1
|
Mimori M, Katsumoto A, Okamoto T, Sato W, Lin Y, Yamamura T, Takahashi Y. Ofatumumab for multiple sclerosis with disability accumulation. J Neurol Sci 2025; 468:123356. [PMID: 39708694 DOI: 10.1016/j.jns.2024.123356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2024] [Revised: 12/09/2024] [Accepted: 12/10/2024] [Indexed: 12/23/2024]
Abstract
BACKGROUND The ASCLEPIOS/APLIOS/APOLITOS/ALITHIOS trials highlighted the benefits of ofatumumab in reducing relapse rates and disability progression in multiple sclerosis (MS). However, its effects on patients with severe disability status remains uncertain. This study aimed to clarify the outcomes of ofatumumab in MS patients with high Expanded Disability Status Scale (EDSS) scores and prolonged disease durations. METHODS This is a retrospective cohort study of MS patients treated with ofatumumab at an MS center in Japan. At 12 months of treatment, patients with MS starting ofatumumab were classified into the treatment-responsive or treatment-resistant groups based on ofatumumab continuity, incidence of relapses with EDSS worsening, progression independent of relapse activity (PIRA). We used logistic regression analysis to identify factors associated with ofatumumab response. RESULTS Seventy patients were included in the analysis; 39 (56 %) patients were relapsing-remitting (RR), and 31 (44 %) patients were secondary progressive (SP) MS. Mean age at ofatumumab initiation, age at onset, and disease duration were 48.0, 33.9, and 14.1 years, respectively. The median EDSS was 4.5 (3.0-6.5); 38(56 %) patients were classified as resistant. The resistant rates by disease type were 33 % (13/39) and 81 % (26/31) for RR and SP MS, respectively. On multivariate analysis, EDSS and No evidence of disease activity (NEDA) 3 were independent factors for ofatumumab responsiveness (OR, 1.74, 0.04; 95 % CI, 1.17-2.73, 0.00-0.47; p = 0.01, 0.04). CONCLUSION Ofatumumab may yield more favorable effects when initiated in patients with MS with lower EDSS scores.
Collapse
Affiliation(s)
- Masahiro Mimori
- Department of Neurology, National Center Hospital, National Center of Neurology and Psychiatry, Tokyo, Japan; Department of Neurology, The Jikei University School of Medicine, Tokyo, Japan.
| | - Atsuko Katsumoto
- Department of Neurology, National Center Hospital, National Center of Neurology and Psychiatry, Tokyo, Japan; Multiple Sclerosis Center, National Center Hospital, National Center of Neurology and Psychiatry, Tokyo, Japan.
| | - Tomoko Okamoto
- Department of Neurology, National Center Hospital, National Center of Neurology and Psychiatry, Tokyo, Japan; Multiple Sclerosis Center, National Center Hospital, National Center of Neurology and Psychiatry, Tokyo, Japan.
| | - Wakiro Sato
- Multiple Sclerosis Center, National Center Hospital, National Center of Neurology and Psychiatry, Tokyo, Japan; Department of Immunology, Institute of Neuroscience, National Center Hospital, National Center of Neurology and Psychiatry, Tokyo, Japan.
| | - Youwei Lin
- Department of Neurology, National Center Hospital, National Center of Neurology and Psychiatry, Tokyo, Japan; Multiple Sclerosis Center, National Center Hospital, National Center of Neurology and Psychiatry, Tokyo, Japan; Department of Immunology, Institute of Neuroscience, National Center Hospital, National Center of Neurology and Psychiatry, Tokyo, Japan.
| | - Takashi Yamamura
- Multiple Sclerosis Center, National Center Hospital, National Center of Neurology and Psychiatry, Tokyo, Japan; Department of Immunology, Institute of Neuroscience, National Center Hospital, National Center of Neurology and Psychiatry, Tokyo, Japan.
| | - Yuji Takahashi
- Department of Neurology, National Center Hospital, National Center of Neurology and Psychiatry, Tokyo, Japan; Multiple Sclerosis Center, National Center Hospital, National Center of Neurology and Psychiatry, Tokyo, Japan.
| |
Collapse
|
2
|
Feng J, Tang S, Yang X, Zhang M, Li Z, Zhang S, Han Y, Li Y, Monnier PP, Yu G, Zheng P, Zhang C, Xu K, Qin X. Landscapes of gut microbiome and blood metabolomic signatures in relapsing remitting multiple sclerosis. SCIENCE CHINA. LIFE SCIENCES 2025:10.1007/s11427-024-2653-2. [PMID: 39821830 DOI: 10.1007/s11427-024-2653-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Accepted: 10/17/2024] [Indexed: 01/19/2025]
Abstract
Although disturbances in the gut microbiome have been implicated in multiple sclerosis (MS), little is known about the changes and interactions between the gut microbiome and blood metabolome, and how these changes affect disease-modifying therapy (DMT) in preventing the progression of MS. In this study, the structure and composition of the gut microbiota were evaluated using 16S rRNA gene sequencing and an untargeted metabolomics approach was used to compare the serum metabolite profiles from patients with relapsing-remitting MS (RRMS) and healthy controls (HCs). Results indicated that RRMS was characterized by phase-dependent α-phylogenetic diversity and significant disturbances in serum glycerophospholipid metabolism. Notably, α-phylogenetic diversity was significantly decreased in RRMS patients during the chronic phase (CMS) compared with those in the acute phase (AMS). A distinctive combination of two elevated genera (Slackia, Lactobacillus) and five glycerophospholipid metabolism-associated metabolites (four increased: GPCho(22:5/20:3), PC(18:2(9Z,12Z)/16:0), PE(16:0/18:2(9Z,12Z)), PE(18:1(11Z)/18:2(9Z,12Z)); one decreased: PS(15:0/22:1(13Z))) in RRMS patients when comparing to HCs. Moreover, a biomarker panel consisting of four microbial genera (three decreased: Lysinibacillus, Parabacteroides, UBA1819; one increased: Lachnoanaerobaculum) and two glycerophospholipid metabolism-associated metabolites (one increased: PE(P-16:0/22:6); one decreased: CL(i-12:0/i-16:0/i-17:0/i-12:0)) effectively discriminated CMS patients from AMS patients, which indicate correlation with higher disability. Additionally, DMTs appeared to attenuate MS progression by reducing UBA1819 and upregulating CL(i-12:0/i-16:0/i-17:0/i-12:0). These findings expand our understanding of the microbiome and metabolome roles in RRMS and may contribute to identifying novel diagnostic biomarkers and promising therapeutic targets.
Collapse
Affiliation(s)
- Jinzhou Feng
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Shi Tang
- Department of Neurology, The People's Hospital of Tongliang District, Chongqing, 402560, China
| | - Xiaolin Yang
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Mengjie Zhang
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Zhizhong Li
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Shaoru Zhang
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Yongliang Han
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Yongmei Li
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Philippe P Monnier
- Department of Physiology, Faculty of Medicine, University of Toronto, Toronto, M5S 1A8, Canada
| | - Gang Yu
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Peng Zheng
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
- National Health Commission Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Cunjin Zhang
- Department of Neurology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, 611731, China.
| | - Ke Xu
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
- National Health Commission Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
| | - Xinyue Qin
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.
| |
Collapse
|
3
|
Evangelou N, Mattoscio M, Coutts M, Andiappan M, Sawtell T, Rhys K. PANORAMA: A 2021 Clinician Survey of Treatment Approaches for People With New Diagnoses of Relapsing-Remitting Multiple Sclerosis in the United Kingdom. Int J MS Care 2025; 27:1-7. [PMID: 39781371 PMCID: PMC11704533 DOI: 10.7224/1537-2073.2023-079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2025]
Abstract
BACKGROUND The PANORAMA survey aimed to assess current treatment practice for individuals with new diagnoses of relapsing-remitting multiple sclerosis (RRMS) in the United Kingdom and to explore variations in treatment approaches with an emphasis on escalation vs early high-efficacy treatment (HET) and treatment goals. METHODS Health care professionals (HCPs) from the UK treating patients with RRMS took part in interviews facilitated by a structured questionnaire. Data were analyzed descriptively using quantitative or qualitative methods, as appropriate. RESULTS Thirty-eight HCPs from 38 UK centers took part in the survey, including 20 MS consultants and 13 MS specialist nurses. Seventy-four percent (n = 28 of 38) of HCPs strongly agreed and 24% (9 of 38) agreed that early treatment is essential for better outcomes. HCPs reported that they currently treat a mean (SD) of 58.3% (20.8%) and 42.1% (21.8%) of patients with new diagnoses of RRMS with early HET or escalation approaches, respectively. Thirty-four percent (13 of 38) of HCPs reported a discrepancy between current treatment approach and the approach they would like to take, which would be 66.2% favoring early HET and 33.8% favoring escalation approaches. The factors influencing the choice of treatment approach were overall patient health profile (45%, 17 of 38) and patient choice (39%, 15 of 38). The most important treatment goals were to reduce relapses (63%, 24 of 38), delay disability progression (58%, 22 of 38), and maintain quality of life (50%, 19 of 38). CONCLUSIONS The survey highlights variation among HCPs in the UK in current vs ideal use of escalation or early HET approaches and factors influencing choice of treatment approach.
Collapse
Affiliation(s)
- Nikos Evangelou
- From the Mental Health and Clinical Neurosciences Academic Unit, School of Medicine, University of Nottingham, Nottingham, United Kingdom
| | - Miriam Mattoscio
- MS Service, Queen's Hospital, Barking Havering and Redbridge University Hospitals NHS Trust, Essex, United Kingdom
| | - Mhairi Coutts
- Douglas Grant Rehabilitation Centre, Ayrshire Central Hospital, Ayrshire, United Kingdom
| | | | | | | |
Collapse
|
4
|
De Angelis F, Nistri R, Wright S. Measuring Disease Progression in Multiple Sclerosis Clinical Drug Trials and Impact on Future Patient Care. CNS Drugs 2025; 39:55-80. [PMID: 39581949 DOI: 10.1007/s40263-024-01132-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/14/2024] [Indexed: 11/26/2024]
Abstract
Multiple sclerosis (MS) is a chronic immune-mediated disease of the central nervous system characterised by inflammation, demyelination and neurodegeneration. Although several drugs are approved for MS, their efficacy in progressive disease is modest. Addressing disease progression as a treatment goal in MS is challenging due to several factors. These include a lack of complete understanding of the pathophysiological mechanisms driving MS and the absence of sensitive markers of disease progression in the short-term of clinical trials. MS usually begins at a young age and lasts for decades, whereas clinical research often spans only 1-3 years. Additionally, there is no unifying definition of disease progression. Several drugs are currently being investigated for progressive MS. In addition to new medications, the rise of new technologies and of adaptive trial designs is enabling larger and more integrated data collection. Remote assessments and decentralised clinical trials are becoming feasible. These will allow more efficient and large studies at a lower cost and with less burden on study participants. As new drugs are developed and research evolves, we anticipate a concurrent change in patient care at various levels in the foreseeable future. We conducted a narrative review to discuss the challenges of accurately measuring disease progression in contemporary MS drug trials, some new research trends and their implications for patient care.
Collapse
Affiliation(s)
- Floriana De Angelis
- Department of Neuroinflammation, Faculty of Brain Sciences, Queen Square Multiple Sclerosis Centre, University College London Queen Square Institute of Neurology, University College London, London, WC1B 5EH, UK.
- National Institute for Health and Care Research, Biomedical Research Centre, University College London Hospitals, London, UK.
- The National Hospital for Neurology and Neurosurgery, University College London Hospitals, London, UK.
| | - Riccardo Nistri
- Department of Neuroinflammation, Faculty of Brain Sciences, Queen Square Multiple Sclerosis Centre, University College London Queen Square Institute of Neurology, University College London, London, WC1B 5EH, UK
| | - Sarah Wright
- Department of Neuroinflammation, Faculty of Brain Sciences, Queen Square Multiple Sclerosis Centre, University College London Queen Square Institute of Neurology, University College London, London, WC1B 5EH, UK
- The National Hospital for Neurology and Neurosurgery, University College London Hospitals, London, UK
| |
Collapse
|
5
|
Giovannoni G, Boyko A, Correale J, Edan G, Freedman MS, Montalban X, Rammohan K, Stefoski D, Yamout B, Leist T, Aydemir A, Borsi L, Verdun di Cantogno E. Long-term follow-up of patients with a first clinical demyelinating event (clinically isolated syndrome) who received cladribine tablets in CLASSIC-MS: Findings for the ORACLE-MS cohort. Mult Scler 2025; 31:44-58. [PMID: 39690897 DOI: 10.1177/13524585241302170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2024]
Abstract
BACKGROUND CLASSIC-MS explored long-term outcomes of patients treated with cladribine tablets. OBJECTIVE Assess long-term efficacy in patients previously enrolled in ORACLE-MS, a Phase III parent trial. METHODS ORACLE-MS included patients with a first clinical demyelinating event (FCDE or clinically isolated syndrome) who received ⩾1 course of cladribine tablets or placebo. With a median follow-up time of 9.5 years, CLASSIC-MS assessed conversion rates to clinically definite multiple sclerosis (CDMS), time-to-conversion, relapse rates, long-term mobility/disability status and subsequent disease-modifying therapy (DMT) use. RESULTS Of 227 patients from the ORACLE-MS cohort of 616, 68.7% were exposed to cladribine tablets and 31.3% were never exposed. Of the exposed patients at risk, 51.5% converted to CDMS with a median conversion time of 8.4 (95% confidence interval (CI): 5.4-not estimable) years, versus 80.6%, median time 0.8 (95% CI: 0.3-2.4) years, for never exposed. Exposed patients were less likely to be using a wheelchair or ambulatory device or receive subsequent DMTs, and 53.2% were relapse-free versus 28.2% never exposed. CONCLUSIONS Proportionally, more FCDE patients exposed to cladribine tablets experienced delayed conversion to CDMS and fewer relapses and were less likely to use a wheelchair or ambulatory device than never-exposed patients, at 9.5 years (median).
Collapse
Affiliation(s)
- Gavin Giovannoni
- Blizard Institute, Faculty of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Alexey Boyko
- Department of Neurology, Pirogov Russian National Research Medical University, Neurosurgery and Medical Genetics, Federal Center of Brain Research and Neurotechnologies, Moscow, Russia
| | - Jorge Correale
- Department of Neurology, FLENI Institute, Buenos Aires, Argentina
| | - Gilles Edan
- Department of Neurology, University Hospital of Rennes, Rennes, France
| | - Mark S Freedman
- Department of Medicine and the Ottawa Hospital Research Institute, University of Ottawa, Ottawa, ON, Canada
| | - Xavier Montalban
- Department of Neurology, Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Hospital Universitario Vall d'Hebron, Barcelona, Spain
| | - Kottil Rammohan
- University of Miami School of Medicine, MS Research Center, Miami, FL, USA
| | - Dusan Stefoski
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Bassem Yamout
- Neurology Institute, Harley Street Medical Center, Abu Dhabi, UAE; American University of Beirut Medical Center, Beirut, Lebanon
| | - Thomas Leist
- Division of Clinical Neuroimmunology, Jefferson University, Comprehensive MS Center, Philadelphia, PA, USA
| | - Aida Aydemir
- EMD Serono Research & Development Institute, Inc., an affiliate of Merck KGaA, Billerica, MA, USA
| | | | | |
Collapse
|
6
|
Jiang X, McGinley M, Johnston J, Alberts J, Bermel R, Ontaneda D, Naismith RT, Hyde R, Levitt N, van Beek J, Sun Z, Campbell N, Barro C. A digital version of the nine-hole peg test: Speed may be a more reliable measure of upper-limb disability than completion time in patients with multiple sclerosis. Mult Scler 2025; 31:81-92. [PMID: 39618060 DOI: 10.1177/13524585241301854] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2025]
Abstract
BACKGROUND A digital adaptation of the nine-hole peg test (9HPT) was developed with the potential to provide novel disability features for patients with multiple sclerosis (PwMS). OBJECTIVES The objectives were to evaluate the 9HPT features based on reliability, prognosis, and discrimination between treatment groups. METHODS The MS partners Advancing Technology and Health Solutions (MS PATHS) cohort data were used to derive new features including completion time and speed. Association and reliability between features and clinical outcomes were tested by intraclass correlation coefficients (ICCs) with repeated measures. The added prognostic value of the features for a clinically meaningful decline was assessed by time-to-event analyses with likelihood ratio tests. The estimated effect size between treatment efficacy groups was acquired from linear mixed-effects models. Sample size was calculated for a hypothetical randomized clinical trial. RESULTS For the 10,843 PwMS, speed and completion time were associated with MS disability. Compared with time, speed showed higher reliability (ICC = 0.78 vs 0.74), added benefits in predicting disability worsening (p < 0.001), better discrimination between high- and low-efficacy groups (effect size: 0.035 vs 0.015), and an 18% reduction in required sample size for a 1-year clinical trial. CONCLUSION Integrating horizontal hand distances traveled over the 9HPT pegboard can be a more reliable measure of hand function.
Collapse
Affiliation(s)
| | | | - Joshua Johnston
- Biomedical Engineering, Cleveland Clinic, Cleveland, OH, USA
| | - Jay Alberts
- Biomedical Engineering, Cleveland Clinic, Cleveland, OH, USA
| | | | | | | | | | | | | | | | | | | |
Collapse
|
7
|
Vaheb S, Yazdan Panah M, Mohammadi M, Sadri MA, Ebrahimi N, Loghmani S, Beigi M, Shaygannejad V, Mirmosayyeb O. Sexual function and related predictors in male with multiple sclerosis and neuromyelitis optica spectrum disorder: a case-control study. J Sex Med 2024:qdae188. [PMID: 39786448 DOI: 10.1093/jsxmed/qdae188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2024] [Revised: 10/23/2024] [Accepted: 12/11/2024] [Indexed: 01/12/2025]
Abstract
BACKGROUND Sexual dysfunction (SF) is a prevalent and distressing comorbidity in males with multiple sclerosis (MwMS) and neuromyelitis optica spectrum disorder (MwNMOSD). AIMS This study aimed to assess the SF in MwMS and MwNMOSD in comparison to male healthy controls (HCs) and identify its associated predictors. METHODS This case-control study was conducted from February 2023 to January 2024 at the MS clinic of Kashani Hospital, Isfahan, Iran. Participants included 49 MwMS, 27 MwNMOSD, and 40 HCs. Demographic, clinical, and psychological data were collected, and SF was evaluated by the International Index of Erectile Function (IIEF). Linear regression was used to assess relationships between variables. OUTCOMES SF was significantly worse in the MwMS and MwNMOSD compared to the HCs. RESULTS SF was significantly lower in MwMS and MwNMOSD compared to HCs. In MwMS, significant independent predictors of SF included partner's education (B = -2.7, P = .003), anxiety (B = -0.6, P = .003), and depression (B = -0.3, P = .026). In MwNMOSD, significant independent predictors of SF were EDSS (B = -5.7, P = .007) and anxiety (B = -1, P = .002). CLINICAL IMPLICATIONS Controlling risk factors such as depression and anxiety can improve SF of MwMS to a significant extent. STRENGTHS AND LIMITATIONS Despite limitations like the cross-sectional design and exclusion of certain variables, our study identifies significant associations between sexual dysfunction and various risk factors in MwMS and MwNMOSD, emphasizing the need for future longitudinal research. CONCLUSION MwMS and MwNMOSD exhibited worse SF than HCs. Multiple factors have been identified as independent predictors of SF within these patient groups.
Collapse
Affiliation(s)
- Saeed Vaheb
- Isfahan Neurosciences Research Center, Isfahan University of Medical Sciences, 81839-83434 Isfahan, Iran
| | - Mohammad Yazdan Panah
- Student Research Committee, Shahrekord University of Medical Sciences, 88157-13471 Shahrekord, Iran
| | | | - Mohammad Amin Sadri
- Isfahan Neurosciences Research Center, Isfahan University of Medical Sciences, 81839-83434 Isfahan, Iran
| | - Narges Ebrahimi
- Isfahan Neurosciences Research Center, Isfahan University of Medical Sciences, 81839-83434 Isfahan, Iran
| | - Sarina Loghmani
- Isfahan Neurosciences Research Center, Isfahan University of Medical Sciences, 81839-83434 Isfahan, Iran
| | - Marjan Beigi
- Department of Midwifery and Reproductive Health, Faculty of Nursing and Midwifery, Isfahan University of Medical Sciences, 8174673461 Isfahan, Iran
| | - Vahid Shaygannejad
- Isfahan Neurosciences Research Center, Isfahan University of Medical Sciences, 81839-83434 Isfahan, Iran
- Department of Neurology, School of Medicine, Isfahan University of Medical Sciences, 81746-73461 Isfahan, Iran
| | - Omid Mirmosayyeb
- Isfahan Neurosciences Research Center, Isfahan University of Medical Sciences, 81839-83434 Isfahan, Iran
- Department of Neurology, School of Medicine, Isfahan University of Medical Sciences, 81746-73461 Isfahan, Iran
| |
Collapse
|
8
|
Suntornlohanakul R, Yeh EA. Optimizing Drug Selection in Children with Multiple Sclerosis: What Do We Know and What Remains Unanswered? Paediatr Drugs 2024:10.1007/s40272-024-00675-1. [PMID: 39724509 DOI: 10.1007/s40272-024-00675-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/03/2024] [Indexed: 12/28/2024]
Abstract
Pediatric-onset multiple sclerosis (POMS) refers to multiple sclerosis with onset before 18 years of age. It is characterized by a more inflammatory course, more frequent clinical relapses, and a greater number of magnetic resonance imaging (MRI) lesions compared with adult-onset MS (AOMS), leading to significant impacts on both disability progression and cognitive outcomes in affected individuals. Managing POMS presents distinct challenges due to the unique needs of pediatric patients and the limited number of disease-modifying therapies (DMTs) approved for pediatric use. Notably, only one therapy (fingolimod) is approved by the United States (US) Food and Drug Administration (FDA) and three (fingolimod, teriflunomide, and dimethyl fumarate) by the European Medicines Agency (EMA) for use in youth with MS. However, observational evidence identifies use of almost all agents off-label in this population. This review provides a comprehensive overview of literature supporting the use of DMTs for POMS, including evidence from observational studies. In this paper, we highlight the shift in clinical practice, which has led to increased use of high-efficacy therapies (HETs) at or near disease onset. We review emerging evidence indicating better cognitive and motor outcomes in this population with early initiation of therapy. Finally, in this paper, we provide a suggested treatment algorithm for managing POMS. We underscore the need for personalized approaches in POMS management. We identify special considerations unique to pediatric care, including attention to family dynamics, and strategies to improve medication adherence and a smooth transition to adult care. Further research on DMTs in POMS is essential to optimize outcomes and improve long-term prognosis.
Collapse
Affiliation(s)
- Rabporn Suntornlohanakul
- Division of Neurology, Department of Pediatrics, The Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada
- Division of Pediatric Neurology, Department of Pediatrics, King Chulalongkorn Memorial Hospital, The Thai Red Cross Society, Bangkok, Thailand
| | - E Ann Yeh
- Division of Neurology, Department of Pediatrics, The Hospital for Sick Children, 555 University Avenue, Toronto, ON, M5G 1X8, Canada.
- Division of Neurosciences and Mental Health, The Hospital for Sick Children Research Institute, Toronto, ON, Canada.
- Department of Pediatrics, Faculty of Medicine, University of Toronto, Toronto, ON, Canada.
| |
Collapse
|
9
|
Hartung HP, Benedict RHB, Berger T, Bermel RA, Brochet B, Carroll WM, Freedman MS, Holmøy T, Karabudak R, Nos C, Patti F, Perrin Ross A, Vanopdenbosch L, Vollmer T, Wuerfel J, Clinch S, Kadner K, Kuenzel T, Kulyk I, Raposo C, Thanei GA, Killestein J. Ocrelizumab in Early-Stage Relapsing-Remitting Multiple Sclerosis: The Phase IIIb ENSEMBLE 4-Year, Single-Arm, Open-Label Trial. Neurology 2024; 103:e210049. [PMID: 39626127 DOI: 10.1212/wnl.0000000000210049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 09/27/2024] [Indexed: 12/07/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Early treatment of multiple sclerosis (MS) reduces disease activity and the risk of long-term disease progression. Effectiveness of ocrelizumab is established in relapsing MS (RMS); however, data in early RMS are lacking. We evaluated the 4-year effectiveness and safety of ocrelizumab as a first-line therapy in treatment-naive patients with recently diagnosed relapsing-remitting MS (RRMS). METHODS ENSEMBLE was a prospective, 4-year, international, multicenter, single-arm, open-label, phase IIIb study. Patients were treatment naive, aged 18-55 years, had early-stage RRMS with a disease duration ≤3 years, Expanded Disability Status Scale (EDSS) score ≤3.5, and ≥1 clinically reported relapse(s) or ≥1 signs of brain inflammatory activity on MRI in the prior 12 months. Patients received IV ocrelizumab 600 mg every 24 weeks. Effectiveness endpoints over 192 weeks were proportion of patients with no evidence of disease activity (NEDA-3; defined as absence of relapses, 24-week confirmed disability progression [CDP], and MRI measures, with prespecified MRI rebaselining at week 8), 24-week/48-week CDP and 24-week confirmed disability improvement, annualized relapse rate (ARR), mean change in EDSS score from baseline, and safety. Cognitive status, patient-reported outcomes, and serum neurofilament light chain (NfL) were assessed. Descriptive analysis was performed on the intention-to-treat population. RESULTS Baseline characteristics (N = 678) were consistent with early-stage RRMS (n = 539 patients, 64.6% female, age 40 years and younger; median age: 31.0 years; duration since: MS symptom onset 0.78 years, RRMS diagnosis 0.24 years; mean baseline EDSS score [SD] 1.71 [0.95]). At week 192, most of the patients had NEDA-3 (n = 394/593, 66.4%), 85.0% had no MRI activity, 90.9% had no relapses, and 81.8% had no 24-week CDP over the study duration. Adjusted ARR at week 192 was low (0.020, 95% CI 0.015-0.027). NfL levels were reduced to and remained within the healthy donor range, by week 48 and week 192, respectively. No new or unexpected safety signals were observed. DISCUSSION Disease activity based on clinical and MRI measures was absent in most of the patients treated with ocrelizumab over 4 years in the ENSEMBLE study. Safety was consistent with the known profile of ocrelizumab. Although this single-arm study was limited by lack of a parallel group for comparison of outcome measures, the positive benefit-risk profile observed may provide confidence to adopt ocrelizumab as a first-line treatment in newly diagnosed patients with early RMS. CLASSIFICATION OF EVIDENCE This study provides Class IV evidence that adult patients with early-stage MS who were treatment naive maintained low disease activity (NEDA-3) over 4 years with ocrelizumab treatment; no new safety signals were detected. TRIAL REGISTRATION INFORMATION ClinicalTrials.gov Identifier NCT03085810; first submitted March 16, 2017; first patient enrolled: March 27, 2017; available at clinicaltrials.gov/ct2/show/NCT03085810.
