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Tur C, Carbonell-Mirabent P, Otero-Romero S, Cobo-Calvo Á, Arévalo MJ, Ariño H, Arrambide G, Auger C, Carvajal R, Castilló J, Comabella M, Galán I, Midaglia L, Nos C, Pappolla A, Pareto D, Río J, Rodríguez-Acevedo B, Saez de Gordoa E, Vidal-Jordana Á, Zabalza A, Sastre-Garriga J, Rovira À, Montalban X, Tintoré M. The Barcelona baseline risk score to predict long-term prognosis after a first demyelinating event: a prospective observational study. THE LANCET REGIONAL HEALTH. EUROPE 2025; 53:101302. [PMID: 40291402 PMCID: PMC12033939 DOI: 10.1016/j.lanepe.2025.101302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/17/2024] [Revised: 03/24/2025] [Accepted: 04/02/2025] [Indexed: 04/30/2025]
Abstract
Background In multiple sclerosis (MS), predicting at symptom onset who will develop early and severe disability is an unmet need with significant therapeutic implications. Here we propose the Barcelona-Baseline Risk Score (BRS) model to predict long-term disease outcomes in a flexible and generalisable manner. Methods Using prospectively acquired data from the Barcelona first-attack cohort, we created the Barcelona-BRS model as a set of six Weibull survival models of time to an Expanded Disability Status Scale score of 3.0, built with flexible combinations of predictors, including sex, age at first attack, and number and topography of T2 lesions, among others, adaptable to data availability. Data-driven risk groups were identified and compared in terms of long-term clinical and MRI outcomes, including relapse-associated worsening (RAW), progression independent of relapse activity (PIRA), conversion to secondary progressive MS (SPMS), lesional and brain volumetric data, and patient-reported/administered clinical scores, through Kaplan-Meier and mixed-effects models. Finally, we externally validated our model in a completely unseen cohort. Findings We included 1074 patients (737 [69%] female, mean age: 31.7 years) with a first demyelinating attack. Over a median follow-up of 11.9 years, 375 (35%), 298 (28%), and 94 (8.8%) developed RAW, PIRA, and SPMS, respectively. Weibull models included age at first attack, number of brain T2 lesions, and disability at first visit as main predictors. Four data-driven groups of increasing risk of unfavourable outcomes were created: Light-Green-BRS (N = 258), Dark-Green-BRS (N = 319), Orange-BRS (N = 321), and Red-BRS (N = 176), which, over time, behaved significantly differently across disability, quality of life, and MRI measures, being the Red-BRS the group with worst outcomes (p < 0.01). The results in the external validation cohort (N = 139, 100 female [72%], 34 years) mirrored those of the original one. Interpretation The robustness, flexibility, and generalisability of the Barcelona-BRS model support its consideration as a ready-to-use tool for clinical practice. Funding None.
