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Sørensen PS, Bramow S, Magyari M, Werdelin L, Koch-Henriksen N, Vermersch P, Sellebjerg F. Torben Fog - A Danish pioneer in a multi-faceted spectrum of multiple sclerosis research. Mult Scler 2024; 30:623-629. [PMID: 38523325 DOI: 10.1177/13524585241239506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/26/2024]
Abstract
Torben Fog was committed to multiple sclerosis (MS) research for more than four decades, starting before the defence of his thesis in 1948 and lasting until his death in 1987. His research was multi-facetted, making him one of the great pioneers in the study of essential parts of the pathology, immunology and treatment of MS. He has contributed with meticulous studies of the MS plaques, documenting the perivenous distribution of plaques in the spinal cord. He constructed a scoring system for the disability in MS and used a computer programme to calculate a total neurological deficit. Together with his co-workers, Fog in 1972 was the first to report the association between MS and the human leukocyte antigen system. Fog can be considered as the father of immunomodulatory therapy in MS, treating MS patients with the first transfer factor, and as early as 1980, he was the first to treat MS with intramuscular natural interferon.
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Affiliation(s)
- Per Soelberg Sørensen
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark/Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Stephan Bramow
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark
| | - Melinda Magyari
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark/The Danish Multiple Sclerosis Registry, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark/Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | | | - Nils Koch-Henriksen
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
| | - Patrick Vermersch
- Univ. Lille, Inserm U1172 LIlNCog, CHU Lille, FHU Precise, Lille, France
| | - Finn Sellebjerg
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark/Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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Mahler MR, Magyari M, Pontieri L, Elberling F, Holm RP, Weglewski A, Poulsen MB, Storr LK, Bekyarov PA, Illes Z, Kant M, Sejbaek T, Stilund ML, Rasmussen PV, Brask M, Urbonaviciute I, Sellebjerg F. Prognostic factors for disease activity in newly diagnosed teriflunomide-treated patients with multiple sclerosis: a nationwide Danish study. J Neurol Neurosurg Psychiatry 2024:jnnp-2023-333265. [PMID: 38569873 DOI: 10.1136/jnnp-2023-333265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 03/17/2024] [Indexed: 04/05/2024]
Abstract
BACKGROUND Clinicians frequently rely on relapse counts, T2 MRI lesion load (T2L) and Expanded Disability Status Scale (EDSS) scores to guide treatment decisions for individuals diagnosed with multiple sclerosis (MS). This study evaluates how these factors, along with age and sex, influence prognosis during treatment with teriflunomide (TFL). METHODS We conducted a nationwide cohort study using data from the Danish Multiple Sclerosis Registry.Eligible participants had relapsing-remitting MS or clinically isolated syndrome and initiated TFL as their first treatment between 2013 and 2019. The effect of age, pretreatment relapses, T2L and EDSS scores on the risk of disease activity on TFL were stratified by sex. RESULTS In total, 784 individuals were included (57.4% females). A high number of pretreatment relapses (≥2) was associated with an increased risk of disease activity in females only (OR and (95% CI): 1.76 (1.11 to 2.81)). Age group 50+ was associated with a lower risk of disease activity in both sexes (OR females=0.28 (0.14 to 0.56); OR males=0.22 (0.09 to 0.55)), while age 35-49 showed a different impact in males and females (OR females=0.79 (0.50 to 1.23); OR males=0.42 (0.24 to 0.72)). EDSS scores and T2L did not show any consistent associations. CONCLUSION A high number of pretreatment relapses was only associated with an increased risk of disease activity in females, while age had a differential impact on the risk of disease activity according to sex. Clinicians may consider age, sex and relapses when deciding on TFL treatment.
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Affiliation(s)
- Mie Reith Mahler
- The Danish Multiple Sclerosis Registry, Danish Multiple Sclerosis Research Center, Copenhagen University Hospital, Glostrup, Denmark
| | - Melinda Magyari
- The Danish Multiple Sclerosis Registry, Danish Multiple Sclerosis Research Center, Copenhagen University Hospital, Glostrup, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Luigi Pontieri
- The Danish Multiple Sclerosis Registry, Danish Multiple Sclerosis Research Center, Copenhagen University Hospital, Glostrup, Denmark
| | - Frederik Elberling
- The Danish Multiple Sclerosis Registry, Danish Multiple Sclerosis Research Center, Copenhagen University Hospital, Glostrup, Denmark
| | - Rolf Pringler Holm
- The Danish Multiple Sclerosis Registry, Danish Multiple Sclerosis Research Center, Copenhagen University Hospital, Glostrup, Denmark
| | - Arkadiusz Weglewski
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Neurology, Herlev Hospital, Herlev, Denmark
| | - Mai Bang Poulsen
- Department of Neurology, Nordsjaellands Hospital, Hilleroed, Denmark
| | | | | | - Zsolt Illes
- Department of Neurology, Odense University Hospital, Odense, Denmark
| | - Matthias Kant
- Department of Neurology, Hospital of Southern Jutland Soenderborg Branch, Soenderborg, Denmark
| | - Tobias Sejbaek
- Department of Neurology, Esbjerg Central Hospital, Esbjerg, Denmark
- Department of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Morten Leif Stilund
- Department of Neurology, Physiotherapy and Occupational Therapy, Goedstrup Hospital, Herning, Denmark
| | - Peter V Rasmussen
- Department of Neurology, Aarhus University Hospital, Aarhus, Denmark
| | - Maria Brask
- Department of Neurology, Viborg Regional Hospital, Viborg, Denmark
| | | | - Finn Sellebjerg
- The Danish Multiple Sclerosis Registry, Danish Multiple Sclerosis Research Center, Copenhagen University Hospital, Glostrup, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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Glaser A, Butzkueven H, van der Walt A, Gray O, Spelman T, Zhu C, Trojano M, Iaffaldano P, Battaglia MA, Lucisano G, Vukusic S, Vukusic I, Casey R, Horakova D, Drahota J, Magyari M, Joensen H, Pontieri L, Elberling F, Klyve P, Mouresan EF, Forsberg L, Hillert J. Big Multiple Sclerosis Data network: an international registry research network. J Neurol 2024:10.1007/s00415-024-12303-6. [PMID: 38561543 DOI: 10.1007/s00415-024-12303-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 02/29/2024] [Accepted: 03/05/2024] [Indexed: 04/04/2024]
Abstract
BACKGROUND The Big Multiple Sclerosis Data (BMSD) network ( https://bigmsdata.org ) was initiated in 2014 and includes the national multiple sclerosis (MS) registries of the Czech Republic, Denmark, France, Italy, and Sweden as well as the international MSBase registry. BMSD has addressed the ethical, legal, technical, and governance-related challenges for data sharing and so far, published three scientific papers on pooled datasets as proof of concept for its collaborative design. DATA COLLECTION Although BMSD registries operate independently on different platforms, similarities in variables, definitions and data structure allow joint analysis of data. Certain coordinated modifications in how the registries collect adverse event data have been implemented after BMSD consensus decisions, showing the ability to develop together. DATA MANAGEMENT Scientific projects can be proposed by external sponsors via the coordinating centre and each registry decides independently on participation, respecting its governance structure. Research datasets are established in a project-to-project fashion and a project-specific data model is developed, based on a unifying core data model. To overcome challenges in data sharing, BMSD has developed procedures for federated data analysis. FUTURE PERSPECTIVES Presently, BMSD is seeking a qualification opinion from the European Medicines Agency (EMA) to conduct post-authorization safety studies (PASS) and aims to pursue a qualification opinion also for post-authorization effectiveness studies (PAES). BMSD aspires to promote the advancement of real-world evidence research in the MS field.
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Affiliation(s)
- Anna Glaser
- Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
| | - Helmut Butzkueven
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | | | - Orla Gray
- South Eastern Health and Social Care Trust, Belfast, UK
| | - Tim Spelman
- Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Chao Zhu
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Maria Trojano
- School of Medicine, University "Aldo Moro", Bari, Italy
| | - Pietro Iaffaldano
- Department of Translational Biomedicine and Neurosciences, DiBraiN University of Bari Aldo Moro, Bari, Italy
| | - Mario A Battaglia
- Research Department, Italian Multiple Sclerosis Foundation, Genoa, Italy
- Department of Life Sciences, University of Siena, Siena, Italy
| | - Giuseppe Lucisano
- Department of Translational Biomedicine and Neurosciences, DiBraiN University of Bari Aldo Moro, Bari, Italy
- Center for Outcomes Research and Clinical Epidemiology-CORESEARCH, Pescara, Italy
| | - Sandra Vukusic
- Service de Neurologie, sclérose en plaques, pathologies de la myéline et neuro-inflammation, Hospices Civils de Lyon, Hôpital Neurologique Pierre Wertheimer, 69677, Bron, France
- INSERM 1028 et CNRS UMR 5292, Observatoire Français de la Sclérose en Plaques, Centre de Recherche en Neurosciences de Lyon, 69003, Lyon, France
- Université de Lyon, Université Claude Bernard Lyon 1, 69000, Lyon, France
- Eugène Devic EDMUS Foundation Against Multiple Sclerosis, State-Approved Foundation, 69677, Bron, France
| | - Irena Vukusic
- Service de Neurologie, sclérose en plaques, pathologies de la myéline et neuro-inflammation, Hospices Civils de Lyon, Hôpital Neurologique Pierre Wertheimer, 69677, Bron, France
- INSERM 1028 et CNRS UMR 5292, Observatoire Français de la Sclérose en Plaques, Centre de Recherche en Neurosciences de Lyon, 69003, Lyon, France
- Université de Lyon, Université Claude Bernard Lyon 1, 69000, Lyon, France
- Eugène Devic EDMUS Foundation Against Multiple Sclerosis, State-Approved Foundation, 69677, Bron, France
| | - Romain Casey
- Service de Neurologie, sclérose en plaques, pathologies de la myéline et neuro-inflammation, Hospices Civils de Lyon, Hôpital Neurologique Pierre Wertheimer, 69677, Bron, France
- INSERM 1028 et CNRS UMR 5292, Observatoire Français de la Sclérose en Plaques, Centre de Recherche en Neurosciences de Lyon, 69003, Lyon, France
- Université de Lyon, Université Claude Bernard Lyon 1, 69000, Lyon, France
- Eugène Devic EDMUS Foundation Against Multiple Sclerosis, State-Approved Foundation, 69677, Bron, France
| | - Dana Horakova
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Jiri Drahota
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine Charles University and General University Hospital in Prague, Prague, Czech Republic
- IMPULS Endowment Fund, Prague, Czech Republic
| | - Melinda Magyari
- Department of Neurology, Danish Multiple Sclerosis Center, Copenhagen University Hospital Rigshospitalet, 2100, Copenhagen, Denmark
| | - Hanna Joensen
- The Danish Multiple Sclerosis Registry, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Luigi Pontieri
- The Danish Multiple Sclerosis Registry, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Frederik Elberling
- The Danish Multiple Sclerosis Registry, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Pernilla Klyve
- Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
| | | | - Lars Forsberg
- Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
| | - Jan Hillert
- Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden.
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Framke E, Jennum PJ, Thygesen LC, Magyari M. Sleep disorders and sleep disturbances in persons with multiple sclerosis: A population-based matched case-control study in Denmark. Neuroepidemiology 2024:000538307. [PMID: 38513627 DOI: 10.1159/000538307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 03/11/2024] [Indexed: 03/23/2024] Open
Abstract
Introduction Adverse sleep is common in multiple sclerosis (MS). Population-based studies including adequate control groups are lacking. We hypothesized that the prevalence of sleep disorders and other sleep disturbances would be higher in persons with MS than in controls. Methods We conducted a population-based study linking individual-level data from the Danish MS Registry (n=21,943 persons with MS) and the Danish Population Registry (n=109,715 matched controls) with information on sleep disorders from the Danish National Patient Registry and other sleep disturbances assessed by dispensed prescription drugs from the Danish National Prescription Registry. Results Prevalence of diagnosed sleep disorders in terms of central hypersomnia (0.15% vs. 0.06%), sleep disturbances (1.05% vs. 0.70%), and sleep movements (0.22% vs. 0.13%) and other sleep disturbances identified by dispensed central acting (10.73% vs. 1.10%) and hypnotic use (30.65% vs. 20.13%) medication was statistically significantly higher among persons with MS when compared to controls. We found no statistically significant difference in the prevalence of sleep apnea and parasomnia between groups. Stratified by sex and age at MS diagnosis, results for differences between persons with MS and controls were similar. Conclusion In this registry-based study, we found that the prevalence of several diagnosed sleep disorders was higher persons with MS than in controls, that is those reflecting insomnia and daytime symptoms including hypersomnia. Other sleep disturbances identified by dispensed prescription medication was markedly higher in persons with MS than controls.
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Hillert J, Bove R, Haddad LB, Hellwig K, Houtchens M, Magyari M, Merki-Feld GS, Montgomery S, Nappi RE, Stenager E, Thompson H, Tulek Z, Verdun Di Cantogno E, Simoni M. Expert opinion on the use of contraception in people with multiple sclerosis. Mult Scler 2024:13524585241228103. [PMID: 38456514 DOI: 10.1177/13524585241228103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/09/2024]
Abstract
BACKGROUND Current guidance on the selection of appropriate contraception for people with multiple sclerosis (PwMS) is lacking. OBJECTIVE To address this gap, an expert-led consensus program developed recommendations to support clinicians in discussing family planning and contraception with women and men with multiple sclerosis (MS). METHODS A multidisciplinary steering committee (SC) of 13 international clinical experts led the program, supported by an extended faculty of 32 experts representing 18 countries. A modified Delphi methodology was used for decision-making and consensus-building. The SC drafted 15 clinical questions focused on patient-centered care, selection of contraception, and timing of stopping/starting contraception and disease-modifying therapies (DMTs). Statements addressing each question were drafted based on evaluation of published evidence and the experts' clinical experience. Consensus was reached if ⩾75% of respondents agreed (scoring 7-9 on a 9-point scale) with each recommendation. RESULTS Consensus was reached on 24 of 25 proposed recommendations, including how and when to discuss contraception, types and safety of contraceptives, and how to evaluate the most appropriate contraceptive options for specific patient groups, including those with significant disability or being treated with DMTs. CONCLUSION These expert recommendations provide the first practical, relevant, and comprehensive guidance for clinicians on the selection of contraception in PwMS.
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Affiliation(s)
- Jan Hillert
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Riley Bove
- UCSF Weill Institute for Neurosciences, University of California San Francisco, San Francisco, CA, USA
| | - Lisa B Haddad
- Center for Biomedical Research, Population Council, New York, NY, USA
| | - Kerstin Hellwig
- Katholisches Klinikum Bochum GmbH, Nordrhein-Westfalen, Bochum, Germany
| | - Maria Houtchens
- Brigham and Women's Hospital, Boston, MA, USA/ Harvard Medical School, Boston, MA, USA
| | - Melinda Magyari
- Danish Multiple Sclerosis Center, University Hospital Boston, MA, USA/ Rigshospitalet, Copenhagen, Denmark
| | - Gabriele S Merki-Feld
- Clinic of Reproductive Endocrinology, University Hospital Zürich, Zürich, Switzerland
| | - Scott Montgomery
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - Rossella E Nappi
- Department of Clinical, Surgical, Diagnostic, and Pediatric Sciences, University of Pavia, Pavia, Italy
- Research Center of Reproductive Medicine, IRCCS San Matteo Foundation, Pavia, Italy
| | - Egon Stenager
- Department of Regional Research, University of Southern Denmark, Odense, Denmark
- MS-Clinic of Southern Jutland (Aabenraa, Esbjerg, Kolding), Sønderborg, Denmark
| | - Heidi Thompson
- Southern Health & Social Care Trust, Portadown, Northern Ireland
| | - Zeliha Tulek
- Istanbul University-Cerrahpasa, Florence Nightingale Faculty of Nursing, Istanbul University-Cerrahpasa, Istanbul, Turkey
| | | | - Manuela Simoni
- Unit of Endocrinology, Department of Medical Specialties, University Hospital and Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
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Parciak T, Geys L, Helme A, van der Mei I, Hillert J, Schmidt H, Salter A, Zakaria M, Middleton R, Stahmann A, Dobay P, Hernandez Martinez-Lapiscina E, Iaffaldano P, Plueschke K, Rojas JI, Sabidó M, Magyari M, van der Walt A, Arickx F, Comi G, Peeters LM. Introducing a core dataset for real-world data in multiple sclerosis registries and cohorts: Recommendations from a global task force. Mult Scler 2024; 30:396-418. [PMID: 38140852 PMCID: PMC10935622 DOI: 10.1177/13524585231216004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 10/09/2023] [Accepted: 10/23/2023] [Indexed: 12/24/2023]
Abstract
BACKGROUND As of September 2022, there was no globally recommended set of core data elements for use in multiple sclerosis (MS) healthcare and research. As a result, data harmonisation across observational data sources and scientific collaboration is limited. OBJECTIVES To define and agree upon a core dataset for real-world data (RWD) in MS from observational registries and cohorts. METHODS A three-phase process approach was conducted combining a landscaping exercise with dedicated discussions within a global multi-stakeholder task force consisting of 20 experts in the field of MS and its RWD to define the Core Dataset. RESULTS A core dataset for MS consisting of 44 variables in eight categories was translated into a data dictionary that has been published and disseminated for emerging and existing registries and cohorts to use. Categories include variables on demographics and comorbidities (patient-specific data), disease history, disease status, relapses, magnetic resonance imaging (MRI) and treatment data (disease-specific data). CONCLUSION The MS Data Alliance Core Dataset guides emerging registries in their dataset definitions and speeds up and supports harmonisation across registries and initiatives. The straight-forward, time-efficient process using a dedicated global multi-stakeholder task force has proven to be effective to define a concise core dataset.
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Affiliation(s)
- Tina Parciak
- University MS Center (UMSC), Hasselt-Pelt, Belgium
- UHasselt, Biomedical Research Institute (BIOMED), Diepenbeek, Belgium
- UHasselt, Data Science Institute (DSI), Diepenbeek, Belgium
| | - Lotte Geys
- University MS Center (UMSC), Hasselt-Pelt, Belgium
- UHasselt, Biomedical Research Institute (BIOMED), Diepenbeek, Belgium
- UHasselt, Data Science Institute (DSI), Diepenbeek, Belgium
| | - Anne Helme
- Multiple Sclerosis International Federation, London, UK
| | - Ingrid van der Mei
- Menzies Institute for Medical Research, University of Tasmania, The Australian MS longitudinal study (AMSLS), Hobart, TAS, Australia
| | - Jan Hillert
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Hollie Schmidt
- Accelerated Cure Project, iConquerMS People-Powered Research Network, Waltham, MA, USA
| | - Amber Salter
- Section on Statistical Planning and Analysis, UT Southwestern Medical Center, NARCOMS Registry, COViMS Registry, Dallas, TX, USA
| | - Magd Zakaria
- Department of Neurology, Ain Shams University, Cairo, Egypt
| | - Rodden Middleton
- Population Data Science, Swansea University Medical School, Swansea, UK
| | - Alexander Stahmann
- German MS Register by the German MS Society, MS Research and Project Development gGmbH (MSFP), Hanover, Germany
| | | | - Elena Hernandez Martinez-Lapiscina
- Office of Therapies for Neurological and Psychiatric Disorders (H-NEU), Human Medicines (H-Division), European Medicines Agency, Amsterdam, The Netherlands
| | - Pietro Iaffaldano
- Department of Translational Biomedicine and Neurosciences (DiBraiN), Università degli Studi di Bari Aldo Moro, Italian MS registry, Bari, Italy
| | - Kelly Plueschke
- Data Analytics and Methods Task Force, European Medicines Agency, Amsterdam, The Netherlands
| | - Juan I Rojas
- Neurology Department, Hospital Universitario de CEMIC, RelevarEM, Buenos Aires, Argentina
| | - Meritxell Sabidó
- Department of Epidemiology, Merck Healthcare KGaA, Darmstadt, Germany
| | - Melinda Magyari
- Danish Multiple Sclerosis Registry and Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital – Rigshospitalet, Glostrup, Denmark
| | - Anneke van der Walt
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Francis Arickx
- National Institute for Health and Disability Insurance, Brussels, Belgium
| | - Giancarlo Comi
- Department of Rehabilitation Neurosciences, Casa di Cura Igea, Milan, Italy
| | - Liesbet M Peeters
- University MS Center (UMSC), Hasselt-Pelt, Belgium
- UHasselt, Biomedical Research Institute (BIOMED), Diepenbeek, Belgium
- UHasselt, Data Science Institute (DSI), Diepenbeek, Belgium
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Stastna D, Elberling F, Pontieri L, Framke E, Horakova D, Drahota J, Nytrova P, Magyari M. COVID-19 vaccination and relapse activity: A nationwide cohort study of patients with multiple sclerosis in Denmark. Eur J Neurol 2024; 31:e16163. [PMID: 38015454 DOI: 10.1111/ene.16163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2023] [Revised: 10/03/2023] [Accepted: 11/08/2023] [Indexed: 11/29/2023]
Abstract
BACKGROUND AND PURPOSE We evaluated whether there was a difference in the occurrence of relapses pre- and post-COVID-19 vaccination in a nationwide cohort of Danish patients with relapsing multiple sclerosis. METHODS We conducted a population-based, nationwide cohort study with a cutoff date of 1 October 2022. We used McNemar tests to assess changes in the proportion of patients with recorded relapses within 90 days and 180 days before and after first vaccine dose, and a negative binomial regression model to compare the 90 and 180 days postvaccination annualized relapse rate (ARR) to the 360 days prevaccination ARR. Multivariate Cox regression was used to estimate relapse risk factors. RESULTS We identified 8169 vaccinated (87.3% Comirnaty) patients without a recorded history of a positive COVID-19 test. We did not find statistically significant changes in the proportion of patients with relapses in the 90 days (1.3% vs. 1.4% of patients, p = 0.627) and 180 days (2.7% vs. 2.6% of patients, p = 0.918) pre- and postvaccination. Also, a comparison of the ARR 360 days before (0.064, 95% confidence interval [CI] = 0.058-0.070) with the ARR 90 (0.057, 95% CI = 0.047-0.069, p = 0.285) and 180 (0.055, 95% CI = 0.048-0.063, p = 0.060) days after vaccination did not show statistically significant differences. Lower age, higher Expanded Disability Status Scale score, and relapse within 360 days before vaccination were associated with a higher risk of relapse. CONCLUSIONS We did not find evidence of increased relapse activity following the administration of the first dose of the COVID-19 vaccine.
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Affiliation(s)
- Dominika Stastna
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czechia
- Danish Multiple Sclerosis Registry, Department of Neurology, Copenhagen University Hospital-Rigshospitalet, Glostrup, Denmark
| | - Frederik Elberling
- Danish Multiple Sclerosis Registry, Department of Neurology, Copenhagen University Hospital-Rigshospitalet, Glostrup, Denmark
| | - Luigi Pontieri
- Danish Multiple Sclerosis Registry, Department of Neurology, Copenhagen University Hospital-Rigshospitalet, Glostrup, Denmark
| | - Elisabeth Framke
- Danish Multiple Sclerosis Registry, Department of Neurology, Copenhagen University Hospital-Rigshospitalet, Glostrup, Denmark
| | - Dana Horakova
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czechia
| | - Jiri Drahota
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czechia
- Endowment Fund IMPULS, Prague, Czechia
| | - Petra Nytrova
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czechia
| | - Melinda Magyari
- Danish Multiple Sclerosis Registry, Department of Neurology, Copenhagen University Hospital-Rigshospitalet, Glostrup, Denmark
- Danish Multiple Sclerosis Centre, Department of Neurology, Copenhagen University Hospital-Rigshospitalet, Glostrup, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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Framke E, Thygesen LC, Malmborg M, Schou M, Sellebjerg F, Magyari M. Risk of cardiovascular disease in patients with multiple sclerosis treated with fingolimod compared to natalizumab: A nationwide cohort study of 2095 patients in Denmark. Mult Scler 2024; 30:184-191. [PMID: 38205784 DOI: 10.1177/13524585231221415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2024]
Abstract
BACKGROUND Fingolimod may be associated with risk of developing cardiovascular disease (CVD). Studies including reference groups and long follow-up are scarce. OBJECTIVES We hypothesized that patients treated with fingolimod would be at higher risk of developing CVD compared to patients treated with natalizumab. METHODS A nationwide 12-year cohort study linking individual-level data from the Danish Multiple Sclerosis Registry with health registries on 2095 adult patients with multiple sclerosis (MS) without any health records of CVD at follow-up start. Exposure to fingolimod and natalizumab was defined by the first treatment of at least 3 months. Cohort entry was from 2011 to 2018. We defined CVD as a composite measure, including hypertension, ischemic heart disease, atrial fibrillation, heart failure, and stroke. We used multivariable adjusted Cox regression. RESULTS There were 28.8 and 17.4 CVD events per 1000 person-years in fingolimod and natalizumab groups, respectively. Compared to natalizumab-treated patients, fingolimod-treated patients had a higher risk of CVD (hazard ratio (HR) = 1.57; 95% confidence interval (CI) = 1.18-2.08). Hypertension comprised 200 of 244 CVD events. CONCLUSION We found an increased risk of CVD in patients with MS treated with fingolimod. This increased risk was mainly due to hypertension.