Collapse
Affiliation(s)
- Hans-Peter Hartung
- From the Department of Neurology (H.-P.H.), UKD, Centre of Neurology and Neuropsychiatry and LVR-Klinikum, Heinrich-Heine University Düsseldorf, Germany; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Palacky University Olomouc, Czech Republic; Department of Neurology (R.H.B.B.), Jacobs School of Medicine and Biomedical Sciences, University of Buffalo, NY; Department of Neurology (T.B.), Medical University of Vienna, Comprehensive Center for Clinical Neurosciences and Mental Health, Austria; Mellen Center for MS (R.A.B.), Cleveland Clinic, OH; Neurocentre Magendie INSERM (B.B.), Université de Bordeaux, France; Department of Neurology (W.M.C.), Sir Charles Gairdner Hospital, Perron Institute for Neurological and Translational Science, The University of Western Australia, Nedlands; Department of Medicine and the Ottawa Hospital Research Institute (M.S.F.), University of Ottawa, Ontario, Canada; Department of Neurology (T.H.), Akershus University Hospital, Lørenskog; Institute of Clinical Medicine (T.H.), University of Oslo, Norway; Department of Neurology (R.K.), Hacettepe University Faculty of Medicine, Ankara, Turkey; Centre d'Esclerosi Mútiple de Catalunya (Cemcat) (C.N.), Vall d'Hebron Hospital Universitari, Barcelona, Spain; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Neuroscience Section and Multiple Sclerosis Centre, University of Catania PO Policlinico G Rodolico, Italy; Loyola University Chicago (A.P.R.), IL; Department of Neurology (L.V.), AZ Sint-Jan Brugge-Oostende, Belgium; Department of Neurology (T.V.), University of Colorado School of Medicine, Aurora; Medical Image Analysis Center (MIAC AG) (J.W.), Department of Biomedical Engineering, University of Basel; F. Hoffmann-La Roche Ltd (J.W., S.C., K.K., T.K., I.K., C.R., G.-A.T.), Basel, Switzerland; and Department of Neurology (J.K.), VU University Medical Centre, Amsterdam, the Netherlands
| | - Ralph H B Benedict
- From the Department of Neurology (H.-P.H.), UKD, Centre of Neurology and Neuropsychiatry and LVR-Klinikum, Heinrich-Heine University Düsseldorf, Germany; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Palacky University Olomouc, Czech Republic; Department of Neurology (R.H.B.B.), Jacobs School of Medicine and Biomedical Sciences, University of Buffalo, NY; Department of Neurology (T.B.), Medical University of Vienna, Comprehensive Center for Clinical Neurosciences and Mental Health, Austria; Mellen Center for MS (R.A.B.), Cleveland Clinic, OH; Neurocentre Magendie INSERM (B.B.), Université de Bordeaux, France; Department of Neurology (W.M.C.), Sir Charles Gairdner Hospital, Perron Institute for Neurological and Translational Science, The University of Western Australia, Nedlands; Department of Medicine and the Ottawa Hospital Research Institute (M.S.F.), University of Ottawa, Ontario, Canada; Department of Neurology (T.H.), Akershus University Hospital, Lørenskog; Institute of Clinical Medicine (T.H.), University of Oslo, Norway; Department of Neurology (R.K.), Hacettepe University Faculty of Medicine, Ankara, Turkey; Centre d'Esclerosi Mútiple de Catalunya (Cemcat) (C.N.), Vall d'Hebron Hospital Universitari, Barcelona, Spain; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Neuroscience Section and Multiple Sclerosis Centre, University of Catania PO Policlinico G Rodolico, Italy; Loyola University Chicago (A.P.R.), IL; Department of Neurology (L.V.), AZ Sint-Jan Brugge-Oostende, Belgium; Department of Neurology (T.V.), University of Colorado School of Medicine, Aurora; Medical Image Analysis Center (MIAC AG) (J.W.), Department of Biomedical Engineering, University of Basel; F. Hoffmann-La Roche Ltd (J.W., S.C., K.K., T.K., I.K., C.R., G.-A.T.), Basel, Switzerland; and Department of Neurology (J.K.), VU University Medical Centre, Amsterdam, the Netherlands
| | - Thomas Berger
- From the Department of Neurology (H.-P.H.), UKD, Centre of Neurology and Neuropsychiatry and LVR-Klinikum, Heinrich-Heine University Düsseldorf, Germany; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Palacky University Olomouc, Czech Republic; Department of Neurology (R.H.B.B.), Jacobs School of Medicine and Biomedical Sciences, University of Buffalo, NY; Department of Neurology (T.B.), Medical University of Vienna, Comprehensive Center for Clinical Neurosciences and Mental Health, Austria; Mellen Center for MS (R.A.B.), Cleveland Clinic, OH; Neurocentre Magendie INSERM (B.B.), Université de Bordeaux, France; Department of Neurology (W.M.C.), Sir Charles Gairdner Hospital, Perron Institute for Neurological and Translational Science, The University of Western Australia, Nedlands; Department of Medicine and the Ottawa Hospital Research Institute (M.S.F.), University of Ottawa, Ontario, Canada; Department of Neurology (T.H.), Akershus University Hospital, Lørenskog; Institute of Clinical Medicine (T.H.), University of Oslo, Norway; Department of Neurology (R.K.), Hacettepe University Faculty of Medicine, Ankara, Turkey; Centre d'Esclerosi Mútiple de Catalunya (Cemcat) (C.N.), Vall d'Hebron Hospital Universitari, Barcelona, Spain; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Neuroscience Section and Multiple Sclerosis Centre, University of Catania PO Policlinico G Rodolico, Italy; Loyola University Chicago (A.P.R.), IL; Department of Neurology (L.V.), AZ Sint-Jan Brugge-Oostende, Belgium; Department of Neurology (T.V.), University of Colorado School of Medicine, Aurora; Medical Image Analysis Center (MIAC AG) (J.W.), Department of Biomedical Engineering, University of Basel; F. Hoffmann-La Roche Ltd (J.W., S.C., K.K., T.K., I.K., C.R., G.-A.T.), Basel, Switzerland; and Department of Neurology (J.K.), VU University Medical Centre, Amsterdam, the Netherlands
| | - Robert A Bermel
- From the Department of Neurology (H.-P.H.), UKD, Centre of Neurology and Neuropsychiatry and LVR-Klinikum, Heinrich-Heine University Düsseldorf, Germany; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Palacky University Olomouc, Czech Republic; Department of Neurology (R.H.B.B.), Jacobs School of Medicine and Biomedical Sciences, University of Buffalo, NY; Department of Neurology (T.B.), Medical University of Vienna, Comprehensive Center for Clinical Neurosciences and Mental Health, Austria; Mellen Center for MS (R.A.B.), Cleveland Clinic, OH; Neurocentre Magendie INSERM (B.B.), Université de Bordeaux, France; Department of Neurology (W.M.C.), Sir Charles Gairdner Hospital, Perron Institute for Neurological and Translational Science, The University of Western Australia, Nedlands; Department of Medicine and the Ottawa Hospital Research Institute (M.S.F.), University of Ottawa, Ontario, Canada; Department of Neurology (T.H.), Akershus University Hospital, Lørenskog; Institute of Clinical Medicine (T.H.), University of Oslo, Norway; Department of Neurology (R.K.), Hacettepe University Faculty of Medicine, Ankara, Turkey; Centre d'Esclerosi Mútiple de Catalunya (Cemcat) (C.N.), Vall d'Hebron Hospital Universitari, Barcelona, Spain; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Neuroscience Section and Multiple Sclerosis Centre, University of Catania PO Policlinico G Rodolico, Italy; Loyola University Chicago (A.P.R.), IL; Department of Neurology (L.V.), AZ Sint-Jan Brugge-Oostende, Belgium; Department of Neurology (T.V.), University of Colorado School of Medicine, Aurora; Medical Image Analysis Center (MIAC AG) (J.W.), Department of Biomedical Engineering, University of Basel; F. Hoffmann-La Roche Ltd (J.W., S.C., K.K., T.K., I.K., C.R., G.-A.T.), Basel, Switzerland; and Department of Neurology (J.K.), VU University Medical Centre, Amsterdam, the Netherlands
| | - Bruno Brochet
- From the Department of Neurology (H.-P.H.), UKD, Centre of Neurology and Neuropsychiatry and LVR-Klinikum, Heinrich-Heine University Düsseldorf, Germany; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Palacky University Olomouc, Czech Republic; Department of Neurology (R.H.B.B.), Jacobs School of Medicine and Biomedical Sciences, University of Buffalo, NY; Department of Neurology (T.B.), Medical University of Vienna, Comprehensive Center for Clinical Neurosciences and Mental Health, Austria; Mellen Center for MS (R.A.B.), Cleveland Clinic, OH; Neurocentre Magendie INSERM (B.B.), Université de Bordeaux, France; Department of Neurology (W.M.C.), Sir Charles Gairdner Hospital, Perron Institute for Neurological and Translational Science, The University of Western Australia, Nedlands; Department of Medicine and the Ottawa Hospital Research Institute (M.S.F.), University of Ottawa, Ontario, Canada; Department of Neurology (T.H.), Akershus University Hospital, Lørenskog; Institute of Clinical Medicine (T.H.), University of Oslo, Norway; Department of Neurology (R.K.), Hacettepe University Faculty of Medicine, Ankara, Turkey; Centre d'Esclerosi Mútiple de Catalunya (Cemcat) (C.N.), Vall d'Hebron Hospital Universitari, Barcelona, Spain; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Neuroscience Section and Multiple Sclerosis Centre, University of Catania PO Policlinico G Rodolico, Italy; Loyola University Chicago (A.P.R.), IL; Department of Neurology (L.V.), AZ Sint-Jan Brugge-Oostende, Belgium; Department of Neurology (T.V.), University of Colorado School of Medicine, Aurora; Medical Image Analysis Center (MIAC AG) (J.W.), Department of Biomedical Engineering, University of Basel; F. Hoffmann-La Roche Ltd (J.W., S.C., K.K., T.K., I.K., C.R., G.-A.T.), Basel, Switzerland; and Department of Neurology (J.K.), VU University Medical Centre, Amsterdam, the Netherlands
| | - William M Carroll
- From the Department of Neurology (H.-P.H.), UKD, Centre of Neurology and Neuropsychiatry and LVR-Klinikum, Heinrich-Heine University Düsseldorf, Germany; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Palacky University Olomouc, Czech Republic; Department of Neurology (R.H.B.B.), Jacobs School of Medicine and Biomedical Sciences, University of Buffalo, NY; Department of Neurology (T.B.), Medical University of Vienna, Comprehensive Center for Clinical Neurosciences and Mental Health, Austria; Mellen Center for MS (R.A.B.), Cleveland Clinic, OH; Neurocentre Magendie INSERM (B.B.), Université de Bordeaux, France; Department of Neurology (W.M.C.), Sir Charles Gairdner Hospital, Perron Institute for Neurological and Translational Science, The University of Western Australia, Nedlands; Department of Medicine and the Ottawa Hospital Research Institute (M.S.F.), University of Ottawa, Ontario, Canada; Department of Neurology (T.H.), Akershus University Hospital, Lørenskog; Institute of Clinical Medicine (T.H.), University of Oslo, Norway; Department of Neurology (R.K.), Hacettepe University Faculty of Medicine, Ankara, Turkey; Centre d'Esclerosi Mútiple de Catalunya (Cemcat) (C.N.), Vall d'Hebron Hospital Universitari, Barcelona, Spain; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Neuroscience Section and Multiple Sclerosis Centre, University of Catania PO Policlinico G Rodolico, Italy; Loyola University Chicago (A.P.R.), IL; Department of Neurology (L.V.), AZ Sint-Jan Brugge-Oostende, Belgium; Department of Neurology (T.V.), University of Colorado School of Medicine, Aurora; Medical Image Analysis Center (MIAC AG) (J.W.), Department of Biomedical Engineering, University of Basel; F. Hoffmann-La Roche Ltd (J.W., S.C., K.K., T.K., I.K., C.R., G.-A.T.), Basel, Switzerland; and Department of Neurology (J.K.), VU University Medical Centre, Amsterdam, the Netherlands
| | - Mark S Freedman
- From the Department of Neurology (H.-P.H.), UKD, Centre of Neurology and Neuropsychiatry and LVR-Klinikum, Heinrich-Heine University Düsseldorf, Germany; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Palacky University Olomouc, Czech Republic; Department of Neurology (R.H.B.B.), Jacobs School of Medicine and Biomedical Sciences, University of Buffalo, NY; Department of Neurology (T.B.), Medical University of Vienna, Comprehensive Center for Clinical Neurosciences and Mental Health, Austria; Mellen Center for MS (R.A.B.), Cleveland Clinic, OH; Neurocentre Magendie INSERM (B.B.), Université de Bordeaux, France; Department of Neurology (W.M.C.), Sir Charles Gairdner Hospital, Perron Institute for Neurological and Translational Science, The University of Western Australia, Nedlands; Department of Medicine and the Ottawa Hospital Research Institute (M.S.F.), University of Ottawa, Ontario, Canada; Department of Neurology (T.H.), Akershus University Hospital, Lørenskog; Institute of Clinical Medicine (T.H.), University of Oslo, Norway; Department of Neurology (R.K.), Hacettepe University Faculty of Medicine, Ankara, Turkey; Centre d'Esclerosi Mútiple de Catalunya (Cemcat) (C.N.), Vall d'Hebron Hospital Universitari, Barcelona, Spain; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Neuroscience Section and Multiple Sclerosis Centre, University of Catania PO Policlinico G Rodolico, Italy; Loyola University Chicago (A.P.R.), IL; Department of Neurology (L.V.), AZ Sint-Jan Brugge-Oostende, Belgium; Department of Neurology (T.V.), University of Colorado School of Medicine, Aurora; Medical Image Analysis Center (MIAC AG) (J.W.), Department of Biomedical Engineering, University of Basel; F. Hoffmann-La Roche Ltd (J.W., S.C., K.K., T.K., I.K., C.R., G.-A.T.), Basel, Switzerland; and Department of Neurology (J.K.), VU University Medical Centre, Amsterdam, the Netherlands
| | - Trygve Holmøy
- From the Department of Neurology (H.-P.H.), UKD, Centre of Neurology and Neuropsychiatry and LVR-Klinikum, Heinrich-Heine University Düsseldorf, Germany; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Palacky University Olomouc, Czech Republic; Department of Neurology (R.H.B.B.), Jacobs School of Medicine and Biomedical Sciences, University of Buffalo, NY; Department of Neurology (T.B.), Medical University of Vienna, Comprehensive Center for Clinical Neurosciences and Mental Health, Austria; Mellen Center for MS (R.A.B.), Cleveland Clinic, OH; Neurocentre Magendie INSERM (B.B.), Université de Bordeaux, France; Department of Neurology (W.M.C.), Sir Charles Gairdner Hospital, Perron Institute for Neurological and Translational Science, The University of Western Australia, Nedlands; Department of Medicine and the Ottawa Hospital Research Institute (M.S.F.), University of Ottawa, Ontario, Canada; Department of Neurology (T.H.), Akershus University Hospital, Lørenskog; Institute of Clinical Medicine (T.H.), University of Oslo, Norway; Department of Neurology (R.K.), Hacettepe University Faculty of Medicine, Ankara, Turkey; Centre d'Esclerosi Mútiple de Catalunya (Cemcat) (C.N.), Vall d'Hebron Hospital Universitari, Barcelona, Spain; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Neuroscience Section and Multiple Sclerosis Centre, University of Catania PO Policlinico G Rodolico, Italy; Loyola University Chicago (A.P.R.), IL; Department of Neurology (L.V.), AZ Sint-Jan Brugge-Oostende, Belgium; Department of Neurology (T.V.), University of Colorado School of Medicine, Aurora; Medical Image Analysis Center (MIAC AG) (J.W.), Department of Biomedical Engineering, University of Basel; F. Hoffmann-La Roche Ltd (J.W., S.C., K.K., T.K., I.K., C.R., G.-A.T.), Basel, Switzerland; and Department of Neurology (J.K.), VU University Medical Centre, Amsterdam, the Netherlands
| | - Rana Karabudak
- From the Department of Neurology (H.-P.H.), UKD, Centre of Neurology and Neuropsychiatry and LVR-Klinikum, Heinrich-Heine University Düsseldorf, Germany; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Palacky University Olomouc, Czech Republic; Department of Neurology (R.H.B.B.), Jacobs School of Medicine and Biomedical Sciences, University of Buffalo, NY; Department of Neurology (T.B.), Medical University of Vienna, Comprehensive Center for Clinical Neurosciences and Mental Health, Austria; Mellen Center for MS (R.A.B.), Cleveland Clinic, OH; Neurocentre Magendie INSERM (B.B.), Université de Bordeaux, France; Department of Neurology (W.M.C.), Sir Charles Gairdner Hospital, Perron Institute for Neurological and Translational Science, The University of Western Australia, Nedlands; Department of Medicine and the Ottawa Hospital Research Institute (M.S.F.), University of Ottawa, Ontario, Canada; Department of Neurology (T.H.), Akershus University Hospital, Lørenskog; Institute of Clinical Medicine (T.H.), University of Oslo, Norway; Department of Neurology (R.K.), Hacettepe University Faculty of Medicine, Ankara, Turkey; Centre d'Esclerosi Mútiple de Catalunya (Cemcat) (C.N.), Vall d'Hebron Hospital Universitari, Barcelona, Spain; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Neuroscience Section and Multiple Sclerosis Centre, University of Catania PO Policlinico G Rodolico, Italy; Loyola University Chicago (A.P.R.), IL; Department of Neurology (L.V.), AZ Sint-Jan Brugge-Oostende, Belgium; Department of Neurology (T.V.), University of Colorado School of Medicine, Aurora; Medical Image Analysis Center (MIAC AG) (J.W.), Department of Biomedical Engineering, University of Basel; F. Hoffmann-La Roche Ltd (J.W., S.C., K.K., T.K., I.K., C.R., G.-A.T.), Basel, Switzerland; and Department of Neurology (J.K.), VU University Medical Centre, Amsterdam, the Netherlands
| | - Carlos Nos
- From the Department of Neurology (H.-P.H.), UKD, Centre of Neurology and Neuropsychiatry and LVR-Klinikum, Heinrich-Heine University Düsseldorf, Germany; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Palacky University Olomouc, Czech Republic; Department of Neurology (R.H.B.B.), Jacobs School of Medicine and Biomedical Sciences, University of Buffalo, NY; Department of Neurology (T.B.), Medical University of Vienna, Comprehensive Center for Clinical Neurosciences and Mental Health, Austria; Mellen Center for MS (R.A.B.), Cleveland Clinic, OH; Neurocentre Magendie INSERM (B.B.), Université de Bordeaux, France; Department of Neurology (W.M.C.), Sir Charles Gairdner Hospital, Perron Institute for Neurological and Translational Science, The University of Western Australia, Nedlands; Department of Medicine and the Ottawa Hospital Research Institute (M.S.F.), University of Ottawa, Ontario, Canada; Department of Neurology (T.H.), Akershus University Hospital, Lørenskog; Institute of Clinical Medicine (T.H.), University of Oslo, Norway; Department of Neurology (R.K.), Hacettepe University Faculty of Medicine, Ankara, Turkey; Centre d'Esclerosi Mútiple de Catalunya (Cemcat) (C.N.), Vall d'Hebron Hospital Universitari, Barcelona, Spain; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Neuroscience Section and Multiple Sclerosis Centre, University of Catania PO Policlinico G Rodolico, Italy; Loyola University Chicago (A.P.R.), IL; Department of Neurology (L.V.), AZ Sint-Jan Brugge-Oostende, Belgium; Department of Neurology (T.V.), University of Colorado School of Medicine, Aurora; Medical Image Analysis Center (MIAC AG) (J.W.), Department of Biomedical Engineering, University of Basel; F. Hoffmann-La Roche Ltd (J.W., S.C., K.K., T.K., I.K., C.R., G.-A.T.), Basel, Switzerland; and Department of Neurology (J.K.), VU University Medical Centre, Amsterdam, the Netherlands
| | - Francesco Patti
- From the Department of Neurology (H.-P.H.), UKD, Centre of Neurology and Neuropsychiatry and LVR-Klinikum, Heinrich-Heine University Düsseldorf, Germany; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Palacky University Olomouc, Czech Republic; Department of Neurology (R.H.B.B.), Jacobs School of Medicine and Biomedical Sciences, University of Buffalo, NY; Department of Neurology (T.B.), Medical University of Vienna, Comprehensive Center for Clinical Neurosciences and Mental Health, Austria; Mellen Center for MS (R.A.B.), Cleveland Clinic, OH; Neurocentre Magendie INSERM (B.B.), Université de Bordeaux, France; Department of Neurology (W.M.C.), Sir Charles Gairdner Hospital, Perron Institute for Neurological and Translational Science, The University of Western Australia, Nedlands; Department of Medicine and the Ottawa Hospital Research Institute (M.S.F.), University of Ottawa, Ontario, Canada; Department of Neurology (T.H.), Akershus University Hospital, Lørenskog; Institute of Clinical Medicine (T.H.), University of Oslo, Norway; Department of Neurology (R.K.), Hacettepe University Faculty of Medicine, Ankara, Turkey; Centre d'Esclerosi Mútiple de Catalunya (Cemcat) (C.N.), Vall d'Hebron Hospital Universitari, Barcelona, Spain; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Neuroscience Section and Multiple Sclerosis Centre, University of Catania PO Policlinico G Rodolico, Italy; Loyola University Chicago (A.P.R.), IL; Department of Neurology (L.V.), AZ Sint-Jan Brugge-Oostende, Belgium; Department of Neurology (T.V.), University of Colorado School of Medicine, Aurora; Medical Image Analysis Center (MIAC AG) (J.W.), Department of Biomedical Engineering, University of Basel; F. Hoffmann-La Roche Ltd (J.W., S.C., K.K., T.K., I.K., C.R., G.-A.T.), Basel, Switzerland; and Department of Neurology (J.K.), VU University Medical Centre, Amsterdam, the Netherlands
| | - Amy Perrin Ross
- From the Department of Neurology (H.-P.H.), UKD, Centre of Neurology and Neuropsychiatry and LVR-Klinikum, Heinrich-Heine University Düsseldorf, Germany; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Palacky University Olomouc, Czech Republic; Department of Neurology (R.H.B.B.), Jacobs School of Medicine and Biomedical Sciences, University of Buffalo, NY; Department of Neurology (T.B.), Medical University of Vienna, Comprehensive Center for Clinical Neurosciences and Mental Health, Austria; Mellen Center for MS (R.A.B.), Cleveland Clinic, OH; Neurocentre Magendie INSERM (B.B.), Université de Bordeaux, France; Department of Neurology (W.M.C.), Sir Charles Gairdner Hospital, Perron Institute for Neurological and Translational Science, The University of Western Australia, Nedlands; Department of Medicine and the Ottawa Hospital Research Institute (M.S.F.), University of Ottawa, Ontario, Canada; Department of Neurology (T.H.), Akershus University Hospital, Lørenskog; Institute of Clinical Medicine (T.H.), University of Oslo, Norway; Department of Neurology (R.K.), Hacettepe University Faculty of Medicine, Ankara, Turkey; Centre d'Esclerosi Mútiple de Catalunya (Cemcat) (C.N.), Vall d'Hebron Hospital Universitari, Barcelona, Spain; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Neuroscience Section and Multiple Sclerosis Centre, University of Catania PO Policlinico G Rodolico, Italy; Loyola University Chicago (A.P.R.), IL; Department of Neurology (L.V.), AZ Sint-Jan Brugge-Oostende, Belgium; Department of Neurology (T.V.), University of Colorado School of Medicine, Aurora; Medical Image Analysis Center (MIAC AG) (J.W.), Department of Biomedical Engineering, University of Basel; F. Hoffmann-La Roche Ltd (J.W., S.C., K.K., T.K., I.K., C.R., G.-A.T.), Basel, Switzerland; and Department of Neurology (J.K.), VU University Medical Centre, Amsterdam, the Netherlands
| | - Ludo Vanopdenbosch
- From the Department of Neurology (H.-P.H.), UKD, Centre of Neurology and Neuropsychiatry and LVR-Klinikum, Heinrich-Heine University Düsseldorf, Germany; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Palacky University Olomouc, Czech Republic; Department of Neurology (R.H.B.B.), Jacobs School of Medicine and Biomedical Sciences, University of Buffalo, NY; Department of Neurology (T.B.), Medical University of Vienna, Comprehensive Center for Clinical Neurosciences and Mental Health, Austria; Mellen Center for MS (R.A.B.), Cleveland Clinic, OH; Neurocentre Magendie INSERM (B.B.), Université de Bordeaux, France; Department of Neurology (W.M.C.), Sir Charles Gairdner Hospital, Perron Institute for Neurological and Translational Science, The University of Western Australia, Nedlands; Department of Medicine and the Ottawa Hospital Research Institute (M.S.F.), University of Ottawa, Ontario, Canada; Department of Neurology (T.H.), Akershus University Hospital, Lørenskog; Institute of Clinical Medicine (T.H.), University of Oslo, Norway; Department of Neurology (R.K.), Hacettepe University Faculty of Medicine, Ankara, Turkey; Centre d'Esclerosi Mútiple de Catalunya (Cemcat) (C.N.), Vall d'Hebron Hospital Universitari, Barcelona, Spain; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Neuroscience Section and Multiple Sclerosis Centre, University of Catania PO Policlinico G Rodolico, Italy; Loyola University Chicago (A.P.R.), IL; Department of Neurology (L.V.), AZ Sint-Jan Brugge-Oostende, Belgium; Department of Neurology (T.V.), University of Colorado School of Medicine, Aurora; Medical Image Analysis Center (MIAC AG) (J.W.), Department of Biomedical Engineering, University of Basel; F. Hoffmann-La Roche Ltd (J.W., S.C., K.K., T.K., I.K., C.R., G.-A.T.), Basel, Switzerland; and Department of Neurology (J.K.), VU University Medical Centre, Amsterdam, the Netherlands
| | - Timothy Vollmer