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Affiliation(s)
- Carmen Tur
- Multiple Sclerosis Centre of Catalonia (Cemcat), Department of Neurology, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Pere Carbonell-Mirabent
- Multiple Sclerosis Centre of Catalonia (Cemcat), Department of Neurology, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Susana Otero-Romero
- Multiple Sclerosis Centre of Catalonia (Cemcat), Department of Neurology, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Álvaro Cobo-Calvo
- Multiple Sclerosis Centre of Catalonia (Cemcat), Department of Neurology, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - María Jesús Arévalo
- Multiple Sclerosis Centre of Catalonia (Cemcat), Department of Neurology, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Helena Ariño
- Multiple Sclerosis Centre of Catalonia (Cemcat), Department of Neurology, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Georgina Arrambide
- Multiple Sclerosis Centre of Catalonia (Cemcat), Department of Neurology, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Cristina Auger
- Section of Neuroradiology, Department of Radiology, Vall d'Hebron University Hospital, Spain
- Universitat Autònoma de Barcelona, Barcelona, Spain
| | - René Carvajal
- Multiple Sclerosis Centre of Catalonia (Cemcat), Department of Neurology, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Joaquín Castilló
- Multiple Sclerosis Centre of Catalonia (Cemcat), Department of Neurology, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Manuel Comabella
- Multiple Sclerosis Centre of Catalonia (Cemcat), Department of Neurology, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Ingrid Galán
- Multiple Sclerosis Centre of Catalonia (Cemcat), Department of Neurology, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Luciana Midaglia
- Multiple Sclerosis Centre of Catalonia (Cemcat), Department of Neurology, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Carlos Nos
- Multiple Sclerosis Centre of Catalonia (Cemcat), Department of Neurology, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Agustín Pappolla
- Multiple Sclerosis Centre of Catalonia (Cemcat), Department of Neurology, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Deborah Pareto
- Section of Neuroradiology, Department of Radiology, Vall d'Hebron University Hospital, Spain
- Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Jordi Río
- Multiple Sclerosis Centre of Catalonia (Cemcat), Department of Neurology, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Breogán Rodríguez-Acevedo
- Multiple Sclerosis Centre of Catalonia (Cemcat), Department of Neurology, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Estibaliz Saez de Gordoa
- Section of Neuroradiology, Department of Radiology, Vall d'Hebron University Hospital, Spain
- Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Ángela Vidal-Jordana
- Multiple Sclerosis Centre of Catalonia (Cemcat), Department of Neurology, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Ana Zabalza
- Multiple Sclerosis Centre of Catalonia (Cemcat), Department of Neurology, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Jaume Sastre-Garriga
- Multiple Sclerosis Centre of Catalonia (Cemcat), Department of Neurology, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Àlex Rovira
- Section of Neuroradiology, Department of Radiology, Vall d'Hebron University Hospital, Spain
- Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Xavier Montalban
- Multiple Sclerosis Centre of Catalonia (Cemcat), Department of Neurology, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
- Universitat de Vic-Universitat Central de Catalunya (UVic-UCC), Spain
| | - Mar Tintoré
- Multiple Sclerosis Centre of Catalonia (Cemcat), Department of Neurology, Hospital Universitari Vall d’Hebron, Universitat Autònoma de Barcelona, Barcelona, Spain
- Universitat de Vic-Universitat Central de Catalunya (UVic-UCC), Spain
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Jelgerhuis JR, Uher T, Havrdova EK, Horakova D, Schoonheim MM, Fuchs TA. Clinical risk stratification: Prague validation of the DAAE score, a clinical tool for estimating risk of disesase progression in multiple sclerosis. Mult Scler Relat Disord 2025; 98:106423. [PMID: 40222333 DOI: 10.1016/j.msard.2025.106423] [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: 08/30/2024] [Revised: 03/24/2025] [Accepted: 04/02/2025] [Indexed: 04/15/2025]
Abstract
BACKGROUND Secondary progressive MS is associated with a worse prognosis, warranting the need for early predictive tools. The DAAE score estimates the five-year risk of transition to clinical diagnosis of SPMS, showing a 38 % risk in high-risk patients in Amsterdam and Buffalo data. The DAAE score remains to be validated against objective disease progression criteria. METHODS External validation using data from the Prague MS cohort and MSBase-Lorscheider criteria. RESULTS Among 2022 patients from the Prague MS database, 14.3 % clinically progressed according to MSbase-Lorscheider criteria over five years. Risk increased with higher DAAE scores comparable to the Amsterdam and Buffalo data; secondary validation showed an AUROC of 0.742 with faster progression for higher risk groups (p < 0.05), therapy-adjusted. CONCLUSION The DAAE score performs similarly between centers and using objective criteria. These validation steps support its use in personalized MS management and treatment.
