELL), L’Hospitalet de Llobregat, Spain
| | - Blanca Urban
- Department of Immunology, Hospital Universitari de Bellvitge – Institut d’Investigació Biomédica de Bellvitge (IDIBELL), L’Hospitalet de Llobregat, Spain
| | - Virginia Mas
- Department of Immunology, Hospital Universitari de Bellvitge – Institut d’Investigació Biomédica de Bellvitge (IDIBELL), L’Hospitalet de Llobregat, Spain
| | - Mario Framil
- Department of Immunology, Hospital Universitari de Bellvitge – Institut d’Investigació Biomédica de Bellvitge (IDIBELL), L’Hospitalet de Llobregat, Spain
| | - Isabel León
- Multiple Sclerosis Unit, Department of Neurology, Hospital Universitari de Bellvitge- Institut d’Investigació Biomèdica de Bellvitge (IDIBELL), L’Hospitalet de Llobregat, Spain
| | - Albert Muñoz-Vendrell
- Multiple Sclerosis Unit, Department of Neurology, Hospital Universitari de Bellvitge- Institut d’Investigació Biomèdica de Bellvitge (IDIBELL), L’Hospitalet de Llobregat, Spain
| | - Elisabet Matas
- Multiple Sclerosis Unit, Department of Neurology, Hospital Universitari de Bellvitge- Institut d’Investigació Biomèdica de Bellvitge (IDIBELL), L’Hospitalet de Llobregat, Spain
| | - Lucía Romero-Pinel
- Multiple Sclerosis Unit, Department of Neurology, Hospital Universitari de Bellvitge- Institut d’Investigació Biomèdica de Bellvitge (IDIBELL), L’Hospitalet de Llobregat, Spain
| | - Antonio Martínez-Yélamos
- Multiple Sclerosis Unit, Department of Neurology, Hospital Universitari de Bellvitge- Institut d’Investigació Biomèdica de Bellvitge (IDIBELL), L’Hospitalet de Llobregat, Spain
- Departament of Clinical Sciences, Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), Barcelona, Spain
| | - Sergio Martínez-Yélamos
- Multiple Sclerosis Unit, Department of Neurology, Hospital Universitari de Bellvitge- Institut d’Investigació Biomèdica de Bellvitge (IDIBELL), L’Hospitalet de Llobregat, Spain
- Departament of Clinical Sciences, Facultat de Medicina i Ciències de la Salut, Universitat de Barcelona (UB), Barcelona, Spain
| | - Laura Bau
- Multiple Sclerosis Unit, Department of Neurology, Hospital Universitari de Bellvitge- Institut d’Investigació Biomèdica de Bellvitge (IDIBELL), L’Hospitalet de Llobregat, Spain
| |
Collapse
|
39
|
Yavas I, Kahraman T, Sagici O, Ozdogar AT, Yigit P, Baba C, Ozakbas S. Feasibility of Telerehabilitation-Based Pelvic Floor Muscle Training for Urinary Incontinence in People With Multiple Sclerosis: A Randomized, Controlled, Assessor-Blinded Study. J Neurol Phys Ther 2023; 47:217-226. [PMID: 37306430 DOI: 10.1097/npt.0000000000000448] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
BACKGROUND AND PURPOSE Urinary incontinence is a common symptom in people with multiple sclerosis. The primary aim was to investigate feasibility of telerehabilitation-based pelvic floor muscle training (Tele-PFMT) and compare its effects on leakage episodes and pad usage with home exercise-based pelvic floor muscle training (Home-PFMT) and control groups. METHODS Forty-five people with multiple sclerosis with urinary incontinence were randomized into 3 groups. Tele-PFMT and Home-PFMT groups followed the same protocol for 8 weeks, but Tele-PFMT performed exercises 2 sessions/week under a physiotherapist's supervision. The control group did not receive any specific treatment. Assessments were made at baseline, weeks 4, 8, and 12. Primary outcome measures were feasibility (compliance to exercise, patient satisfaction, and number of participants included in the study), number of leakage episodes, and pad usage. Secondary outcomes included severity of urinary incontinence and overactive bladder symptoms, sexual function, quality of life, anxiety, and depression. RESULTS Participant eligibility rate was 19%. Patient satisfaction and compliance to exercise were significantly higher in Tele-PFMT than in Home-PFMT ( P < 0.05). No significant differences in the change of leakage episodes and pad usage were found between Tele-PFMT and Home-PFMT. No significant differences in secondary outcomes were found between PFMT groups. Participants in both the Tele-PFMT and Home-PFMT groups had significantly better scores for some measures of urinary incontinence, and overactive bladder and quality of life in compared with the control group. DISCUSSION AND CONCLUSIONS Tele-PFMT was feasible and acceptable in people with multiple sclerosis, and this mode of delivery was associated with greater exercise compliance and satisfaction compared with Home-PFMT. However, Tele-PFMT did not exhibit superiority in terms of leakage episodes and pad usage compared with Home-PFMT. A large trial comparing Home-PFMT and Tele-PFMT is warranted.Video Abstract available for more insights from the authors (see the Video, Supplemental Digital Content, available at: http://links.lww.com/JNPT/A440 ).
Collapse
Affiliation(s)
- Ipek Yavas
- Department of Physiotherapy and Rehabilitation, Graduate School of Health Sciences, Izmir Katip Celebi University, Izmir, Turkey, and Department of Physiotherapy and Rehabilitation, Graduate School of Health Sciences, Dokuz Eylül University, Izmir, Turkey (I.Y.); Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, Izmir Katip Celebi University, Izmir, Turkey (T.K.); Department of Neurosciences, Graduate School of Health Sciences, Dokuz Eylül University, Izmir, Turkey (O.S., P.Y., C.B.); Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, Van Yüzüncü Yil University, Van, Turkey (A.T.O.); and Department of Neurology, Faculty of Medicine, Dokuz Eylül University, Izmir, Turkey (S.O.)
| | | | | | | | | | | | | |
Collapse
|
40
|
de Deus Vieira G, de Sá MMS, de Andrade ACA, Stella CRAV, Damasceno A. Pediatric onset primary progressive multiple sclerosis with predominant cognitive presentation: a longitudinal MRI and cognitive follow-up. Neurol Sci 2023; 44:3731-3734. [PMID: 37209286 DOI: 10.1007/s10072-023-06868-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 05/17/2023] [Indexed: 05/22/2023]
Affiliation(s)
- Gabriel de Deus Vieira
- Division of Neuroimmunology, Department of Neurology, University of Campinas, Campinas, Brazil.
| | | | | | | | - Alfredo Damasceno
- Division of Neuroimmunology, Department of Neurology, University of Campinas, Campinas, Brazil
| |
Collapse
|
41
|
Sharrad D, Chugh P, Slee M, Bacchi S. Defining progression independent of relapse activity (PIRA) in adult patients with relapsing multiple sclerosis: A systematic review ✰. Mult Scler Relat Disord 2023; 78:104899. [PMID: 37499338 DOI: 10.1016/j.msard.2023.104899] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 05/26/2023] [Accepted: 07/16/2023] [Indexed: 07/29/2023]
Abstract
BACKGROUND Progression Independent of Relapse Activity (PIRA) is heterogeneously described in patients with multiple sclerosis (MS) regarding the frequency and nature of PIRA. This systematic review was conducted to characterise and define the elements of PIRA. METHOD This systematic review was conducted and reported in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. A systematic search was conducted of the databases Embase, Medline, Cochrane Central Register of Controlled Trials, Scopus, Web of Science, ClinicalTrials.gov and Google Scholar. RESULTS 5,812 studies were identified by the initial search. 13 studies satisfied the inclusion criteria and were included in the systematic review. PIRA definitions varied considerably between studies. In the context of these variable definitions, along with other methodological differences relating to disease modifying therapy (DMT) use and follow-up duration, the reported proportion of patients experiencing PIRA varied from 4% to 24%. CONCLUSIONS The currently available research supports the presence of PIRA in relapsing MS. Based on review of the existing literature, we propose a definition of PIRA that is clinically relevant and minimises confounding from inclusion of patients who have reached the secondary progressive phase of the disease.