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Affiliation(s)
- Elisabeth Framke
- The Danish Multiple Sclerosis Registry, Department of Neurology, Copenhagen University Hospital-Rigshospitalet, Glostrup, Denmark
| | - Lau Caspar Thygesen
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
| | - Morten Malmborg
- Department of Cardiology, Herlev-Gentofte University Hospital, Hellerup, Denmark
| | - Morten Schou
- Department of Cardiology, Herlev-Gentofte University Hospital, Hellerup, Denmark
| | - Finn Sellebjerg
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital-Rigshospitalet, Glostrup, Denmark
| | - Melinda Magyari
- The Danish Multiple Sclerosis Registry, Department of Neurology, Copenhagen University Hospital-Rigshospitalet, Glostrup, Denmark
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital-Rigshospitalet, Glostrup, Denmark
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9
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Wandall-Holm MF, Holm RP, Heick A, Langkilde AR, Magyari M. Risk of T 2 lesions when discontinuing fingolimod: a nationwide predictive and comparative study. Brain Commun 2024; 6:fcad358. [PMID: 38214014 PMCID: PMC10783644 DOI: 10.1093/braincomms/fcad358] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 10/25/2023] [Accepted: 01/01/2024] [Indexed: 01/13/2024] Open
Abstract
Fingolimod is a frequently used disease-modifying therapy in relapsing-remitting multiple sclerosis. However, case reports and small observational studies indicate a highly increased risk of disease reactivation after discontinuation. We aimed to investigate the risk of radiological disease reactivation in patients discontinuing fingolimod. We performed a nationwide cohort study in Denmark, including patients who discontinued fingolimod between January 2014 and January 2023. Eligibility was a diagnosis with relapsing-remitting multiple sclerosis and two MRIs performed respectively within 1 year before and after discontinuing fingolimod. The included patients were compared with those discontinuing dimethyl fumarate with the same eligibility criteria in an unadjusted and matched propensity score analysis. Matching was done on age, sex, Expanded Disability Status Scale, MRI data, cause for treatment discontinuation, treatment duration and relapse rate. The main outcome was the presence of new T2 lesions on the first MRI after treatment discontinuation. To identify high-risk patients among those discontinuing fingolimod, we made a predictive model assessing risk factors for obtaining new T2 lesions. Of 1324 patients discontinuing fingolimod in the study period, 752 were eligible for inclusion [mean age (standard deviation), years, 41 (10); 552 females (73%); median Expanded Disability Status Scale (Q1-Q3), 2.5 (2.0-3.5); mean disease duration (standard deviation), years, 12 (8)]. Of 2044 patients discontinuing dimethyl fumarate in the study period, 957 were eligible for inclusion, presenting similar baseline characteristics. Among patients discontinuing fingolimod, 127 (17%) had 1-2 new T2 lesions, and 124 (17%) had ≥3 new T2 lesions compared with 114 (12%) and 45 (5%), respectively, for those discontinuing dimethyl fumarate, corresponding to odds ratios (95% confidence interval) of 1.8 (1.3-2.3) and 4.4 (3.1-6.3). The predictive model, including 509 of the 752 patients discontinuing fingolimod, showed a highly increased risk of new T2 lesions among those with disease activity during fingolimod treatment and among females under 40 years. This nationwide study suggests that discontinuing fingolimod in some cases carries a risk of developing new T2 lesions, emphasizing the importance of clinical awareness. If feasible, clinicians should prioritize the prompt initiation of new disease-modifying therapies, particularly among young females.
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Affiliation(s)
- Malthe Faurschou Wandall-Holm
- Department of Neurology, Danish Multiple Sclerosis Registry, Copenhagen University Hospital—Rigshospitalet, Glostrup DK-2600, Denmark
| | - Rolf Pringler Holm
- Department of Neurology, Danish Multiple Sclerosis Registry, Copenhagen University Hospital—Rigshospitalet, Glostrup DK-2600, Denmark
| | - Alex Heick
- Department of Neurology, Danish Multiple Sclerosis Center, Copenhagen University Hospital—Rigshospitalet, Glostrup DK-2600, Denmark
| | - Annika Reynberg Langkilde
- Department of Radiology, Diagnostic Centre, Copenhagen University Hospital, Rigshospitalet, Copenhagen DK-2100, Denmark
| | - Melinda Magyari
- Department of Neurology, Danish Multiple Sclerosis Registry, Copenhagen University Hospital—Rigshospitalet, Glostrup DK-2600, Denmark
- Department of Neurology, Danish Multiple Sclerosis Center, Copenhagen University Hospital—Rigshospitalet, Glostrup DK-2600, Denmark
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Janbek J, Laursen TM, Frimodt-Møller N, Magyari M, Haas JG, Lathe R, Waldemar G. Risk of Major Types of Dementias Following Hospital-Diagnosed Infections and Autoimmune Diseases. J Alzheimers Dis 2024; 98:1503-1514. [PMID: 38640163 DOI: 10.3233/jad-231349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/21/2024]
Abstract
Background Population-based studies have shown an increased risk of dementia after infections, but weaker links were reported for autoimmune diseases. Evidence is scarce for whether the links may be modified by the dementia or exposure subtype. Objective We aimed to investigate the association between infections and/or autoimmune diseases and rates of major types of dementias in the short- and long terms. Methods Nationwide nested case-control study of dementia cases (65+ years) diagnosed in Denmark 2016-2020 and dementia-free controls. Exposures were hospital-diagnosed infections and autoimmune diseases in the preceding 35 years. Two groups of dementia cases were those diagnosed in memory clinics (MC) and those diagnosed outside memory clinics (non-memory clinic cases, NMC). Results In total, 26,738 individuals were MC and 12,534 were NMC cases. Following any infection, the incidence rate ratio (IRR) for MC cases was 1.23 (95% CI 1.20-1.27) and 1.70 for NMC cases (1.62-1.76). Long-term increased rates were seen for vascular dementia and NMC cases. IRRs for autoimmune diseases were overall statistically insignificant. Conclusions Cases with vascular dementia and not Alzheimer's disease, and a subgroup of cases identified with poorer health have increased long-term risk following infections. Autoimmune diseases were not associated with any type of dementia. Notably increased risks (attributed to the short term) and for NMC cases may indicate that immunosenescence rather than de novo infection explains the links. Future focus on such groups and on the role of vascular pathology will explain the infection-dementia links, especially in the long term.
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Affiliation(s)
- Janet Janbek
- Department of Neurology, Danish Dementia Research Centre, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
| | - Thomas Munk Laursen
- Department of Economics and Business Economics, National Centre for Register-based Research, Aarhus BSS, Aarhus University, Aarhus, Denmark
| | - Niels Frimodt-Møller
- Department of Clinical Microbiology, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen N, Denmark
| | - Melinda Magyari
- Department of Clinical Medicine, University of Copenhagen, Copenhagen N, Denmark
- Department of Neurology, Danish Multiple Sclerosis Center, Copenhagen University Hospital-Rigshospitalet, Glostrup, Denmark
| | - Jürgen G Haas
- Division of Infection Medicine, University of Edinburgh, Edinburgh, UK
| | - Richard Lathe
- Division of Infection Medicine, University of Edinburgh, Edinburgh, UK
| | - Gunhild Waldemar
- Department of Neurology, Danish Dementia Research Centre, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen N, Denmark
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11
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Koch-Henriksen NI, Thygesen LC, Sørensen PS, Magyari M. Using instrumental variables to correct for bias in real-world cohort studies of the effects of disease-modifying treatment in MS. Mult Scler 2024; 30:113-120. [PMID: 37787012 DOI: 10.1177/13524585231201423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
BACKGROUND Estimating the effect of disease-modifying treatment of MS in observational studies is impaired by bias from unmeasured confounders, in particular indication bias. OBJECTIVE To show how instrumental variables (IVs) reduce bias. METHODS All patients with relapsing onset of MS 1996-2010, identified by the nationwide Danish Multiple Sclerosis Registry, were followed from onset. Exposure was treatment index throughout the first 12 years from onset, defined as a cumulative function of months without and with medium- or high-efficacy treatment, and outcomes were hazard ratios (HRs) per unit treatment index for sustained Expanded Disability Scale Score (EDSS) 4 and 6 adjusted for age at onset and sex, without and with an IV. We used the onset cohort (1996-2000; 2001-2005; 2006-2010) as an IV because treatment index increased across the cohorts. RESULTS We included 6014 patients. With conventional Cox regression, HRs for EDSS 4 and 6 were 1.15 [95% CI: 1.13-1.18] and 1.17 [1.13-1.20] per unit treatment index. Only with IVs, we confirmed a beneficial effect of treatment with HRs of 0.86 [0.81-0.91] and 0.82 [0.74-0.90]. CONCLUSION The use of IVs eliminates indication bias and confirms that treatment is effective in delaying disability. IVs could, under some circumstances, be an alternative to marginal structural models.
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Affiliation(s)
| | - Lau Caspar Thygesen
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
| | - Per Soelberg Sørensen
- The Danish Multiple Sclerosis Centre, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Melinda Magyari
- The Danish Multiple Sclerosis Registry, Rigshospitalet, Copenhagen, Denmark
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12
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Dalla Costa G, Nos C, Zabalza A, Buron M, Magyari M, Sellebjerg F, Guerrero AI, Roselli L, La Porta ML, Martinis M, Bailon R, Kontaxis S, Laporta E, Garcia E, Pokorny FB, Schuller BW, Folarin A, Stewart C, Leocani L, Vairavan S, Cummins N, Dobson R, Hotopf M, Narayan V, Montalban X, Sorensen PS, Comi G. A wearable device perspective on the standard definitions of disability progression in multiple sclerosis. Mult Scler 2024; 30:103-112. [PMID: 38084497 DOI: 10.1177/13524585231214362] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2023]
Abstract
INTRODUCTION Multiple sclerosis (MS) is a leading cause of disability among young adults, but standard clinical scales may not accurately detect subtle changes in disability occurring between visits. This study aims to explore whether wearable device data provides more granular and objective measures of disability progression in MS. METHODS Remote Assessment of Disease and Relapse in Central Nervous System Disorders (RADAR-CNS) is a longitudinal multicenter observational study in which 400 MS patients have been recruited since June 2018 and prospectively followed up for 24 months. Monitoring of patients included standard clinical visits with assessment of disability through use of the Expanded Disability Status Scale (EDSS), 6-minute walking test (6MWT) and timed 25-foot walk (T25FW), as well as remote monitoring through the use of a Fitbit. RESULTS Among the 306 patients who completed the study (mean age, 45.6 years; females 67%), confirmed disability progression defined by the EDSS was observed in 74 patients, who had approximately 1392 fewer daily steps than patients without disability progression. However, the decrease in the number of steps experienced over time by patients with EDSS progression and stable patients was not significantly different. Similar results were obtained with disability progression defined by the 6MWT and the T25FW. CONCLUSION The use of continuous activity monitoring holds great promise as a sensitive and ecologically valid measure of disability progression in MS.
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Affiliation(s)
| | - Carlos Nos
- Servei de Neurologia-Neuroimmunologia, Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Ana Zabalza
- Servei de Neurologia-Neuroimmunologia, Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Mathias Buron
- Department of Neurology, Danish Multiple Sclerosis Center, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Melinda Magyari
- Department of Neurology, Danish Multiple Sclerosis Center, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Finn Sellebjerg
- Department of Neurology, Danish Multiple Sclerosis Center, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Ana Isabel Guerrero
- Servei de Neurologia-Neuroimmunologia, Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | | | | | | | - Raquel Bailon
- Biomedical Signal Interpretation & Computational Simulation (BSICoS) Group, Aragon Institute of Engineering Research (I3A), IIS Aragon, University of Zaragoza, Zaragoza, Spain
- Centro de Investigacion Biomedica en Red en Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Madrid, Spain
| | - Spyridon Kontaxis
- Biomedical Signal Interpretation & Computational Simulation (BSICoS) Group, Aragon Institute of Engineering Research (I3A), IIS Aragon, University of Zaragoza, Zaragoza, Spain
- Centro de Investigacion Biomedica en Red en Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Madrid, Spain
| | - Estela Laporta
- Biomedical Signal Interpretation & Computational Simulation (BSICoS) Group, Aragon Institute of Engineering Research (I3A), IIS Aragon, University of Zaragoza, Zaragoza, Spain
- Centro de Investigacion Biomedica en Red en Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Madrid, Spain
| | - Esther Garcia
- Centro de Investigacion Biomedica en Red en Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Madrid, Spain
- Department of Microelectronics and Electronic Systems, Autonomous University of Barcelona, Barcelona, Spain
| | - Florian B Pokorny
- Chair of Embedded Intelligence for Healthcare and Wellbeing, University of Augsburg, Augsburg, Germany
- Division of Phoniatrics, Medical University of Graz, Graz, Austria
| | - Björn W Schuller
- Chair of Embedded Intelligence for Healthcare and Wellbeing, University of Augsburg, Augsburg, Germany
- Group on Language, Audio & Music, Imperial College London, London, UK
| | - Amos Folarin
- Department of Biostatistics & Health informatics, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
- Institute of Health Informatics, University College London, London, UK
| | - Callum Stewart
- Department of Biostatistics & Health informatics, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
- Institute of Health Informatics, University College London, London, UK
| | | | - Srinivasan Vairavan
- Janssen Research and Development LLC, Janssen Global Services, LLC, Titusville, NJ, USA
| | - Nicholas Cummins
- Department of Biostatistics & Health informatics, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Richard Dobson
- Department of Biostatistics & Health informatics, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Matthew Hotopf
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Vaibhav Narayan
- Janssen Research and Development LLC, Janssen Global Services, LLC, Titusville, NJ, USA
| | - Xavier Montalban
- Servei de Neurologia-Neuroimmunologia, Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Per Soelberg Sorensen
- Department of Neurology, Danish Multiple Sclerosis Center, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Giancarlo Comi
- Vita-Salute San Raffaele University, Milan, Italy/Multiple Sclerosis Center, Casa di Cura Igea, Milan, Italy
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13
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Spelman T, Magyari M, Butzkueven H, Van Der Walt A, Vukusic S, Trojano M, Iaffaldano P, Horáková D, Drahota J, Pellegrini F, Hyde R, Duquette P, Lechner-Scott J, Sajedi SA, Lalive P, Shaygannejad V, Ozakbas S, Eichau S, Alroughani R, Terzi M, Girard M, Kalincik T, Grand'Maison F, Skibina O, Khoury SJ, Yamout B, Sa MJ, Gerlach O, Blanco Y, Karabudak R, Oreja-Guevara C, Altintas A, Hughes S, McCombe P, Ampapa R, de Gans K, McGuigan C, Soysal A, Prevost J, John N, Inshasi J, Stawiarz L, Manouchehrinia A, Forsberg L, Sellebjerg F, Glaser A, Pontieri L, Joensen H, Rasmussen PV, Sejbaek T, Poulsen MB, Christensen JR, Kant M, Stilund M, Mathiesen H, Hillert J. Predictors of treatment switching in the Big Multiple Sclerosis Data Network. Front Neurol 2023; 14:1274194. [PMID: 38187157 PMCID: PMC10771327 DOI: 10.3389/fneur.2023.1274194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 11/27/2023] [Indexed: 01/09/2024] Open
Abstract
Background Treatment switching is a common challenge and opportunity in real-world clinical practice. Increasing diversity in disease-modifying treatments (DMTs) has generated interest in the identification of reliable and robust predictors of treatment switching across different countries, DMTs, and time periods. Objective The objective of this retrospective, observational study was to identify independent predictors of treatment switching in a population of relapsing-remitting MS (RRMS) patients in the Big Multiple Sclerosis Data Network of national clinical registries, including the Italian MS registry, the OFSEP of France, the Danish MS registry, the Swedish national MS registry, and the international MSBase Registry. Methods In this cohort study, we merged information on 269,822 treatment episodes in 110,326 patients from 1997 to 2018 from five clinical registries. Patients were included in the final pooled analysis set if they had initiated at least one DMT during the relapsing-remitting MS (RRMS) stage. Patients not diagnosed with RRMS or RRMS patients not initiating DMT therapy during the RRMS phase were excluded from the analysis. The primary study outcome was treatment switching. A multilevel mixed-effects shared frailty time-to-event model was used to identify independent predictors of treatment switching. The contributing MS registry was included in the pooled analysis as a random effect. Results Every one-point increase in the Expanded Disability Status Scale (EDSS) score at treatment start was associated with 1.08 times the rate of subsequent switching, adjusting for age, sex, and calendar year (adjusted hazard ratio [aHR] 1.08; 95% CI 1.07-1.08). Women were associated with 1.11 times the rate of switching relative to men (95% CI 1.08-1.14), whilst older age was also associated with an increased rate of treatment switching. DMTs started between 2007 and 2012 were associated with 2.48 times the rate of switching relative to DMTs that began between 1996 and 2006 (aHR 2.48; 95% CI 2.48-2.56). DMTs started from 2013 onwards were more likely to switch relative to the earlier treatment epoch (aHR 8.09; 95% CI 7.79-8.41; reference = 1996-2006). Conclusion Switching between DMTs is associated with female sex, age, and disability at baseline and has increased in frequency considerably in recent years as more treatment options have become available. Consideration of a patient's individual risk and tolerance profile needs to be taken into account when selecting the most appropriate switch therapy from an expanding array of treatment choices.
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Affiliation(s)
- Tim Spelman
- Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
- MSBase Foundation, Melbourne, VIC, Australia
| | - Melinda Magyari
- The Danish Multiple Sclerosis Registry, Copenhagen University Hospital, Rigshospitalet, Glostrup, Denmark
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital Rigshospitalet, Glostrup, Copenhagen, Denmark
| | - Helmut Butzkueven
- MSBase Foundation, Melbourne, VIC, Australia
- MS and Neuroimmunology Research, Central Clinical School, Alfred and Box Hill Hospitals, Monash University, Melbourne, VIC, Australia
| | - Anneke Van Der Walt
- MSBase Foundation, Melbourne, VIC, Australia
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Sandra Vukusic
- Service de Neurologie, Sclérose en Plaques, Pathologies de la Myéline et Neuro-Inflammation, Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Lyon, France
- Centre des Neurosciences de Lyon, L'Institut national de la santé et de la recherche médicale 1028 et Centre national de la recherche scientifique joint research units5292, Lyon, France
- Faculté de Médicine Lyon-Est, Université Claude Bernard Lyon 1, Villeurbanne, Auvergne-Rhône-Alpes, France
| | - Maria Trojano
- Department of Basic Medical Sciences, Neurosciences and Sense Organs, University of Bari Aldo Moro, Bari, Italy
| | - Pietro Iaffaldano
- Department of Translational Biomedicine and Neuroscience, DiBraiN, University of Bari Aldo Moro, Bari, Italy
| | - Dana Horáková
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czechia
| | - Jirí Drahota
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czechia
| | - Fabio Pellegrini
- Biogen International GmbH, Zug, Switzerland
- Biogen Digital Health, Biogen Spain, Madrid, Spain
| | | | - Pierre Duquette
- University of Montreal Hospital Research Centre and Universite de Montreal, Montreal, QC, Canada
| | - Jeannette Lechner-Scott
- University Newcastle, Callaghan, NSW, Australia
- Hunter Medical Research Institute, Hunter New England Health, John Hunter Hospital, New Lambton Heights, NSW, Australia
| | - Seyed Aidin Sajedi
- Department of Neurology, Neuroscience Research Center, Golestan University of Medical Sciences, Gogan, Iran
| | - Patrice Lalive
- Faculty of Medicine, Division of Neurology, Geneva University Hospital, Geneva, Switzerland
| | | | | | - Sara Eichau
- Department of Neurology, Hospital Universitario Virgen Macarena, Sevilla, Spain
| | - Raed Alroughani
- Division of Neurology, Department of Medicine, Amiri Hospital, Sharq, Kuwait
| | - Murat Terzi
- Medical Faculty, 19 Mayis University, Samsun, Türkiye
| | - Marc Girard
- University of Montreal Hospital Research Centre and Universite de Montreal, Montreal, QC, Canada
| | - Tomas Kalincik
- Clinical Outcomes Research Unit, Department of Medicine, University of Melbourne, Melbourne, VIC, Australia
| | | | - Olga Skibina
- MS and Neuroimmunology Research, Central Clinical School, Alfred and Box Hill Hospitals, Monash University, Melbourne, VIC, Australia
| | - Samia J. Khoury
- Nehme and Therese Tohme Multiple Sclerosis Center, American University of Beirut Medical Center, Beirut, Lebanon
| | - Bassem Yamout
- Nehme and Therese Tohme Multiple Sclerosis Center, American University of Beirut Medical Center, Beirut, Lebanon
| | - Maria Jose Sa
- Department of Neurology, Faculty of Health Sciences, University Fernando Pessoa, Porto, Portugal
| | - Oliver Gerlach
- Academic MS Center Zuyderland, Department of Neurology, Zuyderland Medical Center, Sittard-Geleen, Netherlands
| | - Yolanda Blanco
- Center of Neuroimmunology, Service of Neurology, Hospital Clinic de Barcelona, Barcelona, Spain
| | | | | | - Ayse Altintas
- Department of Neurology, School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Türkiye
| | | | | | | | | | | | - Aysun Soysal
- Bakirkoy Education and Research Hospital for Psychiatric and Neurological Diseases, Istanbul, Türkiye
| | | | - Nevin John
- Monash Health, Melbourne, VIC, Australia
| | | | - Leszek Stawiarz
- Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
| | - Ali Manouchehrinia
- Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
| | - Lars Forsberg
- Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
| | - Finn Sellebjerg
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital Rigshospitalet, Glostrup, Copenhagen, Denmark
| | - Anna Glaser
- Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
| | - Luigi Pontieri
- The Danish Multiple Sclerosis Registry, Copenhagen University Hospital, Rigshospitalet, Glostrup, Denmark
| | - Hanna Joensen
- The Danish Multiple Sclerosis Registry, Copenhagen University Hospital, Rigshospitalet, Glostrup, Denmark
| | | | - Tobias Sejbaek
- Department of Neurology, Southwest Jutland Hospital, University Hospital of Southern Denmark, Esbjerg, Denmark
| | - Mai Bang Poulsen
- Department of Neurology, Nordsjællands Hospital, Hillerød, Denmark
| | - Jeppe Romme Christensen
- The Danish Multiple Sclerosis Registry, Copenhagen University Hospital, Rigshospitalet, Glostrup, Denmark
| | - Matthias Kant
- Department of Neurology, Hospital of Southern Jutland, University of Southern Denmark, Aabenraa, Denmark
| | - Morten Stilund
- Department of Neurology, Physiotherapy and Occupational Therapy, Gødstrup Hospital, Herning, Denmark
- NIDO | Centre for Research and Education, Gødstrup Hospital, Herning, Denmark
| | - Henrik Mathiesen
- Department of Neurology, Copenhagen University Hospital Herlev and Gentofte, København, Denmark
| | - Jan Hillert
- Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
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14
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Roar M, Nielsen ARH, Berg JM, Sirakov G, Stilund M, Schäfer J, Ratzer R, Frederiksen J, Asgari N, Ashna SN, Jensen HB, Kant M, Theódorsdóttir Á, Illes Z, Sellebjerg F, Magyari M, Schlosser LM, Nordborg H, Wergeland S, Sejbaek T. Discontinuation of dimethyl fumarate in multiple sclerosis - a nationwide study. Mult Scler Relat Disord 2023; 80:105127. [PMID: 37956521 DOI: 10.1016/j.msard.2023.105127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 08/18/2023] [Accepted: 11/04/2023] [Indexed: 11/15/2023]
Abstract
BACKGROUND Adherence is a prerequisite for the efficacy of any drug, and previous studies have shown that non-adherence is associated with disease activity and increased health care cost in multiple sclerosis (MS). The aim of this study was to investigate rates and reasons for discontinuation of dimethyl fumarate (DMF) among people with MS on a national level and differences between clinics in Denmark. METHODS This was a nationwide, registry and population study of patients treated with DMF. We calculated standard residuals (SR) demonstrate differences between clinics. For survival analysis regarding discontinuation rates and discontinuation due to specific AEs we used log-rank test Cox-proportional hazards and plotted Kaplan-Meier graphics. RESULTS We included 2,448 people with MS, treated with DMF from 2013 to 2020. Average treatment duration was 26 months (5,382 treatment years). 49.2 % of patients who initiated treatment with DMF (n = 1205) were continuously treated. Reasons for discontinuation were adverse events (54.5 %, n = 656), active disease (26.1 %, n = 315), pregnancy (9.4 %, n = 113) or other reasons (13.2 %, n = 159). We compared SR to the mean regarding reasons for discontinuation and found significant differences between sites regarding gastrointestinal adverse events, flushing and lymphopenia. Discontinuation due to all adverse events, flushing and lymphopenia were more frequent in female than male patients. CONCLUSION In this population-based study, we found major differences between the MS clinics in rates and reason for discontinuation of DMF. Our results suggest that management strategies during DMF treatment can reduce discontinuation rates.