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Affiliation(s)
- Julia R Jelgerhuis
- MS Center Amsterdam, Department of Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, location VUmc, Amsterdam, the Netherlands
| | - Tomas Uher
- Department of Neurology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Eva Kubala Havrdova
- Department of Neurology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Dana Horakova
- Department of Neurology, First Faculty of Medicine, Charles University and General University Hospital in Prague, Prague, Czech Republic
| | - Menno M Schoonheim
- MS Center Amsterdam, Department of Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, location VUmc, Amsterdam, the Netherlands
| | - Tom A Fuchs
- MS Center Amsterdam, Department of Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, location VUmc, Amsterdam, the Netherlands.
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Djuric T, Djordjevic A, Kuveljic J, Stefanovic M, Dincic E, Kolakovic A, Zivkovic M. Association of Functional Gene Variants in DYSF-ZNF638, MTSS1 and Ferroptosis-Related Genes with Multiple Sclerosis Severity and Target Gene Expression. Int J Mol Sci 2025; 26:4986. [PMID: 40507797 PMCID: PMC12155326 DOI: 10.3390/ijms26114986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2025] [Revised: 05/16/2025] [Accepted: 05/19/2025] [Indexed: 06/16/2025] Open
Abstract
Multiple sclerosis (MS) is a chronic inflammatory, neurodegenerative disease with yet-unresolved mechanisms of progression. To address MS severity and neurological deficits, we analyzed seven potentially functional genetic variants and their haplotypes in 845 MS patients. Based on our previous results of targeted RNAseq on ferroptosis-related genes in distinctive MS phenotypes, we selected putative regulatory variants in the top three DEGs (CDKN1A, MAP1B and EGLN2) and investigated their association with gene expression, plasma/serum parameters and disease severity (EDSS, MSSS, gARMSS). The study included 604 patients with relapsing-remitting (RR) and 241 with progressive (P) MS. The variants CDKN1A rs3176326 and rs3176336, EGLN2 rs111833532, MAP1B rs62363242 and rs1217817 with the previously reported DYSF-ZNF638 locus rs10191329, and MTSS1 rs9643199 were genotyped using TaqMan®, and the HLA-DRB1*15:01 status was also determined. Significant association of the rare MAP1B rs62363242 allele with PMS in females, independent of HLA-DRB1*1501, was found. The A allele-containing genotypes were associated with molecular components of iron metabolism. CDKN1A haplotypes were significantly associated with CDKN1A mRNA levels in RRMS and SPMS patients. RAB4B-EGLN2 locus rs111833532 and DYSF-ZNF638 locus rs10191329 showed significant associations with EDSS, MSSS and gARMSS. We detected haplotypes associated with the expression of CDKN1A, a part of the p53-p21 axis known to affect T cell activation/proliferation. RAB4B-EGLN2, an oxygen sensor and critical regulator of the response to hypoxia, variant rs111833532, along with DYSF-ZNF638 locus rs10191329, was associated with clinical severity. The indicated, novel, sex-specific association of MAP1B rs62363242 with the course of MS remains to be validated in larger studies.
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Affiliation(s)
- Tamara Djuric
- Laboratory for Radiobiology and Molecular Genetics, VINČA Institute of Nuclear Sciences—National Institute of the Republic of Serbia, University of Belgrade, 11000 Belgrade, Serbia; (A.D.); (J.K.); (M.S.); (A.K.); (M.Z.)
| | - Ana Djordjevic
- Laboratory for Radiobiology and Molecular Genetics, VINČA Institute of Nuclear Sciences—National Institute of the Republic of Serbia, University of Belgrade, 11000 Belgrade, Serbia; (A.D.); (J.K.); (M.S.); (A.K.); (M.Z.)
| | - Jovana Kuveljic
- Laboratory for Radiobiology and Molecular Genetics, VINČA Institute of Nuclear Sciences—National Institute of the Republic of Serbia, University of Belgrade, 11000 Belgrade, Serbia; (A.D.); (J.K.); (M.S.); (A.K.); (M.Z.)