Collapse
Affiliation(s)
- Dale Sharrad
- SA Health, Department of Neurology, Flinders Medical Centre, Bedford Park SA 5042, Australia; College of Medicine and Public Health, Flinders University of South Australia, Bedford Park SA 5042, Australia
| | - Pooja Chugh
- SA Health, Department of Neurology, Flinders Medical Centre, Bedford Park SA 5042, Australia; College of Medicine and Public Health, Flinders University of South Australia, Bedford Park SA 5042, Australia.
| | - Mark Slee
- SA Health, Department of Neurology, Flinders Medical Centre, Bedford Park SA 5042, Australia; College of Medicine and Public Health, Flinders University of South Australia, Bedford Park SA 5042, Australia
| | - Stephen Bacchi
- SA Health, Department of Neurology, Flinders Medical Centre, Bedford Park SA 5042, Australia; College of Medicine and Public Health, Flinders University of South Australia, Bedford Park SA 5042, Australia
| |
Collapse
|
42
|
Nicholas R, Rodgers J, Witts J, Lerede A, Friede T, Hillert J, Forsberg L, Glaser A, Manouchehrinia A, Ramanujam R, Spelman T, Klyve P, Drahota J, Horakova D, Joensen H, Pontieri L, Magyari M, Ellenberger D, Stahmann A, Butzkueven H, Van Der Walt A, Bezlyak V, Lines C, Middleton R. The impact of healthcare systems on the clinical diagnosis and disease-modifying treatment usage in relapse-onset multiple sclerosis: a real-world perspective in five registries across Europe. Ther Adv Neurol Disord 2023; 16:17562864231198963. [PMID: 37771841 PMCID: PMC10524069 DOI: 10.1177/17562864231198963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 08/16/2023] [Indexed: 09/30/2023] Open
Abstract
Introduction Prescribing guidance for disease-modifying treatment (DMT) in multiple sclerosis (MS) is centred on a clinical diagnosis of relapsing-remitting MS (RRMS). DMT prescription guidelines and monitoring vary across countries. Standardising the approach to diagnosis of disease course, for example, assigning RRMS or secondary progressive MS (SPMS) diagnoses, allows examination of the impact of health system characteristics on the stated clinical diagnosis and treatment access. Methods We analysed registry data from six cohorts in five countries (Czech Republic, Denmark, Germany, Sweden and United Kingdom) on patients with an initial diagnosis of RRMS. We standardised our approach utilising a pre-existing algorithm (DecisionTree, DT) to determine patient diagnoses of RRMS or secondary progressive MS (SPMS). We identified five global drivers of DMT prescribing: Provision, Availability, Funding, Monitoring and Audit, data were analysed against these concepts using meta-analysis and univariate meta-regression. Results In 64,235 patients, we found variations in DMT use between countries, with higher usage in RRMS and lower usage in SPMS, with correspondingly lower usage in the UK compared to other registers. Factors such as female gender (p = 0.041), increasing disability via Expanded Disability Status Scale (EDSS) score (p = 0.004), and the presence of monitoring (p = 0.029) in SPMS influenced the likelihood of receiving DMTs. Standardising the diagnosis revealed differences in reclassification rates from clinical RRMS to DT-SPMS, with Sweden having the lowest rate Sweden (Sweden 0.009, range: Denmark 0.103 - UK portal 0.311). Those with higher EDSS at index (p < 0.03) and female gender (p < 0.049) were more likely to be reclassified from RRMS to DT-SPMS. The study also explored the impact of diagnosis on DMT usage in clinical SPMS, finding that the prescribing environment and auditing practices affected access to treatment. Discussion This highlights the importance of a healthcare system's approach to verifying the clinical label of MS course in facilitating appropriate prescribing, with some flexibility allowed in uncertain cases to ensure continued access to treatment.
Collapse
Affiliation(s)
- Richard Nicholas
- Swansea University Medical School, Swansea, UK
- Department of Cellular and Molecular Neuroscience, Imperial College London, London, UK
- Department of Visual Neuroscience, UCL Institute of Ophthalmology, London, UK
| | - Jeff Rodgers
- Faculty of Medicine Health and Life Science, Swansea University Medical School, Swansea, UK
| | - James Witts
- Faculty of Medicine Health and Life Science, Swansea University Medical School, Swansea, UK
| | - Annalaura Lerede
- Department of Cellular and Molecular Neuroscience, Imperial College London, London, UK
| | - Tim Friede
- Department of Medical Statistics, University Medical Center Göttingen, Göttingen, Germany
| | - Jan Hillert
- Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
| | - Lars Forsberg
- Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
| | - Anna Glaser
- Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
| | - Ali Manouchehrinia
- Department of Clinical Neurosciences, Centre for Molecular Medicine (CMM), Karolinska Institute, Stockholm, Sweden
| | - Ryan Ramanujam
- Department of Clinical Neurosciences, Centre for Molecular Medicine (CMM), Karolinska Institute, Stockholm, Sweden
- Department of Mathematics, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Tim Spelman
- Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden, MS-Register
| | - Pernilla Klyve
- Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
| | - Jiri Drahota
- Czech National Multiple Sclerosis Patient Registry ReMuS, IMPULS Endowment Fund, Kateřinská, CZ, Prague
- Department of Neurology and Center of Clinical Neuroscience, Charles University in Prague, First Faculty of Medicine and General University Hospital, Prague, Czech Republic
| | - Dana Horakova
- Department of Neurology and Center of Clinical Neuroscience, Charles University in Prague, First Faculty of Medicine and General University Hospital, Prague, Czech Republic
| | - Hanna Joensen
- Danish Multiple Sclerosis Registry, Department of Neurology, University Hospital Copenhagen, Rigshospitalet, Denmark
| | - Luigi Pontieri
- Danish Multiple Sclerosis Registry, Department of Neurology, University Hospital Copenhagen, Rigshospitalet, Denmark
| | - Melinda Magyari
- Danish Multiple Sclerosis Registry, Department of Neurology, University Hospital Copenhagen, Rigshospitalet, Denmark
- Department of Neurology, Danish Multiple Sclerosis Center, University Hospital Copenhagen, Rigshospitalet, Denmark
| | - David Ellenberger
- German MS Registry, MS Forschungs- und Projektentwicklungs-gGmbH, Hannover, Germany
| | - Alexander Stahmann
- German MS Registry, MS Forschungs- und Projektentwicklungs-gGmbH, Hannover, Germany
| | - Helmut Butzkueven
- Department of Neuroscience, Central Clinical School, Monash University, Australia
| | - Anneke Van Der Walt
- Department of Neuroscience, Central Clinical School, Monash University, Australia
| | | | | | - Rod Middleton
- Faculty of Medicine Health and Life Science, Swansea University Medical School, Singleton Campus, Swansea SA2 8PP, UK
| |
Collapse
|
43
|
Pogoda-Wesołowska A, Dziedzic A, Maciak K, Stȩpień A, Dziaduch M, Saluk J. Neurodegeneration and its potential markers in the diagnosing of secondary progressive multiple sclerosis. A review. Front Mol Neurosci 2023; 16:1210091. [PMID: 37781097 PMCID: PMC10535108 DOI: 10.3389/fnmol.2023.1210091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 08/25/2023] [Indexed: 10/03/2023] Open
Abstract
Approximately 70% of relapsing-remitting multiple sclerosis (RRMS) patients will develop secondary progressive multiple sclerosis (SPMS) within 10-15 years. This progression is characterized by a gradual decline in neurological functionality and increasing limitations of daily activities. Growing evidence suggests that both inflammation and neurodegeneration are associated with various pathological processes throughout the development of MS; therefore, to delay disease progression, it is critical to initiate disease-modifying therapy as soon as it is diagnosed. Currently, a diagnosis of SPMS requires a retrospective assessment of physical disability exacerbation, usually over the previous 6-12 months, which results in a delay of up to 3 years. Hence, there is a need to identify reliable and objective biomarkers for predicting and defining SPMS conversion. This review presents current knowledge of such biomarkers in the context of neurodegeneration associated with MS, and SPMS conversion.