- From the Department of Neurology (H.-P.H.), UKD, Centre of Neurology and Neuropsychiatry and LVR-Klinikum, Heinrich-Heine University Düsseldorf, Germany; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Palacky University Olomouc, Czech Republic; Department of Neurology (R.H.B.B.), Jacobs School of Medicine and Biomedical Sciences, University of Buffalo, NY; Department of Neurology (T.B.), Medical University of Vienna, Comprehensive Center for Clinical Neurosciences and Mental Health, Austria; Mellen Center for MS (R.A.B.), Cleveland Clinic, OH; Neurocentre Magendie INSERM (B.B.), Université de Bordeaux, France; Department of Neurology (W.M.C.), Sir Charles Gairdner Hospital, Perron Institute for Neurological and Translational Science, The University of Western Australia, Nedlands; Department of Medicine and the Ottawa Hospital Research Institute (M.S.F.), University of Ottawa, Ontario, Canada; Department of Neurology (T.H.), Akershus University Hospital, Lørenskog; Institute of Clinical Medicine (T.H.), University of Oslo, Norway; Department of Neurology (R.K.), Hacettepe University Faculty of Medicine, Ankara, Turkey; Centre d'Esclerosi Mútiple de Catalunya (Cemcat) (C.N.), Vall d'Hebron Hospital Universitari, Barcelona, Spain; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Neuroscience Section and Multiple Sclerosis Centre, University of Catania PO Policlinico G Rodolico, Italy; Loyola University Chicago (A.P.R.), IL; Department of Neurology (L.V.), AZ Sint-Jan Brugge-Oostende, Belgium; Department of Neurology (T.V.), University of Colorado School of Medicine, Aurora; Medical Image Analysis Center (MIAC AG) (J.W.), Department of Biomedical Engineering, University of Basel; F. Hoffmann-La Roche Ltd (J.W., S.C., K.K., T.K., I.K., C.R., G.-A.T.), Basel, Switzerland; and Department of Neurology (J.K.), VU University Medical Centre, Amsterdam, the Netherlands
| | - Jens Wuerfel
- From the Department of Neurology (H.-P.H.), UKD, Centre of Neurology and Neuropsychiatry and LVR-Klinikum, Heinrich-Heine University Düsseldorf, Germany; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Palacky University Olomouc, Czech Republic; Department of Neurology (R.H.B.B.), Jacobs School of Medicine and Biomedical Sciences, University of Buffalo, NY; Department of Neurology (T.B.), Medical University of Vienna, Comprehensive Center for Clinical Neurosciences and Mental Health, Austria; Mellen Center for MS (R.A.B.), Cleveland Clinic, OH; Neurocentre Magendie INSERM (B.B.), Université de Bordeaux, France; Department of Neurology (W.M.C.), Sir Charles Gairdner Hospital, Perron Institute for Neurological and Translational Science, The University of Western Australia, Nedlands; Department of Medicine and the Ottawa Hospital Research Institute (M.S.F.), University of Ottawa, Ontario, Canada; Department of Neurology (T.H.), Akershus University Hospital, Lørenskog; Institute of Clinical Medicine (T.H.), University of Oslo, Norway; Department of Neurology (R.K.), Hacettepe University Faculty of Medicine, Ankara, Turkey; Centre d'Esclerosi Mútiple de Catalunya (Cemcat) (C.N.), Vall d'Hebron Hospital Universitari, Barcelona, Spain; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Neuroscience Section and Multiple Sclerosis Centre, University of Catania PO Policlinico G Rodolico, Italy; Loyola University Chicago (A.P.R.), IL; Department of Neurology (L.V.), AZ Sint-Jan Brugge-Oostende, Belgium; Department of Neurology (T.V.), University of Colorado School of Medicine, Aurora; Medical Image Analysis Center (MIAC AG) (J.W.), Department of Biomedical Engineering, University of Basel; F. Hoffmann-La Roche Ltd (J.W., S.C., K.K., T.K., I.K., C.R., G.-A.T.), Basel, Switzerland; and Department of Neurology (J.K.), VU University Medical Centre, Amsterdam, the Netherlands
| | - Susanne Clinch
- From the Department of Neurology (H.-P.H.), UKD, Centre of Neurology and Neuropsychiatry and LVR-Klinikum, Heinrich-Heine University Düsseldorf, Germany; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Palacky University Olomouc, Czech Republic; Department of Neurology (R.H.B.B.), Jacobs School of Medicine and Biomedical Sciences, University of Buffalo, NY; Department of Neurology (T.B.), Medical University of Vienna, Comprehensive Center for Clinical Neurosciences and Mental Health, Austria; Mellen Center for MS (R.A.B.), Cleveland Clinic, OH; Neurocentre Magendie INSERM (B.B.), Université de Bordeaux, France; Department of Neurology (W.M.C.), Sir Charles Gairdner Hospital, Perron Institute for Neurological and Translational Science, The University of Western Australia, Nedlands; Department of Medicine and the Ottawa Hospital Research Institute (M.S.F.), University of Ottawa, Ontario, Canada; Department of Neurology (T.H.), Akershus University Hospital, Lørenskog; Institute of Clinical Medicine (T.H.), University of Oslo, Norway; Department of Neurology (R.K.), Hacettepe University Faculty of Medicine, Ankara, Turkey; Centre d'Esclerosi Mútiple de Catalunya (Cemcat) (C.N.), Vall d'Hebron Hospital Universitari, Barcelona, Spain; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Neuroscience Section and Multiple Sclerosis Centre, University of Catania PO Policlinico G Rodolico, Italy; Loyola University Chicago (A.P.R.), IL; Department of Neurology (L.V.), AZ Sint-Jan Brugge-Oostende, Belgium; Department of Neurology (T.V.), University of Colorado School of Medicine, Aurora; Medical Image Analysis Center (MIAC AG) (J.W.), Department of Biomedical Engineering, University of Basel; F. Hoffmann-La Roche Ltd (J.W., S.C., K.K., T.K., I.K., C.R., G.-A.T.), Basel, Switzerland; and Department of Neurology (J.K.), VU University Medical Centre, Amsterdam, the Netherlands
| | - Karen Kadner
- From the Department of Neurology (H.-P.H.), UKD, Centre of Neurology and Neuropsychiatry and LVR-Klinikum, Heinrich-Heine University Düsseldorf, Germany; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Palacky University Olomouc, Czech Republic; Department of Neurology (R.H.B.B.), Jacobs School of Medicine and Biomedical Sciences, University of Buffalo, NY; Department of Neurology (T.B.), Medical University of Vienna, Comprehensive Center for Clinical Neurosciences and Mental Health, Austria; Mellen Center for MS (R.A.B.), Cleveland Clinic, OH; Neurocentre Magendie INSERM (B.B.), Université de Bordeaux, France; Department of Neurology (W.M.C.), Sir Charles Gairdner Hospital, Perron Institute for Neurological and Translational Science, The University of Western Australia, Nedlands; Department of Medicine and the Ottawa Hospital Research Institute (M.S.F.), University of Ottawa, Ontario, Canada; Department of Neurology (T.H.), Akershus University Hospital, Lørenskog; Institute of Clinical Medicine (T.H.), University of Oslo, Norway; Department of Neurology (R.K.), Hacettepe University Faculty of Medicine, Ankara, Turkey; Centre d'Esclerosi Mútiple de Catalunya (Cemcat) (C.N.), Vall d'Hebron Hospital Universitari, Barcelona, Spain; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Neuroscience Section and Multiple Sclerosis Centre, University of Catania PO Policlinico G Rodolico, Italy; Loyola University Chicago (A.P.R.), IL; Department of Neurology (L.V.), AZ Sint-Jan Brugge-Oostende, Belgium; Department of Neurology (T.V.), University of Colorado School of Medicine, Aurora; Medical Image Analysis Center (MIAC AG) (J.W.), Department of Biomedical Engineering, University of Basel; F. Hoffmann-La Roche Ltd (J.W., S.C., K.K., T.K., I.K., C.R., G.-A.T.), Basel, Switzerland; and Department of Neurology (J.K.), VU University Medical Centre, Amsterdam, the Netherlands
| | - Thomas Kuenzel
- From the Department of Neurology (H.-P.H.), UKD, Centre of Neurology and Neuropsychiatry and LVR-Klinikum, Heinrich-Heine University Düsseldorf, Germany; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Palacky University Olomouc, Czech Republic; Department of Neurology (R.H.B.B.), Jacobs School of Medicine and Biomedical Sciences, University of Buffalo, NY; Department of Neurology (T.B.), Medical University of Vienna, Comprehensive Center for Clinical Neurosciences and Mental Health, Austria; Mellen Center for MS (R.A.B.), Cleveland Clinic, OH; Neurocentre Magendie INSERM (B.B.), Université de Bordeaux, France; Department of Neurology (W.M.C.), Sir Charles Gairdner Hospital, Perron Institute for Neurological and Translational Science, The University of Western Australia, Nedlands; Department of Medicine and the Ottawa Hospital Research Institute (M.S.F.), University of Ottawa, Ontario, Canada; Department of Neurology (T.H.), Akershus University Hospital, Lørenskog; Institute of Clinical Medicine (T.H.), University of Oslo, Norway; Department of Neurology (R.K.), Hacettepe University Faculty of Medicine, Ankara, Turkey; Centre d'Esclerosi Mútiple de Catalunya (Cemcat) (C.N.), Vall d'Hebron Hospital Universitari, Barcelona, Spain; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Neuroscience Section and Multiple Sclerosis Centre, University of Catania PO Policlinico G Rodolico, Italy; Loyola University Chicago (A.P.R.), IL; Department of Neurology (L.V.), AZ Sint-Jan Brugge-Oostende, Belgium; Department of Neurology (T.V.), University of Colorado School of Medicine, Aurora; Medical Image Analysis Center (MIAC AG) (J.W.), Department of Biomedical Engineering, University of Basel; F. Hoffmann-La Roche Ltd (J.W., S.C., K.K., T.K., I.K., C.R., G.-A.T.), Basel, Switzerland; and Department of Neurology (J.K.), VU University Medical Centre, Amsterdam, the Netherlands
| | - Inessa Kulyk
- From the Department of Neurology (H.-P.H.), UKD, Centre of Neurology and Neuropsychiatry and LVR-Klinikum, Heinrich-Heine University Düsseldorf, Germany; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Palacky University Olomouc, Czech Republic; Department of Neurology (R.H.B.B.), Jacobs School of Medicine and Biomedical Sciences, University of Buffalo, NY; Department of Neurology (T.B.), Medical University of Vienna, Comprehensive Center for Clinical Neurosciences and Mental Health, Austria; Mellen Center for MS (R.A.B.), Cleveland Clinic, OH; Neurocentre Magendie INSERM (B.B.), Université de Bordeaux, France; Department of Neurology (W.M.C.), Sir Charles Gairdner Hospital, Perron Institute for Neurological and Translational Science, The University of Western Australia, Nedlands; Department of Medicine and the Ottawa Hospital Research Institute (M.S.F.), University of Ottawa, Ontario, Canada; Department of Neurology (T.H.), Akershus University Hospital, Lørenskog; Institute of Clinical Medicine (T.H.), University of Oslo, Norway; Department of Neurology (R.K.), Hacettepe University Faculty of Medicine, Ankara, Turkey; Centre d'Esclerosi Mútiple de Catalunya (Cemcat) (C.N.), Vall d'Hebron Hospital Universitari, Barcelona, Spain; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Neuroscience Section and Multiple Sclerosis Centre, University of Catania PO Policlinico G Rodolico, Italy; Loyola University Chicago (A.P.R.), IL; Department of Neurology (L.V.), AZ Sint-Jan Brugge-Oostende, Belgium; Department of Neurology (T.V.), University of Colorado School of Medicine, Aurora; Medical Image Analysis Center (MIAC AG) (J.W.), Department of Biomedical Engineering, University of Basel; F. Hoffmann-La Roche Ltd (J.W., S.C., K.K., T.K., I.K., C.R., G.-A.T.), Basel, Switzerland; and Department of Neurology (J.K.), VU University Medical Centre, Amsterdam, the Netherlands
| | - Catarina Raposo
- From the Department of Neurology (H.-P.H.), UKD, Centre of Neurology and Neuropsychiatry and LVR-Klinikum, Heinrich-Heine University Düsseldorf, Germany; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Palacky University Olomouc, Czech Republic; Department of Neurology (R.H.B.B.), Jacobs School of Medicine and Biomedical Sciences, University of Buffalo, NY; Department of Neurology (T.B.), Medical University of Vienna, Comprehensive Center for Clinical Neurosciences and Mental Health, Austria; Mellen Center for MS (R.A.B.), Cleveland Clinic, OH; Neurocentre Magendie INSERM (B.B.), Université de Bordeaux, France; Department of Neurology (W.M.C.), Sir Charles Gairdner Hospital, Perron Institute for Neurological and Translational Science, The University of Western Australia, Nedlands; Department of Medicine and the Ottawa Hospital Research Institute (M.S.F.), University of Ottawa, Ontario, Canada; Department of Neurology (T.H.), Akershus University Hospital, Lørenskog; Institute of Clinical Medicine (T.H.), University of Oslo, Norway; Department of Neurology (R.K.), Hacettepe University Faculty of Medicine, Ankara, Turkey; Centre d'Esclerosi Mútiple de Catalunya (Cemcat) (C.N.), Vall d'Hebron Hospital Universitari, Barcelona, Spain; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Neuroscience Section and Multiple Sclerosis Centre, University of Catania PO Policlinico G Rodolico, Italy; Loyola University Chicago (A.P.R.), IL; Department of Neurology (L.V.), AZ Sint-Jan Brugge-Oostende, Belgium; Department of Neurology (T.V.), University of Colorado School of Medicine, Aurora; Medical Image Analysis Center (MIAC AG) (J.W.), Department of Biomedical Engineering, University of Basel; F. Hoffmann-La Roche Ltd (J.W., S.C., K.K., T.K., I.K., C.R., G.-A.T.), Basel, Switzerland; and Department of Neurology (J.K.), VU University Medical Centre, Amsterdam, the Netherlands
| | - Gian-Andrea Thanei
- From the Department of Neurology (H.-P.H.), UKD, Centre of Neurology and Neuropsychiatry and LVR-Klinikum, Heinrich-Heine University Düsseldorf, Germany; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Palacky University Olomouc, Czech Republic; Department of Neurology (R.H.B.B.), Jacobs School of Medicine and Biomedical Sciences, University of Buffalo, NY; Department of Neurology (T.B.), Medical University of Vienna, Comprehensive Center for Clinical Neurosciences and Mental Health, Austria; Mellen Center for MS (R.A.B.), Cleveland Clinic, OH; Neurocentre Magendie INSERM (B.B.), Université de Bordeaux, France; Department of Neurology (W.M.C.), Sir Charles Gairdner Hospital, Perron Institute for Neurological and Translational Science, The University of Western Australia, Nedlands; Department of Medicine and the Ottawa Hospital Research Institute (M.S.F.), University of Ottawa, Ontario, Canada; Department of Neurology (T.H.), Akershus University Hospital, Lørenskog; Institute of Clinical Medicine (T.H.), University of Oslo, Norway; Department of Neurology (R.K.), Hacettepe University Faculty of Medicine, Ankara, Turkey; Centre d'Esclerosi Mútiple de Catalunya (Cemcat) (C.N.), Vall d'Hebron Hospital Universitari, Barcelona, Spain; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Neuroscience Section and Multiple Sclerosis Centre, University of Catania PO Policlinico G Rodolico, Italy; Loyola University Chicago (A.P.R.), IL; Department of Neurology (L.V.), AZ Sint-Jan Brugge-Oostende, Belgium; Department of Neurology (T.V.), University of Colorado School of Medicine, Aurora; Medical Image Analysis Center (MIAC AG) (J.W.), Department of Biomedical Engineering, University of Basel; F. Hoffmann-La Roche Ltd (J.W., S.C., K.K., T.K., I.K., C.R., G.-A.T.), Basel, Switzerland; and Department of Neurology (J.K.), VU University Medical Centre, Amsterdam, the Netherlands
| | - Joep Killestein
- From the Department of Neurology (H.-P.H.), UKD, Centre of Neurology and Neuropsychiatry and LVR-Klinikum, Heinrich-Heine University Düsseldorf, Germany; Brain and Mind Centre (H.-P.H.), University of Sydney, Australia; Department of Neurology (H.-P.H.), Palacky University Olomouc, Czech Republic; Department of Neurology (R.H.B.B.), Jacobs School of Medicine and Biomedical Sciences, University of Buffalo, NY; Department of Neurology (T.B.), Medical University of Vienna, Comprehensive Center for Clinical Neurosciences and Mental Health, Austria; Mellen Center for MS (R.A.B.), Cleveland Clinic, OH; Neurocentre Magendie INSERM (B.B.), Université de Bordeaux, France; Department of Neurology (W.M.C.), Sir Charles Gairdner Hospital, Perron Institute for Neurological and Translational Science, The University of Western Australia, Nedlands; Department of Medicine and the Ottawa Hospital Research Institute (M.S.F.), University of Ottawa, Ontario, Canada; Department of Neurology (T.H.), Akershus University Hospital, Lørenskog; Institute of Clinical Medicine (T.H.), University of Oslo, Norway; Department of Neurology (R.K.), Hacettepe University Faculty of Medicine, Ankara, Turkey; Centre d'Esclerosi Mútiple de Catalunya (Cemcat) (C.N.), Vall d'Hebron Hospital Universitari, Barcelona, Spain; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Neuroscience Section and Multiple Sclerosis Centre, University of Catania PO Policlinico G Rodolico, Italy; Loyola University Chicago (A.P.R.), IL; Department of Neurology (L.V.), AZ Sint-Jan Brugge-Oostende, Belgium; Department of Neurology (T.V.), University of Colorado School of Medicine, Aurora; Medical Image Analysis Center (MIAC AG) (J.W.), Department of Biomedical Engineering, University of Basel; F. Hoffmann-La Roche Ltd (J.W., S.C., K.K., T.K., I.K., C.R., G.-A.T.), Basel, Switzerland; and Department of Neurology (J.K.), VU University Medical Centre, Amsterdam, the Netherlands
| |
Collapse
|
10
|
Machado A, Wredendal E, Fink K, Friberg E. Workplace and social support, treatment satisfaction, and their impact on quality of life in Swedish women with multiple sclerosis: a cross-sectional survey study. BMJ Open 2024; 14:e087563. [PMID: 39806622 PMCID: PMC11667484 DOI: 10.1136/bmjopen-2024-087563] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Accepted: 11/18/2024] [Indexed: 01/16/2025] Open
Abstract
OBJECTIVE To evaluate health-related quality of life (HRQoL), in relation to support from work, social, as well as treatment satisfaction, in women with multiple sclerosis (MS). Further, to predict the satisfaction on these support dimensions based on sociodemographic and clinical variables. DESIGN Cross-sectional survey: a web-based questionnaire conducted in 2021 of people with MS (PwMS) linked to Nationwide Swedish registers. SETTING Sweden. PARTICIPANTS Working women with MS, living in Sweden, aged 20-50 responding to the survey during the spring of 2021 (n=2967). OUTCOME MEASURES Health-related quality of life was measured using the EuroQol Visual Analogue Scale (EQ-VAS). Linear regression models were applied to estimate the association between demographic and clinical factors, as well as reported survey answers with HRQoL. Odds of perceived satisfactory support in one, two or all three support dimensions (work, social or treatment) were performed with multinomial logistic regressions. RESULTS Lower MS severity and fatigue, higher cognitive processing speed, living in cities and higher educational attainment were individually associated with higher levels of HRQoL (p<0.001). Contrary, lower HRQoL was associated with progressive type of MS, self-reported visible or invisible symptoms, and no or unsatisfactory support from work, social and treatment (p<0.001). When explored altogether, higher levels in HRQoL were predominantly explained by lower MS severity (t=-9.318, p<0.001), less fatigue (t=-22.190, p<0.001) and more support from work (t=4.824, p<0.001) and to some extent, social support (t=-2.448, p=0.014). Further, compared with women who reported no support, those experiencing lower fatigue and receiving ongoing treatment were more likely to receive support in one or more of all three dimensions (work, social and satisfaction with their treatment). In contrast, higher HRQoL (OR=1.033; CI=1.015 to 1.052) was only significant when receiving simultaneous support from all three support dimensions. CONCLUSION Clinical factors and support from work and social support are the strongest contributors to HRQoL in working women with MS. Further, support across several life dimensions is essential when assessing HRQoL. Particularly, satisfaction with the perceived support from work, which plays a crucial role in the HRQoL of women with MS. This underscores the importance of prioritising clinical management and strong support systems to significantly improve HRQoL outcomes in patients with MS.
Collapse
Affiliation(s)
- Alejandra Machado
- Division of Insurance Medicine, Department of Clinical Neuroscience, Karolinska Institutet, SE-171 77, Stockholm, Sweden
| | | | - Katharina Fink
- Division of Neurology, Department of Clinical Neuroscience, Karolinska Institutet, SE-171 77, Stockholm, Sweden
| | - Emilie Friberg
- Division of Insurance Medicine, Department of Clinical Neuroscience, Karolinska Institutet, SE-171 77, Stockholm, Sweden
| |
Collapse
|
11
|
Ali HT, Yousef AM, El-Farargy SH, Abdelmonhem AM, Abouda DA, Mahmoud AM, Elsayed AA, Hassaan HK, Afifi AM. An updated systematic review and meta-analysis exploring the efficacy and safety of dimethyl fumarate (DMF) for patients with multiple sclerosis (MS). BMJ Neurol Open 2024; 6:e000872. [PMID: 39720512 PMCID: PMC11667417 DOI: 10.1136/bmjno-2024-000872] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2024] [Accepted: 11/25/2024] [Indexed: 12/26/2024] Open
Abstract
Background Dimethyl fumarate (DMF) is increasingly used in treating multiple sclerosis (MS) with controversial results of the safety and efficacy of different DMF doses. We aimed to systematically review the literature to examine the safety and efficacy of DMF for MS patients. Methods We searched PubMed Medline, Cochrane, Web of Science, Scopus databases and clinicaltrials.gov up to June 2023 for the published trials evaluating the use of DMF for MS in adults. All included studies were screened and abstracted independently by two authors. Efficacy and safety outcome measures were extracted. The meta-analysis was conducted using Review Manager 5.4. Results 10 studies including eight randomised controlled trials, one open-label and one single-arm before-after study with a total population size of 4278 patients were included. DMF group showed a statistically significant reduction in the proportion of relapses compared with the control group, (OR: 0.47, 95% CI: [0.41, 0.55], p<0.00001) with no statistical differences between 240 mg two times per day and three times a day doses. Furthermore, the DMF group had a significant reduction in Gd-enhanced lesions compared with control (MD=-1.53, 95% CI: [-1.91 to -1.41], p<0.00001). Our results showed a non-significant difference in adverse events that led to discontinuation of the study with an OR of 1.29 (95% CI: [0.98, 1.71], p value=0.07). Discussion DMF had significant efficacy and safety compared with the control, with no difference between the DMF doses. More studies with large sample sizes and longer follow-ups are needed to detect long-term safety and efficacy.
Collapse
Affiliation(s)
- Hossam Tharwat Ali
- Qena Faculty of Medicine, South Valley University, Qena, Egypt
- Benha Students’ Innovation and Research Association (BSIRA), Benha, Egypt
| | - Amr Mahmoud Yousef
- Benha Students’ Innovation and Research Association (BSIRA), Benha, Egypt
- Benha Faculty of Medicine, Benha University, Benha, Egypt
| | - Sara Hosny El-Farargy
- Benha Students’ Innovation and Research Association (BSIRA), Benha, Egypt
- Benha Faculty of Medicine, Benha University, Benha, Egypt
| | - Ahmed Mohamed Abdelmonhem
- Benha Students’ Innovation and Research Association (BSIRA), Benha, Egypt
- Benha Faculty of Medicine, Benha University, Benha, Egypt
| | - Dalia Atef Abouda
- Benha Students’ Innovation and Research Association (BSIRA), Benha, Egypt
- Faculty of Medicine, Alexandria University, Alexandria, Egypt
| | - Ahmed Mamdoh Mahmoud
- Benha Students’ Innovation and Research Association (BSIRA), Benha, Egypt
- Benha Faculty of Medicine, Benha University, Benha, Egypt
| | - Ammar Arafat Elsayed
- Benha Students’ Innovation and Research Association (BSIRA), Benha, Egypt
- Benha Faculty of Medicine, Benha University, Benha, Egypt
| | - Hazem Khaled Hassaan
- Benha Students’ Innovation and Research Association (BSIRA), Benha, Egypt
- Benha Faculty of Medicine, Benha University, Benha, Egypt
| | - Ahmed M. Afifi
- Ain Shams University, Faculty of Medicine, Cairo, Egypt
- University of Toledo Medical Center, Toledo, Ohio, USA
| |
Collapse
|
12
|
Bsteh G, Hegen H, Krajnc N, Föttinger F, Altmann P, Auer M, Berek K, Kornek B, Leutmezer F, Macher S, Monschein T, Ponleitner M, Rommer P, Schmied C, Zebenholzer K, Zulehner G, Zrzavy T, Deisenhammer F, Di Pauli F, Pemp B, Berger T. Retinal thinning differentiates treatment effects in relapsing multiple sclerosis below the clinical threshold. Ann Clin Transl Neurol 2024. [PMID: 39686570 DOI: 10.1002/acn3.52279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2024] [Accepted: 11/26/2024] [Indexed: 12/18/2024] Open
Abstract
OBJECTIVE To investigate retinal layer thinning as a biomarker of disease-modifying treatment (DMT) effects in relapsing multiple sclerosis (RMS). METHODS From an ongoing prospective observational study, we included patients with RMS, who (i) had an optical coherence tomography (OCT) scan within 6 to 12 months after DMT start (rebaseline) and ≥1 follow-up OCT ≥12 months after rebaseline and (ii) adhered to DMT during follow-up. Differences between DMT in thinning of peripapillary-retinal-nerve-fiber-layer (pRNFL) and macular ganglion cell-plus-inner plexiform-layer (GCIPL) were analyzed using mixed-effects linear regression. Eyes suffering optic neuritis during follow-up were excluded. RESULTS We included 291 RMS patients (mean age 30.8 years [SD 7.9], 72.9% female, median disease duration 9 months [range 6-94], median rebaseline-to-last-follow-up-interval 32 months [12-82]). Mean annualized rates of retinal layer thinning (%/year) in reference to DMF (n = 84, GCIPL 0.28, pRNFL 0.53) were similar under TERI (n = 18, GCIPL 0.34, pRNFL 0.59), GLAT (n = 24, GCIPL 0.32, pRNFL 0.56), and IFNb (n = 13, GCIPL 0.33, pRNFL 0.60) were slightly lower under S1PM (n = 27, GCIPL 0.19, pRNFL 0.42) and CLA (n = 23, GCIPL 0.20, pRNFL 0.42), and were significantly lower under NTZ (n = 47, GCIPL 0.09, pRNFL 0.24; both p < 0.001) and antiCD20 (n = 55, GCIPL 0.10, pRNFL 0.23; both p < 0.001). In patients achieving NEDA-2, observed thinning rates were lower overall, but still significantly lower under NTZ and antiCD20. INTERPRETATION Applying a rebaselining concept, retinal layer thinning differentiates DMT effects even in clinically stable patients and, thus, might be a useful biomarker to monitor DMT efficacy on subclinical neuroaxonal degeneration-at least on a group level.