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Affiliation(s)
- Malte Roar
- Department of Neurology, Aalborg University Hospital, Denmark
| | | | | | - Georgi Sirakov
- Department of Neurology and Physiotheraphy, Gødstrup Hospital, Herning, Denmark
| | - Morten Stilund
- Department of Neurology and Physiotheraphy, Gødstrup Hospital, Herning, Denmark; Department of Neurology, Aarhus University Hospitalt, Aarhus, Denmark
| | - Jakob Schäfer
- Department of Neurology, Aalborg University Hospital, Denmark
| | - Rikke Ratzer
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark
| | - Jette Frederiksen
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Nasrin Asgari
- Department of Neurology, Slagelse and Institute of Regional Health Research, and Institute of Molecular Medicine, University of Southern Denmark, Odense, Denmark
| | - Said Nasim Ashna
- Department of Neurology, Zealand University Hospital, Roskilde, Denmark
| | - Henrik Boye Jensen
- Department of Neurology, Lillebaelt Hospital, Kolding, Denmark; The Norwegian Multiple Sclerosis Registry and Biobank, Haukeland University Hospital, Bergen, Norway; BRIDGE, Brain Research - Inter Disciplinary Guided Excellence, Department of Regional Health Research, University of Southern Denmark
| | - Matthias Kant
- Department of Neurology, Hospital of Southern Jutland, Sønderborg, Denmark
| | | | - Zsolt Illes
- Department of Neurology, Odense University Hospital, Odense, Denmark
| | - Finn Sellebjerg
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Melinda Magyari
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Louise Mose Schlosser
- Department of Neurology, Hospital Southwest Jutland, University Hospital of Southern Denmark, Esbjerg, Denmark
| | - Hilde Nordborg
- Department of Clinical Medicine, Faculty of Medicine, University of Bergen, Bergen, Norway
| | - Stig Wergeland
- Department of Clinical Medicine, Faculty of Medicine, University of Bergen, Bergen, Norway; The Norwegian Multiple Sclerosis Registry and Biobank, Haukeland University Hospital, Bergen, Norway
| | - Tobias Sejbaek
- Department of Neurology, Hospital Southwest Jutland, University Hospital of Southern Denmark, Esbjerg, Denmark; The Norwegian Multiple Sclerosis Registry and Biobank, Haukeland University Hospital, Bergen, Norway; BRIDGE, Brain Research - Inter Disciplinary Guided Excellence, Department of Regional Health Research, University of Southern Denmark; MS Alliance of Southern Denmark, Denmark.
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Butzkueven H, Hillert J, Soilu-Hänninen M, Ziemssen T, Kuhle J, Wergeland S, Magyari M, Berger JR, Moore N, Aydemir A, Bezemer I, Sabidó M. The CLARION study: first report on safety findings in patients newly initiating treatment with cladribine tablets or fingolimod for multiple sclerosis. Curr Med Res Opin 2023; 39:1367-1374. [PMID: 37675878 DOI: 10.1080/03007995.2023.2256220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Revised: 09/01/2023] [Accepted: 09/04/2023] [Indexed: 09/08/2023]
Abstract
OBJECTIVES As part of the CLARION study: (1) characterize the incidence of severe infections, herpes zoster, and malignancies in patients newly initiating cladribine or fingolimod for relapsing multiple sclerosis (MS); (2) estimate the incidence of severe lymphopenia among cladribine users; and (3) describe prior/subsequent disease-modifying therapy (DMT) in both cohorts. METHODS Patients were identified from seven participating MS registries/data sources. The incidence rate (IR) of each outcome per 1000 patient-years and its 95% confidence interval (95%CI) were estimated for cohorts using Poisson regression. RESULTS By cut-off date (01-April-2020), 742 cladribine and 867 fingolimod users were included. Mean follow-up was ∼1 year. The IR for severe infections from all contributing sources (except Denmark) was: cladribine, 7.37 (2.76,19.6); fingolimod, 6.55 (2.46,17.4). The corresponding IR for herpes zoster was 5.51 (1.78,17.1) and 3.27 (0.82,13.1), respectively, while values for opportunistic infections were 0 (0,6.76) and 1.63 (0.23,11.6), respectively. There were no events of progressive multifocal leukoencephalopathy in either cohort. The IR of severe lymphopenia was 63.9 (40.7,100.1) in 349 cladribine users from contributing sources. The IR of malignancies (cut-off date 01-April-2022) was 3.55 (1.59,7.90) for the cladribine cohort (n = 1035) and 3.55 (1.48,8.52) for the fingolimod cohort (n = 843) from three MS registries/data sources. In the combined data sources, 36.8% of cladribine and 27.4% of fingolimod users were DMT-naïve; after initiation of study treatment, 2.5% and 20.2% switched to another DMT, respectively. CONCLUSION No new safety signal was observed in patients treated with cladribine tablets, although results are limited by a relatively short duration of follow-up.
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Affiliation(s)
- Helmut Butzkueven
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
- The Alfred Hospital, Melbourne, VIC, Australia
| | - Jan Hillert
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Merja Soilu-Hänninen
- Turku University Hospital Neurocenter and Division of Clinical Neurosciences, University of Turku, Turku, Finland
| | - Tjalf Ziemssen
- Center of Clinical Neuroscience, Department of Neurology, Dresden University of Technology, Dresden, Germany
| | - Jens Kuhle
- Multiple Sclerosis Center and Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), Departments of Biomedicine and Clinical Research, University Hospital and University of Basel, Basel, Switzerland
- Department of Neurology, University Hospital and University of Basel, Basel, Switzerland
| | - Stig Wergeland
- Norwegian MS Registry and Biobank, Department of Neurology, Haukeland University Hospital, Bergen, Norway
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Melinda Magyari
- Danish Multiple Sclerosis Center and the Danish Multiple Sclerosis Registry, Department of Neurology, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Joseph R Berger
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Nicholas Moore
- Bordeaux PharmacoEpi (BPE), Université de Bordeaux, Bordeaux, France
| | - Aida Aydemir
- EMD Serono Research & Development Institute, Inc, Billerica, MA, USA, an affiliate of Merck KGaA
| | - Irene Bezemer
- Global Epidemiology, IQVIA, Amsterdam, The Netherlands
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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] [What about the content of this article? (0)] [Affiliation(s)] [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.
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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
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Janbek J, Laursen TM, Frimodt-Møller N, Magyari M, Haas JG, Lathe R, Waldemar G. Hospital-Diagnosed Infections, Autoimmune Diseases, and Subsequent Dementia Incidence. JAMA Netw Open 2023; 6:e2332635. [PMID: 37676660 PMCID: PMC10485730 DOI: 10.1001/jamanetworkopen.2023.32635] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Accepted: 08/01/2023] [Indexed: 09/08/2023] Open
Abstract
Importance Systemic inflammation has been suggested to explain reported associations between infections and dementia. Associations between autoimmune diseases and dementia also suggest a role for peripheral systemic inflammation. Objective To investigate the associations of infections and autoimmune diseases with subsequent dementia incidence and to explore potential shared signals presented by the immune system in the 2 conditions. Design, Setting, and Participants This nationwide, population-based, registry-based cohort study was conducted between 1978 and 2018 (40-year study period). All Danish residents born 1928 to 1953, alive and in Denmark on January 1, 1978, and at age 65 years were included. Persons with prior registered dementia and those with HIV infections were excluded. Data were analyzed between May 2022 and January 2023. Exposures Hospital-diagnosed infections and autoimmune diseases. Main Outcomes and Measures All-cause dementia, defined as the date of a first registered dementia diagnosis after age 65 years in the registries. Poisson regression with person-years at risk as an offset variable was used to analyze time to first dementia diagnosis. Results A total of 1 493 896 individuals (763 987 women [51%]) were followed for 14 093 303 person-years (677 147 [45%] with infections, 127 721 [9%] with autoimmune diseases, and 75 543 [5%] with dementia). Among individuals with infections, 343 504 (51%) were men, whereas among those with autoimmune diseases, 77 466 (61%) were women. The dementia incidence rate ratio (IRR) following any infection was 1.49 (95% CI, 1.47-1.52) and increased along with increasing numbers of infections in a dose-dependent manner. Dementia rates were increased for all infection sites in the short term, but not always in the long term. The dementia IRR following any autoimmune disease was 1.04 (95% CI, 1.01-1.06), but no dose-dependent increase was observed, and only a few autoimmune conditions showed increased IRRs for dementia. Conclusions and Relevance These findings may point toward a role for infection-specific processes in the development of dementia, rather than general systemic inflammation, as previously hypothesized. Assessing these 2 conditions in a single setting may allow for additional insights into their roles in dementia and for hypotheses on possible underlying mechanisms.
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Affiliation(s)
- Janet Janbek
- Danish Dementia Research Centre, Department of Neurology, Copenhagen University Hospital–Rigshospitalet, Copenhagen, Denmark
| | - Thomas Munk Laursen
- National Centre for Register-Based Research, Department of Economics and Business Economics, Aarhus BSS, Aarhus University, Aarhus, Denmark
| | - Niels Frimodt-Møller
- Department of Clinical Microbiology, Copenhagen University Hospital– Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Melinda Magyari
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital–Rigshospitalet, Glostrup, Denmark
| | - Jürgen G. Haas
- Division of Infection Medicine, University of Edinburgh, Edinburgh, United Kingdom
| | - Richard Lathe
- Division of Infection Medicine, University of Edinburgh, Edinburgh, United Kingdom
| | - Gunhild Waldemar
- Danish Dementia Research Centre, Department of Neurology, Copenhagen University Hospital–Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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Ammitzbøll C, Dyrby TB, Börnsen L, Schreiber K, Ratzer R, Romme Christensen J, Iversen P, Magyari M, Lundell H, Jensen PEH, Sørensen PS, Siebner HR, Sellebjerg F. NfL and GFAP in serum are associated with microstructural brain damage in progressive multiple sclerosis. Mult Scler Relat Disord 2023; 77:104854. [PMID: 37418931 DOI: 10.1016/j.msard.2023.104854] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 06/04/2023] [Accepted: 06/22/2023] [Indexed: 07/09/2023]
Abstract
BACKGROUND The potential of neurofilament light chain (NfL) and glial fibrillary acidic protein (GFAP) as biomarkers of disease activity and severity in progressive forms of multiple sclerosis (MS) is unclear. OBJECTIVE To investigate the relationship between serum concentrations of NfL, GFAP, and magnetic resonance imaging (MRI) in progressive MS. METHODS Serum concentrations of NfL and GFAP were measured in 32 healthy controls and 32 patients with progressive MS from whom clinical and MRI data including diffusion tensor imaging (DTI) were obtained during three years of follow-up. RESULTS Serum concentrations of NfL and GFAP at follow-up were higher in progressive MS patients than in healthy controls and serum NfL correlated with the EDSS score. Decreasing fractional anisotropy (FA) in normal-appearing white matter (NAWM) correlated with worsening EDSS scores and higher serum NfL. Higher serum NfL and increasing T2 lesion volume correlated with worsening paced autitory serial addition test scores. In multivariable regression analyses with serum GFAP and NfL as independent factors and DTI measures of NAWM as dependent factors, we showed that high serum NfL at follow-up was independently associated with decreasing FA and increasing MD in NAWM. Moreover, we found that high serum GFAP was independently associated with decreasing MD in NAWM and with decreasing MD and increasing FA in cortical gray matter. CONCLUSION Serum concentrations of NfL and GFAP are increased in progressive MS and are associated with distinct microstructural changes in NAWM and CGM.
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Affiliation(s)
- C Ammitzbøll
- Danish Multiple Sclerosis Center, Copenhagen University Hospital - Rigshospitalet, Valdemar Hansens Vej 17, Glostrup 2600, Denmark.
| | - T B Dyrby
- Danish Research Centre for Magnetic Resonance, Centre for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital - Amager and Hvidovre, Hvidovre, Denmark; Department of Applied Mathematics and Computer Science, Technical University of Denmark, Lyngby, Denmark
| | - L Börnsen
- Danish Multiple Sclerosis Center, Copenhagen University Hospital - Rigshospitalet, Valdemar Hansens Vej 17, Glostrup 2600, Denmark
| | - K Schreiber
- Danish Multiple Sclerosis Center, Copenhagen University Hospital - Rigshospitalet, Valdemar Hansens Vej 17, Glostrup 2600, Denmark
| | - R Ratzer
- Danish Multiple Sclerosis Center, Copenhagen University Hospital - Rigshospitalet, Valdemar Hansens Vej 17, Glostrup 2600, Denmark
| | - J Romme Christensen
- Danish Multiple Sclerosis Center, Copenhagen University Hospital - Rigshospitalet, Valdemar Hansens Vej 17, Glostrup 2600, Denmark
| | - P Iversen
- Danish Research Centre for Magnetic Resonance, Centre for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital - Amager and Hvidovre, Hvidovre, Denmark
| | - M Magyari
- Danish Multiple Sclerosis Center, Copenhagen University Hospital - Rigshospitalet, Valdemar Hansens Vej 17, Glostrup 2600, Denmark
| | - H Lundell
- Danish Research Centre for Magnetic Resonance, Centre for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital - Amager and Hvidovre, Hvidovre, Denmark
| | - P E H Jensen
- Danish Multiple Sclerosis Center, Copenhagen University Hospital - Rigshospitalet, Valdemar Hansens Vej 17, Glostrup 2600, Denmark
| | - P S Sørensen
- Danish Multiple Sclerosis Center, Copenhagen University Hospital - Rigshospitalet, Valdemar Hansens Vej 17, Glostrup 2600, Denmark
| | - H R Siebner
- Danish Research Centre for Magnetic Resonance, Centre for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital - Amager and Hvidovre, Hvidovre, Denmark; Department of Neurology, Copenhagen University Hospital - Bispebjerg and Frederiksberg, Copenhagen, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - F Sellebjerg
- Danish Multiple Sclerosis Center, Copenhagen University Hospital - Rigshospitalet, Valdemar Hansens Vej 17, Glostrup 2600, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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Windfeld-Mathiasen J, Horwitz H, Andersen JB, Framke E, Gade C, Andersen JT, Magyari M. Interferon-beta exposure in-utero and the risk of infections in early childhood. Mult Scler Relat Disord 2023; 77:104867. [PMID: 37423048 DOI: 10.1016/j.msard.2023.104867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 06/09/2023] [Accepted: 06/29/2023] [Indexed: 07/11/2023]
Abstract
BACKGROUND Knowledge within the field of multiple sclerosis treatment during pregnancy is vital to ensure the most optimal clinical practice. Immunomodulatory treatment in pregnancy could in theory affect the normal development and maturation of the immune system of the fetus with a potential increased risk of infections, consequently. We therefore set out to investigate whether exposure to interferon-beta in utero affected the risk of acquiring infections in early childhood. METHODS This retrospective matched cohort study utilized data from the Danish Multiple Sclerosis Registry linked with national Danish registries to identify all children born of mothers with MS in Denmark from 1998 to 2018. The study included 510 children exposed to interferon-beta in utero. The children were matched 1:1 on various of demographic characteristics with children born to mothers with untreated MS and 1:3 with children born to mothers without MS. Each child was followed for up to five years. Using individual-level data, we investigated all-cause mortality, rate of hospital admissions due to infections, and redeemed prescriptions of antibiotics. The primary statistical model applied was a negative binomial regression analysis. RESULTS We found no differences in childhood mortality, for hospital admissions the rate ratio compared to healthy controls was 0.79 (0.62-1.00). Regarding antibiotic prescriptions, the results were similar (RR 1.00 (0.90-1.11). Furthermore, we found no certain dose-response relationship between interferon-beta exposure duration and hospital admission rate (P = 0.47) or redeemed antibiotic prescription (P = 0.71). CONCLUSION Exposure to interferon-beta during gestation has little to no impact on the risk of acquiring significant infections during the first five years of childhood.
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Affiliation(s)
- Josefine Windfeld-Mathiasen
- Department of Clinical Pharmacology, Bispebjerg and Frederiksberg Hospital, Bispebjerg Bakke 23, Copenhagen 2400, Denmark; Danish Multiple Sclerosis Registry, Department of Neurology, University Hospital-Rigshospitalet, Glostrup, Copenhagen, Denmark.
| | - Henrik Horwitz
- Department of Clinical Pharmacology, Bispebjerg and Frederiksberg Hospital, Bispebjerg Bakke 23, Copenhagen 2400, Denmark; Department of Clinical Medicine, University of Copenhagen, Denmark
| | - Johanna Balslev Andersen
- Danish Multiple Sclerosis Registry, Department of Neurology, University Hospital-Rigshospitalet, Glostrup, Copenhagen, Denmark
| | - Elisabeth Framke
- Danish Multiple Sclerosis Registry, Department of Neurology, University Hospital-Rigshospitalet, Glostrup, Copenhagen, Denmark
| | - Christina Gade
- Department of Clinical Pharmacology, Bispebjerg and Frederiksberg Hospital, Bispebjerg Bakke 23, Copenhagen 2400, Denmark; Department of Clinical Medicine, University of Copenhagen, Denmark
| | - Jon Trærup Andersen
- Department of Clinical Pharmacology, Bispebjerg and Frederiksberg Hospital, Bispebjerg Bakke 23, Copenhagen 2400, Denmark; Department of Clinical Medicine, University of Copenhagen, Denmark
| | - Melinda Magyari
- Danish Multiple Sclerosis Registry, Department of Neurology, University Hospital-Rigshospitalet, Glostrup, Copenhagen, Denmark; Department of Clinical Medicine, University of Copenhagen, Denmark
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Solomon AJ, Marrie RA, Viswanathan S, Correale J, Magyari M, Robertson NP, Saylor DR, Kaye W, Rechtman L, Bae E, Shinohara R, King R, Laurson-Doube J, Helme A. Global Barriers to the Diagnosis of Multiple Sclerosis: Data From the Multiple Sclerosis International Federation Atlas of MS, Third Edition. Neurology 2023; 101:e624-e635. [PMID: 37321866 PMCID: PMC10424832 DOI: 10.1212/wnl.0000000000207481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 04/18/2023] [Indexed: 06/17/2023] Open
Abstract
BACKGROUND AND OBJECTIVES Recent data suggest increasing global prevalence of multiple sclerosis (MS). Early diagnosis of MS reduces the burden of disability-adjusted life years and associated health care costs. Yet diagnostic delays persist in MS care and even within national health care systems with robust resources, comprehensive registries, and MS subspecialist referral networks. The global prevalence and characteristics of barriers to expedited MS diagnosis, particularly in resource-restricted regions, have not been extensively studied. Recent revisions to MS diagnostic criteria demonstrate potential to facilitate earlier diagnosis, but global implementation remains largely unknown. METHODS The Multiple Sclerosis International Federation third edition of the Atlas of MS was a survey that assessed the current global state of diagnosis including adoption of MS diagnostic criteria; barriers to diagnosis with respect to the patient, health care provider, and health system; and existence of national guidelines or national standards for speed of MS diagnosis. RESULTS Coordinators from 107 countries (representing approximately 82% of the world population), participated. Eighty-three percent reported at least 1 "major barrier" to early MS diagnosis. The most frequently reported barriers included the following: "lack of awareness of MS symptoms among general public" (68%), "lack of awareness of MS symptoms among health care professionals" (59%), and "lack of availability of health care professionals with knowledge to diagnose MS" (44%). One-third reported lack of "specialist medical equipment or diagnostic tests." Thirty-four percent reported the use of only 2017 McDonald criteria (McD-C) for diagnosis, and 79% reported 2017 McD-C as the "most commonly used criteria." Sixty-six percent reported at least 1 barrier to the adoption of 2017 McD-C, including "neurologists lack awareness or training" by 45%. There was no significant association between national guidelines pertaining to MS diagnosis or practice standards addressing the speed of diagnosis and presence of barriers to early MS diagnosis and implementation of 2017 McD-C. DISCUSSION This study finds pervasive consistent global barriers to early diagnosis of MS. While these barriers reflected a lack of resources in many countries, data also suggest that interventions designed to develop and implement accessible education and training can provide cost-effective opportunities to improve access to early MS diagnosis.
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Affiliation(s)
- Andrew J Solomon
- From the Department of Neurological Sciences (A.J.S.), Larner College of Medicine at the University of Vermont, Burlington; Departments of Internal Medicine and Community Health Science (R.A.M.), Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada; Department of Neurology (S.V.), Kuala Lumpur Hospital, Malaysia; Departamento de Neurologia (J.C.), Fleni, Buenos Aires; Institute of Biological Chemistry and Physical Chemistry (IQUIFIB) (J.C.), National Council for Scientific and Technical Research/University of Buenos Aires, Argentina; Department of Neurology (M.M.), Rigshospitalet, Copenhagen University Hospital, Denmark; Division of Psychological Medicine and Clinical Neuroscience (N.P.R.), Department of Neurology, Cardiff University, University Hospital of Wales, United Kingdom; Department of Neurology (D.R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Internal Medicine (D.R.S.), University Teaching Hospital, Lusaka, Zambia; McKing Consulting Corporation (W.K., L.R.), Atlanta, GA; Department of Biostatistics, Epidemiology, and Informatics (E.B., R.S.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; and Multiple Sclerosis International Federation (R.K., J.L.-D., A.H.), London, United Kingdom.