Collapse
Affiliation(s)
| | - Angela Dziedzic
- Department of General Biochemistry, Faculty of Biology and Environmental Protection, University of Lodz, Lodz, Poland
| | - Karina Maciak
- Department of General Biochemistry, Faculty of Biology and Environmental Protection, University of Lodz, Lodz, Poland
| | - Adam Stȩpień
- Clinic of Neurology, Military Institute of Medicine–National Research Institute, Warsaw, Poland
| | - Marta Dziaduch
- Medical Radiology Department of Military Institute of Medicine – National Research Institute, Warsaw, Poland
| | - Joanna Saluk
- Department of General Biochemistry, Faculty of Biology and Environmental Protection, University of Lodz, Lodz, Poland
| |
Collapse
|
44
|
Reeve K, On BI, Havla J, Burns J, Gosteli-Peter MA, Alabsawi A, Alayash Z, Götschi A, Seibold H, Mansmann U, Held U. Prognostic models for predicting clinical disease progression, worsening and activity in people with multiple sclerosis. Cochrane Database Syst Rev 2023; 9:CD013606. [PMID: 37681561 PMCID: PMC10486189 DOI: 10.1002/14651858.cd013606.pub2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/09/2023]
Abstract
BACKGROUND Multiple sclerosis (MS) is a chronic inflammatory disease of the central nervous system that affects millions of people worldwide. The disease course varies greatly across individuals and many disease-modifying treatments with different safety and efficacy profiles have been developed recently. Prognostic models evaluated and shown to be valid in different settings have the potential to support people with MS and their physicians during the decision-making process for treatment or disease/life management, allow stratified and more precise interpretation of interventional trials, and provide insights into disease mechanisms. Many researchers have turned to prognostic models to help predict clinical outcomes in people with MS; however, to our knowledge, no widely accepted prognostic model for MS is being used in clinical practice yet. OBJECTIVES To identify and summarise multivariable prognostic models, and their validation studies for quantifying the risk of clinical disease progression, worsening, and activity in adults with MS. SEARCH METHODS We searched MEDLINE, Embase, and the Cochrane Database of Systematic Reviews from January 1996 until July 2021. We also screened the reference lists of included studies and relevant reviews, and references citing the included studies. SELECTION CRITERIA We included all statistically developed multivariable prognostic models aiming to predict clinical disease progression, worsening, and activity, as measured by disability, relapse, conversion to definite MS, conversion to progressive MS, or a composite of these in adult individuals with MS. We also included any studies evaluating the performance of (i.e. validating) these models. There were no restrictions based on language, data source, timing of prognostication, or timing of outcome. DATA COLLECTION AND ANALYSIS Pairs of review authors independently screened titles/abstracts and full texts, extracted data using a piloted form based on the Checklist for Critical Appraisal and Data Extraction for Systematic Reviews of Prediction Modelling Studies (CHARMS), assessed risk of bias using the Prediction Model Risk Of Bias Assessment Tool (PROBAST), and assessed reporting deficiencies based on the checklist items in Transparent Reporting of a Multivariable Prediction Model for Individual Prognosis or Diagnosis (TRIPOD). The characteristics of the included models and their validations are described narratively. We planned to meta-analyse the discrimination and calibration of models with at least three external validations outside the model development study but no model met this criterion. We summarised between-study heterogeneity narratively but again could not perform the planned meta-regression. MAIN RESULTS We included 57 studies, from which we identified 75 model developments, 15 external validations corresponding to only 12 (16%) of the models, and six author-reported validations. Only two models were externally validated multiple times. None of the identified external validations were performed by researchers independent of those that developed the model. The outcome was related to disease progression in 39 (41%), relapses in 8 (8%), conversion to definite MS in 17 (18%), and conversion to progressive MS in 27 (28%) of the 96 models or validations. The disease and treatment-related characteristics of included participants, and definitions of considered predictors and outcome, were highly heterogeneous amongst the studies. Based on the publication year, we observed an increase in the percent of participants on treatment, diversification of the diagnostic criteria used, an increase in consideration of biomarkers or treatment as predictors, and increased use of machine learning methods over time. Usability and reproducibility All identified models contained at least one predictor requiring the skills of a medical specialist for measurement or assessment. Most of the models (44; 59%) contained predictors that require specialist equipment likely to be absent from primary care or standard hospital settings. Over half (52%) of the developed models were not accompanied by model coefficients, tools, or instructions, which hinders their application, independent validation or reproduction. The data used in model developments were made publicly available or reported to be available on request only in a few studies (two and six, respectively). Risk of bias We rated all but one of the model developments or validations as having high overall risk of bias. The main reason for this was the statistical methods used for the development or evaluation of prognostic models; we rated all but two of the included model developments or validations as having high risk of bias in the analysis domain. None of the model developments that were externally validated or these models' external validations had low risk of bias. There were concerns related to applicability of the models to our research question in over one-third (38%) of the models or their validations. Reporting deficiencies Reporting was poor overall and there was no observable increase in the quality of reporting over time. The items that were unclearly reported or not reported at all for most of the included models or validations were related to sample size justification, blinding of outcome assessors, details of the full model or how to obtain predictions from it, amount of missing data, and treatments received by the participants. Reporting of preferred model performance measures of discrimination and calibration was suboptimal. AUTHORS' CONCLUSIONS The current evidence is not sufficient for recommending the use of any of the published prognostic prediction models for people with MS in clinical routine today due to lack of independent external validations. The MS prognostic research community should adhere to the current reporting and methodological guidelines and conduct many more state-of-the-art external validation studies for the existing or newly developed models.
Collapse
Affiliation(s)
- Kelly Reeve
- Epidemiology, Biostatistics and Prevention Institute, University of Zürich, Zurich, Switzerland
| | - Begum Irmak On
- Institute for Medical Information Processing, Biometry and Epidemiology, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Joachim Havla
- lnstitute of Clinical Neuroimmunology, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Jacob Burns
- Institute for Medical Information Processing, Biometry and Epidemiology, Ludwig-Maximilians-Universität München, Munich, Germany
- Pettenkofer School of Public Health, Munich, Germany
| | | | - Albraa Alabsawi
- Institute for Medical Information Processing, Biometry and Epidemiology, Ludwig-Maximilians-Universität München, Munich, Germany
| | - Zoheir Alayash
- Institute for Medical Information Processing, Biometry and Epidemiology, Ludwig-Maximilians-Universität München, Munich, Germany
- Institute of Health Services Research in Dentistry, University of Münster, Muenster, Germany
| | - Andrea Götschi
- Epidemiology, Biostatistics and Prevention Institute, University of Zürich, Zurich, Switzerland
| | | | - Ulrich Mansmann
- Institute for Medical Information Processing, Biometry and Epidemiology, Ludwig-Maximilians-Universität München, Munich, Germany
- Pettenkofer School of Public Health, Munich, Germany
| | - Ulrike Held
- Epidemiology, Biostatistics and Prevention Institute, University of Zürich, Zurich, Switzerland
| |
Collapse
|
45
|
Harding-Forrester S, Roos I, Nguyen AL, Malpas CB, Diouf I, Moradi N, Sharmin S, Izquierdo G, Eichau S, Patti F, Horakova D, Kubala Havrdova E, Prat A, Girard M, Duquette P, Grand'Maison F, Onofrj M, Lugaresi A, Grammond P, Ozakbas S, Amato MP, Gerlach O, Sola P, Ferraro D, Buzzard K, Skibina O, Lechner-Scott J, Alroughani R, Boz C, Van Pesch V, Cartechini E, Terzi M, Maimone D, Ramo-Tello C, Yamout B, Khoury SJ, La Spitaleri D, Sa MJ, Blanco Y, Granella F, Slee M, Butler E, Sidhom Y, Gouider R, Bergamaschi R, Karabudak R, Ampapa R, Sánchez-Menoyo JL, Prevost J, Castillo-Trivino T, McCombe PA, Macdonell R, Laureys G, Van Hijfte L, Oh J, Altintas A, de Gans K, Turkoglu R, van der Walt A, Butzkueven H, Vucic S, Barnett M, Cristiano E, Hodgkinson S, Iuliano G, Kappos L, Kuhle J, Shaygannejad V, Soysal A, Weinstock-Guttman B, Van Wijmeersch B, Kalincik T. Disability accrual in primary and secondary progressive multiple sclerosis. J Neurol Neurosurg Psychiatry 2023; 94:707-717. [PMID: 37068931 DOI: 10.1136/jnnp-2022-330726] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Accepted: 03/29/2023] [Indexed: 04/19/2023]
Abstract
BACKGROUND Some studies comparing primary and secondary progressive multiple sclerosis (PPMS, SPMS) report similar ages at onset of the progressive phase and similar rates of subsequent disability accrual. Others report later onset and/or faster accrual in SPMS. Comparisons have been complicated by regional cohort effects, phenotypic differences in sex ratio and management and variable diagnostic criteria for SPMS. METHODS We compared disability accrual in PPMS and operationally diagnosed SPMS in the international, clinic-based MSBase cohort. Inclusion required PPMS or SPMS with onset at age ≥18 years since 1995. We estimated Andersen-Gill hazard ratios for disability accrual on the Expanded Disability Status Scale (EDSS), adjusted for sex, age, baseline disability, EDSS score frequency and drug therapies, with centre and patient as random effects. We also estimated ages at onset of the progressive phase (Kaplan-Meier) and at EDSS milestones (Turnbull). Analyses were replicated with physician-diagnosed SPMS. RESULTS Included patients comprised 1872 with PPMS (47% men; 50% with activity) and 2575 with SPMS (32% men; 40% with activity). Relative to PPMS, SPMS had older age at onset of the progressive phase (median 46.7 years (95% CI 46.2-47.3) vs 43.9 (43.3-44.4); p<0.001), greater baseline disability, slower disability accrual (HR 0.86 (0.78-0.94); p<0.001) and similar age at wheelchair dependence. CONCLUSIONS We demonstrate later onset of the progressive phase and slower disability accrual in SPMS versus PPMS. This may balance greater baseline disability in SPMS, yielding convergent disability trajectories across phenotypes. The different rates of disability accrual should be considered before amalgamating PPMS and SPMS in clinical trials.