Collapse
Affiliation(s)
- Gabriel Bsteh
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Harald Hegen
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Nik Krajnc
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Fabian Föttinger
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Patrick Altmann
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Michael Auer
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Klaus Berek
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Barbara Kornek
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Fritz Leutmezer
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Stefan Macher
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Tobias Monschein
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Markus Ponleitner
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Paulus Rommer
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Christiane Schmied
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Karin Zebenholzer
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Gudrun Zulehner
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Tobias Zrzavy
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Center for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | | | - Franziska Di Pauli
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Berthold Pemp
- Department of Ophthalmology, Medical University of Vienna, Vienna, Austria
| | - 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
| |
Collapse
|
13
|
Filippi M, Margoni M, Zaccone T, Guerrieri S, Rancoita PM, Moiola L, Rocca MA. Disability worsening outcome in multiple sclerosis based on EDSS: does half a point matter? J Neurol 2024; 272:9. [PMID: 39666135 DOI: 10.1007/s00415-024-12788-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2024] [Revised: 10/09/2024] [Accepted: 10/10/2024] [Indexed: 12/13/2024]
Affiliation(s)
- Massimo Filippi
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy.
- Vita-Salute San Raffaele University, Milan, Italy.
- Neurorehabilitation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.
- Neurophysiology Service, IRCCS San Raffaele Scientific Institute, Milan, Italy.
| | - Monica Margoni
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy
- Neurorehabilitation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Tiziana Zaccone
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Simone Guerrieri
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Paola Maria Rancoita
- University Centre for Statistics in the Biomedical Sciences (CUSSB), Vita-Salute San Raffaele University, Milan, Italy
| | - Lucia Moiola
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Maria Assunta Rocca
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| |
Collapse
|
14
|
Fan Y, Wang Z, Wu Y, Zhou L, Wang L, Huang W, Tan H, Chang X, ZhangBao J, Quan C. Fewer relapses and worse outcomes of patients with late-onset myelin oligodendrocyte glycoprotein antibody-associated disease. J Neurol Neurosurg Psychiatry 2024:jnnp-2024-334613. [PMID: 39643428 DOI: 10.1136/jnnp-2024-334613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Accepted: 11/04/2024] [Indexed: 12/09/2024]
Abstract
BACKGROUND To delineate the clinical characteristics and outcomes of late-onset myelin oligodendrocyte glycoprotein antibody-associated disease (LO-MOGAD) and compare them with those of early-onset MOGAD (EO-MOGAD). METHODS This observational cohort study included 199 adult patients with MOGAD. We reviewed the patients' demographic and clinical data and performed comparative analyses between EO-MOGAD and LO-MOGAD (onset age 18-50 and ≥50 years, respectively). RESULTS Among the 199 patients, 42 had LO-MOGAD. Compared with patients with EO-MOGAD, those with LO-MOGAD patients exhibited a significantly higher incidence of optic neuritis both at the initial attack (66.67% vs 43.31%, p=0.007) and throughout all attacks (72.15% vs 52.51%, p=0.001). Over a similar disease duration, patients with LO-MOGAD exhibited significantly fewer relapsing courses (45.16% vs 70.97%), higher Expanded Disability Status Scale (EDSS) and visual functional system scores at the last visit (all p<0.05). Compared with patients with EO-MOGAD, those with LO-MOGAD had a significantly lower risk of relapse (HR 0.512, 95% CI 0.268 to 0.978, p=0.034), but higher risks of reaching EDSS ≥2 (HR 2.893, 95% CI 1.524 to 5.494, p<0.001) and visual acuity ≤0.6 (HR 3.097, 95% CI 1.073 to 8.937, p=0.022). Immunosuppressive therapies significantly reduced the annualised relapse rates of patients with LO-MOGAD, although adverse events leading to drug discontinuation and hospitalisation were observed. CONCLUSIONS Compared with patients with EO-MOGAD, patients with LO-MOGAD exhibited fewer relapsing courses but worse disability outcomes and should be actively treated.
Collapse
Affiliation(s)
- Yuxin Fan
- Department of Neurology, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
- National Center for Neurological Disorders, Huashan Hospital Fudan University, Shanghai, People's Republic of China
| | - Zhouzhou Wang
- Department of Neurology, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
- National Center for Neurological Disorders, Huashan Hospital Fudan University, Shanghai, People's Republic of China
| | - Yuhang Wu
- National Center for Neurological Disorders, Huashan Hospital Fudan University, Shanghai, People's Republic of China
- Department of Radiology, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Lei Zhou
- Department of Neurology, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
- National Center for Neurological Disorders, Huashan Hospital Fudan University, Shanghai, People's Republic of China
| | - Liang Wang
- Department of Neurology, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
- National Center for Neurological Disorders, Huashan Hospital Fudan University, Shanghai, People's Republic of China
| | - Wenjuan Huang
- Department of Neurology, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
- National Center for Neurological Disorders, Huashan Hospital Fudan University, Shanghai, People's Republic of China
| | - Hongmei Tan
- Department of Neurology, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
- National Center for Neurological Disorders, Huashan Hospital Fudan University, Shanghai, People's Republic of China
| | - Xuechun Chang
- Department of Integrative Biology and Physiology, University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | - Jingzi ZhangBao
- Department of Neurology, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
- National Center for Neurological Disorders, Huashan Hospital Fudan University, Shanghai, People's Republic of China
- Rare Disease Center, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Chao Quan
- Department of Neurology, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
- National Center for Neurological Disorders, Huashan Hospital Fudan University, Shanghai, People's Republic of China
- Rare Disease Center, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| |
Collapse
|
15
|
Monreal E, Fernández-Velasco JI, Álvarez-Lafuente R, Sainz de la Maza S, García-Sánchez MI, Llufriu S, Casanova B, Comabella M, Martínez-Yélamos S, Galimberti D, Ramió-Torrentà L, Martínez-Ginés ML, Aladro Y, Ayuso L, Martínez-Rodríguez JE, Brieva L, Villarrubia N, Eichau S, Zamora J, Rodero-Romero A, Espiño M, Blanco Y, Saiz A, Montalbán X, Tintoré M, Domínguez-Mozo MI, Cuello JP, Romero-Pinel L, Ghezzi L, Pilo de la Fuente B, Pérez-Miralles F, Quiroga-Varela A, Rubio L, Rodríguez-Jorge F, Chico-García JL, Sainz-Amo R, Masjuan J, Costa-Frossard L, Villar LM. Serum biomarkers at disease onset for personalized therapy in multiple sclerosis. Brain 2024; 147:4084-4093. [PMID: 39101570 DOI: 10.1093/brain/awae260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2023] [Revised: 05/24/2024] [Accepted: 07/06/2024] [Indexed: 08/06/2024] Open
Abstract
The potential for combining serum neurofilament light chain (sNfL) and glial fibrillary acidic protein (sGFAP) levels to predict worsening disability in multiple sclerosis remains underexplored. We aimed to investigate whether sNfL and sGFAP values identify distinct subgroups of patients according to the risk of disability worsening and their response to disease-modifying treatments (DMTs). This multicentre study, conducted across 13 European hospitals, spanned from 15 July 1994 to 18 August 2022, with follow-up until 26 September 2023. We enrolled patients with multiple sclerosis who had serum samples collected within 12 months from disease onset and before initiating DMTs. Multivariable regression models were used to estimate the risk of relapse-associated worsening (RAW), progression independent of relapse activity (PIRA) and Expanded Disability Status Scale (EDSS) score of 3. Of the 725 patients included, the median age was 34.2 (interquartile range, 27.6-42.4) years, and 509 patients (70.2%) were female. The median follow-up duration was 6.43 (interquartile range, 4.65-9.81) years. Higher sNfL values were associated with an elevated risk of RAW [hazard ratio (HR) of 1.45; 95% confidence interval (CI) 1.19-1.76; P < 0.001], PIRA (HR of 1.43; 95% CI 1.13-1.81; P = 0.003) and reaching an EDSS of 3 (HR of 1.55; 95% CI 1.29-1.85; P < 0.001). Moreover, higher sGFAP levels were linked to a higher risk of achieving an EDSS score of 3 (HR of 1.36; 95% CI 1.06-1.74; P = 0.02) and, in patients with low sNfL values, to PIRA (HR of 1.86; 95% CI 1.01-3.45; P = 0.04). We also examined the combined effect of sNfL and sGFAP levels. Patients with low sNfL and sGFAP values exhibited a low risk of all outcomes and served as a reference. Untreated patients with high sNfL levels showed a higher risk of RAW, PIRA and reaching an EDSS of 3. Injectable or oral DMTs reduced the risk of RAW in these patients but failed to mitigate the risk of PIRA and reaching an EDSS of 3. Conversely, high-efficacy DMTs counteracted the heightened risk of these outcomes, except for the risk of PIRA in patients with high sNfL and sGFAP levels. Patients with low sNfL and high sGFAP values showed an increased risk of PIRA and achieving an EDSS of 3, which remained unchanged with either high-efficacy or other DMTs. In conclusion, evaluating sNfL and sGFAP levels at disease onset in multiple sclerosis might identify distinct phenotypes associated with diverse immunological pathways of disability acquisition and therapeutic response.
Collapse
Affiliation(s)
- Enric Monreal
- Department of Neurology, Hospital Universitario Ramón y Cajal, Red Española de Esclerosis Múltiple (REEM), Red de Enfermedades Inflamatorias (REI), IRYCIS, Universidad de Alcalá, 28034 Madrid, Spain
| | - José Ignacio Fernández-Velasco
- Department of Immunology, Hospital Universitario Ramón y Cajal, REEM, REI, IRYCIS, Universidad de Alcalá, 28034 Madrid, Spain
| | - Roberto Álvarez-Lafuente
- Grupo Investigación de factores ambientales en enfermedades degenerativas, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), 28040 Madrid, Spain
| | - Susana Sainz de la Maza
- Department of Neurology, Hospital Universitario Ramón y Cajal, Red Española de Esclerosis Múltiple (REEM), Red de Enfermedades Inflamatorias (REI), IRYCIS, Universidad de Alcalá, 28034 Madrid, Spain
| | - María Isabel García-Sánchez
- Nodo Biobanco Hospital Virgen Macarena (Biobanco del Sistema Sanitario Público de Andalucía), Hospital Universitario Virgen Macarena, 41013 Seville, Spain
| | - Sara Llufriu
- Neuroimmunology and Multiple Sclerosis Unit, Laboratory of Advanced Imaging in Neuroimmunological Diseases, Hospital Clinic Barcelona, Institut d'Investigacions Biomediques August Pi i Sunyer (IDIBAPS) and Universitat de Barcelona, 08036 Barcelona, Spain
| | - Bonaventura Casanova
- Multiple Sclerosis and Neuroimmunology Research Group, Fundación para la Investigación La Fe, 46026 Valencia, Spain
| | - Manuel Comabella
- Servei de Neurologia, Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Institut de Recerca Vall d'Hebrón (VHIR), Hospital Universitari Vall d'Hebrón, Universitat Autònoma de Barcelona, 08035 Barcelona, Spain
| | - Sergio Martínez-Yélamos
- Department of Neurology, Hospital Universitari de Bellvitge-IDIBELL, L'Hospitalet de Llobregat, 08907 Barcelona, Spain
- Departament de Ciències Clíniques, Facultat de Medicina, Universitat de Barcelona, 08007 Barcelona, Spain
| | - Daniela Galimberti
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, 20126 Milan, Italy
- Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, 20122 Milan, Italy
| | - Lluís Ramió-Torrentà
- Neuroimmunology and Multiple Sclerosis Unit, Department of Neurology, Dr. Josep Trueta University Hospital, 17001, Girona, Spain
- Neurodegeneration and Neuroinflammation Research Group, Girona Biomedical Research Institute (IDIBGI), Dr. Josep Trueta University Hospital, 17001, Catalonia, Spain
- Department of Medical Sciences, School of Medicine, University of Girona, 17001 Girona, Spain
| | | | - Yolanda Aladro
- Department of Neurology, Hospital Universitario Getafe, Universidad Europea de Madrid, 28905 Madrid, Spain
| | - Lucía Ayuso
- Department of Neurology, Hospital Universitario Príncipe de Asturias, 28805 Alcalá de Henares, Spain
| | | | - Luis Brieva
- Hospital Arnau de Vilanova de Lleida, UdL Medicine Department, IRBLLEIDA, 25198 Lleida, Spain
| | - Noelia Villarrubia
- Department of Immunology, Hospital Universitario Ramón y Cajal, REEM, REI, IRYCIS, Universidad de Alcalá, 28034 Madrid, Spain
| | - Sara Eichau
- Multiple Sclerosis Unit, Hospital Virgen Macarena, 41013 Sevilla, Spain
| | - Javier Zamora
- Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), 28034 Madrid, Spain
- Unidad de Bioestadística Clínica, Hospital Ramón y Cajal, 28034 Madrid, Spain
- CIBER Epidemiology and Public Health (CIBERESP), 28034 Madrid, Spain
- Institute of Metabolism and Systems Research, University of Birmingham, Birmingham B15 2TT, UK
| | - Alexander Rodero-Romero
- Department of Immunology, Hospital Universitario Ramón y Cajal, REEM, REI, IRYCIS, Universidad de Alcalá, 28034 Madrid, Spain
| | - Mercedes Espiño
- Department of Immunology, Hospital Universitario Ramón y Cajal, REEM, REI, IRYCIS, Universidad de Alcalá, 28034 Madrid, Spain
| | - Yolanda Blanco
- Neuroimmunology and Multiple Sclerosis Unit, Laboratory of Advanced Imaging in Neuroimmunological Diseases, Hospital Clinic Barcelona, Institut d'Investigacions Biomediques August Pi i Sunyer (IDIBAPS) and Universitat de Barcelona, 08036 Barcelona, Spain
| | - Albert Saiz
- Neuroimmunology and Multiple Sclerosis Unit, Laboratory of Advanced Imaging in Neuroimmunological Diseases, Hospital Clinic Barcelona, Institut d'Investigacions Biomediques August Pi i Sunyer (IDIBAPS) and Universitat de Barcelona, 08036 Barcelona, Spain
| | - Xavier Montalbán
- Servei de Neurologia, Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Institut de Recerca Vall d'Hebrón (VHIR), Hospital Universitari Vall d'Hebrón, Universitat Autònoma de Barcelona, 08035 Barcelona, Spain
| | - Mar Tintoré
- Servei de Neurologia, Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Institut de Recerca Vall d'Hebrón (VHIR), Hospital Universitari Vall d'Hebrón, Universitat Autònoma de Barcelona, 08035 Barcelona, Spain
| | - María Inmaculada Domínguez-Mozo
- Grupo Investigación de factores ambientales en enfermedades degenerativas, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), 28040 Madrid, Spain
| | - Juan Pablo Cuello
- Department of Neurology, Hospital Universitario Gregorio Marañón, 28007 Madrid, Spain
| | - Lucía Romero-Pinel
- Department of Neurology, Hospital Universitari de Bellvitge-IDIBELL, L'Hospitalet de Llobregat, 08907 Barcelona, Spain
| | - Laura Ghezzi
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, 20126 Milan, Italy
- Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, 20122 Milan, Italy
| | - Belén Pilo de la Fuente
- Department of Neurology, Hospital Universitario Getafe, Universidad Europea de Madrid, 28905 Madrid, Spain
| | - Francisco Pérez-Miralles
- Multiple Sclerosis and Neuroimmunology Research Group, Fundación para la Investigación La Fe, 46026 Valencia, Spain
| | - Ana Quiroga-Varela
- Neuroimmunology and Multiple Sclerosis Unit, Department of Neurology, Dr. Josep Trueta University Hospital, 17001, Girona, Spain
| | - Lluïsa Rubio
- Department of Neurology, Hospital Universitario Getafe, Universidad Europea de Madrid, 28905 Madrid, Spain
| | - Fernando Rodríguez-Jorge
- Department of Neurology, Hospital Universitario Ramón y Cajal, Red Española de Esclerosis Múltiple (REEM), Red de Enfermedades Inflamatorias (REI), IRYCIS, Universidad de Alcalá, 28034 Madrid, Spain
| | - Juan Luís Chico-García
- Department of Neurology, Hospital Universitario Ramón y Cajal, Red Española de Esclerosis Múltiple (REEM), Red de Enfermedades Inflamatorias (REI), IRYCIS, Universidad de Alcalá, 28034 Madrid, Spain
| | - Raquel Sainz-Amo
- Department of Neurology, Hospital Universitario Ramón y Cajal, Red Española de Esclerosis Múltiple (REEM), Red de Enfermedades Inflamatorias (REI), IRYCIS, Universidad de Alcalá, 28034 Madrid, Spain
| | - Jaime Masjuan
- Department of Neurology, Hospital Universitario Ramón y Cajal, Red Española de Esclerosis Múltiple (REEM), Red de Enfermedades Inflamatorias (REI), IRYCIS, Universidad de Alcalá, 28034 Madrid, Spain
| | - Lucienne Costa-Frossard
- Department of Neurology, Hospital Universitario Ramón y Cajal, Red Española de Esclerosis Múltiple (REEM), Red de Enfermedades Inflamatorias (REI), IRYCIS, Universidad de Alcalá, 28034 Madrid, Spain
| | - Luisa M Villar
- Department of Immunology, Hospital Universitario Ramón y Cajal, REEM, REI, IRYCIS, Universidad de Alcalá, 28034 Madrid, Spain
| |
Collapse
|
16
|
Kosior N, Perrier RL, Casserly C, Morrow SA, Racosta JM. New insights into the use of high dose corticosteroids and plasmapheresis in persons with MOGAD and NMOSD. Mult Scler Relat Disord 2024; 92:105941. [PMID: 39447245 DOI: 10.1016/j.msard.2024.105941] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2024] [Revised: 10/01/2024] [Accepted: 10/13/2024] [Indexed: 10/26/2024]
Abstract
BACKGROUND Anti-myelin oligodendrocyte glycoprotein associated disease (MOGAD) and neuromyelitis optica spectrum disease (NMOSD) are antibody mediated diseases characterized by neurological symptoms including recurrent relapses of optic neuritis and/or myelitis, as well as other less frequent syndromes. The current treatment for acute attacks of NMOSD/MOGAD are based on clinical studies for other demyelinating diseases(i.e. Multiple Sclerosis). In NMOSD, high dose corticosteroids (HDS) are considered the standard first line therapy, with emerging evidence supporting the use of plasmapheresis (PLEX) as an acute therapy. In MOGAD, being a relatively new clinical syndrome, the consensus on acute treatments is yet to be reached. The objective of our study was to assess the efficacy of treatment regimens (no treatment vs. HDS vs. HDS and PLEX) on disability outcomes in persons with NMOSD and MOGAD-optic neuritis and myelitis. METHODS We retrospectively extracted data from the MuSicaL-NeMo database using a mixed Natural Language Processing followed by investigators verification. We assessed the change in Expanded Disability Status Scale (EDSS) and Visual Acuity (VA) following HDS and PLEX, in persons with MOGAD and NMOSD following myelitis and optic neuritis. We used the novel statistical measure Wilcoxon-Mann-Whitney Odd (WMW-Odd) to calculate the change through all the spectrum of each ordinal scale (VA and EDSS). RESULTS Eleven myelitis and 12 optic neuritis in 22 persons with MOGAD and 30 myelitis and 12 optic neuritis in 20 persons with NMOSD were included(15 Aquaporin-4 seropositive). In persons with MOGAD-optic neuritis the group receiving HDS had a WMW-Odd of 15.33(p ≤ 0.001), however those not receiving treatment also tended to improve (WMW-Odd=3.17, p = 0.06). NMOSD-optic neuritis treated with HDS only improve 33.3 % of the times (p=NS). Persons with MOGAD-myelitis receiving HDS significantly improved (WMW-Odd=7.33, p = 0.002). Persons with NMOSD-myelitis treated with HDS had an WMW-Odd of 2.56 (p = 0.002) and those treated with PLEX plus HDS (PLEX+), had similar WMW-Odd of 2.51 (p = 0.03). When correcting for disease severity by restricting inclusion to persons with NMOSD with EDSS≥4, both treatments showed a higher WMW-Odd, however the group receiving HDS continued to show higher WMW-Odd than the PLEX+ group(WMW-Odd= 3.75, p = 0.002 vs. WMW-Odd =3.05, p = 0.02, respectvely) CONCLUSION: Our study suggests that persons with MOGAD-optic neuritis improve without acute treatments, however they have very marked improvement when using HDS, as previously suggested. Patient with MOGAD-myelitis are also very responsive to HDS, however, as compared to MOGAD-optic neuritis, they displayed less improvement, if not treated. In the NMOSD group the use of PLEX in addition to HDS did not demonstrate any significant difference in EDSS outcomes. Contrary to previous suggestions, when adjusting for group differences (by only including EDSS ≥4), the use of HDS and PLEX+ did not show better results than the group using HDS.
Collapse
Affiliation(s)
- N Kosior
- Department of Clinical Neurological Sciences, University of Western Ontario, University Hospital 339 Windermere Road, London Ontario N6A 5A5 Canada.
| | - R L Perrier
- Discipline of Medicine, Area of Neurology, Memorial University of Newfoundland, Canada.
| | - C Casserly
- Department of Clinical Neurological Sciences, University of Western Ontario, University Hospital 339 Windermere Road, London Ontario N6A 5A5 Canada.
| | - S A Morrow
- Department of Clinical Neurological Sciences, University of Western Ontario, University Hospital 339 Windermere Road, London Ontario N6A 5A5 Canada; Department of Clinical Neurosciences, University of Calgary, Hotchkiss Brain Institute, Calgary, AB, Canada.
| | - J M Racosta
- Department of Clinical Neurological Sciences, University of Western Ontario, University Hospital 339 Windermere Road, London Ontario N6A 5A5 Canada.
| |
Collapse
|
17
|
Bray NW, Raza SZ, Avila JR, Newell CJ, Ploughman M. Robotic Rigor: Validity of the Kinarm End-Point Robot Visually Guided Reaching Test in Multiple Sclerosis. Arch Rehabil Res Clin Transl 2024; 6:100382. [PMID: 39822195 PMCID: PMC11733819 DOI: 10.1016/j.arrct.2024.100382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2025] Open
Abstract
Objective To determine whether robotic metrics: (1) correlate with the Nine-Hole Peg Test (9HPT; good convergent validity); and (2) differentiate between those self-reporting "some hand problems" versus "no hand problems" (good criterion validity). Design Cross-sectional validation analyses. Setting Rehabilitation research laboratory located within a hospital. Participants People with multiple sclerosis self-reporting "some" (n=21; mean age, 52.52±10.69 y; females, n=16; disease duration, 18.81±10.38 y) versus "no" (n=21; age, 51.24±12.73 y; females, n=14; disease duration, 17.71±10.16 y) hand problems. Main Outcome Measures We assessed hand function using the criterion standard 9HPT and robotic testing. Robotic outcomes included an overall task score, as well as 2 movement planning (ie, reaction time and initial direction angle) and 2 movement correction (ie, movement time and path length ratio) spatiotemporal values. We identified participants reporting "some" versus "no" hand problems via the Multiple Sclerosis Impact Scale-29. We analyzed our nonparametric data using a Mann-Whitney U test and Spearman rank-order correlation. Results Those reporting "some hand problems" included more right-handed individuals (P=.038); otherwise, the 2 groups were characteristically similar. Visually guided reaching task score and movement planning but not movement correction spatiotemporal values demonstrated moderate correlations with 9HPT for both the dominant (reaction time: r=0.489, P=.001; initial direction angle: r=0.429, P=.005) and nondominant (reaction time: r=0.521, P<.001; initial direction angle: r=0.321, P=.038) side. Further, reaction time, but not 9HPT or any other robotic outcome, differentiated between the 2 groups (P=.036); those reporting "no hand problems" moved faster (ie, dominant side: 0.2810 [0.2605-0.3215] vs 0.3400 [0.2735-0.3725] s). Conclusions Robotic test metrics demonstrated modest criterion and convergent validity in multiple sclerosis, with reaction time being the most compelling. When looking beyond the task score, spatiotemporal robotic measures may help discern subtle multiple sclerosis-related hand problems. Movement planning spatiotemporal values appear more meaningful than movement correction and could prove fruitful as the target for future intervention strategies.
Collapse
Affiliation(s)
- Nick W. Bray
- Recovery and Performance Laboratory, Faculty of Medicine, Memorial University of Newfoundland, St. John's, Newfoundland, Canada
| | - Syed Z. Raza
- Recovery and Performance Laboratory, Faculty of Medicine, Memorial University of Newfoundland, St. John's, Newfoundland, Canada
| | - Joselyn Romero Avila
- Recovery and Performance Laboratory, Faculty of Medicine, Memorial University of Newfoundland, St. John's, Newfoundland, Canada
- School of Biomedical Engineering, Faculty of Electronic and Electrical Engineering, National University of San Marcos, Lima, Peru
| | - Caitlin J Newell
- Recovery and Performance Laboratory, Faculty of Medicine, Memorial University of Newfoundland, St. John's, Newfoundland, Canada
| | - Michelle Ploughman
- Recovery and Performance Laboratory, Faculty of Medicine, Memorial University of Newfoundland, St. John's, Newfoundland, Canada
| |
Collapse
|
18
|
Opfer R, Schwab M, Bangoura S, Biswas M, Krüger J, Spies L, Gocke C, Gaser C, Schippling S, Kitzler HH, Ziemssen T. Patients with relapsing-remitting multiple sclerosis show accelerated whole brain volume and thalamic volume loss early in disease. Neuroradiology 2024:10.1007/s00234-024-03516-7. [PMID: 39607558 DOI: 10.1007/s00234-024-03516-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Accepted: 11/21/2024] [Indexed: 11/29/2024]
Abstract
BACKGROUND The aim of this study was to investigate the dynamics of annual whole brain volume loss (BVL/year) and annual thalamic volume loss (ThalaVL/year) in patients with relapsing-remitting multiple sclerosis (PwRRMS) during the course of the disease. METHODS A longitudinal database of magnetic resonance imaging (MRI) scans of 195 healthy individuals (age range, 22.8-63.7 years) and longitudinal MRI data of 256 PwRRMS (age range, 20.1-60.8 years) were analyzed and compared. BVL/year and ThalaVL/year were computed for healthy individuals as well as for all patients with MS using a Jacobian integration approach. A linear regression was used to compute the relationship between age and BVL/year and ThalaVL/year for healthy individuals. The linear regression was then used to decompose the BVL/year and ThalaVL/year into a multiple sclerosis (MS)-related and an age-related component for each PwRRMS. PwRRMS were dichotomized into early-phase RRMS (disease duration ≤ 6 years) and later-phase RRMS (disease duration > 6 years), and a t-test was performed to test for differences between these groups. RESULTS The 135 early-phase patients (disease duration, ≤ 6 years) had statistically significantly higher MS-related BVL/year than the later-phase patients (n = 121) (- 0.21% vs. - 0.06%, p = 0.007). For MS-related ThalaVL/year, the difference between the groups was even more pronounced (- 0.39% vs. - 0.00%, p < 0.0001). CONCLUSIONS Our results indicate that in PwRRMS, the MS-related components of BVL/year and ThalaVL/year are accelerated in early phases and slowdown in later phases of the disease. This might explain why early intervention often leads to improved outcomes in patients with MS.