| | - Ruth Ann Marrie
- From the Department of Neurological Sciences (A.J.S.), Larner College of Medicine at the University of Vermont, Burlington; Departments of Internal Medicine and Community Health Science (R.A.M.), Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada; Department of Neurology (S.V.), Kuala Lumpur Hospital, Malaysia; Departamento de Neurologia (J.C.), Fleni, Buenos Aires; Institute of Biological Chemistry and Physical Chemistry (IQUIFIB) (J.C.), National Council for Scientific and Technical Research/University of Buenos Aires, Argentina; Department of Neurology (M.M.), Rigshospitalet, Copenhagen University Hospital, Denmark; Division of Psychological Medicine and Clinical Neuroscience (N.P.R.), Department of Neurology, Cardiff University, University Hospital of Wales, United Kingdom; Department of Neurology (D.R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Internal Medicine (D.R.S.), University Teaching Hospital, Lusaka, Zambia; McKing Consulting Corporation (W.K., L.R.), Atlanta, GA; Department of Biostatistics, Epidemiology, and Informatics (E.B., R.S.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; and Multiple Sclerosis International Federation (R.K., J.L.-D., A.H.), London, United Kingdom
| | - Shanthi Viswanathan
- From the Department of Neurological Sciences (A.J.S.), Larner College of Medicine at the University of Vermont, Burlington; Departments of Internal Medicine and Community Health Science (R.A.M.), Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada; Department of Neurology (S.V.), Kuala Lumpur Hospital, Malaysia; Departamento de Neurologia (J.C.), Fleni, Buenos Aires; Institute of Biological Chemistry and Physical Chemistry (IQUIFIB) (J.C.), National Council for Scientific and Technical Research/University of Buenos Aires, Argentina; Department of Neurology (M.M.), Rigshospitalet, Copenhagen University Hospital, Denmark; Division of Psychological Medicine and Clinical Neuroscience (N.P.R.), Department of Neurology, Cardiff University, University Hospital of Wales, United Kingdom; Department of Neurology (D.R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Internal Medicine (D.R.S.), University Teaching Hospital, Lusaka, Zambia; McKing Consulting Corporation (W.K., L.R.), Atlanta, GA; Department of Biostatistics, Epidemiology, and Informatics (E.B., R.S.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; and Multiple Sclerosis International Federation (R.K., J.L.-D., A.H.), London, United Kingdom
| | - Jorge Correale
- From the Department of Neurological Sciences (A.J.S.), Larner College of Medicine at the University of Vermont, Burlington; Departments of Internal Medicine and Community Health Science (R.A.M.), Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada; Department of Neurology (S.V.), Kuala Lumpur Hospital, Malaysia; Departamento de Neurologia (J.C.), Fleni, Buenos Aires; Institute of Biological Chemistry and Physical Chemistry (IQUIFIB) (J.C.), National Council for Scientific and Technical Research/University of Buenos Aires, Argentina; Department of Neurology (M.M.), Rigshospitalet, Copenhagen University Hospital, Denmark; Division of Psychological Medicine and Clinical Neuroscience (N.P.R.), Department of Neurology, Cardiff University, University Hospital of Wales, United Kingdom; Department of Neurology (D.R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Internal Medicine (D.R.S.), University Teaching Hospital, Lusaka, Zambia; McKing Consulting Corporation (W.K., L.R.), Atlanta, GA; Department of Biostatistics, Epidemiology, and Informatics (E.B., R.S.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; and Multiple Sclerosis International Federation (R.K., J.L.-D., A.H.), London, United Kingdom
| | - Melinda Magyari
- From the Department of Neurological Sciences (A.J.S.), Larner College of Medicine at the University of Vermont, Burlington; Departments of Internal Medicine and Community Health Science (R.A.M.), Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada; Department of Neurology (S.V.), Kuala Lumpur Hospital, Malaysia; Departamento de Neurologia (J.C.), Fleni, Buenos Aires; Institute of Biological Chemistry and Physical Chemistry (IQUIFIB) (J.C.), National Council for Scientific and Technical Research/University of Buenos Aires, Argentina; Department of Neurology (M.M.), Rigshospitalet, Copenhagen University Hospital, Denmark; Division of Psychological Medicine and Clinical Neuroscience (N.P.R.), Department of Neurology, Cardiff University, University Hospital of Wales, United Kingdom; Department of Neurology (D.R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Internal Medicine (D.R.S.), University Teaching Hospital, Lusaka, Zambia; McKing Consulting Corporation (W.K., L.R.), Atlanta, GA; Department of Biostatistics, Epidemiology, and Informatics (E.B., R.S.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; and Multiple Sclerosis International Federation (R.K., J.L.-D., A.H.), London, United Kingdom
| | - Neil P Robertson
- From the Department of Neurological Sciences (A.J.S.), Larner College of Medicine at the University of Vermont, Burlington; Departments of Internal Medicine and Community Health Science (R.A.M.), Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada; Department of Neurology (S.V.), Kuala Lumpur Hospital, Malaysia; Departamento de Neurologia (J.C.), Fleni, Buenos Aires; Institute of Biological Chemistry and Physical Chemistry (IQUIFIB) (J.C.), National Council for Scientific and Technical Research/University of Buenos Aires, Argentina; Department of Neurology (M.M.), Rigshospitalet, Copenhagen University Hospital, Denmark; Division of Psychological Medicine and Clinical Neuroscience (N.P.R.), Department of Neurology, Cardiff University, University Hospital of Wales, United Kingdom; Department of Neurology (D.R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Internal Medicine (D.R.S.), University Teaching Hospital, Lusaka, Zambia; McKing Consulting Corporation (W.K., L.R.), Atlanta, GA; Department of Biostatistics, Epidemiology, and Informatics (E.B., R.S.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; and Multiple Sclerosis International Federation (R.K., J.L.-D., A.H.), London, United Kingdom
| | - Deanna R Saylor
- From the Department of Neurological Sciences (A.J.S.), Larner College of Medicine at the University of Vermont, Burlington; Departments of Internal Medicine and Community Health Science (R.A.M.), Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada; Department of Neurology (S.V.), Kuala Lumpur Hospital, Malaysia; Departamento de Neurologia (J.C.), Fleni, Buenos Aires; Institute of Biological Chemistry and Physical Chemistry (IQUIFIB) (J.C.), National Council for Scientific and Technical Research/University of Buenos Aires, Argentina; Department of Neurology (M.M.), Rigshospitalet, Copenhagen University Hospital, Denmark; Division of Psychological Medicine and Clinical Neuroscience (N.P.R.), Department of Neurology, Cardiff University, University Hospital of Wales, United Kingdom; Department of Neurology (D.R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Internal Medicine (D.R.S.), University Teaching Hospital, Lusaka, Zambia; McKing Consulting Corporation (W.K., L.R.), Atlanta, GA; Department of Biostatistics, Epidemiology, and Informatics (E.B., R.S.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; and Multiple Sclerosis International Federation (R.K., J.L.-D., A.H.), London, United Kingdom
| | - Wendy Kaye
- From the Department of Neurological Sciences (A.J.S.), Larner College of Medicine at the University of Vermont, Burlington; Departments of Internal Medicine and Community Health Science (R.A.M.), Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada; Department of Neurology (S.V.), Kuala Lumpur Hospital, Malaysia; Departamento de Neurologia (J.C.), Fleni, Buenos Aires; Institute of Biological Chemistry and Physical Chemistry (IQUIFIB) (J.C.), National Council for Scientific and Technical Research/University of Buenos Aires, Argentina; Department of Neurology (M.M.), Rigshospitalet, Copenhagen University Hospital, Denmark; Division of Psychological Medicine and Clinical Neuroscience (N.P.R.), Department of Neurology, Cardiff University, University Hospital of Wales, United Kingdom; Department of Neurology (D.R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Internal Medicine (D.R.S.), University Teaching Hospital, Lusaka, Zambia; McKing Consulting Corporation (W.K., L.R.), Atlanta, GA; Department of Biostatistics, Epidemiology, and Informatics (E.B., R.S.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; and Multiple Sclerosis International Federation (R.K., J.L.-D., A.H.), London, United Kingdom
| | - Lindsay Rechtman
- From the Department of Neurological Sciences (A.J.S.), Larner College of Medicine at the University of Vermont, Burlington; Departments of Internal Medicine and Community Health Science (R.A.M.), Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada; Department of Neurology (S.V.), Kuala Lumpur Hospital, Malaysia; Departamento de Neurologia (J.C.), Fleni, Buenos Aires; Institute of Biological Chemistry and Physical Chemistry (IQUIFIB) (J.C.), National Council for Scientific and Technical Research/University of Buenos Aires, Argentina; Department of Neurology (M.M.), Rigshospitalet, Copenhagen University Hospital, Denmark; Division of Psychological Medicine and Clinical Neuroscience (N.P.R.), Department of Neurology, Cardiff University, University Hospital of Wales, United Kingdom; Department of Neurology (D.R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Internal Medicine (D.R.S.), University Teaching Hospital, Lusaka, Zambia; McKing Consulting Corporation (W.K., L.R.), Atlanta, GA; Department of Biostatistics, Epidemiology, and Informatics (E.B., R.S.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; and Multiple Sclerosis International Federation (R.K., J.L.-D., A.H.), London, United Kingdom
| | - Eunchan Bae
- From the Department of Neurological Sciences (A.J.S.), Larner College of Medicine at the University of Vermont, Burlington; Departments of Internal Medicine and Community Health Science (R.A.M.), Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada; Department of Neurology (S.V.), Kuala Lumpur Hospital, Malaysia; Departamento de Neurologia (J.C.), Fleni, Buenos Aires; Institute of Biological Chemistry and Physical Chemistry (IQUIFIB) (J.C.), National Council for Scientific and Technical Research/University of Buenos Aires, Argentina; Department of Neurology (M.M.), Rigshospitalet, Copenhagen University Hospital, Denmark; Division of Psychological Medicine and Clinical Neuroscience (N.P.R.), Department of Neurology, Cardiff University, University Hospital of Wales, United Kingdom; Department of Neurology (D.R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Internal Medicine (D.R.S.), University Teaching Hospital, Lusaka, Zambia; McKing Consulting Corporation (W.K., L.R.), Atlanta, GA; Department of Biostatistics, Epidemiology, and Informatics (E.B., R.S.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; and Multiple Sclerosis International Federation (R.K., J.L.-D., A.H.), London, United Kingdom
| | - Russell Shinohara
- From the Department of Neurological Sciences (A.J.S.), Larner College of Medicine at the University of Vermont, Burlington; Departments of Internal Medicine and Community Health Science (R.A.M.), Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada; Department of Neurology (S.V.), Kuala Lumpur Hospital, Malaysia; Departamento de Neurologia (J.C.), Fleni, Buenos Aires; Institute of Biological Chemistry and Physical Chemistry (IQUIFIB) (J.C.), National Council for Scientific and Technical Research/University of Buenos Aires, Argentina; Department of Neurology (M.M.), Rigshospitalet, Copenhagen University Hospital, Denmark; Division of Psychological Medicine and Clinical Neuroscience (N.P.R.), Department of Neurology, Cardiff University, University Hospital of Wales, United Kingdom; Department of Neurology (D.R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Internal Medicine (D.R.S.), University Teaching Hospital, Lusaka, Zambia; McKing Consulting Corporation (W.K., L.R.), Atlanta, GA; Department of Biostatistics, Epidemiology, and Informatics (E.B., R.S.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; and Multiple Sclerosis International Federation (R.K., J.L.-D., A.H.), London, United Kingdom
| | - Rachel King
- From the Department of Neurological Sciences (A.J.S.), Larner College of Medicine at the University of Vermont, Burlington; Departments of Internal Medicine and Community Health Science (R.A.M.), Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada; Department of Neurology (S.V.), Kuala Lumpur Hospital, Malaysia; Departamento de Neurologia (J.C.), Fleni, Buenos Aires; Institute of Biological Chemistry and Physical Chemistry (IQUIFIB) (J.C.), National Council for Scientific and Technical Research/University of Buenos Aires, Argentina; Department of Neurology (M.M.), Rigshospitalet, Copenhagen University Hospital, Denmark; Division of Psychological Medicine and Clinical Neuroscience (N.P.R.), Department of Neurology, Cardiff University, University Hospital of Wales, United Kingdom; Department of Neurology (D.R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Internal Medicine (D.R.S.), University Teaching Hospital, Lusaka, Zambia; McKing Consulting Corporation (W.K., L.R.), Atlanta, GA; Department of Biostatistics, Epidemiology, and Informatics (E.B., R.S.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; and Multiple Sclerosis International Federation (R.K., J.L.-D., A.H.), London, United Kingdom
| | - Joanna Laurson-Doube
- From the Department of Neurological Sciences (A.J.S.), Larner College of Medicine at the University of Vermont, Burlington; Departments of Internal Medicine and Community Health Science (R.A.M.), Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada; Department of Neurology (S.V.), Kuala Lumpur Hospital, Malaysia; Departamento de Neurologia (J.C.), Fleni, Buenos Aires; Institute of Biological Chemistry and Physical Chemistry (IQUIFIB) (J.C.), National Council for Scientific and Technical Research/University of Buenos Aires, Argentina; Department of Neurology (M.M.), Rigshospitalet, Copenhagen University Hospital, Denmark; Division of Psychological Medicine and Clinical Neuroscience (N.P.R.), Department of Neurology, Cardiff University, University Hospital of Wales, United Kingdom; Department of Neurology (D.R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Internal Medicine (D.R.S.), University Teaching Hospital, Lusaka, Zambia; McKing Consulting Corporation (W.K., L.R.), Atlanta, GA; Department of Biostatistics, Epidemiology, and Informatics (E.B., R.S.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; and Multiple Sclerosis International Federation (R.K., J.L.-D., A.H.), London, United Kingdom
| | - Anne Helme
- From the Department of Neurological Sciences (A.J.S.), Larner College of Medicine at the University of Vermont, Burlington; Departments of Internal Medicine and Community Health Science (R.A.M.), Rady Faculty of Health Sciences, Max Rady College of Medicine, University of Manitoba, Winnipeg, Canada; Department of Neurology (S.V.), Kuala Lumpur Hospital, Malaysia; Departamento de Neurologia (J.C.), Fleni, Buenos Aires; Institute of Biological Chemistry and Physical Chemistry (IQUIFIB) (J.C.), National Council for Scientific and Technical Research/University of Buenos Aires, Argentina; Department of Neurology (M.M.), Rigshospitalet, Copenhagen University Hospital, Denmark; Division of Psychological Medicine and Clinical Neuroscience (N.P.R.), Department of Neurology, Cardiff University, University Hospital of Wales, United Kingdom; Department of Neurology (D.R.S.), Johns Hopkins University School of Medicine, Baltimore, MD; Department of Internal Medicine (D.R.S.), University Teaching Hospital, Lusaka, Zambia; McKing Consulting Corporation (W.K., L.R.), Atlanta, GA; Department of Biostatistics, Epidemiology, and Informatics (E.B., R.S.), Perelman School of Medicine, University of Pennsylvania, Philadelphia; and Multiple Sclerosis International Federation (R.K., J.L.-D., A.H.), London, United Kingdom
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21
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Roos I, Hughes S, McDonnell G, Malpas CB, Sharmin S, Boz C, Alroughani R, Ozakbas S, Buzzard K, Skibina O, van der Walt A, Butzkueven H, Lechner-Scott J, Kuhle J, Terzi M, Laureys G, Van Hijfte L, John N, Grammond P, Grand’Maison F, Soysal A, Jensen AV, Rasmussen PV, Svendsen KB, Barzinji I, Nielsen HH, Sejbæk T, Prakash S, Stilund MLM, Weglewski A, Issa NM, Kant M, Sellebjerg F, Gray O, Magyari M, Kalincik T. Rituximab vs Ocrelizumab in Relapsing-Remitting Multiple Sclerosis. JAMA Neurol 2023; 80:789-797. [PMID: 37307006 PMCID: PMC10262062 DOI: 10.1001/jamaneurol.2023.1625] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Accepted: 02/23/2023] [Indexed: 06/13/2023]
Abstract
Importance Ocrelizumab, a humanized monoclonal antibody targeted against CD20+ B cells, reduces the frequency of relapses by 46% and disability worsening by 40% compared with interferon beta 1a in relapsing-remitting multiple sclerosis (MS). Rituximab, a chimeric monoclonal anti-CD20 agent, is often prescribed as an off-label alternative to ocrelizumab. Objective To evaluate whether the effectiveness of rituximab is noninferior to ocrelizumab in relapsing-remitting MS. Design, Setting, and Participants This was an observational cohort study conducted between January 2015 and March 2021. Patients were included in the treatment group for the duration of study therapy and were recruited from the MSBase registry and Danish MS Registry (DMSR). Included patients had a history of relapsing-remitting MS treated with ocrelizumab or rituximab, a minimum 6 months of follow-up, and sufficient data to calculate the propensity score. Patients with comparable baseline characteristics were 1:6 matched with propensity score on age, sex, MS duration, disability (Expanded Disability Status Scale), prior relapse rate, prior therapy, disease activity (relapses, disability accumulation, or both), magnetic resonance imaging lesion burden (missing values imputed), and country. Exposure Treatment with ocrelizumab or rituximab after 2015. Main outcomes and Measures Noninferiority comparison of annualized rate of relapses (ARRs), with a prespecified noninferiority margin of 1.63 rate ratio. Secondary end points were relapse and 6-month confirmed disability accumulation in pairwise-censored groups. Results Of the 6027 patients with MS who were treated with ocrelizumab or rituximab, a total of 1613 (mean [SD] age; 42.0 [10.8] years; 1089 female [68%]) fulfilled the inclusion criteria and were included in the analysis (898 MSBase, 715 DMSR). A total of 710 patients treated with ocrelizumab (414 MSBase, 296 DMSR) were matched with 186 patients treated with rituximab (110 MSBase, 76 DMSR). Over a pairwise censored mean (SD) follow-up of 1.4 (0.7) years, the ARR ratio was higher in patients treated with rituximab than in those treated with ocrelizumab (rate ratio, 1.8; 95% CI, 1.4-2.4; ARR, 0.20 vs 0.09; P < .001). The cumulative hazard of relapses was higher among patients treated with rituximab than those treated with ocrelizumab (hazard ratio, 2.1; 95% CI, 1.5-3.0). No difference in the risk of disability accumulation was observed between groups. Results were confirmed in sensitivity analyses. Conclusion In this noninferiority comparative effectiveness observational cohort study, results did not show noninferiority of treatment with rituximab compared with ocrelizumab. As administered in everyday practice, rituximab was associated with a higher risk of relapses than ocrelizumab. The efficacy of rituximab and ocrelizumab administered at uniform doses and intervals is being further evaluated in randomized noninferiority clinical trials.
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Affiliation(s)
- Izanne Roos
- Neuroimmunology Centre, Royal Melbourne Hospital, Melbourne, Victoria, Australia
- CORe, Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
| | | | | | - Charles B. Malpas
- Neuroimmunology Centre, Royal Melbourne Hospital, Melbourne, Victoria, Australia
- CORe, Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
| | - Sifat Sharmin
- CORe, Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
| | - Cavit Boz
- KTU Medical Faculty Farabi Hospital, Trabzon, Turkey
| | - Raed Alroughani
- Division of Neurology, Department of Medicine, Amiri Hospital, Sharq, Kuwait
| | | | - Katherine Buzzard
- Neuroimmunology Centre, Royal Melbourne Hospital, Melbourne, Victoria, Australia
- Department of Neurology, Box Hill Hospital, Melbourne, Victoria, Australia
- Monash University, Melbourne, Victoria, Australia
| | - Olga Skibina
- Department of Neurology, Box Hill Hospital, Melbourne, Victoria, Australia
- Monash University, Melbourne, Victoria, Australia
- Department of Neurology, The Alfred Hospital, Melbourne, Victoria, Australia
| | - Anneke van der Walt
- Department of Neurology, The Alfred Hospital, Melbourne, Victoria, Australia
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Helmut Butzkueven
- Department of Neurology, The Alfred Hospital, Melbourne, Victoria, Australia
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Jeannette Lechner-Scott
- School of Medicine and Public Health, University Newcastle, Newcastle, New South Wales, Australia
- Department of Neurology, John Hunter Hospital, Hunter New England Health, Newcastle, New South Wales, Australia
| | - Jens Kuhle
- Departments of Medicine, Biomedicine, and Clinical Research, Neurologic Clinic and Policlinic, University Hospital and University of Basel, Basel, Switzerland
| | - Murat Terzi
- Medical Faculty, 19 Mayis University, Samsun, Turkey
| | - Guy Laureys
- Department of Neurology, Ghent University Hospital, Ghent, Belgium
| | | | - Nevin John
- Department of Neurology, Monash Health, Melbourne, Victoria, Australia
- Department of Medicine, School of Clinical Sciences, Monash University, Melbourne, Victoria, Australia
| | | | | | - Aysun Soysal
- Bakirkoy Education and Research Hospital for Psychiatric and Neurological Diseases, Istanbul, Turkey
| | - Ana Voldsgaard Jensen
- Danish Multiple Sclerosis Center, Rigshospitalet Glostrup, Copenhagen University Hospital, Denmark
| | | | | | | | - Helle Hvilsted Nielsen
- The Multiple Sclerosis Clinic, Department of Neurology, Odense University Hospital, Odense C, Denmark
| | - Tobias Sejbæk
- Department of Neurology, Esbjerg Hospital, University Hospital of Southern Denmark, Esbjerg, Denmark
- Department of Regional Health Research, University of Southern Denmark, Esbjerg, Denmark
| | | | | | - Arkadiusz Weglewski
- Neurology Department Herlev Hospital, Denmark
- Faculty of Health and Medical Sciences, Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | | | - Matthias Kant
- Hospital of Southern Jutland, University of Southern Denmark, Aabenraa, Denmark
| | - Finn Sellebjerg
- Danish Multiple Sclerosis Center, Rigshospitalet Glostrup, Copenhagen University Hospital, Denmark
| | - Orla Gray
- South Eastern HSC Trust, Belfast, United Kingdom
| | - Melinda Magyari
- Danish Multiple Sclerosis Center, Rigshospitalet Glostrup, Copenhagen University Hospital, Denmark
| | - Tomas Kalincik
- Neuroimmunology Centre, Royal Melbourne Hospital, Melbourne, Victoria, Australia
- CORe, Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
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Sorensen PS, Magyari M, Sellebjerg F. An update on combination therapies for multiple sclerosis: where are we now? Expert Rev Neurother 2023; 23:1173-1187. [PMID: 38058171 DOI: 10.1080/14737175.2023.2289572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Accepted: 11/27/2023] [Indexed: 12/08/2023]
Abstract
INTRODUCTION In theory, combination of two agents, which are suboptimal when given individually, may result in a significant increase in therapeutic effect. Combination therapies have proven particularly effective against infections such as HIV, cancer, and also chronic autoimmune diseases such as rheumatoid arthritis. AREAS COVERED The authors review the literature, searching for randomized placebo-controlled or comparative, double-blind or investigator-blinded clinical trials, not including open label clinical trials, of treatment of multiple sclerosis (MS) with combination therapy or add-on therapy, including trials of induction therapy, trials for prevention of disease activity or worsening, amelioration of adverse effects, and treatment of relapses, and trials to increase remyelination. EXPERT OPINION Combination of two platform therapies (Interferon-beta or glatiramer acetate) was without additional effect. Clinical trials with add-on, often applying repurposed drugs (e.g. simvastatin, atorvastatin, minocycline, estriol, cyclophosphamide, azathioprine, albuterol, vitamin D), have been negative, apart from monthly methylprednisolone that, however, had low tolerability. Combination therapy for neuroprotection/remyelination showed some interesting results, though we are still awaiting results of phase III trials. The results of combination of anti-inflammatory therapies have in general been disappointing. In the future, combination of new effective neuroprotective/remyelinating drugs and highly effective anti-inflammatory treatments may benefit people with MS.
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Affiliation(s)
- Per Soelberg Sorensen
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital Rigshospitalet, Glostrup, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Melinda Magyari
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital Rigshospitalet, Glostrup, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- The Danish Multiple Sclerosis Registry, Department of Neurology, Rigshospitalet, Glostrup, Denmark
| | - Finn Sellebjerg
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital Rigshospitalet, Glostrup, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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23
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Otero-Romero S, Lebrun-Frénay C, Reyes S, Amato MP, Campins M, Farez M, Filippi M, Hacohen Y, Hemmer B, Juuti R, Magyari M, Oreja-Guevara C, Siva A, Vukusic S, Tintoré M. ECTRIMS/EAN consensus on vaccination in people with multiple sclerosis: Improving immunization strategies in the era of highly active immunotherapeutic drugs. Mult Scler 2023; 29:904-925. [PMID: 37293841 PMCID: PMC10338708 DOI: 10.1177/13524585231168043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 01/30/2023] [Accepted: 03/19/2023] [Indexed: 06/10/2023]
Abstract
BACKGROUND With the new highly active drugs available for people with multiple sclerosis (pwMS), vaccination becomes an essential part of the risk management strategy. OBJECTIVE To develop a European evidence-based consensus for the vaccination strategy of pwMS who are candidates for disease-modifying therapies (DMTs). METHODS This work was conducted by a multidisciplinary working group using formal consensus methodology. Clinical questions (defined as population, interventions, and outcomes) considered all authorized DMTs and vaccines. A systematic literature search was conducted and quality of evidence was defined according to the Oxford Centre for Evidence-Based Medicine Levels of Evidence. The recommendations were formulated based on the quality of evidence and the risk-benefit balance. RESULTS Seven questions, encompassing vaccine safety, vaccine effectiveness, global vaccination strategy and vaccination in sub-populations (pediatric, pregnant women, elderly and international travelers) were considered. A narrative description of the evidence considering published studies, guidelines, and position statements is presented. A total of 53 recommendations were agreed by the working group after three rounds of consensus. CONCLUSION This first European consensus on vaccination in pwMS proposes the best vaccination strategy according to current evidence and expert knowledge, with the goal of homogenizing the immunization practices in pwMS.
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Affiliation(s)
- Susana Otero-Romero
- Department of Preventive Medicine and Epidemiology, Vall d’Hebron Barcelona Hospital, Barcelona, Spain Multiple Sclerosis Centre of Catalonia (Cemcat), Vall d’Hebron Barcelona Hospital, Barcelona, Spain
| | | | - Saúl Reyes
- Fundación Santa Fe de Bogotá, Bogotá, Colombia School of Medicine, Universidad de los Andes, Bogotá, Colombia Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Maria Pia Amato
- Department NEUROFARBA, University of Florence, Florence, Italy IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Magda Campins
- Department of Preventive Medicine and Epidemiology, Vall d’Hebron Barcelona Hospital, Barcelona, Spain
| | - Mauricio Farez
- Centro para la Investigación de Enfermedades Neuroinmunológicas (CIEN), FLENI, Buenos Aires, Argentina
| | - Massimo Filippi
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy Neurology Unit, Neurorehabilitation Unit, and Neurophysiology Service, IRCCS San Raffaele Scientific Institute, Milan, Italy Vita-Salute San Raffaele University, Milan, Italy
| | - Yael Hacohen
- Department of Paediatric Neurology, Great Ormond Street Hospital for Children, London, UK Department of Neuroinflammation, Queen Square Multiple Sclerosis Centre, UCL Institute of Neurology, London, UK
| | - Bernhard Hemmer
- Department of Neurology, Klinikum Rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Rosa Juuti
- Multiple Sclerosis International Federation, London, UK
| | - Melinda Magyari
- Department of Neurology, Danish Multiple Sclerosis Center and the Danish Multiple Sclerosis Registry, Rigshospitalet and University of Copenhagen, Copenhagen, Denmark
| | - Celia Oreja-Guevara
- Department of Neurology, Hospital Clínico San Carlos, IdISSC, Departamento de Medicina, Universidad Complutense, Madrid, Spain
| | - Aksel Siva
- Department of Neurology, School of Medicine, Istanbul University Cerrahpasa, Cerrahpasa, Istanbul, Turkey
| | - Sandra Vukusic
- Service de Neurologie, Sclérose en Plaques, Pathologies de la Myéline et Neuro-inflammation, Centre de Référence des Maladies Inflammatoires Rares du Cerveau et de la Moelle, Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Lyon, France
- Centre des Neurosciences de Lyon, Observatoire Français de la Sclérose en Plaques, INSERM 1028 et CNRS UMR5292, Lyon, France Université Claude Bernard Lyon 1, Faculté de Médecine Lyon Est, Lyon, France
| | - Mar Tintoré
- Multiple Sclerosis Centre of Catalonia (Cemcat), Vall d’Hebron Barcelona Hospital, Barcelona, Spain
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Kontaxis S, Laporta E, Garcia E, Martinis M, Leocani L, Roselli L, Buron MD, Guerrero AI, Zabala A, Cummins N, Vairavan S, Hotopf M, Dobson RJB, Narayan VA, La Porta ML, Costa GD, Magyari M, Sørensen PS, Nos C, Bailon R, Comi G. Automatic Assessment of the 2-Minute Walk Distance for Remote Monitoring of People with Multiple Sclerosis. Sensors (Basel) 2023; 23:6017. [PMID: 37447866 DOI: 10.3390/s23136017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Revised: 05/29/2023] [Accepted: 06/10/2023] [Indexed: 07/15/2023]
Abstract
The aim of this study was to investigate the feasibility of automatically assessing the 2-Minute Walk Distance (2MWD) for monitoring people with multiple sclerosis (pwMS). For 154 pwMS, MS-related clinical outcomes as well as the 2MWDs as evaluated by clinicians and derived from accelerometer data were collected from a total of 323 periodic clinical visits. Accelerometer data from a wearable device during 100 home-based 2MWD assessments were also acquired. The error in estimating the 2MWD was validated for walk tests performed at hospital, and then the correlation (r) between clinical outcomes and home-based 2MWD assessments was evaluated. Robust performance in estimating the 2MWD from the wearable device was obtained, yielding an error of less than 10% in about two-thirds of clinical visits. Correlation analysis showed that there is a strong association between the actual and the estimated 2MWD obtained either at hospital (r = 0.71) or at home (r = 0.58). Furthermore, the estimated 2MWD exhibits moderate-to-strong correlation with various MS-related clinical outcomes, including disability and fatigue severity scores. Automatic assessment of the 2MWD in pwMS is feasible with the usage of a consumer-friendly wearable device in clinical and non-clinical settings. Wearable devices can also enhance the assessment of MS-related clinical outcomes.