Collapse
Affiliation(s)
- Sam Harding-Forrester
- CORe, Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
| | - Izanne Roos
- CORe, Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
- Neuroimmunology Centre, Department of Neurology, The Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Ai-Lan Nguyen
- CORe, Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
- Neuroimmunology Centre, Department of Neurology, The Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Charles B Malpas
- CORe, Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
- Neuroimmunology Centre, Department of Neurology, The Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Ibrahima Diouf
- CORe, Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
- Neuroimmunology Centre, Department of Neurology, The Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Nahid Moradi
- CORe, Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
- Neuroimmunology Centre, Department of Neurology, The Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Sifat Sharmin
- CORe, Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
- Neuroimmunology Centre, Department of Neurology, The Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Guillermo Izquierdo
- Multiple Sclerosis Unit, Hospital Universitario Virgen Macarena, Sevilla, Andalucía, Spain
| | - Sara Eichau
- Multiple Sclerosis Unit, Hospital Universitario Virgen Macarena, Sevilla, Andalucía, Spain
| | - Francesco Patti
- Neuroscience, Department of Surgical and Medical Sciences and Advanced Technologies 'G.F. Ingrassia', University of Catania, Catania, Italy
| | - Dana Horakova
- Department of Neurology and Centre of Clinical Neuroscience, Charles University First Faculty of Medicine, Praha, Czech Republic
| | - Eva Kubala Havrdova
- Department of Neurology and Centre of Clinical Neuroscience, Charles University First Faculty of Medicine, Praha, Czech Republic
| | - Alexandre Prat
- Centre Hospitalier, Université de Montréal, Montreal, Québec, Canada
- Department of Neuroscience, Université de Montréal, Montreal, Québec, Canada
| | - Marc Girard
- Centre Hospitalier, Université de Montréal, Montreal, Québec, Canada
- Faculté de Médecine, Université de Montréal, Montreal, Québec, Canada
| | - Pierre Duquette
- Centre Hospitalier, Université de Montréal, Montreal, Québec, Canada
- Faculté de Médecine, Université de Montréal, Montreal, Québec, Canada
| | | | - Marco Onofrj
- Department of Neurosciences, Imaging and Clinical Sciences, Gabriele d'Annunzio University of Chieti-Pescara, Chieti, Italy
| | - Alessandra Lugaresi
- UOSI Riabilitazione Sclerosi Multipla, IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
- Dipartimento di Scienze Biomediche e Neuromotorie, Università di Bologna, Bologna, Italy
| | - Pierre Grammond
- Centre intégré de santé et de services sociaux de Chaudière-Appalaches du Québec Centre de Recherche, Levis, Québec, Canada
| | - Serkan Ozakbas
- Department of Neurology, Dokuz Eylul University, İzmir, Turkey
| | - Maria Pia Amato
- Department of Neurological Siences, University of Florence, Florence, Italy
- IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Oliver Gerlach
- Department of Neurology, Zuyderland Medical Centre, Sittard-Geleen, The Netherlands
| | - Patrizia Sola
- Neurology Unit, Azienda Ospedaliero-Universitaria of Modena, Modena, Italy
| | - Diana Ferraro
- Department of Neuroscience, Azienda Ospedaliero-Universitaria di Modena, Modena, Emilia-Romagna, Italy
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Katherine Buzzard
- Department of Neurology, Box Hill Hospital, Box Hill, Victoria, Australia
| | - Olga Skibina
- Department of Neurology, Box Hill Hospital, Box Hill, Victoria, Australia
| | - Jeannette Lechner-Scott
- School of Medicine and Public Health, The University of Newcastle, Callaghan, New South Wales, Australia
- Department of Neurology, John Hunter Hospital, Newcastle, New South Wales, Australia
| | - Raed Alroughani
- Department of Medicine, Al-Amiri Hospital, Kuwait City, Kuwait
| | - Cavit Boz
- Department of Neurology, Karadeniz Technical University, Trabzon, Turkey
| | - Vincent Van Pesch
- Department of Neurology, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | | | | | | | - Cristina Ramo-Tello
- Department of Neurosciences, Hospital Universitari Germans Trias i Pujol, Barcelona, Spain
| | - Bassem Yamout
- Nehme and Therese Tohme Multiple Sclerosis Center, American University of Beirut Medical Center, Beirut, Lebanon
- Department of Neurology, American University of Beirut, Beirut, Lebanon
| | - Samia Joseph Khoury
- Nehme and Therese Tohme Multiple Sclerosis Center, American University of Beirut Medical Center, Beirut, Lebanon
- American University of Beirut, Beirut, Lebanon
| | | | - Maria Jose Sa
- Department of Neurology, Centro Hospitalar de São João, Porto, Portugal
- Health Sciences Faculty, Fernando Pessoa University, Porto, Portugal
| | - Yolanda Blanco
- Hospital Clinic de Barcelona, Barcelona, Catalunya, Spain
| | - Franco Granella
- Multiple Sclerosis Centre, Neurosciences, University of Parma, Parma, Italy
| | - Mark Slee
- Department of Neurology, Flinders Medical Centre, Adelaide, South Australia, Australia
| | - Ernest Butler
- Department of Neurology, Monash Medical Centre Clayton, Clayton, Victoria, Australia
| | - Youssef Sidhom
- Department of Neurology, Hopital Razi, La Manouba, Tunisia
| | - Riadh Gouider
- Department of Neurology, Razi Hospital, Rasht, Gilan, Iran
| | | | - Rana Karabudak
- Department of Neurology, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Radek Ampapa
- Department of Neurology, Nemocnice Jihlava, Jihlava, Czech Republic
| | | | - Julie Prevost
- Centre integre de sante et de services sociaux des Laurentides point de service de Saint-Jerome, Saint-Jerome, Quebec, Canada
| | | | - Pamela A McCombe
- UQCCR, The University of Queensland, Saint Lucia, Queensland, Australia
| | - Richard Macdonell
- Department of Neurology, Austin Health, Heidelberg, Victoria, Australia
| | - Guy Laureys
- Department of Neurology, University Hospital Ghent, Gent, Oost-Vlaanderen, Belgium
| | - Liesbeth Van Hijfte
- Department of Neurology, University Hospital Ghent, Gent, Oost-Vlaanderen, Belgium
| | - Jiwon Oh
- Division of Neurology, Department of Medicine, St Michael's Hospital, Toronto, Ontario, Canada
| | - Ayse Altintas
- Department of Neurology, Koc Universitesi, Istanbul, Turkey
- Koç University Research Center for Translational Medicine (KUTTAM), Koç University, Istanbul, Turkey
| | - Koen de Gans
- Department of Neurology, Groene Hart Ziekenhuis, Gouda, Zuid-Holland, The Netherlands
| | - Recai Turkoglu
- Department of Neurology, Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey
| | - Anneke van der Walt
- Multiple Sclerosis and Neuroimmunology Unit, Monash University Central Clinical School, Melbourne, Victoria, Australia
| | - Helmut Butzkueven
- Department of Neuroscience, Monash University Central Clinical School, Melbourne, Victoria, Australia
- Department of Neurology, The Alfred, Melbourne, Victoria, Australia
| | - Steve Vucic
- Department of Neurology, Westmead Hospital, Westmead, New South Wales, Australia
| | - Michael Barnett
- Brain and Mind Centre, The University of Sydney, Sydney, New South Wales, Australia
| | - Edgardo Cristiano