Collapse
Affiliation(s)
| | - Matthias Schwab
- Hans Berger Department of Neurology, Jena University Hospital, Jena, Germany
| | | | | | | | | | - Carola Gocke
- Conradia Medical Prevention Hamburg, Hamburg, Germany
| | - Christian Gaser
- Hans Berger Department of Neurology, Jena University Hospital, Jena, Germany
| | - Sven Schippling
- Neuroimmunology and Multiple Sclerosis Research, Department of Neurology, University Hospital Zurich and University of Zurich, Zurich, Switzerland
| | - Hagen H Kitzler
- University Hospital Carl Gustav Carus, Institute of Diagnostic and Interventional Neuroradiology, Technische Universität Dresden, Dresden, Germany
| | - Tjalf Ziemssen
- University Hospital Carl Gustav Carus, Department of Neurology, Technische Universität Dresden, Dresden, Germany
| |
Collapse
|
19
|
Pontieri L, Greene N, Wandall-Holm MF, Geertsen SS, Asgari N, Jensen HB, Illes Z, Schäfer J, Jensen RM, Sejbæk T, Weglewski A, Mahler MR, Poulsen MB, Prakash S, Stilund M, Kant M, Rasmussen PV, Svendsen KB, Sellebjerg F, Magyari M. Patterns and predictors of multiple sclerosis phenotype transition. Brain Commun 2024; 6:fcae422. [PMID: 39713244 PMCID: PMC11660925 DOI: 10.1093/braincomms/fcae422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Revised: 10/23/2024] [Indexed: 12/24/2024] Open
Abstract
Currently, there are limited therapeutic options for patients with non-active secondary progressive multiple sclerosis. Therefore, real-world studies have investigated differences between patients with relapsing-remitting multiple sclerosis, non-active secondary progressive multiple sclerosis and active secondary progressive multiple sclerosis. Here, we explore patterns and predictors of transitioning between these phenotypes. We performed a cohort study using data from The Danish Multiple Sclerosis Registry. We included patients with a relapsing-remitting phenotype, registered changes to secondary progressive multiple sclerosis and subsequent transitions between relapsing and non-relapsing secondary progressive multiple sclerosis, which was defined by the presence of relapses in the previous 2 years. We analysed predictors of transitioning from relapsing-remitting multiple sclerosis to relapsing and non-relapsing secondary progressive multiple sclerosis, as well as between the secondary progressive states using a multi-state Markov model. We included 4413 patients with relapsing-remitting multiple sclerosis. Within a median follow-up of 16.2 years, 962 were diagnosed with secondary progressive multiple sclerosis by their treating physician. Of these, we classified 729 as non-relapsing and 233 as relapsing secondary progressive multiple sclerosis. The risk of transitioning from relapsing-remitting to non-relapsing secondary progressive multiple sclerosis included older age (hazard ratio per increase of 1 year in age: 1.044, 95% confidence interval: 1.035-1.053), male sex (hazard ratio for female: 0.735, 95% confidence interval: 0.619-0.874), fewer relapses (hazard ratio per each additional relapse: 0.863, 95% confidence interval: 0.823-0.906), higher expanded disability status scale (hazard ratio per each additional point: 1.522, 95% confidence interval: 1.458-1.590) and longer time on disease-modifying therapies (hazard ratio per increase of 1 year in treatment, high-efficacy disease-modifying therapy: 1.095, 95% confidence interval: 1.051-1.141; hazard ratio, moderate-efficacy disease-modifying therapy: 1.073, 95% confidence interval: 1.051-1.095). We did not find significant predictors associated with the transition from relapsing secondary progressive multiple sclerosis to non-relapsing secondary progressive multiple sclerosis, whereas older age (hazard ratio per increase of 1 year in age: 0.956, 95% confidence interval: 0.942-0.971) prevented the transition from non-relapsing secondary progressive multiple sclerosis to relapsing secondary progressive multiple sclerosis. Our study suggests that transitioning from relapsing-remitting multiple sclerosis to non-relapsing secondary progressive multiple sclerosis depends on well-known factors affecting diagnosing secondary progressive multiple sclerosis. Further transitions between non-relapsing and relapsing secondary progressive multiple sclerosis are only affected by age. These findings add to the knowledge of non-active secondary progressive multiple sclerosis, a patient group with unmet needs in terms of therapies.
Collapse
Affiliation(s)
- Luigi Pontieri
- The Danish Multiple Sclerosis Registry, Department of Neurology, Copenhagen University Hospital—Rigshospitalet Glostrup, 2600 Glostrup, Denmark
| | | | - Malthe Faurschou Wandall-Holm
- The Danish Multiple Sclerosis Registry, Department of Neurology, Copenhagen University Hospital—Rigshospitalet Glostrup, 2600 Glostrup, Denmark
| | | | - Nasrin Asgari
- Department of Neurology, Naestved, Slagelse and Ringsted Hospitals, 4200 Slagelse, Denmark
- Department of Regional Health Research, University of Southern Denmark, 5000 Odense, Denmark
- Department of Molecular Medicine, University of Southern Denmark, 5000 Odense, Denmark
| | - Henrik Boye Jensen
- Department of Regional Health Research, University of Southern Denmark, 5000 Odense, Denmark
- Department of Brain and Nerve Diseases, Lillebælt Hospital, 6000 Kolding, Denmark
| | - Zsolt Illes
- Department of Neurology, Odense University Hospital, 5000 Odense, Denmark
- Department of Clinical Research, University of Southern Denmark, 5000 Odense, Denmark
| | - Jakob Schäfer
- Department of Neurology, Aalborg University Hospital, 9100 Aalborg, Denmark
| | - Rikke Marie Jensen
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital—Rigshospitalet Glostrup, 2600 Glostrup, Denmark
| | - Tobias Sejbæk
- Department of Regional Health Research, University of Southern Denmark, 5000 Odense, Denmark
- Department of Neurology, Southwest Jutland Hospital, University Hospital of Southern Denmark, 6700 Esbjerg, Denmark
| | - Arkadiusz Weglewski
- Department of Neurology, Herlev and Gentofte Hospital, 2730 Herlev, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, 2200 Copenhagen, Denmark
| | - Mie Reith Mahler
- The Danish Multiple Sclerosis Registry, Department of Neurology, Copenhagen University Hospital—Rigshospitalet Glostrup, 2600 Glostrup, Denmark
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital—Rigshospitalet Glostrup, 2600 Glostrup, Denmark
| | - Mai Bang Poulsen
- Department of Neurology, Copenhagen University Hospital—North Zealand, 3400 Hillerød, Denmark
| | - Sivagini Prakash
- Department of Neurology, Viborg Regional Hospital, 8800 Viborg, Denmark
| | - Morten Stilund
- Department of Neurology, Physiotherapy and Occupational Therapy, Gødstrup Hospital, 7400 Herning, Denmark
- NIDO | Centre for Research and Education, Gødstrup Hospital, 7400 Herning, Denmark
| | - Matthias Kant
- Department of Neurology, Southern Jutland Hospital, University of Southern Denmark, 6200 Aabenraa, Denmark
| | | | | | - Finn Sellebjerg
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital—Rigshospitalet Glostrup, 2600 Glostrup, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, 2200 Copenhagen, Denmark
| | - Melinda Magyari
- The Danish Multiple Sclerosis Registry, Department of Neurology, Copenhagen University Hospital—Rigshospitalet Glostrup, 2600 Glostrup, Denmark
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital—Rigshospitalet Glostrup, 2600 Glostrup, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, 2200 Copenhagen, Denmark
| |
Collapse
|
20
|
Rodríguez-Jorge F, Fernández-Velasco JI, Villarrubia N, Gracia-Gil J, Fernández E, Meca-Lallana V, Díaz-Pérez C, Sainz de la Maza S, Pacheco EM, Quiroga A, Ramió-Torrentà L, Martínez-Yélamos S, Bau L, Monreal E, López-Real A, Rodero-Romero A, Borrega L, Díaz S, Eguía P, Espiño M, Chico-García JL, Barrero FJ, Martínez-Ginés ML, García-Domínguez JM, De la Fuente S, Moreno I, Sainz-Amo R, Mañé-Martínez MA, Caminero A, Castellanos-Pinedo F, Gómez López A, Labiano-Fontcuberta A, Ayuso L, Abreu R, Hernández MÁ, Meca-Lallana J, Martín-Aguilar L, Muriel García A, Masjuan J, Costa-Frossard L, Villar LM. Biomarkers of response to ocrelizumab in relapsing-remitting multiple sclerosis. Front Immunol 2024; 15:1480676. [PMID: 39606235 PMCID: PMC11600310 DOI: 10.3389/fimmu.2024.1480676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Accepted: 09/19/2024] [Indexed: 11/29/2024] Open
Abstract
Objective To ascertain the changes of serum neurofilament light chain (sNfL) and glial fibrillary acidic protein (sGFAP) values in relapsing-remitting multiple sclerosis (RRMS) patients treated with ocrelizumab and their association with treatment response. Methods Multicenter prospective study including 115 RRMS patients initiating ocrelizumab treatment between February 2020 and March 2022 followed during a year. Serum samples were collected at baseline and every 3 months to measure sNfL and sGFAP levels using single-molecule array (SIMOA) technology. Based on age and body mass index, sNfL values were standardized using z-score. NEDA (non-evidence of disease activity)-3 status was defined for patients free of disease activity after a year of follow-up. Inflammation (INFL) was considered when new relapses occurred during follow-up or new MRI lesions were found at 1-year exploration. PIRA (progression independent of relapse activity) was defined as disability progression occurring in the absence of relapses or new MRI activity. Results After a year on ocrelizumab, 85 patients (73.9%) achieved NEDA-3. Thirty patients did not achieve NEDA: 20 (17.4%) because of INFL and 10 (8.7%) because of PIRA. Of INFL patients, 6 (30.0%) had relapses, and 17 (85.0%) had at least one new MRI lesion at the 12-month examination. At baseline, INFL patients had higher sNfL (p = 0.0003) and sGFAP (p = 0.03) than the NEDA-3 group. PIRA patients mostly exhibited low sNfL and heterogeneous sGFAP levels. After a year, NEDA-3 and INFL patients showed similar decreases in sNfL (p < 0.0001) and sGFAP (p < 0.0001 for NEDA-3 and p = 0.001 for INFL ones). However, the decrease occurred earlier in NEDA-3 patients. Accordingly, sNfL > 1.5 z-score 3 months after ocrelizumab initiation indicated a higher risk of inflammation (OR = 13.6; p < 0.0001). Decrease in sGFAP values occurred later in both groups, with significant reductions observed at 12 months for INFL and 6 and 12 months for NEDA-3. No significant changes in sNfL or sGFAP were observed in PIRA patients. Conclusion Ocrelizumab induced normalization of sNfL and sGFAP in the majority of NEDA-3 and inflammatory patients but did not cause changes in the PIRA group. Our data suggest that normalization of sNfL and sGFAP is associated with the lack of inflammatory-associated disease progression but it may not affect non-inflammatory PIRA.
Collapse
Affiliation(s)
| | | | - Noelia Villarrubia
- Immunology Department, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Julia Gracia-Gil
- Neurology Department, Complejo Hospitalario Universitario de Albacete, Albacete, Spain
| | - Eva Fernández
- Neurology Department, Complejo Hospitalario Universitario de Albacete, Albacete, Spain
| | | | | | | | - Eva María Pacheco
- Neurology Department, Hospital Universitario Juan Ramon Jimenez, Huelva, Spain
| | - Ana Quiroga
- Neurology Department, Hospital Universitario de Gerona Doctor Josep Trueta, Gerona, Spain
| | - Lluis Ramió-Torrentà
- Neurology Department, Hospital Universitario de Gerona Doctor Josep Trueta, Gerona, Spain
| | | | - Laura Bau
- Neurology Department, Hospital Universitario de Bellvitge, Barcelona, Spain
| | - Enric Monreal
- Neurology Department, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Ana López-Real
- Neurology Department, Complejo Hospitalario Universitario La Coruña, La Coruña, Spain
| | | | - Laura Borrega
- Neurology Department, Hospital Universitario Fundación Alcorcón, Madrid, Spain
| | - Santiago Díaz
- Neurology Department, Hospital Universitario Gran Canaria Doctor Negrín, Gran Canaria, Spain
| | - Pablo Eguía
- Neurology Department, Hospital Universitario Gran Canaria Doctor Negrín, Gran Canaria, Spain
| | - Mercedes Espiño
- Immunology Department, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | | | | | | | | | | | - Irene Moreno
- Neurology Department, Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain
| | - Raquel Sainz-Amo
- Neurology Department, Hospital Universitario Ramón y Cajal, Madrid, Spain
- Immunology Department, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | | | - Ana Caminero
- Neurology Department, Complejo Asistencial de Ávila, Ávila, Spain
| | | | - Ana Gómez López
- Neurology Department, Hospital Universitario Doce de Octubre, Madrid, Spain
| | | | - Lucía Ayuso
- Neurology Department, Hospital Universitario Principe de Asturias, Madrid, Spain
| | - Rossana Abreu
- Neurology Department, Hospital Universitario Nuestra Señora Candelaria, Tenerife, Spain
| | | | - José Meca-Lallana
- Neurology Department, Hospital Clínico Universitario Virgen de la Arrixaca, Murcia, Spain
| | | | | | - Jaime Masjuan
- Neurology Department, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | | | - Luisa María Villar
- Immunology Department, Hospital Universitario Ramón y Cajal, Madrid, Spain
| |
Collapse
|
21
|
Scalfari A, Traboulsee A, Oh J, Airas L, Bittner S, Calabrese M, Garcia Dominguez JM, Granziera C, Greenberg B, Hellwig K, Illes Z, Lycke J, Popescu V, Bagnato F, Giovannoni G. Smouldering-Associated Worsening in Multiple Sclerosis: An International Consensus Statement on Definition, Biology, Clinical Implications, and Future Directions. Ann Neurol 2024; 96:826-845. [PMID: 39051525 DOI: 10.1002/ana.27034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 07/03/2024] [Accepted: 07/05/2024] [Indexed: 07/27/2024]
Abstract
Despite therapeutic suppression of relapses, multiple sclerosis (MS) patients often experience subtle deterioration, which extends beyond the definition of "progression independent of relapsing activity." We propose the concept of smouldering-associated-worsening (SAW), encompassing physical and cognitive symptoms, resulting from smouldering pathological processes, which remain unmet therapeutic targets. We provide a consensus-based framework of possible pathological substrates and manifestations of smouldering MS, and we discuss clinical, radiological, and serum/cerebrospinal fluid biomarkers for potentially monitoring SAW. Finally, we share considerations for optimizing disease surveillance and implications for clinical trials to promote the integration of smouldering MS into routine practice and future research efforts. ANN NEUROL 2024;96:826-845.
Collapse
Affiliation(s)
- Antonio Scalfari
- Center of Neuroscience, Department of Medicine, Charing Cross Hospital, Imperial College, London, UK
| | | | - Jiwon Oh
- Division of Neurology, Department of Medicine, St Michael's Hospital, University of Toronto, Toronto, Canada
| | - Laura Airas
- University of Turku and Turku University Hospital, Turku, Finland
| | - Stefan Bittner
- Department of Neurology, Focus Program Translational Neuroscience (FTN) and Immunotherapy (FZI), Rhine Main Neuroscience Network (Rmn2), University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | | | | | - Cristina Granziera
- Translational Imaging in Neurology (THiNK) Basel, Department of Biomedical Engineering, Faculty of Medicine, University of Basel, Basel, Switzerland
- Department of Neurology and MS Center, University Hospital Basel Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), Basel, Switzerland
| | | | | | - Zsolt Illes
- Department of Neurology, Odense University Hospital, University of Southern Denmark, Odense, Denmark
| | - Jan Lycke
- Department of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Veronica Popescu
- University MS Centre Pelt-Hasselt, Noorderhart Hospital, Belgium Hasselt University, Pelt, Belgium
| | - Francesca Bagnato
- Neuroimaging Unit, Neuroimmunology Division, Department of Neurology, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Neurology, VA Hospital, TN Valley Healthcare System, Nashville, TN, USA
| | - Gavin Giovannoni
- Blizard Institute, Faculty of Medicine and Dentistry, Queen Mary University of London, London, UK
| |
Collapse
|
22
|
Quintanilla-Bordás C, Cubas-Núñez L, Castillo-Villalba J, Carratalá-Boscá S, Gasque-Rubio R, Tortosa-Carreres J, Alcalá C, Forés-Toribio L, Lucas C, Gorriz D, Pérez-Miralles F, Casanova B. Clinical trajectories of patients with multiple sclerosis from onset and their relationship with serum neurofilament light chain levels. Front Neurol 2024; 15:1477335. [PMID: 39539651 PMCID: PMC11559265 DOI: 10.3389/fneur.2024.1477335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Accepted: 10/07/2024] [Indexed: 11/16/2024] Open
Abstract
Background Serum neurofilament light chain (sNfL) is a biomarker of neuroaxonal destruction that correlates with acute inflammation (AI) in multiple sclerosis (MS). However, in the treatment era, progression without AI is the main driver of long-term disability. sNfL may provide added value in detecting ongoing axonal damage and neurological worsening in patients without AI. We conducted a prospective three-year study on patients with a first MS relapse to evaluate the basal cut-off value predicting early increased disability unrelated to relapses. Methods sNfL levels and AI presence were measured every 6 months during the first year and the Expanded Disability Status Scale (EDSS) was monitored until the third year. Baseline cohorts were stratified by sNfL levels, using a cut-off derived from patients without AI (absence of clinical relapses, new/enlarging T2 lesions, or gadolinium enhancement in magnetic resonance imaging) at year one. Results Fifty-one patients were included. A sNfL cut-off of 11 pg/mL predicted sustained neurological worsening independent of AI. Patients exceeding this threshold exhibited features of highly active MS (higher proportion of AI, oligoclonal M bands and higher EDSS). Despite AI ablation, sNfL levels persisted elevated and were significantly associated with increased EDSS at baseline and year 3. Patients with low sNfL and concurrent AI (n = 8) experienced relapses in the optic nerve, brainstem, and spinal cord topographies. Conclusion sNfL elevation may detect patients with increased disability even when AI is controlled. This may reveal mechanisms associated with early axonal degeneration and help identify patients at higher risk of progression.
Collapse
Affiliation(s)
| | - Laura Cubas-Núñez
- Neuroimmunology Research Group, Health Research Institute La Fe, Valencia, Spain
| | | | - Sara Carratalá-Boscá
- Neuroimmunology Research Group, Health Research Institute La Fe, Valencia, Spain
| | - Raquel Gasque-Rubio
- Neuroimmunology Research Group, Health Research Institute La Fe, Valencia, Spain
| | | | - Carmen Alcalá
- Neuroimmunology Research Group, Health Research Institute La Fe, Valencia, Spain
| | - Lorena Forés-Toribio
- Neuroimmunology Research Group, Health Research Institute La Fe, Valencia, Spain
| | - Celia Lucas
- Systems and Applications Engineer Department, University and Polytechnic Hospital La Fe, Valencia, Spain
| | - David Gorriz
- Neuroimmunology Research Group, Health Research Institute La Fe, Valencia, Spain
| | | | - Bonaventura Casanova
- Neuroimmunology Research Group, Health Research Institute La Fe, Valencia, Spain
| |
Collapse
|
23
|
Rodriguez-Mogeda C, van Gool MM, van der Mast R, Nijland R, Keasberry Z, van de Bovekamp L, van Delft MA, Picon C, Reynolds R, Killestein J, Teunissen CE, de Vries HE, van Egmond M, Witte ME. Intrathecal IgG and IgM synthesis correlates with neurodegeneration markers and corresponds to meningeal B cell presence in MS. Sci Rep 2024; 14:25540. [PMID: 39462090 PMCID: PMC11513002 DOI: 10.1038/s41598-024-76969-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Accepted: 10/18/2024] [Indexed: 10/28/2024] Open
Abstract
Intrathecal synthesis of immunoglobulins (Igs) is a key hallmark of multiple sclerosis (MS). B cells are known to accumulate in the leptomeninges of MS patients and associate with pathology in the underlying cortex and a more severe disease course. However, the role of locally produced antibodies in MS brain pathology is poorly understood. Here, we quantified the protein levels of IgA, IgM, IgG and albumin in serum and cerebrospinal fluid (CSF) samples of 80 MS patients and 28 neurological controls to calculate Ig indices. In addition, we quantified presence of meningeal IgA+, IgM+ and IgG+ B cells in post-mortem brain tissue of 20 MS patients and 6 controls using immunostainings. IgM and IgG, but not IgA, indices were increased in CSF of MS patients compared to controls, with no observed differences between MS disease types. Both IgM and IgG indices correlated significantly with neurofilament light (NfL) levels in CSF, but not with clinical or radiological parameters of disease. Similarly, IgG+ and IgM+ B cells were increased in MS meninges compared to controls, whereas IgA+ B cells were not. Neuronal loss did not differ between sections with low or high IgA+, IgM+ and IgG+ B cells, but was increased in sections with high numbers of all CD19+ meningeal B cells. Similarly, high presence of CD19+ meningeal B cells and IgG+ meningeal B cells associated with increased microglial density in the underlying cortex. Taken together, intrathecal synthesis of IgG and IgM is elevated in MS, which corresponds to an increased number of IgG+ and IgM+ B cells in MS meninges. The significant correlation between intrathecal IgG and IgM production and NfL levels, and increased microglial activation in cortical areas adjacent to meningeal infiltrates with high levels of IgG+ B cells indicate a role for intrathecal IgM- and IgG-producing B cells in neuroinflammatory and degenerative processes in MS.
Collapse
Affiliation(s)
- Carla Rodriguez-Mogeda
- Department of Molecular Cell Biology and Immunology, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands.
- Amsterdam Neuroscience, Amsterdam UMC, Amsterdam, The Netherlands.
- MS Center Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands.
| | - Melissa Mj van Gool
- Department of Molecular Cell Biology and Immunology, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
- Amsterdam institute for Infection and Immunity, Amsterdam UMC, Amsterdam, The Netherlands
| | - Richard van der Mast
- Department of Molecular Cell Biology and Immunology, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
- Amsterdam institute for Infection and Immunity, Amsterdam UMC, Amsterdam, The Netherlands
| | - Rutger Nijland
- Department of Molecular Cell Biology and Immunology, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
| | - Zoë Keasberry
- Department of Molecular Cell Biology and Immunology, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
| | - Lisanne van de Bovekamp
- Department of Molecular Cell Biology and Immunology, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
- Amsterdam Neuroscience, Amsterdam UMC, Amsterdam, The Netherlands
- MS Center Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
| | - Myrthe Am van Delft
- Department of Molecular Cell Biology and Immunology, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
- Amsterdam institute for Infection and Immunity, Amsterdam UMC, Amsterdam, The Netherlands
| | - Carmen Picon
- Division of Neuroscience, Department of Brain Sciences, Imperial College London, Hammersmith Hospital Campus, Burlington Danes Building, Du Cane Road, London, W12 0NN, UK
| | - Richard Reynolds
- Division of Neuroscience, Department of Brain Sciences, Imperial College London, Hammersmith Hospital Campus, Burlington Danes Building, Du Cane Road, London, W12 0NN, UK
| | - Joep Killestein
- Amsterdam Neuroscience, Amsterdam UMC, Amsterdam, The Netherlands
- MS Center Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
- Department of Neurology, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
| | - Charlotte E Teunissen
- Amsterdam Neuroscience, Amsterdam UMC, Amsterdam, The Netherlands
- MS Center Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
- Neurochemistry Lab, Department of Laboratory Medicine Chemistry, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
| | - Helga E de Vries
- Department of Molecular Cell Biology and Immunology, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
- Amsterdam Neuroscience, Amsterdam UMC, Amsterdam, The Netherlands
- MS Center Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
| | - Marjolein van Egmond
- Department of Molecular Cell Biology and Immunology, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
- Amsterdam institute for Infection and Immunity, Amsterdam UMC, Amsterdam, The Netherlands
- Department of Surgery, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
| | - Maarten E Witte
- Department of Molecular Cell Biology and Immunology, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
- Amsterdam Neuroscience, Amsterdam UMC, Amsterdam, The Netherlands
- MS Center Amsterdam, Amsterdam UMC Location VUmc, Amsterdam, The Netherlands
- Amsterdam institute for Infection and Immunity, Amsterdam UMC, Amsterdam, The Netherlands
| |
Collapse
|
24
|
Alzamanan F, Ding Y, Harroud A. Obesity and Multiple Sclerosis Severity: A Mendelian Randomization Study. Ann Neurol 2024. [PMID: 39431322 DOI: 10.1002/ana.27112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 08/16/2024] [Accepted: 10/02/2024] [Indexed: 10/22/2024]
Abstract
Obesity is implicated in the development of multiple sclerosis (MS), but its effect on disability is less well-established. This study examined the effects of various obesity measures on MS severity in 12,584 MS cases, using Mendelian randomization to mitigate confounding. Results showed a significant association between higher genetically-determined body mass index (N = 806,834) and increased MS severity (P = 0.02). This finding was supported by additional measures of general obesity but not adiposity distribution. The convergence of this genetic evidence with prior observational studies strengthens the association between obesity and adverse long-term disability in MS, suggesting weight management as a potential therapeutic strategy. ANN NEUROL 2024.
Collapse
Affiliation(s)
- Fatema Alzamanan
- The Neuro (Montreal Neurological Institute-Hospital), Montréal, Quebec, Canada
- Department of Neurology and Neurosurgery, McGill University, Montréal, Quebec, Canada
| | - Yuan Ding
- The Neuro (Montreal Neurological Institute-Hospital), Montréal, Quebec, Canada
- Department of Human Genetics, McGill University, Montréal, Quebec, Canada
| | - Adil Harroud
- The Neuro (Montreal Neurological Institute-Hospital), Montréal, Quebec, Canada
- Department of Neurology and Neurosurgery, McGill University, Montréal, Quebec, Canada
- Department of Human Genetics, McGill University, Montréal, Quebec, Canada
| |
Collapse
|
25
|
Maktabi B, Collins A, Safee R, Bouyer J, Wisner AS, Williams FE, Schiefer IT. Zebrafish as a Model for Multiple Sclerosis. Biomedicines 2024; 12:2354. [PMID: 39457666 PMCID: PMC11504653 DOI: 10.3390/biomedicines12102354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Revised: 10/05/2024] [Accepted: 10/08/2024] [Indexed: 10/28/2024] Open
Abstract
Background: Zebrafish have become a key model organism in neuroscience research because of their unique advantages. Their genetic, anatomical, and physiological similarities to humans, coupled with their rapid development and transparent embryos, make them an excellent tool for investigating various aspects of neurobiology. They have specifically emerged as a valuable and versatile model organism in biomedical research, including the study of neurological disorders such as multiple sclerosis. Multiple sclerosis is a chronic autoimmune disease known to cause damage to the myelin sheath that protects the nerves in the brain and spinal cord. Objective: This review emphasizes the importance of continued research in both in vitro and in vivo models to advance our understanding of MS and develop effective treatments, ultimately improving the quality of life for those affected by this debilitating disease. Conclusions: Recent studies show the significance of zebrafish as a model organism for investigating demyelination and remyelination processes, providing new insights into MS pathology and potential therapies.