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Affiliation(s)
- Spyridon Kontaxis
- Laboratory of Biomedical Signal Interpretation and Computational Simulation (BSICoS), University of Zaragoza, 50018 Zaragoza, Spain
- Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), 28006 Barcelona, Spain
| | - Estela Laporta
- Laboratory of Biomedical Signal Interpretation and Computational Simulation (BSICoS), University of Zaragoza, 50018 Zaragoza, Spain
- Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), 28006 Barcelona, Spain
| | - Esther Garcia
- Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), 28006 Barcelona, Spain
- Department of Microelectronics and Electronic Systems, Autonomous University of Barcelona, 08193 Bellaterra, Spain
| | - Matteo Martinis
- Department of Medicine and Surgery, University Vita-Salute and Hospital San Raffaele, 20132 Milan, Italy
| | - Letizia Leocani
- Department of Medicine and Surgery, University Vita-Salute and Hospital San Raffaele, 20132 Milan, Italy
| | - Lucia Roselli
- Department of Medicine and Surgery, University Vita-Salute and Hospital San Raffaele, 20132 Milan, Italy
| | - Mathias Due Buron
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital Rigshospitalet, 2100 Copenhagen, Denmark
| | - Ana Isabel Guerrero
- Multiple Sclerosis Center of Catalonia (CEMCAT), Department of Neurology/Neuroimmunology, Hospital Universitari Vall d'Hebron, Universitat Autonoma de Barcelona, 08035 Barcelona, Spain
| | - Ana Zabala
- Multiple Sclerosis Center of Catalonia (CEMCAT), Department of Neurology/Neuroimmunology, Hospital Universitari Vall d'Hebron, Universitat Autonoma de Barcelona, 08035 Barcelona, Spain
| | - Nicholas Cummins
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London SE5 8AF, UK
| | | | - Matthew Hotopf
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London SE5 8AF, UK
| | - Richard J B Dobson
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London SE5 8AF, UK
- Institute of Health Informatics, University College London, London NW1 2DA, UK
| | | | - Maria Libera La Porta
- Department of Medicine and Surgery, University Vita-Salute and Hospital San Raffaele, 20132 Milan, Italy
| | - Gloria Dalla Costa
- Department of Medicine and Surgery, University Vita-Salute and Hospital San Raffaele, 20132 Milan, Italy
| | - Melinda Magyari
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital Rigshospitalet, 2100 Copenhagen, Denmark
| | - Per Soelberg Sørensen
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital Rigshospitalet, 2100 Copenhagen, Denmark
| | - Carlos Nos
- Multiple Sclerosis Center of Catalonia (CEMCAT), Department of Neurology/Neuroimmunology, Hospital Universitari Vall d'Hebron, Universitat Autonoma de Barcelona, 08035 Barcelona, Spain
| | - Raquel Bailon
- Laboratory of Biomedical Signal Interpretation and Computational Simulation (BSICoS), University of Zaragoza, 50018 Zaragoza, Spain
- Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), 28006 Barcelona, Spain
| | - Giancarlo Comi
- Department of Medicine and Surgery, University Vita-Salute and Hospital San Raffaele, 20132 Milan, Italy
- Casa di Cura del Policlinico, 20144 Milan, Italy
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Wandall-Holm MF, Holm RP, Pontieri L, Sellebjerg F, Magyari M. Socioeconomic status of the elderly MS population compared to the general population: a nationwide Danish matched cross-sectional study. Front Neurol 2023; 14:1214897. [PMID: 37384281 PMCID: PMC10296197 DOI: 10.3389/fneur.2023.1214897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Accepted: 05/18/2023] [Indexed: 06/30/2023] Open
Abstract
Introduction/objectives Multiple sclerosis (MS) leads to physical and cognitive disability, which in turn impacts the socioeconomic status of the individual. The altered socioeconomic trajectory combined with the critical role of aging in MS progression could potentially lead to pronounced differences between MS patients and the general population. Few nations have the ability to connect long-term clinical and socioeconomic data at the individual level, and Denmark's robust population-based registries offer unique insights. This study aimed to examine the socioeconomic aspects of elderly Danish MS patients in comparison to matched controls from the general population. Methods A nationwide population-based study in Denmark was conducted, comprising all living MS patients aged 50 years or older as of 1 January 2021. Patients were matched 1:10 based on sex, age, ethnicity, and residence with a 25% sample of the total Danish population. Demographic and clinical information was sourced from the Danish Multiple Sclerosis Registry, while socioeconomic data were derived from national population-based registries containing details on education, employment, social services, and household characteristics. Univariate comparisons between MS patients and matched controls were then carried out. Results The study included 8,215 MS patients and 82,150 matched individuals, with a mean age of 63.4 years (SD: 8.9) and a 2:1 female-to-male ratio. For those aged 50-64 years, MS patients demonstrated lower educational attainment (high education: 28.3 vs. 34.4%, P < 0.001) and fewer received income from employment (46.0 vs. 78.9%, P < 0.001), and working individuals had a lower annual income (48,500 vs. 53,500€, P < 0.001) in comparison to the controls. Additionally, MS patients within this age group were more likely to receive publicly funded practical assistance (14.3 vs. 1.6%, P < 0.001) and personal care (10.5 vs. 0.8%, P < 0.001). Across the entire population, MS patients were more likely to live alone (38.7 vs. 33.8%, P < 0.001) and less likely to have one or more children (84.2 vs. 87.0%, P < 0.001). Conclusion MS presents significant socioeconomic challenges among the elderly population, such as unemployment, reduced income, and increased dependence on social care. These findings underscore the pervasive impact of MS on an individual's life course, extending beyond the clinical symptoms of cognitive and physical impairment.
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Affiliation(s)
- Malthe Faurschou Wandall-Holm
- Danish Multiple Sclerosis Registry, Department of Neurology, Copenhagen University Hospital – Rigshospitalet, Glostrup, Denmark
| | - Rolf Pringler Holm
- Danish Multiple Sclerosis Registry, Department of Neurology, Copenhagen University Hospital – Rigshospitalet, Glostrup, Denmark
| | - Luigi Pontieri
- Danish Multiple Sclerosis Registry, Department of Neurology, Copenhagen University Hospital – Rigshospitalet, Glostrup, Denmark
| | - Finn Sellebjerg
- Department of Neurology, Danish Multiple Sclerosis Center, Copenhagen University Hospital – Rigshospitalet, Glostrup, Denmark
| | - Melinda Magyari
- Danish Multiple Sclerosis Registry, Department of Neurology, Copenhagen University Hospital – Rigshospitalet, Glostrup, Denmark
- Department of Neurology, Danish Multiple Sclerosis Center, Copenhagen University Hospital – Rigshospitalet, Glostrup, Denmark
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26
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Jespersen F, Petersen SL, Andersen P, Sellebjerg F, Magyari M, Sørensen PS, Blinkenberg M. Autologous hematopoietic stem cell transplantation of patients with aggressive relapsing-remitting multiple sclerosis: Danish nation-wide experience. Mult Scler Relat Disord 2023; 76:104829. [PMID: 37364374 DOI: 10.1016/j.msard.2023.104829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2023] [Revised: 05/28/2023] [Accepted: 06/09/2023] [Indexed: 06/28/2023]
Abstract
BACKGROUND Autologous hematopoietic stem cell treatment (AHSCT) is considered an effective treatment option for patients with aggressive relapsing-remitting multiple sclerosis (RRMS). Still there are few randomized and controlled studies of AHSCT to shed light on the safety and efficacy of the treatment, and therefore experiences from single centers are important. AIM To describe the Danish experience with AHSCT regarding patient characteristics, safety, and efficacy. METHOD Nationwide retrospective single center study of patients with multiple sclerosis (MS) treated with AHSCT. RESULTS A total of 32 patients were treated with AHSCT from May 2011 to May 2021. Seven were treated with carmustine, etoposide, cytarabine arabinoside, and melphalan (BEAM) as well as antithymocyte globulin (ATG). Twenty-five patients were treated with cyclophosphamide (CY) and ATG. In the whole cohort, relapse-free survival (RFS) was 77% (95% CI: 64-94%), worsening-free survival (WFS) was 79% (95% CI: 66-96%), MRI event-free survival (MFS) was 93% (95% CI: 85-100%), and no evidence of disease (NEDA-3) was 69% (95% CI: 54-89%) at the end of year two post-AHSCT. We had no treatment related mortality and only few severe adverse events (AEs). CONCLUSION AHSCT of patients with aggressive RRMS was an effective and relatively safe treatment with few serious AEs and no mortality in Danish patients.
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Affiliation(s)
- Freja Jespersen
- Danish Multiple Sclerosis Center, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark.
| | - Søren Lykke Petersen
- Department of Hematology Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
| | - Pernille Andersen
- Blood bank, Department of Clinical Immunology, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
| | - Finn Sellebjerg
- Danish Multiple Sclerosis Center, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
| | - Melinda Magyari
- Danish Multiple Sclerosis Center, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
| | - Per Soelberg Sørensen
- Danish Multiple Sclerosis Center, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
| | - Morten Blinkenberg
- Danish Multiple Sclerosis Center, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
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27
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Otero-Romero S, Lebrun-Frénay C, Reyes S, Amato MP, Campins M, Farez M, Filippi M, Hacohen Y, Hemmer B, Juuti R, Magyari M, Oreja-Guevara C, Siva A, Vukusic S, Tintoré M. European Committee for Treatment and Research in Multiple Sclerosis and European Academy of Neurology consensus on vaccination in people with multiple sclerosis: Improving immunization strategies in the era of highly active immunotherapeutic drugs. Eur J Neurol 2023. [PMID: 37293849 DOI: 10.1111/ene.15809] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 03/28/2023] [Indexed: 06/10/2023]
Abstract
BACKGROUND AND PURPOSE With the new highly active drugs available for people with multiple sclerosis (pwMS), vaccination becomes an essential part of the risk management strategy. We aimed to develop a European evidence-based consensus for the vaccination strategy of pwMS who are candidates for disease-modifying therapies (DMTs). METHODS This work was conducted by a multidisciplinary working group using formal consensus methodology. Clinical questions (defined as population, interventions and outcomes) considered all authorized DMTs and vaccines. A systematic literature search was conducted and quality of evidence was defined according to the Oxford Centre for Evidence-Based Medicine Levels of Evidence. The recommendations were formulated based on the quality of evidence and the risk-benefit balance. RESULTS Seven questions, encompassing vaccine safety, vaccine effectiveness, global vaccination strategy and vaccination in subpopulations (pediatric, pregnant women, elderly and international travelers) were considered. A narrative description of the evidence considering published studies, guidelines and position statements is presented. A total of 53 recommendations were agreed by the working group after three rounds of consensus. CONCLUSION This first European consensus on vaccination in pwMS proposes the best vaccination strategy according to current evidence and expert knowledge, with the goal of homogenizing the immunization practices in pwMS.
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Affiliation(s)
- Susana Otero-Romero
- Preventive Medicine and Epidemiology Department, Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
- Multiple Sclerosis Centre of Catalonia, Department of Neurology/Neuroimmunology, Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | | | - Saúl Reyes
- Fundación Santa Fe de Bogotá, Bogotá, Colombia
- School of Medicine, Universidad de los Andes, Bogotá, Colombia
- Barts and The London School of Medicine and Dentistry, Blizard Institute, Queen Mary University of London, London, UK
| | - Maria Pia Amato
- Department NEUROFARBA, University of Florence, Florence, Italy
- IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Magda Campins
- Preventive Medicine and Epidemiology Department, Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Mauricio Farez
- Centro para la Investigación de Enfermedades Neuroinmunológicas (CIEN), FLENI, Buenos Aires, Argentina
| | - Massimo Filippi
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neurology Unit, Neurorehabilitation Unit, and Neurophysiology Service, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Yael Hacohen
- Department of Paediatric Neurology, Great Ormond Street Hospital for Children, London, UK
- Department of Neuroinflammation, Queen Square Multiple Sclerosis Centre, UCL Institute of Neurology, London, UK
| | - Bernhard Hemmer
- Department of Neurology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
| | - Rosa Juuti
- Patient representative, Multiple Sclerosis International Federation, London, UK
| | - Melinda Magyari
- Department of Neurology, Danish Multiple Sclerosis Center and the Danish Multiple Sclerosis Registry, Rigshospitalet and University of Copenhagen, Copenhagen, Denmark
| | - Celia Oreja-Guevara
- Department of Neurology, Departamento de Medicina, Hospital Clínico San Carlos, IdISSC, Universidad Complutense, Madrid, Spain
| | - Aksel Siva
- Department of Neurology, Istanbul University Cerrahpasa School of Medicine, Cerrahpasa, 34098, Istanbul, Turkey
| | - Sandra Vukusic
- Service de neurologie, Sclérose en plaques, Pathologies de la myéline et neuro-inflammation, and Centre de Référence des Maladies Inflammatoires Rares du Cerveau et de la Moelle, Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Lyon/Bron, France
- Centre des Neurosciences de Lyon, Observatoire Français de la Sclérose en Plaques, INSERM 1028 et CNRS UMR5292, Lyon, France
- Faculté de médecine Lyon Est, Université Claude Bernard Lyon 1, Lyon, France
| | - Mar Tintoré
- Multiple Sclerosis Centre of Catalonia, Department of Neurology/Neuroimmunology, Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
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28
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Hindsholm AM, Andersen FL, Cramer SP, Simonsen HJ, Askløf MG, Magyari M, Madsen PN, Hansen AE, Sellebjerg F, Larsson HBW, Langkilde AR, Frederiksen JL, Højgaard L, Ladefoged CN, Lindberg U. Scanner agnostic large-scale evaluation of MS lesion delineation tool for clinical MRI. Front Neurosci 2023; 17:1177540. [PMID: 37274207 PMCID: PMC10235534 DOI: 10.3389/fnins.2023.1177540] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 05/05/2023] [Indexed: 06/06/2023] Open
Abstract
Introduction Patients with MS are MRI scanned continuously throughout their disease course resulting in a large manual workload for radiologists which includes lesion detection and size estimation. Though many models for automatic lesion segmentation have been published, few are used broadly in clinic today, as there is a lack of testing on clinical datasets. By collecting a large, heterogeneous training dataset directly from our MS clinic we aim to present a model which is robust to different scanner protocols and artefacts and which only uses MRI modalities present in routine clinical examinations. Methods We retrospectively included 746 patients from routine examinations at our MS clinic. The inclusion criteria included acquisition at one of seven different scanners and an MRI protocol including 2D or 3D T2-w FLAIR, T2-w and T1-w images. Reference lesion masks on the training (n = 571) and validation (n = 70) datasets were generated using a preliminary segmentation model and subsequent manual correction. The test dataset (n = 100) was manually delineated. Our segmentation model https://github.com/CAAI/AIMS/ was based on the popular nnU-Net, which has won several biomedical segmentation challenges. We tested our model against the published segmentation models HD-MS-Lesions, which is also based on nnU-Net, trained with a more homogenous patient cohort. We furthermore tested model robustness to data from unseen scanners by performing a leave-one-scanner-out experiment. Results We found that our model was able to segment MS white matter lesions with a performance comparable to literature: DSC = 0.68, precision = 0.90, recall = 0.70, f1 = 0.78. Furthermore, the model outperformed HD-MS-Lesions in all metrics except precision = 0.96. In the leave-one-scanner-out experiment there was no significant change in performance (p < 0.05) between any of the models which were only trained on part of the dataset and the full segmentation model. Conclusion In conclusion we have seen, that by including a large, heterogeneous dataset emulating clinical reality, we have trained a segmentation model which maintains a high segmentation performance while being robust to data from unseen scanners. This broadens the applicability of the model in clinic and paves the way for clinical implementation.
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Affiliation(s)
- Amalie Monberg Hindsholm
- Department of Clinical Physiology and Nuclear Medicine, Copenhagen University Hospital–Rigshospitalet, Copenhagen, Denmark
| | - Flemming Littrup Andersen
- Department of Clinical Physiology and Nuclear Medicine, Copenhagen University Hospital–Rigshospitalet, Copenhagen, Denmark
| | - Stig Præstekjær Cramer
- Department of Clinical Physiology and Nuclear Medicine, Copenhagen University Hospital–Rigshospitalet, Copenhagen, Denmark
| | - Helle Juhl Simonsen
- Department of Clinical Physiology and Nuclear Medicine, Copenhagen University Hospital–Rigshospitalet, Copenhagen, Denmark
| | - Mathias Gæde Askløf
- Department of Clinical Physiology and Nuclear Medicine, Copenhagen University Hospital–Rigshospitalet, Copenhagen, Denmark
| | - Melinda Magyari
- Department of Neurology, Copenhagen University Hospital–Rigshospitalet, Copenhagen, Denmark
| | - Poul Nørgaard Madsen
- Center for IT and Medical Technology, Copenhagen University Hospital–Rigshospitalet, Copenhagen, Denmark
| | - Adam Espe Hansen
- Department of Radiology, Copenhagen University Hospital–Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Finn Sellebjerg
- Department of Neurology, Copenhagen University Hospital–Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Henrik Bo Wiberg Larsson
- Department of Clinical Physiology and Nuclear Medicine, Copenhagen University Hospital–Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | | | - Jette Lautrup Frederiksen
- Department of Neurology, Copenhagen University Hospital–Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Liselotte Højgaard
- Department of Clinical Physiology and Nuclear Medicine, Copenhagen University Hospital–Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Claes Nøhr Ladefoged
- Department of Clinical Physiology and Nuclear Medicine, Copenhagen University Hospital–Rigshospitalet, Copenhagen, Denmark
| | - Ulrich Lindberg
- Department of Clinical Physiology and Nuclear Medicine, Copenhagen University Hospital–Rigshospitalet, Copenhagen, Denmark
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29
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Buron MD, Christensen JR, Pontieri L, Joensen H, Kant M, Rasmussen PV, Sellebjerg F, Sørensen PS, Bech D, Magyari M. Natalizumab treatment of multiple sclerosis - a Danish nationwide study with 13 years of follow-up. Mult Scler Relat Disord 2023; 74:104713. [PMID: 37058764 DOI: 10.1016/j.msard.2023.104713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Revised: 03/29/2023] [Accepted: 04/08/2023] [Indexed: 04/16/2023]
Abstract
BACKGROUND Natalizumab is a widely used high-efficacy treatment in multiple sclerosis (MS). Real-world evidence regarding long-term effectiveness and safety is warranted. We performed a nationwide study evaluating prescription patterns, effectiveness, and adverse events. METHODS A nationwide cohort study using the Danish MS Registry. Patients initiating natalizumab between June 2006 and April 2020 were included. Patient characteristics, annualized relapse rates (ARRs), confirmed Expanded Disability Status Scale (EDSS) score worsening, MRI activity (new/enlarging T2- or gadolinium-enhancing lesions), and reported adverse events were evaluated. Further, prescription patterns and outcomes across different time periods ("epochs") were analysed. RESULTS In total, 2424 patients were enrolled, with a median follow-up time of 2.7 years (interquartile range (IQR) 1.2-5.1). In recent epochs, patients were younger, had lower EDSS scores, had fewer pre-treatment relapses and were more often treatment naïve. At 13 years of follow-up, 36% had a confirmed EDSS worsening. On-treatment ARR was 0.30, corresponding to a 72% reduction from pre-initiation. MRI activity was rare, 6.8% had activity within 2-14 months from treatment start, 3.4% within 14-26 months, and 2.7% within 26-38 months. Approximately 14% of patients reported adverse events, with cephalalgia constituting the majority. During the study, 62.3% discontinued treatment. Of these, the main cause (41%) was due to JCV antibodies, while discontinuations due to disease activity (9%) or adverse events (9%) were less frequent. CONCLUSION Natalizumab is increasingly used earlier in the disease course. Most patients treated with natalizumab are clinically stable with few adverse events. JCV antibodies constitute the main cause for discontinuation.
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Affiliation(s)
- Mathias Due Buron
- Danish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark; The Danish Multiple Sclerosis Registry, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark.
| | - Jeppe Romme Christensen
- Danish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Luigi Pontieri
- The Danish Multiple Sclerosis Registry, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Hanna Joensen
- The Danish Multiple Sclerosis Registry, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Matthias Kant
- MS clinic Southern Denmark, Department of Neurology, University of Southern Denmark, Hospital of Southern Jutland, Denmark
| | | | - Finn Sellebjerg
- Danish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Per Soelberg Sørensen
- Danish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark; The Danish Multiple Sclerosis Registry, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Danny Bech
- Department of Neurology, Viborg Regional Hospital, Denmark
| | - Melinda Magyari
- Danish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark; The Danish Multiple Sclerosis Registry, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
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30
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Krysko KM, Dobson R, Alroughani R, Amato MP, Bove R, Ciplea AI, Fragoso Y, Houtchens M, Jokubaitis VG, Magyari M, Abdelnasser A, Padma V, Thiel S, Tintore M, Vukusic S, Hellwig K. Family planning considerations in people with multiple sclerosis. Lancet Neurol 2023; 22:350-366. [PMID: 36931808 DOI: 10.1016/s1474-4422(22)00426-4] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Revised: 09/16/2022] [Accepted: 10/07/2022] [Indexed: 03/17/2023]
Abstract
Multiple sclerosis is often diagnosed in patients who are planning on having children. Although multiple sclerosis does not negatively influence most pregnancy outcomes, less is known regarding the effects of fetal exposure to novel disease-modifying therapies (DMTs). The withdrawal of some DMTs during pregnancy can modify the natural history of multiple sclerosis, resulting in a substantial risk of pregnancy-related relapse and disability. Drug labels are typically restrictive and favour fetal safety over maternal safety. Emerging data reporting outcomes in neonates exposed to DMTs in utero and through breastfeeding will allow for more careful and individualised treatment decisions. This emerging research is particularly important to guide decision making in women with high disease activity or who are treated with DMTs associated with risk of discontinuation rebound. As increasing data are generated in this field, periodic updates will be required to provide the most up to date guidance on how best to achieve multiple sclerosis stability during pregnancy and post partum, balanced with fetal and newborn safety.
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Affiliation(s)
- Kristen M Krysko
- Division of Neurology, Department of Medicine, St Michael's Hospital, University of Toronto, Toronto, ON, Canada; Li Ka Shing Knowledge Institute, Toronto, ON, Canada
| | - Ruth Dobson
- Preventive Neurology Unit, Wolfson Institute of Population Health, Queen Mary University London, London, UK; Department of Neurology, Royal London Hospital, Barts Health NHS Trust, London, UK
| | - Raed Alroughani
- Department of Medicine, Division of Neurology, Amiri Hospital, Sharq, Kuwait
| | - Maria Pia Amato
- Department NEUROFARBA, Section of Neurosciences, University of Florence, Florence, Italy; IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Riley Bove
- UCSF Weill Institute for Neuroscience, Department of Neurology, University of California San Francisco, San Francisco, CA, USA
| | - Andrea I Ciplea
- Department of Neurology, Katholisches Klinikum, Ruhr University Bochum, Bochum, Germany
| | - Yara Fragoso
- Multiple Sclerosis and Headache Research Institute, Santos, Brazil; Departamento de Neurologia, Universidade Metropolitana de Santos, Santos, Brazil
| | - Maria Houtchens
- Department of Neurology, Partners MS Center, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Vilija G Jokubaitis
- Department of Neuroscience, Monash University, Melbourne, VIC, Australia; Department of Neurology, Alfred Health, Melbourne, VIC, Australia
| | - Melinda Magyari
- Danish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Azza Abdelnasser
- Department of Neurology, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Vasantha Padma
- Department of Neurology, Neurosciences Center, AIIMS, New Delhi, India
| | - Sandra Thiel
- Department of Neurology, Katholisches Klinikum, Ruhr University Bochum, Bochum, Germany
| | - Mar Tintore
- Department of Neurology-Neuroimmunology, Multiple Sclerosis Centre of Catalonia, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Sandra Vukusic
- Hospices Civils de Lyon, Hôpital Neurologique Pierre Wertheimer, Service de Neurologie, sclérose en plaques, pathologies de la myéline et neuro-inflammation, Bron, France; Centre de Recherche en Neurosciences de Lyon, Observatoire Français de la Sclérose en Plaques, INSERM 1028 et CNRS UMR 5292, Lyon, France; Université Claude Bernard Lyon 1, Université de Lyon, Lyon, France; Eugène Devic EDMUS Foundation against multiple sclerosis, state-approved foundation, Bron, France
| | - Kerstin Hellwig
- Department of Neurology, Katholisches Klinikum, Ruhr University Bochum, Bochum, Germany.