- Centro de Esclerosis Múltiple de Buenos Aires, Hospital Italiano de Buenos Aires, Buenos Aires, Federal District, Argentina
| | - Suzanne Hodgkinson
- Department of Neurology, Liverpool Hospital, Liverpool, New South Wales, Australia
| | | | - Ludwig Kappos
- Neurologic Clinic and Policlinic, Departments of Medicine, Biomedicine, and Clinical Research, University Hospital Basel, Basel, Switzerland
- Research Centre for Clinical Neuroimmunology and Neuroscience, University Hospital Basel, Basel, Switzerland
| | - Jens Kuhle
- Neurologic Clinic and Policlinic, Departments of Medicine, Biomedicine, and Clinical Research, University Hospital Basel, Basel, Switzerland
- Research Centre for Clinical Neuroimmunology and Neuroscience, University Hospital Basel, Basel, Switzerland
| | - Vahid Shaygannejad
- Department of Neurology, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Aysun Soysal
- Department of Neurology, Bakirkoy Research and Training Hospital for Psychiatry, Neurology and Neurosurgery, Istanbul, Turkey
| | - Bianca Weinstock-Guttman
- Department of Neurology, University at Buffalo Jacobs School of Medicine and Biomedical Sciences, Buffalo, New York, USA
| | - Bart Van Wijmeersch
- Universitair MS Centrum, Hasselt University, Hasselt-Pelt, Belgium
- Rehabilitation & MS Centre, Pelt, Belgium
| | - Tomas Kalincik
- CORe, Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
- Neuroimmunology Centre, Department of Neurology, The Royal Melbourne Hospital, Parkville, Victoria, Australia
| |
Collapse
|
46
|
Gulec B, Everest E, Gorkey OD, Koc M, Tutuncu M, Saip S, Siva A, Uygunoglu U. Comparison of multiple sclerosis patients with or without rebound activity after fingolimod cessation: Five-year clinical outcomes. Eur J Neurol 2023; 30:2745-2751. [PMID: 37300847 DOI: 10.1111/ene.15913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 05/25/2023] [Accepted: 06/05/2023] [Indexed: 06/12/2023]
Abstract
BACKGROUND Patients with multiple sclerosis (MS) who discontinue fingolimod might present with rebound activity. The reasons for the development of rebound have been identified, but there are limited data on the long-term clinical outcomes of these patients. This study aimed to compare the long-term outcomes of patients with MS with and without rebound activity after fingolimod discontinuation. METHODS A total of 31 patients who discontinued fingolimod for various reasons with a minimum follow-up of 5 years were included in the study. Of these, 10 were assigned to the rebound group and 21 to the non-rebound group. Clinical and demographic data and 5-year clinical outcomes of both groups were prospectively examined. RESULTS At fingolimod initiation, there were no significant differences in age, disease duration, and Expanded Disability Status Scale (EDSS) score. The annualized relapse rate (ARR) was significantly higher in the rebound group than in the non-rebound group before the fingolimod treatment (p = 0.005). In the rebound group, EDSS scores 2 months after rebound treatment and at the 5-year follow-up were not significantly different than before fingolimod initiation (p = 0.14 and p = 0.46, respectively). The last recorded EDSS was significantly higher in the non-rebound group than in the rebound group (3.6 ± 2.3 vs. 2.15 ± 1.4, p = 0.045). At the last follow-up, one patient was diagnosed with secondary progressive multiple sclerosis in the rebound group (10%), and 11 patients were in the non-rebound group (52.4%, p = 0.05). CONCLUSION When rebound activity is well-monitored and treated after fingolimod discontinuation, no overall EDSS change is expected in the long-term follow-up.
Collapse
Affiliation(s)
- Bade Gulec
- Department of Neurology, Cerrahpasa School of Medicine, Istanbul University-Cerrahpasa, Istanbul, Turkey
| | - Elif Everest
- Department of Neurology, Cerrahpasa School of Medicine, Istanbul University-Cerrahpasa, Istanbul, Turkey
| | - Ogeday Derin Gorkey
- Department of Neurology, Cerrahpasa School of Medicine, Istanbul University-Cerrahpasa, Istanbul, Turkey
| | - Metehan Koc
- Department of Neurology, Cerrahpasa School of Medicine, Istanbul University-Cerrahpasa, Istanbul, Turkey
| | - Melih Tutuncu
- Department of Neurology, Cerrahpasa School of Medicine, Istanbul University-Cerrahpasa, Istanbul, Turkey
| | - Sabahattin Saip
- Department of Neurology, Cerrahpasa School of Medicine, Istanbul University-Cerrahpasa, Istanbul, Turkey
| | - Aksel Siva
- Department of Neurology, Cerrahpasa School of Medicine, Istanbul University-Cerrahpasa, Istanbul, Turkey
| | - Ugur Uygunoglu
- Department of Neurology, Cerrahpasa School of Medicine, Istanbul University-Cerrahpasa, Istanbul, Turkey
| |
Collapse
|
47
|
Temmerman J, Engelborghs S, Bjerke M, D’haeseleer M. Cerebrospinal fluid inflammatory biomarkers for disease progression in Alzheimer's disease and multiple sclerosis: a systematic review. Front Immunol 2023; 14:1162340. [PMID: 37520580 PMCID: PMC10374015 DOI: 10.3389/fimmu.2023.1162340] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 06/12/2023] [Indexed: 08/01/2023] Open
Abstract
Inflammatory processes are involved in the pathophysiology of both Alzheimer's disease (AD) and multiple sclerosis (MS) but their exact contribution to disease progression remains to be deciphered. Biomarkers are needed to define pathophysiological processes of these disorders, who may increasingly co-exist in the elderly generations of the future, due to the rising prevalence in both and ameliorated treatment options with improved life expectancy in MS. The purpose of this review was to provide a systematic overview of inflammatory biomarkers, as measured in the cerebrospinal fluid (CSF), that are associated with clinical disease progression. International peer-reviewed literature was screened using the PubMed and Web of Science databases. Disease progression had to be measured using clinically validated tests representing baseline functional and/or cognitive status, the evolution of such clinical scores over time and/or the transitioning from one disease stage to a more severe stage. The quality of included studies was systematically evaluated using a set of questions for clinical, neurochemical and statistical characteristics of the study. A total of 84 papers were included (twenty-five for AD and 59 for MS). Elevated CSF levels of chitinase-3-like protein 1 (YKL-40) were associated with disease progression in both AD and MS. Osteopontin and monocyte chemoattractant protein-1 were more specifically related to disease progression in AD, whereas the same was true for interleukin-1 beta, tumor necrosis factor alpha, C-X-C motif ligand 13, glial fibrillary acidic protein and IgG oligoclonal bands in MS. We observed a broad heterogeneity of studies with varying cohort characterization, non-disclosure of quality measures for neurochemical analyses and a lack of adequate longitudinal designs. Most of the retrieved biomarkers are related to innate immune system activity, which seems to be an important mediator of clinical disease progression in AD and MS. Overall study quality was limited and we have framed some recommendations for future biomarker research in this field. Systematic review registration https://www.crd.york.ac.uk/prospero/, identifier CRD42021264741.