Collapse
Affiliation(s)
- Briana Maktabi
- Department of Pharmacology and Experimental Therapeutics, University of Toledo, Toledo, OH 43614, USA
| | - Abigail Collins
- Center for Drug Design and Development 3, University of Toledo, Toledo, OH 43614, USA
| | - Raihaanah Safee
- Department of Pharmacy Practice, University of Toledo, Toledo, OH 43614, USA
| | - Jada Bouyer
- Department of Pharmacology and Experimental Therapeutics, University of Toledo, Toledo, OH 43614, USA
| | - Alexander S. Wisner
- Center for Drug Design and Development 3, University of Toledo, Toledo, OH 43614, USA
| | - Frederick E. Williams
- Department of Pharmacology and Experimental Therapeutics, University of Toledo, Toledo, OH 43614, USA
| | - Isaac T. Schiefer
- Department of Pharmacy Practice, University of Toledo, Toledo, OH 43614, USA
- Department of Medicinal and Biological Chemistry, University of Toledo, Toledo, OH 43614, USA
| |
Collapse
|
26
|
Montobbio N, Cordioli C, Signori A, Bovis F, Capra R, Sormani MP. Relapse-Associated and Relapse-Independent Contribution to Overall Expanded Disability Status Scale Progression in Multiple Sclerosis Patients Diagnosed in Different Eras. Ann Neurol 2024. [PMID: 39381962 DOI: 10.1002/ana.27093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Revised: 09/05/2024] [Accepted: 09/12/2024] [Indexed: 10/10/2024]
Abstract
OBJECTIVE The introduction of disease-modifying therapies for multiple sclerosis (MS) has led to a deceleration of disease course over the years. Although decreased relapse rate constitutes a factor, the role of relapse-associated worsening (RAW) and progression independent of relapse activity (PIRA) in MS course deceleration is still unclear. METHODS We retrospectively examined long-term Expanded Disability Status Scale (EDSS) progression in patients referred to the MS Center of Montichiari (Italy) and diagnosed with relapsing-remitting MS from 1980 to 2022. To isolate PIRA, we deducted all EDSS changes associated with relapses from overall EDSS change. We compared the relative contribution of PIRA and RAW to EDSS progression in patients diagnosed in different periods using mixed-effects models. RESULTS A total of 1,405 patients were included in the study, of whom 231 were diagnosed in 1980-1996 (pre-treatment era), 577 in 1997-2008 (injectable disease-modifying therapy era), and 597 after 2008 (oral drugs, monoclonal antibodies, and anti-CD20 era). Across ages, both PIRA and RAW were reduced in patients diagnosed in more recent periods as compared with earlier periods. The average contribution of PIRA to overall EDSS progression was already predominant in patients diagnosed in 1980-1996 (78%) and in 1997-2008 (76%), but it was significantly increased (p = 0.0009) in patients diagnosed in later years (87%). INTERPRETATION The deceleration of MS course observed throughout the years is determined not only by fewer RAW events, but also by a reduction in PIRA. However, the shift toward a mostly relapse-independent progression highlights the importance of evaluating new therapies based on their effect on PIRA. ANN NEUROL 2024.
Collapse
Affiliation(s)
- Noemi Montobbio
- Department of Health Sciences, University of Genoa, Genoa, Italy
| | - Cinzia Cordioli
- ASST Spedali Civili di Brescia, Multiple Sclerosis Center, Montichiari, Italy
| | - Alessio Signori
- Department of Health Sciences, University of Genoa, Genoa, Italy
| | - Francesca Bovis
- Department of Health Sciences, University of Genoa, Genoa, Italy
| | | | - Maria Pia Sormani
- Department of Health Sciences, University of Genoa, Genoa, Italy
- Ospedale Policlinico San Martino IRCCS, Genoa, Italy
| |
Collapse
|
27
|
van Pesch V, Hanganu AR, Sankari SE. Long-term follow up of alemtuzumab-treated patients: a retrospective study in a Belgian tertiary care center. Acta Neurol Belg 2024; 124:1543-1554. [PMID: 38619747 DOI: 10.1007/s13760-024-02542-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 03/23/2024] [Indexed: 04/16/2024]
Abstract
BACKGROUND Pivotal studies have reported a significant proportion of patients achieving no evidence of disease activity (NEDA) after 2 cycles of treatment with alemtuzumab (ATZ), that can be maintained for several years. Long-term real-world evidence regarding ATZ as well as subsequent treatment trajectories is still scarce. OBJECTIVE To analyze the effectiveness and safety of ATZ-treated patients in a tertiary care Belgian center. METHODS A retrospective cohort study including 32 patients treated with ATZ between 2015 and 2021 was performed. RESULTS 32 patients received 2 ATZ courses with a mean follow-up (FU) duration of 5.6 years (range: 2.25-8.2). 21.75% patients were treatment naïve. 40.5% were previously treated with natalizumab or fingolimod. NEDA-3 was achieved in 61.3-85% of patients, with failure mostly attributed to recurrence of radiological disease activity. During FU, annualized relapse rates remained very low (0.06-0.14), disability improvement occurred in up to 40.5%, whereas disability worsening occurred in up to 13.5%. Retreatment risk was associated with younger age (< 45 years old, Odds Ratio 8.0, p = 0.02) and a higher number of previous DMTs (Hazard ratio 2.7, 95%CI 1.3-7.4, p = 0.02). Safety in our cohort was consistent with the known profile of ATZ. At the end of FU, 65.6% patients remained untreated after 2 or 3 courses of ATZ, while the remaining switched to anti-CD20 therapy or cladribine. CONCLUSION ATZ is a high efficacy therapy for active MS, providing long-term remission in a significant proportion of patients. Retreatment was more frequent in younger patients or patients having failed a higher number of previous DMTs.
Collapse
Affiliation(s)
- Vincent van Pesch
- Department of Neurology, Cliniques Universitaires Saint-Luc (Neurology), UCLouvain, Brussels, Belgium.
| | - Andreea-Raluca Hanganu
- Carol Davila University of Medicine and Pharmacy, Bucharest, Romania
- Neurology Department, Fundeni Clinical Institute, Bucharest, Romania
| | - Souraya El Sankari
- Department of Neurology, Cliniques Universitaires Saint-Luc (Neurology), UCLouvain, Brussels, Belgium
| |
Collapse
|
28
|
Hu Y, Frisell T, Alping P, Song H, Pawitan Y, Fang F, Piehl F. Hospital-Treated Infections and Risk of Disability Worsening in Multiple Sclerosis. Ann Neurol 2024; 96:694-703. [PMID: 38984615 DOI: 10.1002/ana.27026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 06/08/2024] [Accepted: 06/13/2024] [Indexed: 07/11/2024]
Abstract
OBJECTIVE To investigate the association between infections and disability worsening in people with multiple sclerosis (MS) treated with either B-cell depleting therapy (rituximab) or interferon-beta/glatiramer acetate (IFN/GA). METHODS This cohort study spanned from 2000 to 2021, using data from the Swedish MS Registry linked to national health care registries, comprising 8,759 rituximab and 7,561 IFN/GA treatment episodes. The risk of hospital-treated infection was estimated using multivariable Cox models. The association between infections and increase in Expanded Disability Status Scale (EDSS) scores was assessed using a doubly robust generalized estimating equations model. Additionally, a piece-wise exponential model analyzed events of increased disability beyond defined cut-off values, controlling for relapses, and MRI activity. RESULTS Compared with IFN/GA, rituximab displayed increased risk of both inpatient- and outpatient-treated infections (hazard ratio [HR], 2.08; 95% confidence interval [CI], 1.50-2.90 and HR, 1.37; 95% CI, 1.13-1.67, respectively). An inpatient-treated infection was associated with a 0.19-unit increase in EDSS (95% CI, 0.12-0.26). Degree of worsening was greatest for progressive MS, and under IFN/GA treatment, which unlike rituximab, was more commonly associated with MRI activity. After controlling for relapses and MRI activity, inpatient-treated infections were associated with disability worsening in people with relapsing-remitting MS treated with IFN/GA (HR, 2.01; 95% CI, 1.59-2.53), but not in those treated with rituximab. INTERPRETATION Compared to IFN/GA, rituximab doubled the infection risk, but reduced the risk of subsequent disability worsening. Further, the risk of worsening after hospital-treated infection was greater with progressive MS than with relapsing-remitting MS. Infection risk should be considered to improve long term outcomes. ANN NEUROL 2024;96:694-703.
Collapse
Affiliation(s)
- Yihan Hu
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Thomas Frisell
- Clinical Epidemiology Division, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| | - Peter Alping
- Clinical Epidemiology Division, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| | - Huan Song
- Med-X Center for Informatics, Sichuan University, Chengdu, China
- West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, China
| | - Yudi Pawitan
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Fang Fang
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Fredrik Piehl
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Neurology, Karolinska University Hospital, Stockholm, Sweden
- Center for Neurology, Academic Specialist Center, Stockholm, Sweden
| |
Collapse
|
29
|
Fuchs TA, Schoonheim MM, Zivadinov R, Dwyer MG, Colato E, Weinstock Z, Weinstock-Guttman B, Strijbis EM, Benedict RH. Cognitive progression independent of relapse in multiple sclerosis. Mult Scler 2024; 30:1468-1478. [PMID: 39193699 DOI: 10.1177/13524585241256540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/29/2024]
Abstract
BACKGROUND Substantial physical-disability worsening in relapsing-remitting multiple sclerosis (RRMS) occurs outside of clinically recorded relapse. This phenomenon, termed progression independent of relapse activity (PIRA), is yet to be established for cognitive decline. METHODS Retrospective analysis of RRMS patients. Cognitive decline was defined using reliable-change-index cut-offs for each test (Symbol Digit Modalities Test, Brief Visuospatial Memory Test-Revised, California Verbal Learning Test-II). Decline was classified as PIRA if the following conditions were met: no relapse observed between assessments nor within 9 months of cognitive decline. RESULTS The study sample (n = 336) was 80.7% female with a mean (standard deviation (SD)) age, disease duration, and observation period of 43.1 (9.5), 10.8 (8.4), and 8.1 (3.1) years, respectively. A total of 169 (50.3%) subjects were cognitively impaired at baseline relative to age-, sex-, and education-matched HCs. Within subjects who experienced cognitive decline (n = 167), 89% experienced cognitive PIRA. A total of 141 (68.1%) cognitive decline events were observed independent of EDSS worsening. Cognitive PIRA was more likely to be observed with increased assessments (p < 0.001) and lower assessment density (p < 0.001), accounting for baseline clinical factors. CONCLUSION These results establish the concept of cognitive PIRA and further our understanding of progressive cognitive decline in RRMS.
Collapse
Affiliation(s)
- Tom A Fuchs
- MS Center Amsterdam, Department of Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, location VUmc, Amsterdam, The Netherlands
- Jacobs Multiple Sclerosis Center for Treatment and Research, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Menno M Schoonheim
- MS Center Amsterdam, Department of Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, location VUmc, Amsterdam, The Netherlands
| | - Robert Zivadinov
- Jacobs Multiple Sclerosis Center for Treatment and Research, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
- Center for Biomedical Imaging at Clinical Translational Research Center, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Michael G Dwyer
- Jacobs Multiple Sclerosis Center for Treatment and Research, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Elisa Colato
- MS Center Amsterdam, Department of Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, location VUmc, Amsterdam, The Netherlands
| | - Zachary Weinstock
- Jacobs Multiple Sclerosis Center for Treatment and Research, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Bianca Weinstock-Guttman
- Jacobs Multiple Sclerosis Center for Treatment and Research, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| | - Eva Mm Strijbis
- MS Center Amsterdam, Department of Neurology, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, location VUmc, The Netherlands
| | - Ralph Hb Benedict
- Jacobs Multiple Sclerosis Center for Treatment and Research, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, State University of New York, Buffalo, NY, USA
| |
Collapse
|
30
|
Simone M, Lucisano G, Guerra T, Paolicelli D, Rocca MA, Brescia Morra V, Patti F, Annovazzi P, Gasperini C, De Luca G, Ferraro D, Margari L, Granella F, Pozzilli C, Romano S, Perini P, Bergamaschi R, Coniglio MG, Lus G, Vianello M, Lugaresi A, Portaccio E, Filippi M, Amato MP, Iaffaldano P. Disability trajectories by progression independent of relapse activity status differ in pediatric, adult and late-onset multiple sclerosis. J Neurol 2024; 271:6782-6790. [PMID: 39179712 PMCID: PMC11447039 DOI: 10.1007/s00415-024-12638-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Revised: 08/10/2024] [Accepted: 08/13/2024] [Indexed: 08/26/2024]
Abstract
BACKGROUND To compare Expanded Disability Status Scale (EDSS) trajectories over time between Multiple Sclerosis (MS) groups with pediatric (POMS), adult (AOMS) and late (LOMS) onset, and between patients with and without progression independent of relapse activity (PIRA). METHODS Patients with a first visit within 1 year from onset, ≥ 5-year follow-up and ≥ 1 visit every 6 months were selected from the Italian MS Register. Adjusted disability trajectories were assessed by longitudinal models for repeated measures. Comparisons between groups and between patients with and without PIRA in subgroups were performed by evaluating the yearly differences of mean EDSS score changes versus baseline (delta-EDSS). A first CDA event was defined as a 6-months confirmed disability increase from study baseline, measured by EDSS (increase ≥ 1.5 points with baseline EDSS = 0; ≥ 1.0 with baseline EDSS score ≤ 5.0 and ≥ 0.5 point with baseline EDSS > 5.5). PIRA was defined as a CDA event occurring more than 90 days after and more than 30 days before the onset of a relapse. RESULTS 3777 MS patients (268 POMS, 3282 AOMS, 227 LOMS) were included. The slope of disability trajectories significantly diverged in AOMS vs POMS starting from the second year of follow-up (Year 2: delta2-EDSS 0.18 (0.05; 0.31), p = 0.0054) and then mean delta2-EDSS gradually increased up to 0.23 (0.07; 0.39, p = 0.004) at year 5. Patients with PIRA had significant (p < 0.0001) steeper increase in EDSS scores than those without PIRA in all groups, although in POMS, the disability trajectories began to diverge later and at a lesser extent with delta-EDSS score of 0.48 vs 0.83 in AOMS and 1.57 in LOMS, at 3 years after the first PIRA. CONCLUSIONS Age is relevant in determining disability progression in MS. POMS shows a less steep increase in EDSS scores over time than older patients. The effect of PIRA in accelerating EDSS progression is less pronounced in POMS than in AOMS and LOMS.
Collapse
Affiliation(s)
- Marta Simone
- Child Neuropsychiatry Unit, Department of Precision and Regenerative Medicine, Jonic Area University of Bari "Aldo Moro", Bari, Italy
| | - Giuseppe Lucisano
- CORESEARCH, Pescara, Italy
- Department of Translational Biomedicine and Neurosciences-DiBraiN, University "Aldo Moro" Bari, Piazza Giulio Cesare 11, 70124, Bari, Italy
| | - Tommaso Guerra
- Department of Translational Biomedicine and Neurosciences-DiBraiN, University "Aldo Moro" Bari, Piazza Giulio Cesare 11, 70124, Bari, Italy
| | - Damiano Paolicelli
- Department of Translational Biomedicine and Neurosciences-DiBraiN, University "Aldo Moro" Bari, Piazza Giulio Cesare 11, 70124, Bari, Italy
| | - Maria A Rocca
- Dipartimento di Neurologia, Neurofisiologia e Neuroriabilitazione, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - Vincenzo Brescia Morra
- Department of Neuroscience (NSRO), Multiple Sclerosis Clinical Care and Research Center, Federico II University, Naples, Italy
| | - Francesco Patti
- Dipartimento di Scienze Mediche e Chirurgiche e Tecnologie Avanzate, GF Ingrassia, Sez. Neuroscienze, Centro Sclerosi Multipla, Università di Catania, Catania, Italy
| | - Pietro Annovazzi
- Neuroimmunology Unit - Multiple Sclerosis Centre ASST Valle Olona, Gallarate Hospital, Gallarate, Italy
| | - Claudio Gasperini
- Department of Neurosciences, S.Camillo Forlanini Hospital, Rome, Italy
| | - Giovanna De Luca
- Centro Sclerosi Multipla, Clinica Neurologica, Policlinico SS. Annunziata, Chieti, Italy
| | - Diana Ferraro
- Azienda Ospedaliera Universitaria di Modena/OCB, UO Neurologia, Milano, Italy
| | - Lucia Margari
- Child Neuropsychiatry Unit, Department of Precision and Regenerative Medicine, Jonic Area University of Bari "Aldo Moro", Bari, Italy
| | - Franco Granella
- Unit of Neurosciences, Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Carlo Pozzilli
- Department of Human Neuroscience, Multiple Sclerosis Center, S. Andrea Hospital, Rome, Italy
| | - Silvia Romano
- Department of Neurosciences, Mental Health and Sensory Organs, Centre for Experimental Neurological Therapies (CENTERS), Sapienza University of Rome, Rome, Italy
| | - Paola Perini
- Department of Neurosciences, Multiple Sclerosis Centre-Veneto Region (CeSMuV), University Hospital of Padua, Padua, Italy
| | | | | | - Giacomo Lus
- Multiple Sclerosis Center, II Division of Neurology, Department of Clinical and Experimental Medicine, Second University of Naples, Naples, Italy
| | | | - Alessandra Lugaresi
- IRCCS Istituto Scienze Neurologiche di Bologna, Bologna, Italy
- Dipartimento di Scienze Biomediche e Neuromotorie, Università di Bologna, Bologna, Italy
| | | | - Massimo Filippi
- Dipartimento di Neurologia, Neurofisiologia e Neuroriabilitazione, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - Maria Pia Amato
- Department NEUROFARBA, University of Florence, Florence, Italy
- IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Pietro Iaffaldano
- Department of Translational Biomedicine and Neurosciences-DiBraiN, University "Aldo Moro" Bari, Piazza Giulio Cesare 11, 70124, Bari, Italy.
| |
Collapse
|
31
|
Ziccardi S, Guandalini M, Fuchs TA, Calabrese M, Benedict RH. The time to include cognition in the multiple sclerosis concept of progression independent from relapse activity is now. Mult Scler 2024; 30:1402-1404. [PMID: 39193704 DOI: 10.1177/13524585241264476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/29/2024]
Abstract
Progression independent of relapse activity (PIRA) has been recently proposed in multiple sclerosis (MS) as a model identifying a continuous silent progression of disability without the manifestation of new clinical and magnetic resonance imaging (MRI) events that contribute to MS worsening. Despite evidence suggesting that clinical MS manifestations often affect cognitive functioning and the importance of neuropsychological monitoring over time, attention to silent cognitive progression is lacking, and the PIRA concept does not include a measure of cognitive function. In this personal viewpoint, we highlight the need to include cognition in the PIRA model to have a more comprehensive understanding of clinical progression in patients with MS.
Collapse
Affiliation(s)
- Stefano Ziccardi
- Neurology Section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Maddalena Guandalini
- Neurology Section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Tom A Fuchs
- MS Center Amsterdam, Department of Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, Location VUmc, Amsterdam, The Netherlands
- Buffalo Neuroimaging Analysis Center, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Massimiliano Calabrese
- Neurology Section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Ralph Hb Benedict
- Departments of Neurology and Psychiatry, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
| |
Collapse
|
32
|
Tur C, Portaccio E. Progression independent of relapse activity in multiple sclerosis: Time to account for cognitive decline. Mult Scler 2024; 30:1389-1391. [PMID: 39193697 DOI: 10.1177/13524585241273037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/29/2024]
Affiliation(s)
- Carmen Tur
- Multiple Sclerosis Centre of Catalonia (Cemcat), Neurology Department, Vall d'Hebron University Hospital, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Emilio Portaccio
- Department of NEUROFARBA, University of Florence, Florence, Italy
| |
Collapse
|
33
|
Stefan B, Eleni K, Philip VH, Arnfin B, Jelena S, Aksel S, Ntd Study Group, Refik P. Accuracy of MSBase criteria to diagnose secondary progressive multiple sclerosis in large German real-world patient cohort. Mult Scler Relat Disord 2024; 90:105844. [PMID: 39197353 DOI: 10.1016/j.msard.2024.105844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 08/03/2024] [Accepted: 08/22/2024] [Indexed: 09/01/2024]
Abstract
BACKGROUND AND OBJECTIVES Accurate diagnosis of secondary progression in multiple sclerosis (MS) remains a challenge since standardized criteria are missing. In 2016, the MSBase registry presented an algorithm that enabled the diagnosis of secondary progressive multiple sclerosis (SPMS) more than three years earlier compared to diagnosis by neurologists. This work aimed to test whether this approach is equally effective in a real-world cohort of MS patients. METHODS This longitudinal retrospective study analyzed clinical data of outpatients with MS recorded until October 2020 in the NeuroTransData registry, a Germany-wide network of 153 certified neurologists. Patient data had been captured in time during clinical visits employing a defined standardized clinical data set in the webbased NeuroTransData patient management platform DESTINY®. The time between the diagnosis of relapsing-remitting multiple sclerosis (RRMS) to SPMS onset was compared with one determined using MSBase criteria (MSBC). Group 1 consisted of patients diagnosed with SPMS during the observation period, whereas group 2 included RRMS patients who did not convert to SPMS during the observation period. RESULTS Of 21,281 patients with MS included in our registry, 194 and 9506 patients were allocated to groups 1 and 2, respectively. 10.3% of patients with RRMS were diagnosed with SPMS simultaneously, whereas 60.8% were diagnosed with SPMS at least 3 months earlier by treating neurologists compared to the MSBC. In group 1, the MSBC showed a low sensitivity of 32.0% and an accuracy of 61.4% but a high specificity of 89.6%. In group 2, the MSBC identified 7.8% of patients with SPMS at some point during the observation time. Moreover, test-retest variability remains a challenge since 29.4% of patients diagnosed with SPMS by treating physicians did not fulfil the MSBC at a later point in time. DISCUSSION These results are inconsistent with earlier SPMS diagnosis using the MSBC compared to clinical diagnosis by treating physicians. Therefore, there remains a need for an operational, structured, and validated approach to SPMS diagnosis.
Collapse
Affiliation(s)
- Braune Stefan
- NeuroTransData, 86633 Neuburg an der Donau, Germany.
| | | | | | | | - Skuljec Jelena
- NeuroTransData, 86633 Neuburg an der Donau, Germany
- Department of Neurology, University Medicine Essen, Essen, Germany; Centre for Translational Neuro- and Behavioral Sciences, University Medicine Essen, Essen, Germany
| | - Siva Aksel
- Department of Neurology, Clinical Neuroimmunology Unit & MS Clinic, Istanbul University Cerrahpaşa School of Medicine, Istanbul, Turkey
| | | | - Pul Refik
- NeuroTransData, 86633 Neuburg an der Donau, Germany
- Department of Neurology, University Medicine Essen, Essen, Germany; Centre for Translational Neuro- and Behavioral Sciences, University Medicine Essen, Essen, Germany
| |
Collapse
|
34
|
Piehl F, Alping P, Virtanen S, Englund S, Burman J, Fink K, Fogdell-Hahn A, Gunnarsson M, Hillert J, Langer-Gould A, Lycke J, Mellergård J, Nilsson P, Olsson T, Salzer J, Svenningsson A, Frisell T. COMBAT-MS: A Population-Based Observational Cohort Study Addressing the Benefit-Risk Balance of Multiple Sclerosis Therapies Compared with Rituximab. Ann Neurol 2024; 96:678-693. [PMID: 38923558 DOI: 10.1002/ana.27012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 05/28/2024] [Accepted: 06/04/2024] [Indexed: 06/28/2024]
Abstract
OBJECTIVE To assess comparative effectiveness, safety, and tolerability of off-label rituximab, compared with frequently used therapies approved for multiple sclerosis (MS). METHODS A Swedish cohort study of persons with relapsing-remitting MS, age 18 to 75 years at inclusion and with a first therapy start or a first therapy switch between 2011 and 2018. Low-dose rituximab was compared with MS-approved therapies. Primary outcomes were proportions with 12 months confirmed disability worsening and change in MS Impact Scale-29 (MSIS-29) scores, respectively. Secondary endpoints included relapses, therapy discontinuation, and serious adverse events. Analyses used an intention-to-treat approach and were adjusted for demographics, MS features, and health characteristics. RESULTS We included 2,449 participants as first therapy start and 2,463 as first therapy switch. Proportions with disability worsening at 3 years were 9.1% for rituximab as first therapy and 5.1% after therapy switch, with no differences to MS-approved comparators. Worsening on rituximab was mostly independent of relapses. MSIS-29 with rituximab at 3 years improved by 1.3/8.4 points (physical/psychological) for first disease-modifying therapy (DMT) and 0.4/3.6 for DMT switch, and was mostly similar across therapies. Rituximab had lower relapse rates and higher therapy persistence in both groups. The rate of hospital-treated infections was higher with rituximab after a therapy switch, but not as a first therapy. INTERPRETATION This population-based real-world cohort study found low rates of disability progression, mostly independent of relapses, and without significant differences between rituximab and MS-approved comparators. Rituximab led to lower rates of inflammatory activity and higher treatment persistence, but was associated with an increased rate of serious infections. ANN NEUROL 2024;96:678-693.