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Oreja-Guevara C, Brownlee W, Celius EG, Centonze D, Giovannoni G, Hodgkinson S, Kleinschnitz C, Havrdova EK, Magyari M, Selchen D, Vermersch P, Wiendl H, Van Wijmeersch B, Salloukh H, Yamout B. Expert Opinion on Long-Term Use of Cladribine Tablets for Multiple Sclerosis: Systematic Literature Review of Real-World Evidence. Mult Scler Relat Disord 2023. [DOI: 10.1016/j.msard.2022.104362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/03/2023]
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Forsberg L, Spelman T, Klyve P, Manouchehrinia A, Ramanujam R, Mouresan E, Drahota J, Horakova D, Joensen H, Pontieri L, Magyari M, Ellenberger D, Stahmann A, Rodgers J, Witts J, Middleton R, Nicholas R, Bezlyak V, Adlard N, Hach T, Lines C, Vukusic S, Soilu-Hänninen M, van der Walt A, Butzkueven H, Iaffaldano P, Trojano M, Glaser A, Hillert J. Proportion and characteristics of secondary progressive multiple sclerosis in five European registries using objective classifiers. Mult Scler J Exp Transl Clin 2023; 9:20552173231153557. [PMID: 36816812 PMCID: PMC9936396 DOI: 10.1177/20552173231153557] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 01/12/2023] [Indexed: 02/18/2023] Open
Abstract
Background To assign a course of secondary progressive multiple sclerosis (MS) (SPMS) may be difficult and the proportion of persons with SPMS varies between reports. An objective method for disease course classification may give a better estimation of the relative proportions of relapsing-remitting MS (RRMS) and SPMS and may identify situations where SPMS is under reported. Materials and methods Data were obtained for 61,900 MS patients from MS registries in the Czech Republic, Denmark, Germany, Sweden, and the United Kingdom (UK), including date of birth, sex, SP conversion year, visits with an Expanded Disability Status Scale (EDSS) score, MS onset and diagnosis date, relapses, and disease-modifying treatment (DMT) use. We included RRMS or SPMS patients with at least one visit between January 2017 and December 2019 if ≥ 18 years of age. We applied three objective methods: A set of SPMS clinical trial inclusion criteria ("EXPAND criteria") modified for a real-world evidence setting, a modified version of the MSBase algorithm, and a decision tree-based algorithm recently published. Results The clinically assigned proportion of SPMS varied from 8.7% (Czechia) to 34.3% (UK). Objective classifiers estimated the proportion of SPMS from 15.1% (Germany by the EXPAND criteria) to 58.0% (UK by the decision tree method). Due to different requirements of number of EDSS scores, classifiers varied in the proportion they were able to classify; from 18% (UK by the MSBase algorithm) to 100% (the decision tree algorithm for all registries). Objectively classified SPMS patients were older, converted to SPMS later, had higher EDSS at index date and higher EDSS at conversion. More objectively classified SPMS were on DMTs compared to the clinically assigned. Conclusion SPMS appears to be systematically underdiagnosed in MS registries. Reclassified patients were more commonly on DMTs.
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Affiliation(s)
- Lars Forsberg
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Tim Spelman
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Pernilla Klyve
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Ali Manouchehrinia
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Clinical Neuroscience, Center for Molecular Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Ryan Ramanujam
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Mathematics, Royal Institute of Technology, Stockholm, Sweden
| | - Elena Mouresan
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Jiri Drahota
- Czech National Multiple Sclerosis ReMuS, IMPULS Endowment Fund, Prague, Czech Republic
- First Faculty of Medicine and General University Hospital, Department of Neurology and Center of Clinical Neuroscience, Charles University in Prague, Prague, Czech Republic
| | - Dana Horakova
- First Faculty of Medicine and General University Hospital, Department of Neurology and Center of Clinical Neuroscience, Charles University in Prague, Prague, Czech Republic
| | - Hanna Joensen
- The Danish Multiple Sclerosis Registry, Copenhagen University Hospital, Copenhagen, Denmark
| | - Luigi Pontieri
- The Danish Multiple Sclerosis Registry, Copenhagen University Hospital, Copenhagen, Denmark
| | - Melinda Magyari
- The Danish Multiple Sclerosis Registry, Copenhagen University Hospital, Copenhagen, Denmark
- Danish Multiple Sclerosis Center, Copenhagen University Hospital, Copenhagen, Denmark
| | | | | | | | - James Witts
- Swansea University Medical School, Swansea, UK
| | | | - Richard Nicholas
- Swansea University Medical School, Swansea, UK
- Department of Cellular and Molecular Neuroscience, Imperial College London, London, UK
| | | | | | | | | | - Sandra Vukusic
- Hôpital Neurologique, Service de Neurologie A, the European Database for Multiple Sclerosis (EDMUS), Coordinating Center and INSERM U 433, Lyon, France
| | - Merja Soilu-Hänninen
- Division of Clinical Neurosciences, University Hospital and University of Turku, Turku, Finland
| | - Anneke van der Walt
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Australia
| | - Helmut Butzkueven
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Australia
| | - Pietro Iaffaldano
- Department of Basic Medical Sciences, Neurosciences and Sense Organs, University of Bari "Aldo Moro", Bari, Italy
| | - Maria Trojano
- Department of Basic Medical Sciences, Neurosciences and Sense Organs, University of Bari "Aldo Moro", Bari, Italy
| | - Anna Glaser
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Jan Hillert
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
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Sorensen PS, Pontieri L, Joensen H, Heick A, Rasmussen PV, Schäfer J, Ratzer R, Pihl CE, Sellebjerg F, Magyari M. Real-world experience of cladribine treatment in relapsing-remitting multiple sclerosis: A Danish nationwide study. Mult Scler Relat Disord 2023; 70:104491. [PMID: 36623393 DOI: 10.1016/j.msard.2022.104491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 12/20/2022] [Accepted: 12/26/2022] [Indexed: 12/29/2022]
Abstract
BACKGROUND Cladribine is a nucleoside analogue interfering with synthesis and repair of DNA. Treatment with cladribine leads to a preferential reduction in lymphocytes, resulting in profound depletion of B-cells with a rapid recovery of naïve B-cells, while T-cell show a lesser but long-lasting depletion It is approved for treatment of relapsing multiple sclerosis (MS). Cladribine tablets 3.5 mg/kg bodyweight are administered in two yearly treatment courses, each including two treatment series lasting 4 or 5 days, one at the start of the first month and the other at the start of the second month. OBJECTIVE To describe treatment patterns of cladribine in a real-world setting. METHODS Registry based observational cohort study with prospectively enrolled cases from December 2017 through June 2021. The data source is The Danish Multiple Sclerosis Registry, which is a near complete nationwide population-based registry. Outcomes were length of the treatment, preceding and following treatments, treatment response, and safety data. RESULTS In total 268 patients had started therapy with cladribine tablets, 89 men and 179 women, with a median age of 40 years (interquartile range (IQR) 32-48. The disease course was relapsing-remitting MS in 97.8% of the patients, and at treatment start the median time from disease onset was 8.1 years (IQR 4.2-14.5) and EDSS 2.5 (IQR 1.5-3.5). Thirty-four patients (12.7%) were treatment naïve while 56 (20.9%) had received one previous disease-modifying therapy (DMT), 67 (25.0%) two, and 111 (41.4%) three or more previous DMTs. In total, 214 (80.0%) patients had completed the full treatment of two courses of cladribine, while 54 (20.0%) had received only one course of cladribine tablets. The median follow-up time after cladribine initiation was 34.7 months (IQR 23.3-43.7). Compared with an annualized relapse rate (ARR) of 0.67 (95% CI [0.56, 0.79]) in the year prior to start of cladribine, ARR was reduced to 0.11 (95% CI [0.08, 0.15]) in year 0-2 after 3-month re-baseline with cladribine (84.8% reduction). Adverse events, reported in 44 (16.4%) of the patients, were mild or moderate, and herpes zoster was only reported in 2 patients. In total, 30 (11.2%) patients discontinued cladribine treatment, of whom 7 (2.6%) discontinued because of adverse effects and 12 (4.5%) discontinued because of disease activity. CONCLUSION In this nationwide review of all Danish patients starting therapy with cladribine tablets in a real-world setting, cladribine treatment was safe, and the therapeutic response was as expected from previous clinical trials. A prolonged observation period is necessary to assess the long-term benefit and risk of cladribine.
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Affiliation(s)
- Per Soelberg Sorensen
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
| | - Luigi Pontieri
- The Danish Multiple Sclerosis Registry, Department of Neurology, Rigshospitalet, Glostrup, Denmark
| | - Hanna Joensen
- The Danish Multiple Sclerosis Registry, Department of Neurology, Rigshospitalet, Glostrup, Denmark
| | - Alex Heick
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark
| | | | - Jakob Schäfer
- Department of Neurology, Aalborg University Hospital, Aalborg, Denmark
| | - Rikke Ratzer
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark
| | - Caroline Ellinore Pihl
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark
| | - Finn Sellebjerg
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Melinda Magyari
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark; The Danish Multiple Sclerosis Registry, Department of Neurology, Rigshospitalet, Glostrup, Denmark; Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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Kopp TI, Pinborg A, Glazer CH, Magyari M. Assisted reproductive technology treatment and risk of multiple sclerosis - a Danish cohort study. Fertil Steril 2023; 119:291-299. [PMID: 36572624 DOI: 10.1016/j.fertnstert.2022.10.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 09/24/2022] [Accepted: 10/14/2022] [Indexed: 12/26/2022]
Abstract
OBJECTIVE To compare the incidence of multiple sclerosis (MS) among women who had undergone assisted reproductive technology (ART) treatment with the women who had conceived a child without previous ART treatment. DESIGN A register-based nationwide cohort study. PATIENT(S) Women with a first ovarian stimulation cycle before in vitro fertilization (IVF) or intracytoplasmic sperm injection (ICSI) (i.e., ART treatment) recorded in the Danish IVF register between 1996 and 2018; and women recorded in the Danish Medical Birth Register with the birth of their first child where date of conception is between 1996 and 2018. The cohort was observed until March 10, 2021. INTERVENTION(S) Mainly included IVF, ICSI, and fresh embryo transfer with hormone stimulation. MAIN OUTCOME MEASURES A diagnosis of MS recorded in the Danish Multiple Sclerosis Registry. Crude and adjusted hazard ratios (aHRs) with 95% confidence intervals (CIs) were calculated. RESULTS A total of 585,716 women were included in the cohort of which 63,791 (11%) were exposed to at least one initiated IVF or ICSI cycle during the study period. Cycles with oocyte donation were excluded. The median follow-up time for the entire cohort was 12.4 years (Q1-Q3= 6.6-18.1). Compared with women conceiving without previous ART, ART treated women were older (31.8 years vs. 27.5 years), more often had a university degree (45% vs. 36%), and more often had received other fertility treatments than IVF or ICSI before cohort entry (26% vs. 3%). We found no association between incident MS and exposure to ART compared with non-ART pregnancy (aHR=1.08; 95 % CI, 0.93-1.25). An analysis following intention-to-treat principle on a propensity score matched sub cohort confirmed our results. In subgroup analysis including all ART cycles among the ART treated women, we found no increased risk of MS within 2 years of ART cycle start for successful ART cycles (pregnancy) compared with failed ART cycles (no pregnancy) (aHR=1.01; 95% CI, 0.58-1.76). We found a non-significant trend toward increased risk of MS with increasing numbers of ART cycles although based on small numbers. CONCLUSION(S) Women treated with ART do not seem to be at increased risk of developing MS compared with the women not exposed to ART.
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Affiliation(s)
- Tine Iskov Kopp
- The Danish Multiple Sclerosis Registry, Department of Neurology, Rigshospitalet, Copenhagen University Hospital, Glostrup, Denmark.
| | - Anja Pinborg
- The Fertility Clinic, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark; Institute of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | | | - Melinda Magyari
- The Danish Multiple Sclerosis Registry, Department of Neurology, Rigshospitalet, Copenhagen University Hospital, Glostrup, Denmark; Danish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, Copenhagen University Hospital, Glostrup, Denmark
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Signori A, Lorscheider J, Vukusic S, Trojano M, Iaffaldano P, Hillert J, Hyde R, Pellegrini F, Magyari M, Koch-Henriksen N, Sørensen PS, Spelman T, van der Walt A, Horakova D, Havrdova E, Girard M, Eichau S, Grand'Maison F, Gerlach O, Terzi M, Ozakbas S, Skibina O, Van Pesch V, Sa MJ, Prevost J, Alroughani R, McCombe PA, Gouider R, Mrabet S, Castillo-Trivino T, Zhu C, de Gans K, Sánchez-Menoyo JL, Yamout B, Khoury S, Sormani MP, Kalincik T, Butzkueven H. Heterogeneity on long-term disability trajectories in patients with secondary progressive MS: a latent class analysis from Big MS Data network. J Neurol Neurosurg Psychiatry 2023; 94:23-30. [PMID: 36171104 DOI: 10.1136/jnnp-2022-329987] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 09/12/2022] [Indexed: 02/02/2023]
Abstract
BACKGROUND Over the decades, several natural history studies on patients with primary (PPMS) or secondary progressive multiple sclerosis (SPMS) were reported from international registries. In PPMS, a consistent heterogeneity on long-term disability trajectories was demonstrated. The aim of this study was to identify subgroups of patients with SPMS with similar longitudinal trajectories of disability over time. METHODS All patients with MS collected within Big MS registries who received an SPMS diagnosis from physicians (cohort 1) or satisfied the Lorscheider criteria (cohort 2) were considered. Longitudinal Expanded Disability Status Scale (EDSS) scores were modelled by a latent class growth analysis (LCGA), using a non-linear function of time from the first EDSS visit in the range 3-4. RESULTS A total of 3613 patients with SPMS were included in the cohort 1. LCGA detected three different subgroups of patients with a mild (n=1297; 35.9%), a moderate (n=1936; 53.6%) and a severe (n=380; 10.5%) disability trajectory. Median time to EDSS 6 was 12.1, 5.0 and 1.7 years, for the three groups, respectively; the probability to reach EDSS 6 at 8 years was 14.4%, 78.4% and 98.3%, respectively. Similar results were found among 7613 patients satisfying the Lorscheider criteria. CONCLUSIONS Contrary to previous interpretations, patients with SPMS progress at greatly different rates. Our identification of distinct trajectories can guide better patient selection in future phase 3 SPMS clinical trials. Additionally, distinct trajectories could reflect heterogeneous pathological mechanisms of progression.
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Affiliation(s)
- Alessio Signori
- Department of Health Sciences, University of Genoa, Genoa, Italy
| | - Johannes Lorscheider
- Neurologic Clinic and Policlinic, Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Sandra Vukusic
- Service de Neurologie A, Hopital Neurologique, Hospices Civils de Lyon, Lyon Bron, France
| | - Maria Trojano
- Department of Basic Medical Sciences, Neurosciences and Sense Organs, University of Bari Aldo Moro, Bari, Italy
| | - Pietro Iaffaldano
- Department of Basic Medical Sciences, Neurosciences and Sense Organs, University of Bari Aldo Moro, Bari, Italy
| | - Jan Hillert
- Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
| | | | | | - Melinda Magyari
- Department of Neurology, Danish Multiple Sclerosis Center, Rigshospitalet, Copenhagen, Denmark
| | - Nils Koch-Henriksen
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
| | - Per Soelberg Sørensen
- Department of Neurology, Danish Multiple Sclerosis Center, Rigshospitalet, Copenhagen, Denmark
| | - Tim Spelman
- Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden.,Department of Neurology, Box Hill Hospital, Melbourne, Victoria, Australia
| | | | - Dana Horakova
- Department of Neurology and Center of Clinical Neuroscience, Charles University in Prague, 1st Faculty of Medicine and General University Hospital in Prague, Prague, Czech Republic
| | - Eva Havrdova
- Department of Neurology and Center of Clinical Neuroscience, Charles University in Prague, 1st Faculty of Medicine and General University Hospital in Prague, Prague, Czech Republic
| | - Marc Girard
- CHUM and Universite de Montreal, Montreal, Quebec, Canada
| | - Sara Eichau
- Neurology, Hospital Universitario Virgen Macarena, Sevilla, Spain
| | | | - Oliver Gerlach
- Department of Neurology, Zuyderland Medical Center, Sittard-Geleen, The Netherlands.,School for Mental Health and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | | | | | - Olga Skibina
- Neurology, Box Hill Hospital, Melbourne, Victoria, Australia.,Department of Neuroscience, Monash University Central Clinical School, Melbourne, Victoria, Australia
| | | | - Maria Jose Sa
- Neurology, Centro Hospitalar de São João, Porto, Portugal.,Faculty of Health Sciences, University Fernando Pessoa, Porto, Portugal
| | - 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, Brisbane, Queensland, Australia
| | - Riadh Gouider
- Department of Neurology, Razi Hospital, Manouba, Tunisia
| | - Saloua Mrabet
- Department of Neurology, Razi University Hospital, Manouba, Tunisia.,Faculty of Medicine of Tunis, University of Tunis El Manar, Tunis, Tunisia
| | | | - Chao Zhu
- Neuroscience, Centre Clinical School, Monash University, Victoria, Australia
| | | | | | - Bassem Yamout
- Nehme and Therese Tohme Multiple Sclerosis Center, American University of Beirut Medical Center, Beirut, Lebanon
| | - Samia Khoury
- Nehme and Therese Tohme Multiple Sclerosis Center, American University of Beirut Medical Center, Beirut, Lebanon
| | | | - Tomas Kalincik
- CORe, Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia.,Department of Neurology, Royal Melbourne Hospital, Melbourne, Victoria, Australia
| | - Helmut Butzkueven
- Neuroscience, Centre Clinical School, Monash University, Victoria, Australia.,Managing Director, MSBase Foundation, Melbourne, Victoria, Australia
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Kokas Z, Járdánházy A, Sandi D, Biernacki T, Fricska-Nagy Z, Füvesi J, Bartosik-Psujek H, Kes VB, Berger T, Berthele A, Drulovic J, Hemmer B, Horakova D, Ledinek AH, Havrdova EK, Magyari M, Rejdak K, Tiu C, Turcani P, Klivényi P, Kincses ZT, Vécsei L, Bencsik K. Real-world operation of multiple sclerosis centres in Central-Eastern European countries covering 107 million inhabitants. Mult Scler Relat Disord 2023; 69:104406. [PMID: 36413917 DOI: 10.1016/j.msard.2022.104406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 10/25/2022] [Accepted: 11/07/2022] [Indexed: 11/09/2022]
Abstract
BACKGROUND In 2018 multiple sclerosis (MS) care unit (MSCU) recommendations were defined. Nevertheless, the information on MS care, and whether MS centres fulfil the international recommendation is limited. Thus our objectives were to assess whether centres meet the MSCU recommendations and gain a comprehensive overview of MS care in Central-Eastern European countries. METHODS A self-report questionnaire assessing aspects of the MSCU recommendations, disease-modifying therapy (DMT) and registry use and the patient number was assembled and sent to nine Central-Eastern European countries. Furthermore, one Danish and one German centre were contacted as a reference. RESULTS In 9/9 countries, MS care was pursued in centres by MS neurologists and MS nurses. In Austria and the Czech Republic, management of MS was conducted under strict regulations displaying a referral centre system, fundamentally similar to but independent of the MSCU criteria. Several centres fulfilled all aspects of the MSCU criteria, while others had similar insufficiencies consisting of a speech therapist, continence, pain and spasticity specialist, neuro-ophthalmologist, and oto-neurologist. In 9/9 countries, DMTs were reimbursed. However, some centres did not provide every available DMT. A national registry was available in 4/9 countries with mandatory registry use only in Austria and the Czech Republic. CONCLUSION In countries where MSCU recommendations are not fulfilled, a strictly regulated centre system similar to the Austrian and Czech model with a registry-based quality control might ensure appropriate care for people with MS.
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Affiliation(s)
- Zsófia Kokas
- Department of Neurology, Albert Szent-Györgyi Faculty of Medicine, Albert Szent-Györgyi Clinical Centre, University of Szeged, Szeged, Hungary
| | - Anett Járdánházy
- Department of Neurology, Albert Szent-Györgyi Faculty of Medicine, Albert Szent-Györgyi Clinical Centre, University of Szeged, Szeged, Hungary
| | - Dániel Sandi
- Department of Neurology, Albert Szent-Györgyi Faculty of Medicine, Albert Szent-Györgyi Clinical Centre, University of Szeged, Szeged, Hungary
| | - Tamás Biernacki
- Department of Neurology, Albert Szent-Györgyi Faculty of Medicine, Albert Szent-Györgyi Clinical Centre, University of Szeged, Szeged, Hungary
| | - Zsanett Fricska-Nagy
- Department of Neurology, Albert Szent-Györgyi Faculty of Medicine, Albert Szent-Györgyi Clinical Centre, University of Szeged, Szeged, Hungary
| | - Judit Füvesi
- Department of Neurology, Albert Szent-Györgyi Faculty of Medicine, Albert Szent-Györgyi Clinical Centre, University of Szeged, Szeged, Hungary
| | - Halina Bartosik-Psujek
- Department of Neurology, Institute of Medical Sciences, Medical College of Rzeszow University, Rzeszow, Poland
| | - Vanja Basic Kes
- Department of Neurology, University Hospital Sestre Milosrdnice, Zagreb, Croatia
| | - Thomas Berger
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Achim Berthele
- Department of Neurology, School of Medicine, Technical University Munich, Munich, Germany
| | - Jelena Drulovic
- Clinic of Neurology, University Clinical Centre of Serbia, Belgrade, Serbia
| | - Bernhard Hemmer
- Department of Neurology, School of Medicine, Technical University Munich, Munich, Germany; Munich Cluster for System Neurology (SyNergy), Munich, Germany
| | - Dana Horakova
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic
| | | | - Eva Kubala Havrdova
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic
| | - Melinda Magyari
- Danish Multiple Sclerosis Center, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Konrad Rejdak
- Department of Neurology, Medical University of Lublin, Lublin, Poland
| | - Cristina Tiu
- Department of Neurology, University Hospital Bucharest, Bucharest, Romania
| | - Peter Turcani
- 1st Department of Neurology, Faculty of Medicine, Comenius University and University Hospital Bratislava, Bratislava, Slovakia
| | - Péter Klivényi
- Department of Neurology, Albert Szent-Györgyi Faculty of Medicine, Albert Szent-Györgyi Clinical Centre, University of Szeged, Szeged, Hungary
| | - Zsigmond Tamás Kincses
- Department of Neurology, Albert Szent-Györgyi Faculty of Medicine, Albert Szent-Györgyi Clinical Centre, University of Szeged, Szeged, Hungary; Department of Radiology, Albert Szent-Györgyi Faculty of Medicine, Albert Szent-Györgyi Clinical Centre, University of Szeged, Szeged, Hungary
| | - László Vécsei
- Department of Neurology, Albert Szent-Györgyi Faculty of Medicine, Albert Szent-Györgyi Clinical Centre, University of Szeged, Szeged, Hungary; MTA-SZTE Neuroscience Research Group, Szeged, Hungary
| | - Krisztina Bencsik
- Department of Neurology, Albert Szent-Györgyi Faculty of Medicine, Albert Szent-Györgyi Clinical Centre, University of Szeged, Szeged, Hungary.
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Andersen JB, Sellebjerg F, Magyari M. Pregnancy outcomes after early fetal exposure to injectable first-line treatments, dimethyl fumarate, or natalizumab in Danish women with multiple sclerosis. Eur J Neurol 2023; 30:162-171. [PMID: 36098960 PMCID: PMC10092676 DOI: 10.1111/ene.15559] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Revised: 05/29/2022] [Accepted: 09/06/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND AND PURPOSE Data on pregnancy outcomes following fetal exposure to disease-modifying drugs (DMDs) in women with multiple sclerosis (MS) are sparse although growing. METHODS Data from the Danish Multiple Sclerosis Registry were linked with nationwide registries enabling an investigation of adverse pregnancy outcomes in newborns of women with MS following fetal exposure to injectable first-line treatments, dimethyl fumarate, glatiramer acetate, or natalizumab. Logistic regression models accounting for clustered data were used to estimate odds ratios (ORs) with 95% confidence intervals (CIs) for individual and composite adverse outcomes after adjusting for relevant covariates. RESULTS A total of 1009 DMD-exposed pregnancies were compared with 1073 DMD-unexposed pregnancies as well as 91,112 pregnancies from the general population. No association of an increased risk of any perinatal outcome was found when comparing newborns with fetal exposure with the general population, including preterm birth (OR = 1.19, 95% CI = 0.86-1.64), small for gestational age (OR = 1.38, 95% CI = 0.92-2.07), spontaneous abortion (OR = 1.04, 95% CI = 0.84-1.27), congenital malformation (OR = 0.99, 95% CI = 0.68-1.45), low Apgar score (OR = 0.62, 95% CI = 0.23-1.65), stillbirth (OR = 1.05, 95% CI = 0.33-3.31), placenta complication (OR = 0.53, 95% CI = 0.22-1.27), and any adverse event (OR = 1.10, 95% CI = 0.93-1.30). Similar results were found when comparing DMD-exposed pregnancies with DMD-unexposed pregnancies. CONCLUSIONS We found no increased association of adverse pregnancy outcomes in newborns with fetal exposure to DMDs when compared with either DMD-unexposed pregnancies or the general population.