Collapse
Affiliation(s)
- Joke Temmerman
- Vrije Universiteit Brussel, Center for Neurosciences (C4N), Jette, Brussels, Belgium
- Universiteit Antwerpen, Department of Biomedical Sciences and Institute Born-Bunge, Reference Center for Biological Markers of Dementia (BIODEM), Wilrijk, Antwerp, Belgium
- Universitair Ziekenhuis Brussel, Department of Neurology, Jette, Brussels, Belgium
| | - Sebastiaan Engelborghs
- Vrije Universiteit Brussel, Center for Neurosciences (C4N), Jette, Brussels, Belgium
- Universiteit Antwerpen, Department of Biomedical Sciences and Institute Born-Bunge, Reference Center for Biological Markers of Dementia (BIODEM), Wilrijk, Antwerp, Belgium
- Universitair Ziekenhuis Brussel, Department of Neurology, Jette, Brussels, Belgium
| | - Maria Bjerke
- Vrije Universiteit Brussel, Center for Neurosciences (C4N), Jette, Brussels, Belgium
- Universiteit Antwerpen, Department of Biomedical Sciences and Institute Born-Bunge, Reference Center for Biological Markers of Dementia (BIODEM), Wilrijk, Antwerp, Belgium
- Universitair Ziekenhuis Brussel, Department of Neurology, Jette, Brussels, Belgium
- Universitair Ziekenhuis Brussel, Department of Clinical Biology, Laboratory of Clinical Neurochemistry, Jette, Brussels, Belgium
| | - Miguel D’haeseleer
- Vrije Universiteit Brussel, Center for Neurosciences (C4N), Jette, Brussels, Belgium
- Universitair Ziekenhuis Brussel, Department of Neurology, Jette, Brussels, Belgium
- National MS Center (NMSC), Neurology, Melsbroek, Steenokkerzeel, Belgium
| |
Collapse
|
48
|
Herman S, Arvidsson McShane S, Zjukovskaja C, Khoonsari PE, Svenningsson A, Burman J, Spjuth O, Kultima K. Disease phenotype prediction in multiple sclerosis. iScience 2023; 26:106906. [PMID: 37332601 PMCID: PMC10275960 DOI: 10.1016/j.isci.2023.106906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 03/09/2023] [Accepted: 05/12/2023] [Indexed: 06/20/2023] Open
Abstract
Progressive multiple sclerosis (PMS) is currently diagnosed retrospectively. Here, we work toward a set of biomarkers that could assist in early diagnosis of PMS. A selection of cerebrospinal fluid metabolites (n = 15) was shown to differentiate between PMS and its preceding phenotype in an independent cohort (AUC = 0.93). Complementing the classifier with conformal prediction showed that highly confident predictions could be made, and that three out of eight patients developing PMS within three years of sample collection were predicted as PMS at that time point. Finally, this methodology was applied to PMS patients as part of a clinical trial for intrathecal treatment with rituximab. The methodology showed that 68% of the patients decreased their similarity to the PMS phenotype one year after treatment. In conclusion, the inclusion of confidence predictors contributes with more information compared to traditional machine learning, and this information is relevant for disease monitoring.
Collapse
Affiliation(s)
- Stephanie Herman
- Department of Medical Sciences, Clinical Chemistry, Uppsala University, Uppsala, Sweden
- Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden
| | | | | | - Payam Emami Khoonsari
- Department of Medical Sciences, Clinical Chemistry, Uppsala University, Uppsala, Sweden
- Department of Biochemistry and Biophysics, National Bioinformatics Infrastructure Sweden, Science for Life Laboratory, Stockholm University, Box 1031, 17121 Solna, Sweden
| | - Anders Svenningsson
- Department of Clinical Sciences, Danderyd Hospital, Karolinska Institutet, Stockholm, Sweden
| | - Joachim Burman
- Department of Neuroscience, Neurology, Uppsala University, Uppsala, Sweden
| | - Ola Spjuth
- Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden
| | - Kim Kultima
- Department of Medical Sciences, Clinical Chemistry, Uppsala University, Uppsala, Sweden
| |
Collapse
|
49
|
Shi Z, Wang X, Wang J, Chen H, Du Q, Lang Y, Kong L, Luo W, Qiu Y, Zhang Y, Li C, Wen D, Yao J, Cheng X, Cai L, Lin X, Wang R, Mou Z, Li S, Liu D, Zhou H, Zhou H, Yang M. Granzyme B + CD8 + T cells with terminal differentiated effector signature determine multiple sclerosis progression. J Neuroinflammation 2023; 20:138. [PMID: 37268957 DOI: 10.1186/s12974-023-02810-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 05/19/2023] [Indexed: 06/04/2023] Open
Abstract
BACKGROUND Multiple sclerosis (MS) leads to demyelination and neurodegeneration with autoimmune responses in central nervous system. Patients begin with a relapsing-remitting (RR) course, and more than 80% of them may advance to secondary progressive MS (SPMS), which is characteristic for the gradual decline of neurological functions without demonstrated treating method to prevent. This study aims to investigate the contribution of peripheral CD8 + T cells during the conversion from RRMS to SPMS, as well as reveal potential diagnostic signature in distinguishing SPMS. METHODS Single-cell RNA sequencing was employed to reveal the heterogeneity of CD8 + T cells between SPMS and RRMS. In addition, flow cytometry was used to further characterized CD8 + T cell dynamic changes in patients. T cell receptor sequencing was performed to detect the clonal expansion of MS. Using Tbx21 siRNA, T-bet was confirmed to manipulate GzmB expression. The correlation between GzmB + CD8 + T cell subsets and clinical characteristics of MS and their potential diagnostic value for SPMS were evaluated by generalized linear regression models and receiver operating characteristic (ROC) curve respectively. RESULTS Other than diminished naïve CD8 + T cell, elevating of activated CD8 + T cell subsets were observed in SPMS patients. Meanwhile, this aberrant amplified peripheral CD8 + T cells not only exhibited terminal differentiated effector (EMRA) phenotype with GzmB expression, but also possessed distinct trajectory from clonal expansion. In addition, T-bet acted as a key transcriptional factor that elicited GzmB expression in CD8 + TEMRA cells of patients with SPMS. Finally, the expression of GzmB in CD8 + T cells was positively correlated with disability and progression of MS, and could effectively distinguish SPMS from RRMS with a high accuracy. CONCLUSIONS Our study mapped peripheral immune cells of RRMS and SPMS patients and provided an evidence for the involvement of GzmB + CD8 + TEMRA cells in the progression of MS, which could be used as a diagnostic biomarker for distinguishing SPMS from RRMS.
Collapse
Affiliation(s)
- Ziyan Shi
- Department of Neurology, West China Hospital, Sichuan University, No.28 Dianxin Nan Street, Chengdu, 610041, China
| | - Xiaofei Wang
- Department of Neurology, West China Hospital, Sichuan University, No.28 Dianxin Nan Street, Chengdu, 610041, China
| | - Jiancheng Wang
- Department of Neurology, West China Hospital, Sichuan University, No.28 Dianxin Nan Street, Chengdu, 610041, China
| | - Hongxi Chen
- Department of Neurology, West China Hospital, Sichuan University, No.28 Dianxin Nan Street, Chengdu, 610041, China
| | - Qin Du
- Department of Neurology, West China Hospital, Sichuan University, No.28 Dianxin Nan Street, Chengdu, 610041, China
| | - Yanlin Lang
- Department of Neurology, West China Hospital, Sichuan University, No.28 Dianxin Nan Street, Chengdu, 610041, China
| | - Lingyao Kong
- Department of Neurology, West China Hospital, Sichuan University, No.28 Dianxin Nan Street, Chengdu, 610041, China
| | - Wenqin Luo
- Department of Neurology, West China Hospital, Sichuan University, No.28 Dianxin Nan Street, Chengdu, 610041, China
| | - Yuhan Qiu
- Department of Neurology, West China Hospital, Sichuan University, No.28 Dianxin Nan Street, Chengdu, 610041, China
| | - Ying Zhang
- Department of Neurology, West China Hospital, Sichuan University, No.28 Dianxin Nan Street, Chengdu, 610041, China
| | - Chen Li
- Centre for Translational Research in Cancer, Sichuan Cancer Hospital and Institute, No.55 South Renmin Road, Chengdu, 610000, China
- School of Medicine, University of Electronic Science and Technology of China, Chengdu, 610000, China
| | - Dingke Wen
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Jie Yao
- Centre for Translational Research in Cancer, Sichuan Cancer Hospital and Institute, No.55 South Renmin Road, Chengdu, 610000, China
| | - Xia Cheng
- Centre for Translational Research in Cancer, Sichuan Cancer Hospital and Institute, No.55 South Renmin Road, Chengdu, 610000, China
| | - Linjun Cai
- Department of Neurology, West China Hospital, Sichuan University, No.28 Dianxin Nan Street, Chengdu, 610041, China
| | - Xue Lin
- Department of Neurology, West China Hospital, Sichuan University, No.28 Dianxin Nan Street, Chengdu, 610041, China
| | - Rui Wang
- Department of Neurology, West China Hospital, Sichuan University, No.28 Dianxin Nan Street, Chengdu, 610041, China
| | - Zichao Mou
- Department of Neurology, West China Hospital, Sichuan University, No.28 Dianxin Nan Street, Chengdu, 610041, China
| | - Shuangjie Li
- Department of Neurology, West China Hospital, Sichuan University, No.28 Dianxin Nan Street, Chengdu, 610041, China
| | - Duanya Liu
- School of Medicine, University of Electronic Science and Technology of China, Chengdu, 610000, China
| | - Hong Zhou
- School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 610000, China
| | - Hongyu Zhou
- Department of Neurology, West China Hospital, Sichuan University, No.28 Dianxin Nan Street, Chengdu, 610041, China.