Collapse
Affiliation(s)
- Fredrik Piehl
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Neurology, Karolinska University Hospital, Stockholm, Sweden
- Academic Specialist Center, Stockholm Health Services, Stockholm, Sweden
| | - Peter Alping
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Clinical Epidemiology Division, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| | - Suvi Virtanen
- Clinical Epidemiology Division, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| | - Simon Englund
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Joachim Burman
- Department of Neurology, Uppsala University Hospital, and Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Katharina Fink
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Department of Neurology, Karolinska University Hospital, Stockholm, Sweden
| | - Anna Fogdell-Hahn
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Martin Gunnarsson
- Department of Neurology, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - Jan Hillert
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Annette Langer-Gould
- Clinical and Translational Neuroscience, Southern California Permanente Medical Group, Kaiser Permanente, Los Angeles, CA, USA
| | - Jan Lycke
- Department of Neurology, Sahlgrenska University Hospital, and Department of Clinical Neuroscience, University of Gothenburg, Gothenburg, Sweden
| | - Johan Mellergård
- Department of Neurology in Linköping, and Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Petra Nilsson
- Department of Neurology, Skåne University Hospital, and Department of Clinical Sciences/Neurology, Lund University, Lund, Sweden
| | - Tomas Olsson
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Jonatan Salzer
- Department of Neurology, Umeå University Hospital, and Department of Clinical Science, Neurosciences, Umeå University, Umeå, Sweden
| | - Anders Svenningsson
- Department of Neurology, Danderyd Hospital, and Department of Clinical Sciences, Karolinska Institutet, Stockholm, Sweden
| | - Thomas Frisell
- Clinical Epidemiology Division, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| |
Collapse
|
35
|
Yousef H, Malagurski Tortei B, Castiglione F. Predicting multiple sclerosis disease progression and outcomes with machine learning and MRI-based biomarkers: a review. J Neurol 2024; 271:6543-6572. [PMID: 39266777 PMCID: PMC11447111 DOI: 10.1007/s00415-024-12651-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 08/16/2024] [Accepted: 08/17/2024] [Indexed: 09/14/2024]
Abstract
Multiple sclerosis (MS) is a demyelinating neurological disorder with a highly heterogeneous clinical presentation and course of progression. Disease-modifying therapies are the only available treatment, as there is no known cure for the disease. Careful selection of suitable therapies is necessary, as they can be accompanied by serious risks and adverse effects such as infection. Magnetic resonance imaging (MRI) plays a central role in the diagnosis and management of MS, though MRI lesions have displayed only moderate associations with MS clinical outcomes, known as the clinico-radiological paradox. With the advent of machine learning (ML) in healthcare, the predictive power of MRI can be improved by leveraging both traditional and advanced ML algorithms capable of analyzing increasingly complex patterns within neuroimaging data. The purpose of this review was to examine the application of MRI-based ML for prediction of MS disease progression. Studies were divided into five main categories: predicting the conversion of clinically isolated syndrome to MS, cognitive outcome, EDSS-related disability, motor disability and disease activity. The performance of ML models is discussed along with highlighting the influential MRI-derived biomarkers. Overall, MRI-based ML presents a promising avenue for MS prognosis. However, integration of imaging biomarkers with other multimodal patient data shows great potential for advancing personalized healthcare approaches in MS.
Collapse
Affiliation(s)
- Hibba Yousef
- Technology Innovation Institute, Biotechnology Research Center, P.O.Box: 9639, Masdar City, Abu Dhabi, United Arab Emirates.
| | - Brigitta Malagurski Tortei
- Technology Innovation Institute, Biotechnology Research Center, P.O.Box: 9639, Masdar City, Abu Dhabi, United Arab Emirates
| | - Filippo Castiglione
- Technology Innovation Institute, Biotechnology Research Center, P.O.Box: 9639, Masdar City, Abu Dhabi, United Arab Emirates
- Institute for Applied Computing (IAC), National Research Council of Italy, Rome, Italy
| |
Collapse
|
36
|
Intarakhao P, Laipasu T, Jitprapaikulsan J, Apiraksattayakul N, Kosiyakul P, Siritho S, Prayoonwiwat N, Ongphichetmetha T. Rituximab in secondary progressive multiple sclerosis: a meta-analysis. Ann Clin Transl Neurol 2024; 11:2707-2718. [PMID: 39186371 PMCID: PMC11514939 DOI: 10.1002/acn3.52186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 07/29/2024] [Accepted: 08/03/2024] [Indexed: 08/27/2024] Open
Abstract
OBJECTIVE To evaluate the efficacy of rituximab (RTX) in stabilizing disability progression in secondary progressive multiple sclerosis (SPMS). METHODS A systematic review was conducted, encompassing studies from inception to April 2023, utilizing the MEDLINE and EMBASE databases. Inclusion criteria comprised studies with a minimum of 3 SPMS patients receiving intravenous RTX in at least one infusion, with a follow-up duration of at least 6 months. Primary outcome measures included changes in Expanded Disability Status Scale (EDSS) scores. Mean differences in pre- and post-RTX EDSS scores were analyzed using a random-effects model. Meta-regression examined age at RTX initiation, pre-RTX EDSS scores, disease duration, and outcome reported time as variables. Secondary outcomes assessed changes in the annualized relapse rate (ARR). RESULTS Thirteen studies, involving 604 SPMS patients, met the inclusion criteria. Following a mean follow-up of 2 years, the mean difference in EDSS scores (ΔEDSS = EDSSpre-RTX - EDSSpost-RTX) was -0.21 (95% CI -0.51 to 0.08, p = 0.16), indicating no significant variation. Multivariable meta-regression identified significant associations between EDSS score mean difference and pre-RTX EDSS scores, disease duration at RTX initiation, and outcome reported time. However, age at RTX initiation showed no significant association. Pre- and post-RTX ARR data were available for 245 out of 604 SPMS patients across seven studies, revealing a mean difference in ARR (ΔARR = ARRpre-RTX - ARRpost-RTX) of 0.74 (95% CI 0.19-1.29, p = 0.008). INTERPRETATION RTX demonstrates efficacy in reducing relapse frequency and exhibits potential in stabilizing disability progression over a 2-year follow-up, particularly among individuals with shorter disease duration.
Collapse
Affiliation(s)
- Pasin Intarakhao
- Faculty of Medicine Siriraj HospitalMahidol UniversityBangkokThailand
| | - Taksaporn Laipasu
- Faculty of Medicine Siriraj HospitalMahidol UniversityBangkokThailand
| | - Jiraporn Jitprapaikulsan
- Siriraj Neuroimmunology Center, Division of Neurology, Department of Medicine, Faculty of Medicine Siriraj HospitalMahidol UniversityBangkokThailand
- Division of Neurology, Department of Medicine, Faculty of Medicine Siriraj HospitalMahidol UniversityBangkokThailand
| | - Natnasak Apiraksattayakul
- Siriraj Neuroimmunology Center, Division of Neurology, Department of Medicine, Faculty of Medicine Siriraj HospitalMahidol UniversityBangkokThailand
| | - Punchika Kosiyakul
- Siriraj Neuroimmunology Center, Division of Neurology, Department of Medicine, Faculty of Medicine Siriraj HospitalMahidol UniversityBangkokThailand
| | - Sasitorn Siritho
- Siriraj Neuroimmunology Center, Division of Neurology, Department of Medicine, Faculty of Medicine Siriraj HospitalMahidol UniversityBangkokThailand
- Bumrungrad International HospitalBangkokThailand
| | - Naraporn Prayoonwiwat
- Siriraj Neuroimmunology Center, Division of Neurology, Department of Medicine, Faculty of Medicine Siriraj HospitalMahidol UniversityBangkokThailand
- Division of Neurology, Department of Medicine, Faculty of Medicine Siriraj HospitalMahidol UniversityBangkokThailand
| | - Tatchaporn Ongphichetmetha
- Siriraj Neuroimmunology Center, Division of Neurology, Department of Medicine, Faculty of Medicine Siriraj HospitalMahidol UniversityBangkokThailand
- Division of Neurology, Department of Medicine, Faculty of Medicine Siriraj HospitalMahidol UniversityBangkokThailand
- Division of Clinical Epidemiology, Department of Research and Development, Faculty of Medicine Siriraj HospitalMahidol UniversityBangkokThailand
| |
Collapse
|
37
|
Ocampo A, Hatami F, Čuklina J, Graham G, Ganjgahi H, Sun Y, Su W, Mousseau MC, Gardiner S, Pendleton SC, Aarden P, Kieseier BC, Arnold DL, Bermel RA, Häring DA, Nichols TE, Wiendl H. Prognostic factors for worsening and improvement in multiple sclerosis using a multistate model. Mult Scler 2024; 30:1455-1467. [PMID: 39340359 DOI: 10.1177/13524585241275471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/30/2024]
Abstract
BACKGROUND The long-term disease trajectory of people living with multiple sclerosis (MS) can be improved by initiating efficacious treatment early. More quantitative evidence is needed on factors that affect a patient's risk of disability worsening or possibility of improvement to inform timely treatment decisions. METHODS We developed a multistate model to quantify the influence of demographic, clinical, and imaging factors on disability worsening and disability improvement simultaneously across the disability spectrum as measured by the Expanded Disability Status Scale (EDSS). We used clinical trial data from the Novartis-Oxford MS database including ~130,000 EDSS assessments from ~8000 patients, spanning all MS phenotypes. RESULTS Higher brain volume was positively associated with disability improvement at all disability levels (hazard ratio (HR) = 1.09-1.19; 95% credible interval (CI) = 1.02-1.27). Higher T2 lesion volume was negatively associated with disability improvement up to EDSS 6 (HR = 0.80-0.89; 95% CI = 0.75-0.94). Older age, time since first symptoms, and the number of relapses in the past year were confirmed as predictors of future disability worsening. CONCLUSIONS Brain damage was identified as the most consistent factor limiting the patient's probability for improvements from the earliest stages and across the whole course of MS. Protecting brain integrity early in MS should have greater weight in clinical decision-making.
Collapse
Affiliation(s)
| | - Farhad Hatami
- Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, Big Data Institute, University of Oxford, Oxford, UK
| | | | | | - Habib Ganjgahi
- Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, Big Data Institute, University of Oxford, Oxford, UK
- Department of Statistics, University of Oxford, Oxford, UK
| | - Yang Sun
- Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, Big Data Institute, University of Oxford, Oxford, UK
| | - Wendy Su
- Novartis Pharmaceuticals, East Hanover, NJ, USA
| | | | - Stephen Gardiner
- Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, Big Data Institute, University of Oxford, Oxford, UK
| | - Samantha C Pendleton
- Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, Big Data Institute, University of Oxford, Oxford, UK
| | | | | | - Douglas L Arnold
- McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montréal, QC, Canada
| | - Robert A Bermel
- Mellen Center for Multiple Sclerosis, Department of Neurology, Cleveland Clinic, Cleveland, OH, USA
| | | | - Thomas E Nichols
- Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Medicine, Big Data Institute, University of Oxford, Oxford, UK
| | - Heinz Wiendl
- Department of Neurology with Institute of Translational Neurology, University Hospital Münster, Münster, Germany
- Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia
| |
Collapse
|
38
|
Comi G, Dalla Costa G, Stankoff B, Hartung HP, Soelberg Sørensen P, Vermersch P, Leocani L. Assessing disease progression and treatment response in progressive multiple sclerosis. Nat Rev Neurol 2024; 20:573-586. [PMID: 39251843 DOI: 10.1038/s41582-024-01006-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/30/2024] [Indexed: 09/11/2024]
Abstract
Progressive multiple sclerosis poses a considerable challenge in the evaluation of disease progression and treatment response owing to its multifaceted pathophysiology. Traditional clinical measures such as the Expanded Disability Status Scale are limited in capturing the full scope of disease and treatment effects. Advanced imaging techniques, including MRI and PET scans, have emerged as valuable tools for the assessment of neurodegenerative processes, including the respective role of adaptive and innate immunity, detailed insights into brain and spinal cord atrophy, lesion dynamics and grey matter damage. The potential of cerebrospinal fluid and blood biomarkers is increasingly recognized, with neurofilament light chain levels being a notable indicator of neuro-axonal damage. Moreover, patient-reported outcomes are crucial for reflecting the subjective experience of disease progression and treatment efficacy, covering aspects such as fatigue, cognitive function and overall quality of life. The future incorporation of digital technologies and wearable devices in research and clinical practice promises to enhance our understanding of functional impairments and disease progression. This Review offers a comprehensive examination of these diverse evaluation tools, highlighting their combined use in accurately assessing disease progression and treatment efficacy in progressive multiple sclerosis, thereby guiding more effective therapeutic strategies.
Collapse
Affiliation(s)
- Giancarlo Comi
- Department of Neurorehabilitation Sciences, Casa di Cura Igea, Milan, Italy.
| | | | - Bruno Stankoff
- Sorbonne Université, Paris Brain Institute, Institut du Cerveau et de la Moelle Épinière, Centre National de la Recherche Scientifique, Inserm, Paris, France
| | - Hans-Peter Hartung
- Brain and Mind Center, University of Sydney, Sydney, Australia
- Department of Neurology, Palacky University Olomouc, Olomouc, Czech Republic
- Department of Neurology, Medical Faculty, Heinrich-Heine University, Düsseldorf, Germany
| | - Per Soelberg Sørensen
- Department of Neurology, Danish Multiple Sclerosis Center, University of Copenhagen, Rigshospitalet, Copenhagen, Denmark
| | - Patrick Vermersch
- University of Lille, Inserm U1172, Lille Neuroscience & Cognition, Centre Hospitalier Universitaire de Lille, Fédération Hospitalo-Universitaire Precision Medicine in Psychiatry, Lille, France
| | - Letizia Leocani
- Vita-Salute San Raffaele University, Milan, Italy
- Multiple Sclerosis Center, Casa di Cura Igea, Milan, Italy
| |
Collapse
|
39
|
Chisari CG, Amato MP, Di Sapio A, Foschi M, Iaffaldano P, Inglese M, Fermo SL, Lugaresi A, Lus G, Mascoli N, Montepietra S, Pesci I, Quatrale R, Salemi G, Torri Clerici V, Totaro R, Valentino P, Filippi M, Patti F. Active and non-active secondary progressive multiple sclerosis patients exhibit similar disability progression: results of an Italian MS registry study (ASPERA). J Neurol 2024; 271:6801-6810. [PMID: 39190108 PMCID: PMC11446943 DOI: 10.1007/s00415-024-12621-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Revised: 07/29/2024] [Accepted: 08/01/2024] [Indexed: 08/28/2024]
Abstract
'Active' and 'non-active' secondary progressive MS (SPMS) have distinct pathophysiological mechanisms and clinical characteristics, but there is still no consensus regarding the frequency of these MS forms in the real-world setting. We aimed to evaluate the frequency of 'active' and 'non-active' SPMS in a large cohort of Italian MS patients and the differences in terms of clinical and MRI characteristics and disease progression. This multicenter study collected data about MS patients who have transitioned to the SP form in the period between 1st January 2014 and 31st December 2019 and followed by the MS centers contributing to the Italian MS Registry. Patients were divided into 'active SPMS' and 'non-active SPMS', based on both reported MRI data and relapse activity in the year before conversion to SPMS. Out of 68,621, 8,316 (12.1%) patients were diagnosed with SPMS. Out of them, 872 (10.5%) were classified into patients with either 'active' or 'non-active' SPMS. A total of 237 were classified into patients with 'active SPMS' (27.2%) and 635 as 'non-active SPMS' (72.8%). 'Non-active SPMS' patients were older, with a longer disease duration compared to those with 'active SPMS'. The percentages of patients showing progression independent of relapse activity (PIRA) at 24 months were similar between 'active' and 'non-active' SPMS patients (67 [27.4%] vs 188 [29.6%]; p = 0.60). In the 'active' group, 36 (15.2%) patients showed relapse-associated worsening (RAW). Comparison of the survival curves to EDSS 6 and 7 according to disease activity did not show significant differences (p = 0.68 and p = 0.71). 'Active' and 'non-active' SPMS patients had a similar risk of achieving disability milestones, suggesting that progression is primarily attributed to PIRA and only to a small extent to disease activity.
Collapse
Affiliation(s)
- Clara Grazia Chisari
- Department of Medical and Surgical Sciences and Advanced Technologies "GF Ingrassia", Multiple Sclerosis Center, University of Catania, Catania, Italy
- Multiple Sclerosis Unit; Neurology Clinic, Policlinico "G. Rodolico- San Marco", Catania, Italy
| | - Maria Pia Amato
- Department of NEUROFARBA, Section of Neurosciences, University of Florence, Florence, Italy
| | - Alessia Di Sapio
- Department of Neurology, Regional Referral Multiple Sclerosis Center, University Hospital San Luigi Gonzaga, Orbassano, Turin, Italy
| | - Matteo Foschi
- Department of Neuroscience, Multiple Sclerosis Center, S. Maria delle Croci Hospital of Ravenna, Ravenna, Italy
- Department of Biotechnological and Applied Clinical Sciences (DISCAB), University of L'Aquila, L'Aquila, Italy
| | - Pietro Iaffaldano
- Department of Translational Biomedicine and Neurosciences (DiBraiN), University of Bari Aldo Moro, Bari, Italy
| | - Matilde Inglese
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DINOGMI), University of Genoa, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Salvatore Lo Fermo
- Multiple Sclerosis Unit; Neurology Clinic, Policlinico "G. Rodolico- San Marco", Catania, Italy
| | - Alessandra Lugaresi
- UOSI Riabilitazione Sclerosi Multipla, IRCCS Istituto Delle Scienze Neurologiche Di Bologna, Bologna, Italy
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, Italy
| | - Giacomo Lus
- Multiple Sclerosis Center, Second Division of Neurology, Department of Advanced Medical and Surgical Science, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Nerina Mascoli
- Neurology Unit, Department of Medicine, S. Anna Hospital, Como, Italy
| | - Sara Montepietra
- MS Centre, SMN Hospital, AUSL Reggio Emilia, Reggio Emilia, Italy
| | - Ilaria Pesci
- Centro Sclerosi Multipla Unità Operativa Neurologia, Azienda Unità Sanitaria Locale, Ospedale Di Vaio, Fidenza, Parma, Italy
| | - Rocco Quatrale
- Dipartimento Di Scienze Neurologiche, UOC Di Neurologia, Ospedale Dell'Angelo AULSS 3 Serenissima, Venice Mestre, Italy
| | - Giuseppe Salemi
- Department of Biomedicine, Neuroscience and Advanced Diagnostics, University of Palermo, Palermo, Italy
| | - Valentina Torri Clerici
- Neuroimmunology and Neuromuscular Diseases Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Rocco Totaro
- Demyelinating Disease Center, San Salvatore Hospital, L'Aquila, Italy
| | - Paola Valentino
- Institute of Neurology, University Magna Graecia, Catanzaro, Italy
| | - Massimo Filippi
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neurorehabilitation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
- Neurophysiology Service, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Francesco Patti
- Department of Medical and Surgical Sciences and Advanced Technologies "GF Ingrassia", Multiple Sclerosis Center, University of Catania, Catania, Italy.
- Multiple Sclerosis Unit; Neurology Clinic, Policlinico "G. Rodolico- San Marco", Catania, Italy.
| |
Collapse
|
40
|
Yokote H, Miyazaki Y, Fujimori J, Nishida Y, Toru S, Niino M, Nakashima I, Miura Y, Yokota T. Characterization of Japanese multiple sclerosis patients with progression independent of relapse activity: A 2-year multicenter cohort study. J Neuroimmunol 2024; 394:578407. [PMID: 39068747 DOI: 10.1016/j.jneuroim.2024.578407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 07/03/2024] [Accepted: 07/21/2024] [Indexed: 07/30/2024]
Abstract
Progression independent of relapse activity (PIRA) is prevalent among Caucasian patients with relapsing and remitting multiple sclerosis (RRMS). However, there is limited knowledge regarding the characteristics of PIRA in Asian patients with RRMS. Therefore, we retrospectively analyzed the clinical and radiological progression of 95 Japanese patients with RRMS during a 2-year observation period. PIRA was observed in three patients who were characterized by young age, large T2 lesion volume, and great reduction in brain volume. Despite having highly active disease, fewer patients with PIRA (33.3%) were treated with high-efficacy drugs compared with those without disease activity (60.7%).
Collapse
Affiliation(s)
- Hiroaki Yokote
- Department of Neurology, Tokyo Metropolitan Komagome Hospital, Tokyo, Japan; Department of Neurology and Neurological Science, Tokyo Medical and Dental University, Tokyo, Japan.
| | - Yusei Miyazaki
- Department of Clinical Research, National Hospital Organization Hokkaido Medical Center, Sapporo, Japan
| | - Juichi Fujimori
- Division of Neurology, Tohoku Medical and Pharmaceutical University, Sendai, Japan
| | - Yoichiro Nishida
- Department of Neurology and Neurological Science, Tokyo Medical and Dental University, Tokyo, Japan
| | - Shuta Toru
- Department of Neurology, Nitobe Memorial Nakano General Hospital, Tokyo, Japan
| | - Masaaki Niino
- Department of Clinical Research, National Hospital Organization Hokkaido Medical Center, Sapporo, Japan
| | - Ichiro Nakashima
- Division of Neurology, Tohoku Medical and Pharmaceutical University, Sendai, Japan
| | - Yoshiharu Miura
- Department of Neurology, Tokyo Metropolitan Komagome Hospital, Tokyo, Japan
| | - Takanori Yokota
- Department of Neurology and Neurological Science, Tokyo Medical and Dental University, Tokyo, Japan
| |
Collapse
|
41
|
Locatelli G, Stangel M, Rooks D, Boesch J, Pierrel E, Summermatter S. The therapeutic potential of exercise for improving mobility in multiple sclerosis. Front Physiol 2024; 15:1477431. [PMID: 39345788 PMCID: PMC11427913 DOI: 10.3389/fphys.2024.1477431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Accepted: 09/03/2024] [Indexed: 10/01/2024] Open
Abstract
Multiple sclerosis (MS) is a chronic autoimmune disease characterized by inflammation and demyelination in the central nervous system (CNS) with subsequent axonal and neuronal degeneration. These changes are associated with a broad range of symptoms including skeletal muscle dysfunction. Importantly, musculoskeletal impairments manifest in various ways, compromise the quality of life and often precede the later development of mobility disability. As current standard disease modifying therapies for MS predominantly act on neuroinflammation, practitioners and patients face an unmet medical need for adjunct therapies specifically targeting skeletal muscle function. This review is intended to detail the nature of the skeletal muscle dysfunctions common in people with MS (pwMS), describe underlying intramuscular alterations and outline evidence-based therapeutic approaches. Particularly, we discuss the emerging role of aerobic and resistance exercise for reducing the perception of fatigue and increasing muscle strength in pwMS. By integrating the most recent literature, we conclude that both exercise interventions should ideally be implemented as early as possible as they can address MS-specific muscle impairments. Aerobic exercise is particularly beneficial for pwMS suffering from fatigue and metabolic impairments, while resistance training efficiently counters muscle weakness and improves the perception of fatigue. Thus, these lifestyle interventions or possible pharmacological mimetics have the potential for improving the general well-being and delaying the functional declines that are relevant to mobility.
Collapse
Affiliation(s)
- Giuseppe Locatelli
- Immunology Disease Area, Biomedical Research, Novartis Pharma AG, Basel, Switzerland
| | - Martin Stangel
- Translational Medicine, Biomedical Research, Novartis Pharma AG, Basel, Switzerland
| | - Daniel Rooks
- Translational Medicine, Biomedical Research, Novartis Pharma AG, Cambridge, MA, United States
| | - Julian Boesch
- Diseases of Aging and Regenerative Medicine, Biomedical Research, Novartis Pharma AG, Basel, Switzerland
| | - Eliane Pierrel
- Diseases of Aging and Regenerative Medicine, Biomedical Research, Novartis Pharma AG, Basel, Switzerland
| | - Serge Summermatter
- Diseases of Aging and Regenerative Medicine, Biomedical Research, Novartis Pharma AG, Basel, Switzerland
| |
Collapse
|
42
|
Cui W, Wang B, Shi K, Wang X, Chen S, Xu A, Shi F, Wang S, Zhang X, Yang X, Wang Q. Causal relationship between thyroid function and multiple sclerosis: A bidirectional Mendelian randomization study. Medicine (Baltimore) 2024; 103:e39709. [PMID: 39287267 PMCID: PMC11404918 DOI: 10.1097/md.0000000000039709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/19/2024] Open
Abstract
An association between thyroid function and multiple sclerosis (MS) has been reported in several observational studies, but the causal relationship between them is still unclear. Thus, this study used a bidirectional Mendelian randomization (MR) to investigate the associations between thyroid function and MS. Bidirectional MR was used to explore the causal relationship between thyroid function (thyroid-stimulating hormone [TSH], free thyroxine [FT4], hyperthyroidism, and hypothyroidism) and MS. Genome-wide association study (GWAS) data of thyroid function and MS were obtained from the ThyroidOmics Consortium and the FinnGen Consortium, respectively. Inverse-variance weighted method (IVW) was the primary analysis method to assess causality with Weighted median, MR-Egger regression, weighted mode, and simple mode as auxiliary methods. Sensitivity analyses were performed using heterogeneity tests, horizontal pleiotropy tests and leave-one-out method. There was a positive causal relationship between TSH and MS (IVW: OR = 1.202, 95% CI: 1.040-1.389, P = .013), and no strong evidence was found for an effect of FT4 (IVW: OR = 1.286, 95% CI: 0.990-1.671, P = .059), hypothyroidism (IVW: OR = 1.247, 95% CI: 0.961-1.617, P = .096), and hyperthyroidism (IVW: OR = 0.966, 95% CI: 0.907-1.030, P = .291) on the risk of MS. In the reverse MR results, there was no causal relationship between MS and TSH (IVW: β = -0.009, P = .184), FT4 (IVW: β = -0.011, P = .286), hypothyroidism (IVW: OR = 0.992, 95% CI: 0.944-1.042, P = .745), and hyperthyroidism (IVW: OR = 1.026, 95% CI: 0.943-1.117, P = .549). Cochran's Q test, MR-Egger intercept test, MR-PRESSO global test, and Leave-one-out did not observe horizontal pleiotropy and heterogeneity. In conclusion, MR analysis supported a positive causal relationship between TSH and MS.