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Affiliation(s)
- Johanna Balslev Andersen
- Danish Multiple Sclerosis Registry, Department of Neurology, Copenhagen University Hospital-Rigshospitalet, Glostrup, Denmark
| | - Finn Sellebjerg
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital-Rigshospitalet, Glostrup, Denmark.,Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Melinda Magyari
- Danish Multiple Sclerosis Registry, Department of Neurology, Copenhagen University Hospital-Rigshospitalet, Glostrup, Denmark.,Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital-Rigshospitalet, Glostrup, Denmark.,Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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Oreja-Guevara C, Brownlee W, Celius EG, Centonze D, Giovannoni G, Hodgkinson S, Kleinschnitz C, Havrdova EK, Magyari M, Selchen D, Vermersch P, Wiendl H, Van Wijmeersch B, Salloukh H, Yamout B. Expert opinion on the long-term use of cladribine tablets for multiple sclerosis: Systematic literature review of real-world evidence. Mult Scler Relat Disord 2023; 69:104459. [PMID: 36565573 DOI: 10.1016/j.msard.2022.104459] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 11/20/2022] [Accepted: 12/07/2022] [Indexed: 12/13/2022]
Abstract
BACKGROUND Treatment with cladribine tablets (CladT), an immune reconstitution therapy for relapsing multiple sclerosis (RMS), involves two short courses of treatment in Year 1 and Year 2. Most patients achieve sustained efficacy with CladT, but a small proportion may experience new disease activity (DA). Following completion of the indicated dose, physicians may have questions relating to the long-term management of these patients. Since the EU approval of CladT over 5 years ago, real-world evidence (RWE) is increasing and may provide some insights and guidance for clinical practice. We describe a systematic literature review (SLR) of RWE and provide expert opinions relating to six questions regarding the long-term use of CladT. METHODS Pertinent clinical questions were developed by a steering committee (SC) of 14 international multiple sclerosis (MS) experts regarding breakthrough DA in Year 1, new DA after 2 years or more of treatment, long-term management of stable patients, and whether additional courses of CladT may be required or safe. An SLR was performed in EMBASE and PubMed using the population, intervention, comparators, outcomes, study design (PICOS) framework to identify relevant studies within the last 15 years. Searches of key congress proceedings for the last 2-3 years were also performed. Following review of the results and RWE, the SC drafted and agreed on expert opinion statements for each question. RESULTS A total of 35 publications reporting RWE for CladT were included in this review. In the real world, breakthrough DA in Year 1 is of low incidence (1.1-21.9%) but can occur, particularly in patients switching from anti-lymphocyte trafficking agents. In most patients, this DA did not lead to treatment discontinuation. Reported rates of DA after the full therapeutic effect of CladT has been achieved (end of Year 2, 3 or 4) range from 12.0 to 18.7% in the few studies identified. No RWE was identified to support management decisions for stable patients in Year 5 or later. Views among the group were also diverse on this question and voting on expert opinion statements was required. Only two studies reported the administration of additional courses of CladT, but detailed safety outcomes were not provided. CONCLUSIONS RWE for the long-term use of CladT in the treatment of RMS is increasing, however, gaps in knowledge remain. Where possible, the RWE identified through the SLR informed expert statements, but, where RWE is still lacking, these were based solely on experiences and opinion, providing some guidance on topics and questions that occur in daily clinical practice. More real-world studies with longer-term follow-up periods are needed and highly anticipated.
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Affiliation(s)
- Celia Oreja-Guevara
- Neurology, Hospital Clínico San Carlos, IdISSC, Madrid, Spain; Department of Medicine, Faculty of Medicine, Universidad Complutense de Madrid, Spain
| | - Wallace Brownlee
- Queen Square MS Centre, National Hospital for Neurology and Neurosurgery, London, United Kingdom
| | - Elisabeth G Celius
- Department of Neurology, Oslo University Hospital, Oslo, Norway; Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Diego Centonze
- Department of Systems Medicine, Tor Vergata University, Rome, Italy; Unit of Neurology, IRCCS Neuromed, Pozzilli (IS), Italy
| | - Gavin Giovannoni
- Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
| | - Suzanne Hodgkinson
- Department of Neurology, Liverpool Hospital, and UNSW Sydney, New South Wales, Australia
| | - Christoph Kleinschnitz
- Department of Neurology and Center for Translational and Behavioural Neurosciences (C-TNBS), University Hospital Essen, Essen, Germany
| | - Eva Kubala Havrdova
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic
| | - Melinda Magyari
- Department of Neurology, Danish Multiple Sclerosis Center, Copenhagen University Hospital, Rigshospitalet, Denmark
| | - Daniel Selchen
- Division of Neurology, St. Michael's Hospital, University of Toronto, Toronto, Ontario, Canada
| | | | - Heinz Wiendl
- Department of Neurology, Institute of Translational Neurology, University of Münster, Münster, Germany
| | | | - Hashem Salloukh
- Ares Trading SA, Eysins, Switzerland (An Affiliate of Merck KGaA)
| | - Bassem Yamout
- Neurology Institute, Harley Street Medical Center, Abu Dhabi, UAE; American University of Beirut, Lebanon.
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El Mahdaoui S, Romme Christensen J, Magyari M, Wandall-Holm MF, Sellebjerg F. Intravenous ofatumumab treatment of multiple sclerosis and related disorders: An observational study. Mult Scler Relat Disord 2022; 68:104246. [PMID: 36279600 DOI: 10.1016/j.msard.2022.104246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 09/14/2022] [Accepted: 10/14/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND Ofatumumab is an anti-CD20 monoclonal antibody approved for subcutaneous administration for the treatment of relapsing multiple sclerosis (MS), but intravenously administered ofatumumab has been investigated in a phase 2 trial and used off-label. The objective of the present study was to assess disease activity and side effects in relation to longer-term intravenous ofatumumab treatment of MS and related disorders. METHODS We conducted a retrospective study of patients treated off-label with intravenous ofatumumab for MS, neuromyelitis optica spectrum disease (NMOSD) and myelin oligodendrocyte glycoprotein antibody-associated disease (MOGAD) at the Danish Multiple Sclerosis Center. Data was retrieved from the Danish Multiple Sclerosis Registry and through medical chart review. RESULTS Fifty patients were identified with a median treatment duration of 2.2 years. Annualized relapse rate decreased from 1.03 at baseline to 0.38 during ofatumumab treatment. At 24 months, the probability of having experienced a relapse was 55% and confirmed disability worsening 7%. Frequency of infusion-related reactions was 86% during the first infusion and 42% during the last infusion. Six experienced infections requiring hospitalization. CONCLUSION Our data indicate a reduction of relapse frequency, stabilization of disability worsening and an acceptable safety profile, although we observed a higher frequency of infusion reactions compared to data from other intravenously administered anti-CD20 monoclonal antibodies. The study supports a class effect of anti-CD20 monoclonal antibodies and the hypothesis that complement activation may be associated to a higher frequency of infusion related reactions.
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Affiliation(s)
- Sahla El Mahdaoui
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark.
| | - Jeppe Romme Christensen
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark
| | - Melinda Magyari
- Danish Multiple Sclerosis Registry, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Malthe Faurschou Wandall-Holm
- Danish Multiple Sclerosis Registry, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark
| | - Finn Sellebjerg
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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Sun S, Folarin AA, Zhang Y, Cummins N, Liu S, Stewart C, Ranjan Y, Rashid Z, Conde P, Laiou P, Sankesara H, Dalla Costa G, Leocani L, Sørensen PS, Magyari M, Guerrero AI, Zabalza A, Vairavan S, Bailon R, Simblett S, Myin-Germeys I, Rintala A, Wykes T, Narayan VA, Hotopf M, Comi G, Dobson RJ. The utility of wearable devices in assessing ambulatory impairments of people with multiple sclerosis in free-living conditions. Comput Methods Programs Biomed 2022; 227:107204. [PMID: 36371974 DOI: 10.1016/j.cmpb.2022.107204] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 07/27/2022] [Accepted: 10/26/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND AND OBJECTIVES Multiple sclerosis (MS) is a progressive inflammatory and neurodegenerative disease of the central nervous system affecting over 2.5 million people globally. In-clinic six-minute walk test (6MWT) is a widely used objective measure to evaluate the progression of MS. Yet, it has limitations such as the need for a clinical visit and a proper walkway. The widespread use of wearable devices capable of depicting patients' activity profiles has the potential to assess the level of MS-induced disability in free-living conditions. METHODS In this work, we extracted 96 features in different temporal granularities (from minute-level to day-level) from wearable data and explored their utility in estimating 6MWT scores in a European (Italy, Spain, and Denmark) MS cohort of 337 participants over an average of 10 months' duration. We combined these features with participants' demographics using three regression models including elastic net, gradient boosted trees and random forest. In addition, we quantified the individual feature's contribution using feature importance in these regression models, linear mixed-effects models, generalized estimating equations, and correlation-based feature selection (CFS). RESULTS The results showed promising estimation performance with R2 of 0.30, which was derived using random forest after CFS. This model was able to distinguish the participants with low disability from those with high disability. Furthermore, we observed that the minute-level (≤ 8 minutes) step count, particularly those capturing the upper end of the step count distribution, had a stronger association with 6MWT. The use of a walking aid was indicative of ambulatory function measured through 6MWT. CONCLUSIONS This study demonstrates the utility of wearables devices in assessing ambulatory impairments in people with MS in free-living conditions and provides a basis for future investigation into the clinical relevance.
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Affiliation(s)
- Shaoxiong Sun
- The Department of Biostatistics and Health informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
| | - Amos A Folarin
- The Department of Biostatistics and Health informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; Institute of Health Informatics, University College London, London, UK
| | - Yuezhou Zhang
- The Department of Biostatistics and Health informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Nicholas Cummins
- The Department of Biostatistics and Health informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Shuo Liu
- Chair of Embedded Intelligence for Health Care & Wellbeing, University of Augsburg, Germany
| | - Callum Stewart
- The Department of Biostatistics and Health informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Yatharth Ranjan
- The Department of Biostatistics and Health informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Zulqarnain Rashid
- The Department of Biostatistics and Health informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Pauline Conde
- The Department of Biostatistics and Health informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Petroula Laiou
- The Department of Biostatistics and Health informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Heet Sankesara
- The Department of Biostatistics and Health informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | | | - Letizia Leocani
- Vita-Salute University and Experimental Neurophysiology Unit, Institute of Experimental Neurology-INSPE, Scientific Institute San Raffaele, Milan, Italy
| | - Per Soelberg Sørensen
- Department of Neurology, Danish Multiple Sclerosis Center, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Melinda Magyari
- Department of Neurology, Danish Multiple Sclerosis Center, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Ana Isabel Guerrero
- Servei de Neurologia-Neuroimmunologia, Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Ana Zabalza
- Servei de Neurologia-Neuroimmunologia, Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | | | - Raquel Bailon
- Biomedical Signal Interpretation & Computational Simulation (BSICoS) Group, Aragon Institute of Engineering Research (I3A), IIS Aragon, University of Zaragoza, Zaragoza, Spain; Centro de Investigacion Biomedica en Red en Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Madrid, Spain
| | - Sara Simblett
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Inez Myin-Germeys
- Department of Neurosciences, Centre for Contextual Psychiatry, KU Leuven, Leuven, Belgium
| | - Aki Rintala
- Department of Neurosciences, Centre for Contextual Psychiatry, KU Leuven, Leuven, Belgium; Faculty of Social Services and Health Care, LAB University of Applied Sciences, Lahti, Finland
| | - Til Wykes
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; South London and Maudsley NHS Foundation Trust, London, UK
| | | | - Matthew Hotopf
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; South London and Maudsley NHS Foundation Trust, London, UK
| | - Giancarlo Comi
- Vita Salute San Raffaele University, Milan, Italy; Casa di Cura Privata del Policlinico, Milan, Italy
| | - Richard Jb Dobson
- The Department of Biostatistics and Health informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; Institute of Health Informatics, University College London, London, UK.
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Siddi S, Giné-Vázquez I, Bailon R, Matcham F, Lamers F, Kontaxis S, Laporta E, Garcia E, Arranz B, Dalla Costa G, Guerrero AI, Zabalza A, Buron MD, Comi G, Leocani L, Annas P, Hotopf M, Penninx BWJH, Magyari M, Sørensen PS, Montalban X, Lavelle G, Ivan A, Oetzmann C, White KM, Difrancesco S, Locatelli P, Mohr DC, Aguiló J, Narayan V, Folarin A, Dobson RJB, Dineley J, Leightley D, Cummins N, Vairavan S, Ranjan Y, Rashid Z, Rintala A, Girolamo GD, Preti A, Simblett S, Wykes T, Myin-Germeys I, Haro JM. Biopsychosocial Response to the COVID-19 Lockdown in People with Major Depressive Disorder and Multiple Sclerosis. J Clin Med 2022; 11:7163. [PMID: 36498739 PMCID: PMC9738639 DOI: 10.3390/jcm11237163] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 11/22/2022] [Accepted: 11/28/2022] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND Changes in lifestyle, finances and work status during COVID-19 lockdowns may have led to biopsychosocial changes in people with pre-existing vulnerabilities such as Major Depressive Disorders (MDDs) and Multiple Sclerosis (MS). METHODS Data were collected as a part of the RADAR-CNS (Remote Assessment of Disease and Relapse-Central Nervous System) program. We analyzed the following data from long-term participants in a decentralized multinational study: symptoms of depression, heart rate (HR) during the day and night; social activity; sedentary state, steps and physical activity of varying intensity. Linear mixed-effects regression analyses with repeated measures were fitted to assess the changes among three time periods (pre, during and post-lockdown) across the groups, adjusting for depression severity before the pandemic and gender. RESULTS Participants with MDDs (N = 255) and MS (N = 214) were included in the analyses. Overall, depressive symptoms remained stable across the three periods in both groups. A lower mean HR and HR variation were observed between pre and during lockdown during the day for MDDs and during the night for MS. HR variation during rest periods also decreased between pre- and post-lockdown in both clinical conditions. We observed a reduction in physical activity for MDDs and MS upon the introduction of lockdowns. The group with MDDs exhibited a net increase in social interaction via social network apps over the three periods. CONCLUSIONS Behavioral responses to the lockdown measured by social activity, physical activity and HR may reflect changes in stress in people with MDDs and MS. Remote technology monitoring might promptly activate an early warning of physical and social alterations in these stressful situations. Future studies must explore how stress does or does not impact depression severity.
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Affiliation(s)
- Sara Siddi
- Parc Sanitari Sant Joan de Déu, Fundació Sant Joan de Déu, CIBERSAM (Madrid 28029), Universitat de Barcelona, 08007 Barcelona, Spain
| | - Iago Giné-Vázquez
- Parc Sanitari Sant Joan de Déu, Fundació Sant Joan de Déu, CIBERSAM (Madrid 28029), Universitat de Barcelona, 08007 Barcelona, Spain
| | - Raquel Bailon
- Aragón Institute of Engineering Research (I3A), University of Zaragoza, 50001 Zaragoza, Spain
- Centros de Investigación Biomédica en Red en el Área de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), 28029 Madrid, Spain
| | - Faith Matcham
- Institute of Psychiatry, King’s College London, Psychology and Neuroscience, London SE5 8AF, UK
- School of Psychology, University of Sussex, Falmer BN1 9QH, UK
| | - Femke Lamers
- Department of Psychiatry, Amsterdam UMC, Vrije Universiteit, 1081 HV Amsterdam, The Netherlands
- Mental Health Program, Amsterdam Public Health Research Institute, 1081 BT Amsterdam, The Netherlands
| | - Spyridon Kontaxis
- Aragón Institute of Engineering Research (I3A), University of Zaragoza, 50001 Zaragoza, Spain
- Centros de Investigación Biomédica en Red en el Área de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), 28029 Madrid, Spain
| | - Estela Laporta
- Centros de Investigación Biomédica en Red en el Área de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), 28029 Madrid, Spain
| | - Esther Garcia
- Centros de Investigación Biomédica en Red en el Área de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), 28029 Madrid, Spain
- Microelectrónica y Sistemas Electrónicos, Universidad Autónoma de Barcelona, 08193 Bellaterra, Spain
| | - Belen Arranz
- Parc Sanitari Sant Joan de Déu, Fundació Sant Joan de Déu, CIBERSAM (Madrid 28029), Universitat de Barcelona, 08007 Barcelona, Spain
| | - Gloria Dalla Costa
- Faculty of Medicine, Vita-Salute San Raffaele University, 20132 Milan, Italy
| | - Ana Isabel Guerrero
- Multiple Sclerosis Centre of Catalonia (Cemcat), Department of Neurology/Neuroimmunology, Vall d’Hebron Institut de Recerca, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, 08035 Barcelona, Spain
| | - Ana Zabalza
- Multiple Sclerosis Centre of Catalonia (Cemcat), Department of Neurology/Neuroimmunology, Vall d’Hebron Institut de Recerca, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, 08035 Barcelona, Spain
| | - Mathias Due Buron
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital Rigshospitalet, 2100 Copenhagen, Denmark
| | - Giancarlo Comi
- Faculty of Medicine, Vita-Salute San Raffaele University, 20132 Milan, Italy
- Casa Cura Policlinico, 20144 Milan, Italy
| | - Letizia Leocani
- Faculty of Medicine, Vita-Salute San Raffaele University, 20132 Milan, Italy
- Experimental Neurophysiology Unit, Institute of Experimental Neurology-INSPE, Scientific Institute San Raffaele, 20132 Milan, Italy
| | | | - Matthew Hotopf
- Institute of Psychiatry, King’s College London, Psychology and Neuroscience, London SE5 8AF, UK
| | - Brenda W. J. H. Penninx
- Department of Psychiatry, Amsterdam UMC, Vrije Universiteit, 1081 HV Amsterdam, The Netherlands
- Mental Health Program, Amsterdam Public Health Research Institute, 1081 BT Amsterdam, The Netherlands
| | - Melinda Magyari
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital Rigshospitalet, 2100 Copenhagen, Denmark
| | - Per S. Sørensen
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital Rigshospitalet, 2100 Copenhagen, Denmark
| | - Xavier Montalban
- Multiple Sclerosis Centre of Catalonia (Cemcat), Department of Neurology/Neuroimmunology, Vall d’Hebron Institut de Recerca, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, 08035 Barcelona, Spain
| | - Grace Lavelle
- Institute of Psychiatry, King’s College London, Psychology and Neuroscience, London SE5 8AF, UK
| | - Alina Ivan
- Institute of Psychiatry, King’s College London, Psychology and Neuroscience, London SE5 8AF, UK
| | - Carolin Oetzmann
- Institute of Psychiatry, King’s College London, Psychology and Neuroscience, London SE5 8AF, UK
| | - Katie M. White
- Institute of Psychiatry, King’s College London, Psychology and Neuroscience, London SE5 8AF, UK
| | - Sonia Difrancesco
- Department of Psychiatry, Amsterdam UMC, Vrije Universiteit, 1081 HV Amsterdam, The Netherlands
| | - Patrick Locatelli
- Department of Engineering and Applied Science, University of Bergamo, 24129 Bergamo, Italy
| | - David C. Mohr
- Center for Behavioral Intervention Technologies, Department of Preventative Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Jordi Aguiló
- Centros de Investigación Biomédica en Red en el Área de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), 28029 Madrid, Spain
- Microelectrónica y Sistemas Electrónicos, Universidad Autónoma de Barcelona, 08193 Bellaterra, Spain
| | - Vaibhav Narayan
- Research and Development Information Technology, Janssen Research & Development, LLC, Titusville, NJ 08560, USA
| | - Amos Folarin
- Institute of Psychiatry, King’s College London, Psychology and Neuroscience, London SE5 8AF, UK
| | - Richard J. B. Dobson
- Institute of Psychiatry, King’s College London, Psychology and Neuroscience, London SE5 8AF, UK
| | - Judith Dineley
- Institute of Psychiatry, King’s College London, Psychology and Neuroscience, London SE5 8AF, UK
| | - Daniel Leightley
- Institute of Psychiatry, King’s College London, Psychology and Neuroscience, London SE5 8AF, UK
| | - Nicholas Cummins
- Institute of Psychiatry, King’s College London, Psychology and Neuroscience, London SE5 8AF, UK
| | - Srinivasan Vairavan
- Research and Development Information Technology, Janssen Research & Development, LLC, Titusville, NJ 08560, USA
| | - Yathart Ranjan
- Institute of Psychiatry, King’s College London, Psychology and Neuroscience, London SE5 8AF, UK
| | - Zulqarnain Rashid
- Institute of Psychiatry, King’s College London, Psychology and Neuroscience, London SE5 8AF, UK
| | - Aki Rintala
- Department for Neurosciences, Center for Contextual Psychiatry, Katholieke Universiteit Leuven, 7001 Leuven, Belgium
- Faculty of Social Services and Health Care, LAB University of Applied Sciences, 15210 Lahti, Finland
| | - Giovanni De Girolamo
- IRCCS Instituto Centro San Giovanni di Dio Fatebenefratelli, 25125 Brescia, Italy
| | - Antonio Preti
- Dipartimento di Neuroscienze, Università degli Studi di Torino, 10126 Torino, Italy
| | - Sara Simblett
- Institute of Psychiatry, King’s College London, Psychology and Neuroscience, London SE5 8AF, UK
| | - Til Wykes
- Institute of Psychiatry, King’s College London, Psychology and Neuroscience, London SE5 8AF, UK
| | | | - Inez Myin-Germeys
- Department for Neurosciences, Center for Contextual Psychiatry, Katholieke Universiteit Leuven, 7001 Leuven, Belgium
| | - Josep Maria Haro
- Parc Sanitari Sant Joan de Déu, Fundació Sant Joan de Déu, CIBERSAM (Madrid 28029), Universitat de Barcelona, 08007 Barcelona, Spain
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Simpson-Yap S, Pirmani A, Kalincik T, De Brouwer E, Geys L, Parciak T, Helme A, Rijke N, Hillert JA, Moreau Y, Edan G, Sharmin S, Spelman T, McBurney R, Schmidt H, Bergmann AB, Braune S, Stahmann A, Middleton RM, Salter A, Bebo B, Van der Walt A, Butzkueven H, Ozakbas S, Boz C, Karabudak R, Alroughani R, Rojas JI, van der Mei IA, Sciascia do Olival G, Magyari M, Alonso RN, Nicholas RS, Chertcoff AS, de Torres AZ, Arrambide G, Nag N, Descamps A, Costers L, Dobson R, Miller A, Rodrigues P, Prčkovska V, Comi G, Peeters LM. Updated Results of the COVID-19 in MS Global Data Sharing Initiative. Neurol Neuroimmunol Neuroinflamm 2022; 9:9/6/e200021. [PMID: 36038263 PMCID: PMC9423711 DOI: 10.1212/nxi.0000000000200021] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 07/27/2022] [Indexed: 11/18/2022]
Abstract
Background and Objectives Certain demographic and clinical characteristics, including the use of some disease-modifying therapies (DMTs), are associated with severe acute respiratory syndrome coronavirus 2 infection severity in people with multiple sclerosis (MS). Comprehensive exploration of these relationships in large international samples is needed. Methods Clinician-reported demographic/clinical data from 27 countries were aggregated into a data set of 5,648 patients with suspected/confirmed coronavirus disease 2019 (COVID-19). COVID-19 severity outcomes (hospitalization, admission to intensive care unit [ICU], requiring artificial ventilation, and death) were assessed using multilevel mixed-effects ordered probit and logistic regression, adjusted for age, sex, disability, and MS phenotype. DMTs were individually compared with glatiramer acetate, and anti-CD20 DMTs with pooled other DMTs and with natalizumab. Results Of 5,648 patients, 922 (16.6%) with suspected and 4,646 (83.4%) with confirmed COVID-19 were included. Male sex, older age, progressive MS, and higher disability were associated with more severe COVID-19. Compared with glatiramer acetate, ocrelizumab and rituximab were associated with higher probabilities of hospitalization (4% [95% CI 1–7] and 7% [95% CI 4–11]), ICU/artificial ventilation (2% [95% CI 0–4] and 4% [95% CI 2–6]), and death (1% [95% CI 0–2] and 2% [95% CI 1–4]) (predicted marginal effects). Untreated patients had 5% (95% CI 2–8), 3% (95% CI 1–5), and 1% (95% CI 0–3) higher probabilities of the 3 respective levels of COVID-19 severity than glatiramer acetate. Compared with pooled other DMTs and with natalizumab, the associations of ocrelizumab and rituximab with COVID-19 severity were also more pronounced. All associations persisted/enhanced on restriction to confirmed COVID-19. Discussion Analyzing the largest international real-world data set of people with MS with suspected/confirmed COVID-19 confirms that the use of anti-CD20 medication (both ocrelizumab and rituximab), as well as male sex, older age, progressive MS, and higher disability are associated with more severe course of COVID-19.