| | - Mu Yang
- Centre for Translational Research in Cancer, Sichuan Cancer Hospital and Institute, No.55 South Renmin Road, Chengdu, 610000, China.
- School of Medicine, University of Electronic Science and Technology of China, Chengdu, 610000, China.
| |
Collapse
|
50
|
Rocca MA, Margoni M, Battaglini M, Eshaghi A, Iliff J, Pagani E, Preziosa P, Storelli L, Taoka T, Valsasina P, Filippi M. Emerging Perspectives on MRI Application in Multiple Sclerosis: Moving from Pathophysiology to Clinical Practice. Radiology 2023; 307:e221512. [PMID: 37278626 PMCID: PMC10315528 DOI: 10.1148/radiol.221512] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 11/28/2022] [Accepted: 01/17/2023] [Indexed: 06/07/2023]
Abstract
MRI plays a central role in the diagnosis of multiple sclerosis (MS) and in the monitoring of disease course and treatment response. Advanced MRI techniques have shed light on MS biology and facilitated the search for neuroimaging markers that may be applicable in clinical practice. MRI has led to improvements in the accuracy of MS diagnosis and a deeper understanding of disease progression. This has also resulted in a plethora of potential MRI markers, the importance and validity of which remain to be proven. Here, five recent emerging perspectives arising from the use of MRI in MS, from pathophysiology to clinical application, will be discussed. These are the feasibility of noninvasive MRI-based approaches to measure glymphatic function and its impairment; T1-weighted to T2-weighted intensity ratio to quantify myelin content; classification of MS phenotypes based on their MRI features rather than on their clinical features; clinical relevance of gray matter atrophy versus white matter atrophy; and time-varying versus static resting-state functional connectivity in evaluating brain functional organization. These topics are critically discussed, which may guide future applications in the field.
Collapse
Affiliation(s)
- Maria Assunta Rocca
- From the Neuroimaging Research Unit, Division of Neuroscience
(M.A.R., M.M., E.P., P.P., L.S., P.V., M.F.), Neurology Unit (M.A.R., M.M.,
P.P., M.F.), Neurorehabilitation Unit (M.F.), and Neurophysiology Service
(M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan,
Italy; Vita-Salute San Raffaele University, Milan, Italy (M.A.R., P.P., M.F.);
Department of Medicine, Surgery and Neuroscience, University of Siena, Siena,
Italy (M.B.); Queen Square Multiple Sclerosis Centre, Department of
Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain
Sciences, University College London, London, UK (A.E.); Centre for Medical Image
Computing, Department of Computer Science, University College London, London, UK
(A.E.); VISN20 NW Mental Illness Research, Education, and Clinical Center, VA
Puget Sound Healthcare System, Seattle, Wash (J.I.); Department of Psychiatry
and Behavioral Sciences and Department of Neurology, University of Washington
School of Medicine, Seattle, Wash (J.I.); and Department of Innovative
Biomedical Visualization (iBMV), Department of Radiology, Nagoya University
Graduate School of Medicine, Aichi, Japan (T.T.)
| | - Monica Margoni
- From the Neuroimaging Research Unit, Division of Neuroscience
(M.A.R., M.M., E.P., P.P., L.S., P.V., M.F.), Neurology Unit (M.A.R., M.M.,
P.P., M.F.), Neurorehabilitation Unit (M.F.), and Neurophysiology Service
(M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan,
Italy; Vita-Salute San Raffaele University, Milan, Italy (M.A.R., P.P., M.F.);
Department of Medicine, Surgery and Neuroscience, University of Siena, Siena,
Italy (M.B.); Queen Square Multiple Sclerosis Centre, Department of
Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain
Sciences, University College London, London, UK (A.E.); Centre for Medical Image
Computing, Department of Computer Science, University College London, London, UK
(A.E.); VISN20 NW Mental Illness Research, Education, and Clinical Center, VA
Puget Sound Healthcare System, Seattle, Wash (J.I.); Department of Psychiatry
and Behavioral Sciences and Department of Neurology, University of Washington
School of Medicine, Seattle, Wash (J.I.); and Department of Innovative
Biomedical Visualization (iBMV), Department of Radiology, Nagoya University
Graduate School of Medicine, Aichi, Japan (T.T.)
| | - Marco Battaglini
- From the Neuroimaging Research Unit, Division of Neuroscience
(M.A.R., M.M., E.P., P.P., L.S., P.V., M.F.), Neurology Unit (M.A.R., M.M.,
P.P., M.F.), Neurorehabilitation Unit (M.F.), and Neurophysiology Service
(M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan,
Italy; Vita-Salute San Raffaele University, Milan, Italy (M.A.R., P.P., M.F.);
Department of Medicine, Surgery and Neuroscience, University of Siena, Siena,
Italy (M.B.); Queen Square Multiple Sclerosis Centre, Department of
Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain
Sciences, University College London, London, UK (A.E.); Centre for Medical Image
Computing, Department of Computer Science, University College London, London, UK
(A.E.); VISN20 NW Mental Illness Research, Education, and Clinical Center, VA
Puget Sound Healthcare System, Seattle, Wash (J.I.); Department of Psychiatry
and Behavioral Sciences and Department of Neurology, University of Washington
School of Medicine, Seattle, Wash (J.I.); and Department of Innovative
Biomedical Visualization (iBMV), Department of Radiology, Nagoya University
Graduate School of Medicine, Aichi, Japan (T.T.)
| | - Arman Eshaghi
- From the Neuroimaging Research Unit, Division of Neuroscience
(M.A.R., M.M., E.P., P.P., L.S., P.V., M.F.), Neurology Unit (M.A.R., M.M.,
P.P., M.F.), Neurorehabilitation Unit (M.F.), and Neurophysiology Service
(M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan,
Italy; Vita-Salute San Raffaele University, Milan, Italy (M.A.R., P.P., M.F.);
Department of Medicine, Surgery and Neuroscience, University of Siena, Siena,
Italy (M.B.); Queen Square Multiple Sclerosis Centre, Department of
Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain
Sciences, University College London, London, UK (A.E.); Centre for Medical Image
Computing, Department of Computer Science, University College London, London, UK
(A.E.); VISN20 NW Mental Illness Research, Education, and Clinical Center, VA
Puget Sound Healthcare System, Seattle, Wash (J.I.); Department of Psychiatry
and Behavioral Sciences and Department of Neurology, University of Washington
School of Medicine, Seattle, Wash (J.I.); and Department of Innovative
Biomedical Visualization (iBMV), Department of Radiology, Nagoya University
Graduate School of Medicine, Aichi, Japan (T.T.)