Collapse
Affiliation(s)
- Wenhui Cui
- College of Public Health, Shandong Second Medical University, Shandong, China
| | - Bin Wang
- Dezhou Hospital of Traditional Chinese Medicine, Shandong, China
| | - Keqing Shi
- College of Public Health, Shandong Second Medical University, Shandong, China
| | - Xin Wang
- College of Public Health, Shandong Second Medical University, Shandong, China
| | - Shuyu Chen
- College of Public Health, Shandong Second Medical University, Shandong, China
| | - Aolong Xu
- College of Public Health, Shandong Second Medical University, Shandong, China
| | - Fuyan Shi
- Department of Health Statistics, Shandong Second Medical University, Shandong, China
| | - Suzhen Wang
- Department of Health Statistics, Shandong Second Medical University, Shandong, China
| | - Xueli Zhang
- Department of Histology and Embryology, Shandong Second Medical University, Shandong, China
| | - Xiaorong Yang
- Clinical Epidemiology Unit, Qilu Hospital of Shandong University, Shandong, China
| | - Qiang Wang
- Department of Epidemiology, Shandong Second Medical University, Shandong, China
| |
Collapse
|
43
|
D'Ambrosio A, Zamboni S, Camerini S, Casella M, Sanchez M, Pietraforte D, Vanacore N, Diociauti M, Altieri M, Di Piero V, Francia A, Pontecorvo S, Puthenparampil M, Gallo P, Margutti P. Proteomic profile of extracellular vesicles from plasma and CSF of multiple sclerosis patients reveals disease activity-associated EAAT2. J Neuroinflammation 2024; 21:217. [PMID: 39223661 PMCID: PMC11370133 DOI: 10.1186/s12974-024-03148-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Accepted: 05/30/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND AND OBJECTIVES There is an urgent need to discover blood-based biomarkers of multiple sclerosis (MS) to better define the underlying biology of relapses and monitor disease progression. The main goal of this study is to search for candidate biomarkers of MS relapses associated with circulating extracellular vesicles (EVs), an emerging tool for biomarker discovery. METHODS EVs, purified from unpaired plasma and CSF samples of RRMS patients by size-exclusion chromatography (SEC), underwent proteomic analysis to discover novel biomarkers associated with MS relapses. The candidate biomarkers of disease activity were detected by comparison approach between plasma- and CSF-EV proteomes associated with relapses. Among them, a selected potential biomarker was evaluated in a cohort of MS patients, using a novel and highly reproducible flow cytometry-based approach in order to detect low abundant EV subsets in a complex body fluid such as plasma. RESULTS The proteomic profiles of both SEC-purified plasma EVs (from 6 patients in relapse and 5 patients in remission) and SEC-purified CSF EVs (from 4 patients in relapse and 3 patients in remission) revealed a set of proteins associated with MS relapses significant enriched in the synaptic transmission pathway. Among common proteins, excitatory amino-acid transporter 2, EAAT2, responsible for the majority of the glutamate uptake in CNS, was worthy of further investigation. By screening plasma samples from 110 MS patients, we found a significant association of plasma EV-carried EAAT2 protein (EV-EAAT2) with MS relapses, regardless of disease-modifying therapies. This finding was confirmed by investigating the presence of EV-EAAT2 in plasma samples collected longitudinally from 10 RRMS patients, during relapse and remission. Moreover, plasma EV-EAAT2 levels correlated positively with Expanded Disability Status Scale (EDSS) score in remitting MS patients but showed a negative correlation with age in patients with secondary progressive (SPMS). CONCLUSION Our results emphaticize the usefulness of plasma EVs as a source of accessible biomarkers to remotely analyse the CNS status. Plasma EV-EAAT2 showed to be a promising biomarker for MS relapses. Further studies are required to assess the clinical relevance of this biomarker also for disability progression independent of relapse activity and transition from RRMS towards SPMS.
Collapse
Affiliation(s)
- Antonella D'Ambrosio
- Department of Neuroscience, Istituto Superiore di Sanità, Vle Regina Elena 299, 00161, Rome, Italy
| | - Silvia Zamboni
- Department of Neuroscience, Istituto Superiore di Sanità, Vle Regina Elena 299, 00161, Rome, Italy
| | - Serena Camerini
- Core Facilities, Istituto Superiore di Sanità, 00161, Rome, Italy
| | | | - Massimo Sanchez
- Core Facilities, Istituto Superiore di Sanità, 00161, Rome, Italy
| | | | - Nicola Vanacore
- Center of Disease Prevention and Health Promotion, Istituto Superiore di Sanità, 00161, Rome, Italy
| | - Marco Diociauti
- Center of Disease Prevention and Health Promotion, Istituto Superiore di Sanità, 00161, Rome, Italy
| | - Marta Altieri
- Department of Human Neurosciences, University "La Sapienza", 00185, Rome, Italy
| | - Vittorio Di Piero
- Department of Human Neurosciences, University "La Sapienza", 00185, Rome, Italy
| | - Ada Francia
- Department of Human Neurosciences, University "La Sapienza", 00185, Rome, Italy
| | - Simona Pontecorvo
- Department of Human Neurosciences, University "La Sapienza", 00185, Rome, Italy
| | | | - Paolo Gallo
- Department of Neurosciences, University of Padua, 35128, Padua, Italy
| | - Paola Margutti
- Department of Neuroscience, Istituto Superiore di Sanità, Vle Regina Elena 299, 00161, Rome, Italy.
| |
Collapse
|
44
|
Korsukewitz C, Wiendl H. Emerging trends and challenges in multiple sclerosis in Europe: rethinking classification and addressing COVID-19 impact. THE LANCET REGIONAL HEALTH. EUROPE 2024; 44:101017. [PMID: 39444704 PMCID: PMC11496966 DOI: 10.1016/j.lanepe.2024.101017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Accepted: 07/17/2024] [Indexed: 10/25/2024]
Affiliation(s)
- Catharina Korsukewitz
- Department of Neurology with Institute of Translational Neurology, University of Muenster, Muenster, Germany
| | - Heinz Wiendl
- Department of Neurology with Institute of Translational Neurology, University of Muenster, Muenster, Germany
| |
Collapse
|
45
|
Portaccio E, Magyari M, Havrdova EK, Ruet A, Brochet B, Scalfari A, Di Filippo M, Tur C, Montalban X, Amato MP. Multiple sclerosis: emerging epidemiological trends and redefining the clinical course. THE LANCET REGIONAL HEALTH. EUROPE 2024; 44:100977. [PMID: 39444703 PMCID: PMC11496978 DOI: 10.1016/j.lanepe.2024.100977] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/25/2023] [Revised: 06/06/2024] [Accepted: 06/10/2024] [Indexed: 10/25/2024]
Abstract
Multiple sclerosis is a chronic, inflammatory, and neurodegenerative disease of the central nervous system and a major cause of neurological disability in young adults. Its prevalence and incidence are increasing, and it has been estimated at over 2.8 million cases worldwide, in addition to recent trends towards a shift in MS prevalence to older ages, with peak prevalence estimates in the sixth decade of life. Although historically the relapsing and progressive phases of the disease have been considered separate clinical entities, recent evidence of progression independent of relapse activity (PIRA) has led to a reconsideration of multiple sclerosis as a continuum, in which relapsing and progressive features variably coexist from the earliest stages of the disease, challenging the traditional view of the disease course. In this Series article, we provide an overview of how the traditional description of the clinical course of MS and epidemiological trends in Europe have evolved. For this purpose, we focus on the concept of PIRA, discussing its potential as the main mechanism by which patients acquire disability, how its definition varies between studies, and ongoing research in this field. We emphasise the importance of incorporating the assessment of hidden clinical manifestations into patient management to help uncover and quantify the PIRA phenomenon and the possible implications for future changes in the clinical classification of the disease. At the same time, we provide insights into overcoming the challenges of identifying and defining PIRA and adopting a new understanding of the clinical course of MS.
Collapse
Affiliation(s)
- Emilio Portaccio
- Department of NEUROFARBA, Unviersity of Florence, Florence, Italy
| | - Melinda Magyari
- Danish Multiple Sclerosis Center, Department of Neurology, Copenhagen University Hospital-Rigshospitalet, Glostrup, Denmark
| | - Eva Kubala Havrdova
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine and General University Hospital, Charles University, Prague, Czech Republic
| | - Aurelie Ruet
- Magendie, INSERM U 1215, Université de Bordeaux, 30776, Bordeaux Cedex, France
- Service de Neurologie et Maladies Inflammatoires du Système Nerveux Central, Centre de Ressources et Compétences Sclérose en plaques CHU de Bordeaux, 33076, Bordeaux Cedex, France
| | - Bruno Brochet
- Magendie, INSERM U 1215, Université de Bordeaux, 30776, Bordeaux Cedex, France
| | - Antonio Scalfari
- Centre of Neuroscience, Department of Medicine, Imperial College London, London, UK
| | | | - Carmen Tur
- Multiple Sclerosis Centre of Catalonia, Department of Neurology/Neuroimmunology, Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Xavier Montalban
- Multiple Sclerosis Centre of Catalonia, Department of Neurology/Neuroimmunology, Hospital Universitari Vall d'Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Maria Pia Amato
- Department of NEUROFARBA, Unviersity of Florence, Florence, Italy
- IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| |
Collapse
|
46
|
Chico-Garcia JL, Sainz Amo R, Monreal E, Sainz de la Maza S, Rodriguez Jorge F, Masjuan J, Costa-Frossard L, Villar LM. Progression independent of relapse activity can be predicted by passively acquired tapping speed through a smartphone for 1 month: A prospective study. Mult Scler 2024; 30:1341-1349. [PMID: 39246042 DOI: 10.1177/13524585241272960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/10/2024]
Abstract
BACKGROUND Tapping speed (TS) correlates with baseline disability scales in people with multiple sclerosis (pwMS). OBJECTIVE The study aimed to address if progression independent of relapse activity (PIRA) could be predicted by first-month measurement of TS. METHODS Prospective study including pwMS in one referral MS center. Consecutive patients were included and keys/second (Keys/s) were passively measured each day using an in-house smartphone application for 1 month. Median, mean, and maximum keys/s were obtained. Multivariate logistic regression models (including keys/s, age, sex, and baseline disability scores) were obtained for prediction of a PIRA event after 1 year. RESULTS Overall, 59 patients were included in the final analysis (64.4% women, median age of 44.5 years). However, 10 patients presented a PIRA event, without differences regarding baseline characteristics between PIRA and no-PIRA groups. PIRA group presented lower median keys/s (2 vs 4 keys/s, p = 0.002) and mean keys/s (2.8 vs 4.6, p = 0.008), while maximum keys/s were similar (p = 0.32). A median ⩽ 3 keys/s was independently associated with PIRA (aOR = 16.8, p = 0.03), as did a mean ⩽ 3.7 keys/s (aOR = 17, p = 0.02). These differences were not detected regarding other variables analyzed. CONCLUSION Low median or mean keys/s obtained during initial month of assessment were indicative of a PIRA event within the next year.
Collapse
Affiliation(s)
- Juan Luis Chico-Garcia
- Department of Neurology, Hospital Universitario Ramón y Cajal, IRYCIS, Madrid, Spain
- Alcala University, Alcalá de Henares, Madrid, Spain; Faculty of Medicine, Universidad Autónoma de Madrid, Madrid, Spain
| | - Raquel Sainz Amo
- Department of Neurology, Hospital Universitario Ramón y Cajal, IRYCIS, Madrid, Spain; Alcala University, Alcalá de Henares, Madrid, Spain
| | - Enric Monreal
- Department of Neurology, Hospital Universitario Ramón y Cajal, IRYCIS, Madrid, Spain; Alcala University, Alcalá de Henares, Madrid, Spain
| | - Susana Sainz de la Maza
- Department of Neurology, Hospital Universitario Ramón y Cajal, IRYCIS, Madrid, Spain; Alcala University, Alcalá de Henares, Madrid, Spain
| | - Fernando Rodriguez Jorge
- Department of Neurology, Hospital Universitario Ramón y Cajal, IRYCIS, Madrid, Spain; Alcala University, Alcalá de Henares, Madrid, Spain
| | - Jaime Masjuan
- Department of Neurology, Hospital Universitario Ramón y Cajal, IRYCIS, Madrid, Spain; Alcala University, Alcalá de Henares, Madrid, Spain
| | - Lucienne Costa-Frossard
- Department of Neurology, Hospital Universitario Ramón y Cajal, IRYCIS, Madrid, Spain; Alcala University, Alcalá de Henares, Madrid, Spain
| | - Luisa María Villar
- Department of Immunology, Alcala University, Alcalá de Henares, Madrid, Spain
- Hospital Universitario Ramón y Cajal, IRYCIS, Madrid, Spain
| |
Collapse
|
47
|
Karl AS, Klimas R, Katsimpoura M, Sgodzai M, Theile-Ochel S, Poser PL, Gisevius B, Faissner S, Salmen A, Nastos I, Gold R, Motte J. Quality of life and tolerability of B-cell directed therapy of multiple sclerosis with ofatumumab in a patient-centered real-world observational study. J Neurol 2024; 271:6080-6088. [PMID: 39039273 PMCID: PMC11377633 DOI: 10.1007/s00415-024-12581-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 07/10/2024] [Accepted: 07/12/2024] [Indexed: 07/24/2024]
Abstract
INTRODUCTION Ofatumumab (Kesimpta®) is a subcutaneous CD20-targeting antibody approved in Germany in 2021 for the treatment of relapsing multiple sclerosis (RMS). After careful instruction, patients can administer the treatment themselves. We previously reported data of 101 patients (Klimas et al. in Nervenarzt 94:923-933, 2023). The objective of this longitudinal study is to explore the tolerability and acceptability of ofatumumab from a patient perspective over a follow up period of 6 months. METHODS In this prospective observational real-world study, we report follow up data of 81 patients. We evaluated sociodemographic data, disease duration, duration and side effects of ofatumumab use, expanded disability status scale (EDSS), Beck Depression Inventory II (BDI-II), Short-Form 36 (SF-36), Fatigue Scale of Motor and Cognitive Functions (FSMC), and modified Multiple Sclerosis Functional Composite Test (MSFC). In addition, we asked for subjective treatment outcomes, such as impact on quality of life, walking distance, concentration, mood, medication adherence, fatigue and the subjective course of MS on a numerical rating scale (1 = very negative; 5 = very positive). Furthermore, treatment discontinuations were recorded. RESULTS The average duration of ofatumumab treatment was 10 months. In comparison to previous published data of our cohort, patients reported a significant increase in headache (10% up to 26%, p = 0.004) and limb pain (5% up to 26%, p < 0.001) as persistent side effects after the injections. More patients reported a very positive effect (p < 0.0001) on quality of life. 4 confirmed relapses occurred but no EDSS worsening, and no treatment discontinuations were documented during the observation period. DISCUSSION As previously described, our prospective study indicates that patients have a good tolerability of ofatumumab, precisely because of the mild and few side effects at the first administration. However, the longer the observation period, the more headaches and limb pain occurred after the injections. Despite this, patients' subjective quality of life improved. There were no discontinuations during the follow-up period, with the limitation of a high loss to follow-up.
Collapse
Affiliation(s)
- Anna-Sophia Karl
- Clinic for Neurology, St. Josef Hospital, Ruhr University Bochum, Gudrunstraße 56, 44791, Bochum, Germany
| | - Rafael Klimas
- Clinic for Neurology, St. Josef Hospital, Ruhr University Bochum, Gudrunstraße 56, 44791, Bochum, Germany.
| | - Melina Katsimpoura
- Clinic for Neurology, St. Josef Hospital, Ruhr University Bochum, Gudrunstraße 56, 44791, Bochum, Germany
| | - Melissa Sgodzai
- Clinic for Neurology, St. Josef Hospital, Ruhr University Bochum, Gudrunstraße 56, 44791, Bochum, Germany
| | - Simon Theile-Ochel
- Clinic for Neurology, St. Josef Hospital, Ruhr University Bochum, Gudrunstraße 56, 44791, Bochum, Germany
| | - Philip Lennart Poser
- Clinic for Neurology, St. Josef Hospital, Ruhr University Bochum, Gudrunstraße 56, 44791, Bochum, Germany
| | - Barbara Gisevius
- Clinic for Neurology, St. Josef Hospital, Ruhr University Bochum, Gudrunstraße 56, 44791, Bochum, Germany
| | - Simon Faissner
- Clinic for Neurology, St. Josef Hospital, Ruhr University Bochum, Gudrunstraße 56, 44791, Bochum, Germany
| | - Anke Salmen
- Clinic for Neurology, St. Josef Hospital, Ruhr University Bochum, Gudrunstraße 56, 44791, Bochum, Germany
| | - Ilias Nastos
- Specialist Practice for Neurology, Bochum, Germany
| | - Ralf Gold
- Clinic for Neurology, St. Josef Hospital, Ruhr University Bochum, Gudrunstraße 56, 44791, Bochum, Germany
| | - Jeremias Motte
- Clinic for Neurology, St. Josef Hospital, Ruhr University Bochum, Gudrunstraße 56, 44791, Bochum, Germany
| |
Collapse
|
48
|
Gross RH, Corboy J. De-escalation and Discontinuation of Disease-Modifying Therapies in Multiple Sclerosis. Curr Neurol Neurosci Rep 2024; 24:341-353. [PMID: 38995483 DOI: 10.1007/s11910-024-01355-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/19/2024] [Indexed: 07/13/2024]
Abstract
PURPOSE OF REVIEW Long-term use of multiple sclerosis (MS) disease-modifying therapies (DMTs) is standard practice to prevent accumulation of disability. Immunosenescence and other age-related changes lead to an altered risk-benefit ratio for older patients on DMTs. This article reviews recent research on the topic of de-escalation and discontinuation of MS DMTs. RECENT FINDINGS Observational and interventional studies have shed light on what happens to patients who de-escalate or discontinue DMTs and the factors, such as age, treatment type, and presence of recent disease activity, that influence outcomes. Though many questions remain, recent findings have been valuable for the development of an evidence-based approach to making de-escalation and discontinuation decisions in MS.
Collapse
Affiliation(s)
- Robert H Gross
- Department of Neurology, University of Colorado School of Medicine, 12631 East 17thAvenue, Mail Stop F727, Aurora, CO, 80045, USA.
- Department of Neurology, Rocky Mountain Regional Veterans Administration Medical Center, Aurora, CO, USA.
| | - John Corboy
- Department of Neurology, University of Colorado School of Medicine, 12631 East 17thAvenue, Mail Stop F727, Aurora, CO, 80045, USA
| |
Collapse
|
49
|
Prosperini L, Ruggieri S, Haggiag S, Tortorella C, Gasperini C. Disability patterns in multiple sclerosis: A meta-analysis on RAW and PIRA in the real-world context. Mult Scler 2024; 30:1309-1321. [PMID: 39082635 DOI: 10.1177/13524585241266180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/25/2024]
Abstract
OBJECTIVE To summarize the current evidence on relapse-associated worsening (RAW) and progression independent of relapse activity (PIRA) through a quantitative synthesis of real-world studies. METHODS Scientific databases were searched to identify suitable articles. Random-effects meta-analyses, subgroup analyses and meta-regression models were ran to provide pooled estimates of RAW and PIRA events and to identify their potential moderators (PROSPERO registration: CRD42024503895). RESULTS Eighteen articles met the eligibility criteria, with a pooled sample size of 52,667 patients (93% relapsing-remitting, 6% clinically isolated syndrome and 1% progressive) followed for 2.4 to 12.1 years, yielding to 415,825 patient-years. Pooled event rates for RAW and PIRA were 1.6 (95 confidence interval (CI) = 1.1-2.1) and 3.1 (95% CI = 2.3-3.9) per 100 patient-years, respectively. Less RAW events were found in cohorts including patients with progressive course (β = -0.069, p = 0.006) and under high-efficacy disease-modifying treatments (DMTs) (β = -0.031, p = 0.007), while PIRA events were directly related to older age (β = 0.397, p = 0.027). In addition, we found significant differences in PIRA event rates according to the criteria adopted to define confirmed disability accrual (p < 0.05). DISCUSSION PIRA accounts for most events causing disability accumulation in the real-world setting, even at the earlier disease stages, whereas RAW represents a less frequent phenomenon, likely due to effective treatments. The detection and statistical analysis of PIRA outcomes pose challenges, raising the risk of erroneous inference. When interpreting our findings, caution is needed given the wide heterogeneity of included studies.
Collapse
Affiliation(s)
- Luca Prosperini
- MS Centre, Department of Neurosciences, San Camillo Forlanini Hospital, Rome, Italy
| | - Serena Ruggieri
- MS Centre, Department of Neurosciences, San Camillo Forlanini Hospital, Rome, Italy
| | - Shalom Haggiag
- MS Centre, Department of Neurosciences, San Camillo Forlanini Hospital, Rome, Italy
| | - Carla Tortorella
- MS Centre, Department of Neurosciences, San Camillo Forlanini Hospital, Rome, Italy
| | - Claudio Gasperini
- MS Centre, Department of Neurosciences, San Camillo Forlanini Hospital, Rome, Italy
| |
Collapse
|
50
|
Lin TY, Motamedi S, Asseyer S, Chien C, Saidha S, Calabresi PA, Fitzgerald KC, Samadzadeh S, Villoslada P, Llufriu S, Green AJ, Preiningerova JL, Petzold A, Leocani L, Garcia-Martin E, Oreja-Guevara C, Outteryck O, Vermersch P, Balcer LJ, Kenney R, Albrecht P, Aktas O, Costello F, Frederiksen J, Uccelli A, Cellerino M, Frohman EM, Frohman TC, Bellmann-Strobl J, Schmitz-Hübsch T, Ruprecht K, Brandt AU, Zimmermann HG, Paul F. Individual Prognostication of Disease Activity and Disability Worsening in Multiple Sclerosis With Retinal Layer Thickness z Scores. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2024; 11:e200269. [PMID: 38941572 PMCID: PMC11214150 DOI: 10.1212/nxi.0000000000200269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Accepted: 05/06/2024] [Indexed: 06/30/2024]
Abstract
BACKGROUND AND OBJECTIVES Retinal optical coherence tomography (OCT) provides promising prognostic imaging biomarkers for future disease activity in multiple sclerosis (MS). However, raw OCT-derived measures have multiple dependencies, supporting the need for establishing reference values adjusted for possible confounders. The purpose of this study was to investigate the capacity for age-adjusted z scores of OCT-derived measures to prognosticate future disease activity and disability worsening in people with MS (PwMS). METHODS We established age-adjusted OCT reference data using generalized additive models for location, scale, and shape for peripapillary retinal nerve fiber layer (pRNFL) and ganglion cell-inner plexiform layer (GCIP) thicknesses, involving 910 and 423 healthy eyes, respectively. Next, we transformed the retinal layer thickness of PwMS from 3 published studies into age-adjusted z scores (pRNFL-z and GCIP-z) based on the reference data. Finally, we investigated the association of pRNFL-z or GCIP-z as predictors with future confirmed disability worsening (Expanded Disability Status Scale score increase) or disease activity (failing of the no evidence of disease activity [NEDA-3] criteria) as outcomes. Cox proportional hazards models or logistic regression analyses were applied according to the original studies. Optimal cutoffs were identified using the Akaike information criterion as well as location with the log-rank and likelihood-ratio tests. RESULTS In the first cohort (n = 863), 172 PwMS (24%) had disability worsening over a median observational period of 2.0 (interquartile range [IQR]:1.0-3.0) years. Low pRNFL-z (≤-2.04) were associated with an increased risk of disability worsening (adjusted hazard ratio (aHR) [95% CI] = 2.08 [1.47-2.95], p = 3.82e-5). In the second cohort (n = 170), logistic regression analyses revealed that lower pRNFL-z showed a higher likelihood for disability accumulation at the two-year follow-up (reciprocal odds ratio [95% CI] = 1.51[1.06-2.15], p = 0.03). In the third cohort (n = 78), 46 PwMS (59%) did not maintain the NEDA-3 status over a median follow-up of 2.0 (IQR: 1.9-2.1) years. PwMS with low GCIP-z (≤-1.03) had a higher risk of showing disease activity (aHR [95% CI] = 2.14 [1.03-4.43], p = 0.04). Compared with raw values with arbitrary cutoffs, applying the z score approach with optimal cutoffs showed better performance in discrimination and calibration (higher Harrell's concordance index and lower integrated Brier score). DISCUSSION In conclusion, our work demonstrated reference cohort-based z scores that account for age, a major driver for disease progression in MS, to be a promising approach for creating OCT-derived measures useable across devices and toward individualized prognostication.
Collapse
Affiliation(s)
- Ting-Yi Lin
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Seyedamirhosein Motamedi
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Susanna Asseyer
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Claudia Chien
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Shiv Saidha
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Peter A Calabresi
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Kathryn C Fitzgerald
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Sara Samadzadeh
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Pablo Villoslada
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Sara Llufriu
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Ari J Green
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Jana Lizrova Preiningerova
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Axel Petzold
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Letizia Leocani
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Elena Garcia-Martin
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Celia Oreja-Guevara
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Olivier Outteryck
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Patrick Vermersch
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Laura J Balcer
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Rachel Kenney
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Philipp Albrecht
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Orhan Aktas
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Fiona Costello
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Jette Frederiksen
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Antonio Uccelli
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Maria Cellerino
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Elliot M Frohman
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Teresa C Frohman
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Judith Bellmann-Strobl
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Tanja Schmitz-Hübsch
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Klemens Ruprecht
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Alexander U Brandt
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Hanna G Zimmermann
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| | - Friedemann Paul
- From the Charité - Universitätsmedizin Berlin (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Experimental and Clinical Research Center (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.), a cooperation between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité - Universitätsmedizin Berlin; Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC) (T.-Y.L., S.M., S.A., C.C., S. Samadzadeh, J.B.-S., T.S.-H., A.U.B., H.G.Z., F.P.); Neuroscience Clinical Research Center (S.M., S.A., C.C., J.B.-S., T.S.-H., H.G.Z., F.P.); Department of Psychiatry and Psychotherapy (C.C.), Charité - Universitätsmedizin Berlin, Germany; Department of Neurology (S. Saidha, P.A.C., K.C.F.); Department of Epidemiology (K.C.F.), Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Regional Health Research and Molecular Medicine (S. Samadzadeh), University of Southern Denmark, Odense; Department of Neurology (S. Samadzadeh), Slagelse Hospital, Denmark; Department of Neurology (P. Villoslada), Hospital Del Mar - Pompeu Fabra University; Neuroimmunology and Multiple Sclerosis Unit (S.L.), Hospital Clinic Barcelona and IDIBAPS, Barcelona, Spain; Department of Neurology (A.J.G.), University of California San Francisco; Department of Neurology (J.L.P.), Charles University in Prague, Czech Republic; Moorfield's Eye Hospital (A.P.), The National Hospital for Neurology and Neurosurgery, Queen Square Institute of Neurology, University College London, United Kingdom; Neuro-ophthalmology Expert Center (A.P.), Amsterdam UMC, Netherlands; Experimental Neurophysiology Unit (L.L.), Institute of Experimental Neurology (INSPE), San Raffaele Scientific Institute; Vita-Salute San Raffaele University (L.L.), Milan, Italy; Miguel Servet University Hospital (E.G.-M.), Zaragoza; Department of Neurology (C.O.-G.), Hospital Clínico Universitario San Carlos, Madrid, Spain; Department of Neurology (O.O., P. Vermersch); Department of Neuroradiology (O.O., P. Vermersch), Centre Hospitalier Universitaire de Lille, France; Departments of Neurology (L.J.B., R.K.), Population Health and Ophthalmology, NYU Grossman School of Medicine, NY; Department of Neurology (P.A., O.A.), Heinrich-Heine-University, Düsseldorf, Germany; Departments of Clinical Neurosciences and Surgery Cumming School of Medicine (F.C.), University of Calgary, Alberta, Canada; Clinic of Optic Neuritis and Clinic of Multiple Sclerosis (J.F.), Department of Neurology, Rigshospitalet - Glostrup, Denmark; Department of Neurosciences (A.U., M.C.), Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Italy; Laboratory of Neuroimmunology (E.M.F., T.C.F.), Professor Lawrence Steinman, Stanford University School of Medicine, Palo Alto, CA; Department of Neurology (K.R., F.P.), Charité - Universitätsmedizin Berlin; and Einstein Center Digital Future (H.G.Z.), Berlin, Germany
| |
Collapse
|