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Affiliation(s)
- Steve Simpson-Yap
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy.
| | - Ashkan Pirmani
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Tomas Kalincik
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Edward De Brouwer
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Lotte Geys
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Tina Parciak
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Anne Helme
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Nick Rijke
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Jan A Hillert
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Yves Moreau
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Gilles Edan
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Sifat Sharmin
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Tim Spelman
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Robert McBurney
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Hollie Schmidt
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Arnfin B Bergmann
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Stefan Braune
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Alexander Stahmann
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Rod M Middleton
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Amber Salter
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Bruce Bebo
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Anneke Van der Walt
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Helmut Butzkueven
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Serkan Ozakbas
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Cavit Boz
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Rana Karabudak
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Raed Alroughani
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Juan I Rojas
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Ingrid A van der Mei
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Guilherme Sciascia do Olival
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Melinda Magyari
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Ricardo N Alonso
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Richard S Nicholas
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Anibal S Chertcoff
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Ana Zabalza de Torres
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Georgina Arrambide
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Nupur Nag
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Annabel Descamps
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Lars Costers
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Ruth Dobson
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Aleisha Miller
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Paulo Rodrigues
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Vesna Prčkovska
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Giancarlo Comi
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
| | - Liesbet M Peeters
- From the CORe (S.S.-Y., T.K., S.S.), Department of Medicine, and Neuroepidemiology Unit (S.S.-Y., N.N.), Melbourne School of Population & Global Health, The University of Melbourne; Menzies Institute for Medical Research (S.S.-Y.), University of Tasmania, Australia; ESAT-STADIUS (A.P., E.D.B., L.G., T.P., Y.M.), KU Leuven; Biomedical Research Institute-Data Science Institute (A.P., L.G., T.P.), Hasselt University, Belgium; MS Centre (T.K., L.M.P.), Department of Neurology, Royal Melbourne Hospital, Australia; Department of Medical Informatics (T.K.), University Medical Center Göttingen, Germany; MS International Federation (A.H., N.R.), London, United Kingdom; Department of Clinical Neuroscience (J.A.H., T.S.), Swedish MS Registry, Karolinska Institutet, Sweden; Department of Neurology (G.E.), CHU Pontchaillou, France; iConquerMS People-Powered Research Network (R.M., H.S.), Accelerated Cure Project for MS, Waltham, MA; NeuroTransData Study Group (A.B.B., S.B.), NeuroTransData, Neuburg an der Donau, Germany; German MS-Register by the National MS Society (A. Stahmann), MS Forschungs- und Projektentwicklungs-gGmbH; UK MS Register (R.M.M., R.S.N.), Swansea University; COViMS (A. Salter, B.B.); Division of Biostatistics (A. Salter), Washington University in St. Louis; Department of Neuroscience (A.V.d.W., H.B.), Central Clinical School, Monash University, Australia; Dokuz Eylul University (S.O.), İzmir; Department of Neurology (C.B.), Karadeniz Technical University, Trabzon; Department of Neurology (R.K.), University of Hacettepe, Turkey; Amiri Hospital (R.A.), Kuwait; Neurology Department (J.I.R.), Hospital Universitario de CEMIC; RELACOEM (J.I.R., R.N.A.), Buenos Aires, Argentina; The Australian MS Longitudinal Study (I.A.v.d.M.), Menzies Institute for Medical Research, University of Tasmania; ABEM-Brazilian MS Patients Association (G.S.d.O.); The Danish Multiple Sclerosis Registry (M.M.), Departement of Neurology, University Hospital Rigshospitalet, Denmark; Multiple Sclerosis University Center (R.N.A.), Ramos Mejia Hospital-EMA, Argentina; Imperial College London (R.S.N., A.M.), United Kingdom; MS and Demyelinating Diseases, Hospital Británico de Buenos Aires (A.S.C.), EMA, Argentina; Servei de Neurologia-Neuroimmunologia (A.Z.d.T., G.A.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari, Universitat Autònoma de Barcelona, Spain; icometrix (A.D., L.C.), Leuven, Belgium; Queen Mary University London (R.D.), United Kingdom; QMENTA (P.R., V.P.), Barcelona, Spain; and Casa di Cura del Policlinico and Università Vita Salute San Raffaele (G.C.), Italy
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Pugliatti M, Hartung HP, Oreja-Guevara C, Pozzilli C, Airas L, Alkhawajah M, Grigoriadis N, Magyari M, Van Wijmeersch B, Zakaria M, Linker R, Chan A, Vermersch P, Berger T. Anti-SARS-CoV-2 vaccination in people with multiple sclerosis: Lessons learnt a year in. Front Immunol 2022; 13:1045101. [PMID: 36325318 PMCID: PMC9620960 DOI: 10.3389/fimmu.2022.1045101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 09/26/2022] [Indexed: 11/22/2022] Open
Abstract
It has been over a year since people with multiple sclerosis (pwMS) have been receiving vaccines against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). With a negligible number of cases in which vaccination led to a relapse or new onset MS, experts around the world agree that the potential consequences of COVID-19 in pwMS by far outweigh the risks of vaccination. This article reviews the currently available types of anti-SARS-CoV-2 vaccines and the immune responses they elicit in pwMS treated with different DMTs. Findings to date highlight the importance of vaccine timing in relation to DMT dosing to maximize protection, and of encouraging pwMS to get booster doses when offered.
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Affiliation(s)
- Maura Pugliatti
- Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, Italy
- Interdepartmental Center of Research for Multiple Sclerosis and Neuro-inflammatory and Degenerative Diseases, University of Ferrara, Ferrara, Italy
| | - Hans-Peter Hartung
- Department of Neurology, Medical Faculty, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany
- Brain and Mind Center, University of Sydney, Sydney, NSW, Australia
- Department of Neurology, Palacky University Olomouc, Olomouc, Czechia
- *Correspondence: Hans-Peter Hartung,
| | - Celia Oreja-Guevara
- Department of Neurology, Hospital Clínico San Carlos, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Madrid, Spain
- Faculty of Medicine, Complutense University of Madrid (UCM), Madrid, Spain
| | - Carlo Pozzilli
- Multiple Sclerosis Center, S. Andrea Hospital, Department of Human Neuroscience, University Sapienza, Rome, Italy
| | - Laura Airas
- Division of Clinical Neurosciences, University of Turku, Turku, Finland
- Neurocenter of Turku University Hospital, Turku, Finland
| | - Mona Alkhawajah
- Section of Neurology, Neurosciences Center, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
- College of Medicine, Al Faisal University, Riyadh, Saudi Arabia
| | - Nikolaos Grigoriadis
- Laboratory of Experimental Neurology and Neuroimmunology, Second Department of Neurology, American Hellenic Educational Progressive Association (AHEPA) University Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Melinda Magyari
- Danish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Bart Van Wijmeersch
- Universitair Multiple Sclerosis (MS) Centrum, Hasselt-Pelt, Belgium
- Revalidatie & Multiple Sclerosis (MS), Noorderhart, Pelt, Belgium
- Rehabilitation Research Center (REVAL) & Biomedical Research Institute (BIOMED), Hasselt University, Hasselt, Belgium
| | - Magd Zakaria
- Department of Neurology, Ain Shams University, Cairo, Egypt
| | - Ralf Linker
- Clinic and Polyclinic for Neurology, Universitätsklinikum Regensburg, Regensburg, Germany
| | - Andrew Chan
- Department of Neurology, Inselspital Bern, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Patrick Vermersch
- University of Lille, Inserm U1172 LilNCog, CHU Lille, FHU Precise, Lille, France
| | - Thomas Berger
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
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Framke E, Pontieri L, Bramow S, Sellebjerg F, Magyari M. Rebound of clinical disease activity after fingolimod discontinuation? A nationwide cohort study of patients in Denmark. J Neurol Neurosurg Psychiatry 2022:jnnp-2022-329607. [PMID: 36171103 DOI: 10.1136/jnnp-2022-329607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 08/24/2022] [Indexed: 11/04/2022]
Abstract
OBJECTIVE We investigated whether clinical rebound occurred after fingolimod discontinuation in a complete population of patients with relapsing-remitting multiple sclerosis (RRMS) in Denmark. We further identified clinical and demographical factors associated with disease reactivation after fingolimod discontinuation. METHODS The population comprised 992 RRMS patients treated with fingolimod for 6 months or more. We estimated annualised relapse rates (ARR) before, during and after treatment. We estimated overall ARRs and ARRs stratified by disease activity before discontinuation. We calculated the proportion of patients with a higher clinical disease activity after discontinuation than before treatment start. Finally, we analysed the association between variables at discontinuation and time to first relapse after discontinuation. RESULTS The ARR 3 months after discontinuation (ARR=0.56; 95% CI=0.47 to 0.66) was statistically significantly lower (p<0.01) than the ARR 1 year before treatment (ARR=0.74; 95% CI=0.69 to 0.80). Results were similar when repeating analyses in patients with and without disease activity before discontinuation. In total, 124 patients (12.5%) had clinical rebound. Of those, 36 had no disease breakthrough before discontinuation (3.6% of total population). On treatment disease activity (HR=1.98, p<0.01), lower age (HR=0.98, p=0.01) and female sex (HR=1.68, p=0.02) were associated with a higher relapse risk after discontinuation. CONCLUSIONS Based on average ARR levels, there was no evidence of clinical rebound after fingolimod discontinuation. In total, 12.5% of patients had clinical rebound. Only 3.6%, however, had clinical rebound without disease activity before discontinuation. Disease activity before discontinuation, female sex and younger age were statistically significantly associated with a higher relapse risk after discontinuation.
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Affiliation(s)
- Elisabeth Framke
- The Danish Multiple Sclerosis Registry, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark
| | - Luigi Pontieri
- The Danish Multiple Sclerosis Registry, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark
| | - Stephan Bramow
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark
| | - Finn Sellebjerg
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Melinda Magyari
- The Danish Multiple Sclerosis Registry, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital - Rigshospitalet, Glostrup, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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Wandall-Holm MF, Buron MD, Kopp TI, Thielen K, Sellebjerg F, Magyari M. Time to first treatment and risk of disability pension in relapsing-remitting multiple sclerosis. J Neurol Neurosurg Psychiatry 2022; 93:858-864. [PMID: 35688630 DOI: 10.1136/jnnp-2022-329058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Accepted: 05/02/2022] [Indexed: 11/12/2022]
Abstract
Background Initiation of disease-modifying therapy early in the disease course of relapsing-remitting multiple sclerosis (RRMS) has demonstrated beneficial effects on clinical outcomes, but socioeconomic outcomes remain largely unexplored. Objective To investigate the association between the delay from disease onset to first treatment and the hazard of disability pension. Methods We performed a population-based cohort study with data from the nationwide Danish Multiple Sclerosis Registry and Danish nationwide registries. Patients with a disease onset between 1 January 1996 to 5 April 2016 were followed until disability pension or a competing risk/censoring event. 7859 patients were assessed for eligibility of which 5208 were included in the final cohort. Key inclusion criteria were: a diagnosis of multiple sclerosis, relapsing-remitting phenotype, treatment in history, age 18-65 years and an Expanded Disability Status Scale≤4. Patients were categorised according to time from onset to first treatment: within 1 year (early), between 1 and 4 years (intermediate) and from 4 to 8 years (late). Results Of the 5208 patients, 1922 were early, 2126 were intermediate and 1160 were late. Baseline clinical and socioeconomic variables were well balanced. The hazard of receiving disability pension increased with increasing delay of treatment initiation compared with the early group. Cox regression estimates adjusted for clinical and socioeconomic confounders: intermediate (HR, 1.37; 95% CI, 1.12 to 1.68) and late (HR, 1.97; 95% CI, 1.55 to 2.51). Conclusion Early treatment initiation is associated with a reduced risk of disability pension in patients with RRMS. This finding underlines the importance of early diagnosis and treatment on a patient-centred, socioeconomic disability milestone.
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Affiliation(s)
- Malthe Faurschou Wandall-Holm
- Danish Multiple Sclerosis Registry, Department of Neurology, University of Copenhagen, Rigshospitalet Glostrup, Glostrup, Denmark
| | - Mathias Due Buron
- Danish Multiple Sclerosis Registry, Department of Neurology, University of Copenhagen, Rigshospitalet Glostrup, Glostrup, Denmark
| | - Tine Iskov Kopp
- Danish Multiple Sclerosis Registry, Department of Neurology, University of Copenhagen, Rigshospitalet Glostrup, Glostrup, Denmark
| | - Karsten Thielen
- Department of Occupational and Social Medicine, Holbæk Hospital, Copenhagen University Hospital, Holbæk, Denmark
| | - Finn Sellebjerg
- Danish Multiple Sclerosis Center, Department of Neurology, University of Copenhagen, Rigshospitalet Glostrup, Glostrup, Denmark
| | - Melinda Magyari
- Danish Multiple Sclerosis Registry, Department of Neurology, University of Copenhagen, Rigshospitalet Glostrup, Glostrup, Denmark.,Danish Multiple Sclerosis Center, Department of Neurology, University of Copenhagen, Rigshospitalet Glostrup, Glostrup, Denmark
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Simpson-Yap S, Pirmani A, De Brouwer E, Peeters LM, Geys L, Parciak T, Helme A, Hillert J, Moreau Y, Edan G, Spelman T, Sharmin S, McBurney R, Schmidt H, Bergmann A, Braune S, Stahmann A, Middleton R, Salter A, Bebo B, van der Walt A, Butzkueven H, Ozakbas S, Karabudak R, Boz C, Alroughani R, Rojas JI, van der Mei I, Sciascia do Olival G, Magyari M, Alonso R, Nicholas R, Chertcoff A, Zabalza A, Arrambide G, Nag N, Descamps A, Costers L, Dobson R, Miller A, Rodrigues P, Prčkovska V, Comi G, Kalincik T. Severity of COVID19 infection among patients with multiple sclerosis treated with interferon-β. Mult Scler Relat Disord 2022; 66:104072. [PMID: 35917745 PMCID: PMC9310378 DOI: 10.1016/j.msard.2022.104072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 07/15/2022] [Accepted: 07/24/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND Interferon-β, a disease-modifying therapy (DMT) for MS, may be associated with less severe COVID-19 in people with MS. RESULTS Among 5,568 patients (83.4% confirmed COVID-19), interferon-treated patients had lower risk of severe COVID-19 compared to untreated, but not to glatiramer-acetate, dimethyl-fumarate, or pooled other DMTs. CONCLUSIONS In comparison to other DMTs, we did not find evidence of protective effects of interferon-β on the severity of COVID-19, though compared to the untreated, the course of COVID19 was milder among those on interferon-β. This study does not support the use of interferon-β as a treatment to reduce COVID-19 severity in MS.
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Affiliation(s)
- Steve Simpson-Yap
- CORe, Department of Medicine, The University of Melbourne, Australia; Neuroepidemiology Unit, Melbourne School of Population & Global Health, The University of Melbourne, Australia; Menzies Institute for Medical Research, University of Tasmania, Australia.
| | - Ashkan Pirmani
- University MS Center, (UMSC) Hasselt/Pelt, Belgium; Biomedical Research Institute - Data Science Institute, Hasselt University, Belgium; Biomedical Research Institute (BIOMED), Hasselt University, Agoralaan Building C, 3590 Diepenbeek, Belgium; Data Science Institute (DSI), Hasselt University, Agoralaan Building D, 3590, Diepenbeek, Belgium; ESAT-STADIUS, KU Leuven, Belgium
| | | | - Liesbet M Peeters
- University MS Center, (UMSC) Hasselt/Pelt, Belgium; Biomedical Research Institute - Data Science Institute, Hasselt University, Belgium; Biomedical Research Institute (BIOMED), Hasselt University, Agoralaan Building C, 3590 Diepenbeek, Belgium; Data Science Institute (DSI), Hasselt University, Agoralaan Building D, 3590, Diepenbeek, Belgium
| | - Lotte Geys
- Biomedical Research Institute (BIOMED), Hasselt University, Agoralaan Building C, 3590 Diepenbeek, Belgium; Data Science Institute (DSI), Hasselt University, Agoralaan Building D, 3590, Diepenbeek, Belgium
| | - Tina Parciak
- University MS Center, (UMSC) Hasselt/Pelt, Belgium; Biomedical Research Institute - Data Science Institute, Hasselt University, Belgium; Biomedical Research Institute (BIOMED), Hasselt University, Agoralaan Building C, 3590 Diepenbeek, Belgium; Data Science Institute (DSI), Hasselt University, Agoralaan Building D, 3590, Diepenbeek, Belgium
| | - Anne Helme
- MS International Federation, United Kingdom
| | - Jan Hillert
- Department of Clinical Neuroscience, Swedish MS Registry, Sweden; Karolinska Institutet, Sweden
| | | | - Gilles Edan
- Department of Neurology, CHU Pontchaillou, France
| | - Tim Spelman
- Department of Clinical Neuroscience, Swedish MS Registry, Sweden; Karolinska Institutet, Sweden
| | - Sifat Sharmin
- CORe, Department of Medicine, The University of Melbourne, Australia
| | - Robert McBurney
- iConquerMS People-Powered Research Network, Accelerated Cure Project for MS, United States of America
| | - Hollie Schmidt
- iConquerMS People-Powered Research Network, Accelerated Cure Project for MS, United States of America
| | | | | | - Alexander Stahmann
- German MS-Register by the National MS Society, MS Forschungs- und Projektentwicklungs-gGmbH, Germany
| | | | - Amber Salter
- COViMS, United States of America; Division of Biostatistics, Washington University in St Louis, United States of America
| | | | - Anneke van der Walt
- Department of Neuroscience, Central Clinical School, Monash University, Australia
| | - Helmut Butzkueven
- Department of Neuroscience, Central Clinical School, Monash University, Australia
| | | | - Rana Karabudak
- Department of Neurology, University of Hacettepe, Turkey
| | - Cavit Boz
- Department of Neurology, Karadeniz Technical University, Turkey
| | | | - Juan I Rojas
- Neurology Department, Hospital Universitario de CEMIC, Argentina; RELACOEM, Argentina
| | - Ingrid van der Mei
- The Australian MS Longitudinal Study, Menzies Institute for Medical Research, University of Tasmania, Australia
| | | | - Melinda Magyari
- The Danish Multiple Sclerosis Registry, Departement of Neurology, University Hospital Rigshospitalet, Denmark
| | - Ricardo Alonso
- RELACOEM, Argentina; Multiple Sclerosis University Center, Ramos Mejia Hospital - EMA, Argentina
| | - Richard Nicholas
- UK MS Register, Swansea University, United Kingdom; Imperial College London, United Kingdom; Swansea University, United Kingdom
| | - Anibal Chertcoff
- MS and Demyelinating Diseases. Hospital Británico de Buenos Aires, EMA, Argentina
| | - Ana Zabalza
- Servei de Neurologia-Neuroimmunologia. Centre d'Esclerosi Múltiple de Catalunya, (Cemcat). Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari. Universitat Autònoma de Barcelona, Spain
| | - Georgina Arrambide
- Servei de Neurologia-Neuroimmunologia. Centre d'Esclerosi Múltiple de Catalunya, (Cemcat). Vall d'Hebron Institut de Recerca, Vall d'Hebron Hospital Universitari. Universitat Autònoma de Barcelona, Spain
| | - Nupur Nag
- Neuroepidemiology Unit, Melbourne School of Population & Global Health, The University of Melbourne, Australia
| | | | | | - Ruth Dobson
- Queen Mary University London, United Kingdom
| | | | | | | | - Giancarlo Comi
- Casa di Cura del Policlinico and Università Vita Salute San Raffaele, Italy
| | - Tomas Kalincik
- CORe, Department of Medicine, The University of Melbourne, Australia; MS Centre, Department of Neurology, Royal Melbourne Hospital, Australia
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Abstract
BACKGROUND The course of multiple sclerosis (MS) appears to be milder in recent decades. OBJECTIVE To investigate how time from onset to disability milestones and how demographic and clinical characteristics have changed through subsequent onset cohorts of patients with MS. METHODS In the nationwide Danish Multiple Sclerosis Registry, we have registered all 13,562 Danish patients with onset of MS or clinically isolated syndrome from 1996 through 2020. For the analyses of prognosis, we used all cases with relapsing onset (N = 11,669). After stratification into 5-year onset cohorts, we computed the hazard ratios for disability endpoints for all cohorts having at least 10 years of follow-up and the oldest 1996-2000 onset cohort as reference. RESULTS Patients in more recent MS onset cohorts have a shorter diagnostic delay and more of them start disease-modifying treatment within 1 year since diagnosis. The prognosis was better for later onset cohorts. For the 2001-2005 cohort, the hazard ratio for confirmed Expanded Disability Status Scale (EDSS) 4 was 0.85 (95% confidence interval (CI), 0.76-0.95) and for confirmed EDSS 6: 0.76 (95% CI, 0.65-0.88). For the more recent 2006-2010 cohort, the corresponding hazard ratios were 0.70 (95% CI, 0.62-0.79) and 0.60 (95% CI, 0.50-0.71). CONCLUSION We observed a considerable improvement of the prognosis in recent onset cohorts of relapsing-onset MS.
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Affiliation(s)
- Melinda Magyari
- The Danish Multiple Sclerosis Registry, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark/Danish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Hanna Joensen
- The Danish Multiple Sclerosis Registry, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Tine Iskov Kopp
- The Danish Multiple Sclerosis Registry, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Luigi Pontieri
- The Danish Multiple Sclerosis Registry, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Nils Koch-Henriksen
- The Danish Multiple Sclerosis Registry, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark/Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
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Boesen MS, Langkilde AR, Ilginiene J, Magyari M, Blinkenberg M. Oligoclonal bands, age≥11 years, occipital lesion, and female sex differentiate pediatric MS from ADEM: A nationwide cohort study. Mult Scler Relat Disord 2022; 66:104008. [DOI: 10.1016/j.msard.2022.104008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Revised: 06/19/2022] [Accepted: 06/28/2022] [Indexed: 10/17/2022]
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Magyari M, Koch-Henriksen N. Quantitative effect of sex on disease activity and disability accumulation in multiple sclerosis. J Neurol Neurosurg Psychiatry 2022; 93:716-722. [PMID: 35393340 PMCID: PMC9279846 DOI: 10.1136/jnnp-2022-328994] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 03/16/2022] [Indexed: 11/04/2022]
Abstract
OBJECTIVE To quantify sex differences in activity and severity of multiple sclerosis (MS) and how it depends on disease duration and time since clinical onset. METHODS All Danish citizens with onset of relapsing MS since 1996 who have received disease-modifying therapy have been followed with annual or biannual control visits with mandatory notification of the Danish Multiple Sclerosis Registry. Men and women were compared by the inverse probability of being female. Relapse rates and changes in the Expanded Disability Status Scale (EDSS) scores were analysed with weighted general linear models, and we used weighted Cox regression for HRs between men and women for different EDSS endpoints. RESULTS We included 3028 men and 6619 women. The weighted female:male relapse rate ratio was 1.16 (95% CI: 1.10 to 1.22) but after age 50 years, the difference disappeared. The annualised increase in EDSS was 0.07 in men (95% CI: 0.05 to 0.08) and 0.05 in women (95% CI: 0.04 to 0.06); p=0.017. With women as reference, the HR for reaching EDSS 4 was 1.34 (95% CI: 1.23 to 1.45; p<0.001), and for reaching EDSS 6 it was 1.43 (95% CI: 1.28 to 1.61; p<0.001). The diagnostic delay did not differ significantly between the sexes. CONCLUSION Women have more inflammatory disease activity in terms of relapses than men up to the age of menopause indicating that sex hormones may play a role. Men are more subject to the neurodegenerative component of MS than women, particularly after the age of 45 years.
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Affiliation(s)
- Melinda Magyari
- Danish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, Copenhagen, Denmark .,The Danish Multiple Sclerosis Registry, Rigshospitalet, Copenhagen, Denmark
| | - Nils Koch-Henriksen
- The Danish Multiple Sclerosis Registry, Rigshospitalet, Copenhagen, Denmark.,Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
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Hentzen NB, Ferretti MT, Santuccione A, Jaarsma J, de Visser M, Moro E, Hege Aamodt A, Arabia G, Aybeck S, Carvalho V, de Visser M, Teresa Ferretti M, Goudier R, Grisold W, Lebedeva ER, Jaarsma J, Matczack M, Magyari M, Judit Molnar M, Moro E, Rakusa M, Pajediene E, Tracy I, Vonck K. Mapping of European activities on the integration of sex and gender factors in neurology and neuroscience. Eur J Neurol 2022; 29:2572-2579. [PMID: 35673956 DOI: 10.1111/ene.15439] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 05/27/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND Neurological disorders pose a profound unmet medical need for which new solutions are urgently needed. The consideration of both biological (sex) and socio-cultural (gender) differences between men and women is necessary to identify more efficacious, safer and tailored treatments. Approaches for putting sex and gender medicine into practice have gathered momentum across Europe, but it is currently unclear to what extent they have been implemented in the field of neurology and neuroscience. METHODS We mapped current activities in research, funding and education aimed at integrating sex and gender consideration in neuroscience and neurology in Europe. We examined and analyzed data gathered from (1) literature searches, (2) policy documents and reports by the European Commission and national funding agencies, (3) web-based searches, (4) "Web of Science", and (5) searches of project databases of funding agencies. An informative / non-systematic search was performed for sections on policies and funding, education, basic research, while a systematic literature and database review was conducted forquantitative analysis of research output and funded projects in terms of sex and gender analysis. RESULTS Our mapping shows that there is a growing interest and attention towards sex and gender consideration in neurological fields, both from funding agencies and researchers. However, most activities, especially for education, are limited to the individual motivation of researchers and are not organically built within curricula and strategic research priorities. DISCUSSION We recommend actions that might help increase the consideration of sex and gender specifically in the field of neuroscience and neurology.
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Affiliation(s)
| | | | | | - Joke Jaarsma
- EFNA - European Federation of Neurological Associations, Belgium
| | | | - Elena Moro
- Grenoble Alpes University, Division of Neurology, CHU of Grenoble, Grenoble Institute o Neuroscience, INSERM, Grenoble, France
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