| | - Jeffrey Iliff
- From the Neuroimaging Research Unit, Division of Neuroscience
(M.A.R., M.M., E.P., P.P., L.S., P.V., M.F.), Neurology Unit (M.A.R., M.M.,
P.P., M.F.), Neurorehabilitation Unit (M.F.), and Neurophysiology Service
(M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan,
Italy; Vita-Salute San Raffaele University, Milan, Italy (M.A.R., P.P., M.F.);
Department of Medicine, Surgery and Neuroscience, University of Siena, Siena,
Italy (M.B.); Queen Square Multiple Sclerosis Centre, Department of
Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain
Sciences, University College London, London, UK (A.E.); Centre for Medical Image
Computing, Department of Computer Science, University College London, London, UK
(A.E.); VISN20 NW Mental Illness Research, Education, and Clinical Center, VA
Puget Sound Healthcare System, Seattle, Wash (J.I.); Department of Psychiatry
and Behavioral Sciences and Department of Neurology, University of Washington
School of Medicine, Seattle, Wash (J.I.); and Department of Innovative
Biomedical Visualization (iBMV), Department of Radiology, Nagoya University
Graduate School of Medicine, Aichi, Japan (T.T.)
| | - Elisabetta Pagani
- From the Neuroimaging Research Unit, Division of Neuroscience
(M.A.R., M.M., E.P., P.P., L.S., P.V., M.F.), Neurology Unit (M.A.R., M.M.,
P.P., M.F.), Neurorehabilitation Unit (M.F.), and Neurophysiology Service
(M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan,
Italy; Vita-Salute San Raffaele University, Milan, Italy (M.A.R., P.P., M.F.);
Department of Medicine, Surgery and Neuroscience, University of Siena, Siena,
Italy (M.B.); Queen Square Multiple Sclerosis Centre, Department of
Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain
Sciences, University College London, London, UK (A.E.); Centre for Medical Image
Computing, Department of Computer Science, University College London, London, UK
(A.E.); VISN20 NW Mental Illness Research, Education, and Clinical Center, VA
Puget Sound Healthcare System, Seattle, Wash (J.I.); Department of Psychiatry
and Behavioral Sciences and Department of Neurology, University of Washington
School of Medicine, Seattle, Wash (J.I.); and Department of Innovative
Biomedical Visualization (iBMV), Department of Radiology, Nagoya University
Graduate School of Medicine, Aichi, Japan (T.T.)
| | - Paolo Preziosa
- From the Neuroimaging Research Unit, Division of Neuroscience
(M.A.R., M.M., E.P., P.P., L.S., P.V., M.F.), Neurology Unit (M.A.R., M.M.,
P.P., M.F.), Neurorehabilitation Unit (M.F.), and Neurophysiology Service
(M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan,
Italy; Vita-Salute San Raffaele University, Milan, Italy (M.A.R., P.P., M.F.);
Department of Medicine, Surgery and Neuroscience, University of Siena, Siena,
Italy (M.B.); Queen Square Multiple Sclerosis Centre, Department of
Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain
Sciences, University College London, London, UK (A.E.); Centre for Medical Image
Computing, Department of Computer Science, University College London, London, UK
(A.E.); VISN20 NW Mental Illness Research, Education, and Clinical Center, VA
Puget Sound Healthcare System, Seattle, Wash (J.I.); Department of Psychiatry
and Behavioral Sciences and Department of Neurology, University of Washington
School of Medicine, Seattle, Wash (J.I.); and Department of Innovative
Biomedical Visualization (iBMV), Department of Radiology, Nagoya University
Graduate School of Medicine, Aichi, Japan (T.T.)
| | - Loredana Storelli
- From the Neuroimaging Research Unit, Division of Neuroscience
(M.A.R., M.M., E.P., P.P., L.S., P.V., M.F.), Neurology Unit (M.A.R., M.M.,
P.P., M.F.), Neurorehabilitation Unit (M.F.), and Neurophysiology Service
(M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan,
Italy; Vita-Salute San Raffaele University, Milan, Italy (M.A.R., P.P., M.F.);
Department of Medicine, Surgery and Neuroscience, University of Siena, Siena,
Italy (M.B.); Queen Square Multiple Sclerosis Centre, Department of
Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain
Sciences, University College London, London, UK (A.E.); Centre for Medical Image
Computing, Department of Computer Science, University College London, London, UK
(A.E.); VISN20 NW Mental Illness Research, Education, and Clinical Center, VA
Puget Sound Healthcare System, Seattle, Wash (J.I.); Department of Psychiatry
and Behavioral Sciences and Department of Neurology, University of Washington
School of Medicine, Seattle, Wash (J.I.); and Department of Innovative
Biomedical Visualization (iBMV), Department of Radiology, Nagoya University
Graduate School of Medicine, Aichi, Japan (T.T.)
| | - Toshiaki Taoka
- From the Neuroimaging Research Unit, Division of Neuroscience
(M.A.R., M.M., E.P., P.P., L.S., P.V., M.F.), Neurology Unit (M.A.R., M.M.,
P.P., M.F.), Neurorehabilitation Unit (M.F.), and Neurophysiology Service
(M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan,
Italy; Vita-Salute San Raffaele University, Milan, Italy (M.A.R., P.P., M.F.);
Department of Medicine, Surgery and Neuroscience, University of Siena, Siena,
Italy (M.B.); Queen Square Multiple Sclerosis Centre, Department of
Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain
Sciences, University College London, London, UK (A.E.); Centre for Medical Image
Computing, Department of Computer Science, University College London, London, UK
(A.E.); VISN20 NW Mental Illness Research, Education, and Clinical Center, VA
Puget Sound Healthcare System, Seattle, Wash (J.I.); Department of Psychiatry
and Behavioral Sciences and Department of Neurology, University of Washington
School of Medicine, Seattle, Wash (J.I.); and Department of Innovative
Biomedical Visualization (iBMV), Department of Radiology, Nagoya University
Graduate School of Medicine, Aichi, Japan (T.T.)
| | - Paola Valsasina
- From the Neuroimaging Research Unit, Division of Neuroscience
(M.A.R., M.M., E.P., P.P., L.S., P.V., M.F.), Neurology Unit (M.A.R., M.M.,
P.P., M.F.), Neurorehabilitation Unit (M.F.), and Neurophysiology Service
(M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan,
Italy; Vita-Salute San Raffaele University, Milan, Italy (M.A.R., P.P., M.F.);
Department of Medicine, Surgery and Neuroscience, University of Siena, Siena,
Italy (M.B.); Queen Square Multiple Sclerosis Centre, Department of
Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain
Sciences, University College London, London, UK (A.E.); Centre for Medical Image
Computing, Department of Computer Science, University College London, London, UK
(A.E.); VISN20 NW Mental Illness Research, Education, and Clinical Center, VA
Puget Sound Healthcare System, Seattle, Wash (J.I.); Department of Psychiatry
and Behavioral Sciences and Department of Neurology, University of Washington
School of Medicine, Seattle, Wash (J.I.); and Department of Innovative
Biomedical Visualization (iBMV), Department of Radiology, Nagoya University
Graduate School of Medicine, Aichi, Japan (T.T.)
| | - Massimo Filippi
- From the Neuroimaging Research Unit, Division of Neuroscience
(M.A.R., M.M., E.P., P.P., L.S., P.V., M.F.), Neurology Unit (M.A.R., M.M.,
P.P., M.F.), Neurorehabilitation Unit (M.F.), and Neurophysiology Service
(M.F.), IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132 Milan,
Italy; Vita-Salute San Raffaele University, Milan, Italy (M.A.R., P.P., M.F.);
Department of Medicine, Surgery and Neuroscience, University of Siena, Siena,
Italy (M.B.); Queen Square Multiple Sclerosis Centre, Department of
Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain
Sciences, University College London, London, UK (A.E.); Centre for Medical Image
Computing, Department of Computer Science, University College London, London, UK
(A.E.); VISN20 NW Mental Illness Research, Education, and Clinical Center, VA
Puget Sound Healthcare System, Seattle, Wash (J.I.); Department of Psychiatry
and Behavioral Sciences and Department of Neurology, University of Washington
School of Medicine, Seattle, Wash (J.I.); and Department of Innovative
Biomedical Visualization (iBMV), Department of Radiology, Nagoya University
Graduate School of Medicine, Aichi, Japan (T.T.)
| |
Collapse
|