| | - Milan Stefanovic
- Laboratory for Radiobiology and Molecular Genetics, VINČA Institute of Nuclear Sciences—National Institute of the Republic of Serbia, University of Belgrade, 11000 Belgrade, Serbia; (A.D.); (J.K.); (M.S.); (A.K.); (M.Z.)
| | - Evica Dincic
- Clinic for Neurology, Military Medical Academy, 11000 Belgrade, Serbia;
- Medical Faculty, Military Medical Academy, University of Defense, 11000 Belgrade, Serbia
| | - Ana Kolakovic
- Laboratory for Radiobiology and Molecular Genetics, VINČA Institute of Nuclear Sciences—National Institute of the Republic of Serbia, University of Belgrade, 11000 Belgrade, Serbia; (A.D.); (J.K.); (M.S.); (A.K.); (M.Z.)
| | - Maja Zivkovic
- Laboratory for Radiobiology and Molecular Genetics, VINČA Institute of Nuclear Sciences—National Institute of the Republic of Serbia, University of Belgrade, 11000 Belgrade, Serbia; (A.D.); (J.K.); (M.S.); (A.K.); (M.Z.)
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Albelo-Martínez M, Rizvi S. Progressive multiple sclerosis: Evaluating current therapies and exploring future treatment strategies. Neurotherapeutics 2025:e00601. [PMID: 40345951 DOI: 10.1016/j.neurot.2025.e00601] [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: 01/21/2025] [Revised: 04/13/2025] [Accepted: 04/21/2025] [Indexed: 05/11/2025] Open
Abstract
Progressive forms of multiple sclerosis (MS) include primary progressive MS (PPMS) and secondary progressive MS (SPMS). Unlike relapsing-remitting MS (RRMS), progressive MS is recognized by relentless progression with accumulating disability, rare to no relapses nor new activity on MRIs. Clinically, neurologic worsening in MS can occur in the relapsing-remitting (RRMS) phase of disease due to incomplete recovery from neuroinflammatory relapses. However, a progressive disease course is the dominant factor related to accumulating disability. There is persistent central nervous system (CNS) compartmentalized inflammation, mitochondrial dysfunction and altered immune responses. Unlike in RRMS, the efficacy of disease modifying agents (DMA) in progressive MS has been limited, highlighting the need for novel therapeutic approaches that address both inflammation and neurodegeneration. This article explores current management of progressive MS, and future directions in targeting the unique pathophysiology of this complex disease.
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Affiliation(s)
- Marelisa Albelo-Martínez
- Department of Neurology, Brown University Health and Rhode Island Hospital, Alpert Medical School of Brown University, USA.
| | - Syed Rizvi
- Department of Neurology, Brown University Health and Rhode Island Hospital, Alpert Medical School of Brown University, USA.
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D'hondt R, Dedja K, Aerts S, Van Wijmeersch B, Kalincik T, Reddel S, Havrdova EK, Lugaresi A, Weinstock-Guttman B, Mrabet S, Lalive P, Kermode AG, Ozakbas S, Patti F, Prat A, Tomassini V, Roos I, Alroughani R, Gerlach O, Khoury SJ, van Pesch V, Sá MJ, Prevost J, Spitaleri D, McCombe P, Solaro C, van der Walt A, Butzkueven H, Laureys G, Sánchez-Menoyo JL, de Gans K, Al-Asmi A, Deri N, Csepany T, Al-Harbi T, Carroll WM, Rozsa C, Singhal B, Hardy TA, Ramanathan S, Peeters L, Vens C. Explainable time-to-progression predictions in multiple sclerosis. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2025; 263:108624. [PMID: 39965473 DOI: 10.1016/j.cmpb.2025.108624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Revised: 12/09/2024] [Accepted: 01/29/2025] [Indexed: 02/20/2025]
Abstract
BACKGROUND Prognostic machine learning research in multiple sclerosis has been mainly focusing on black-box models predicting whether a patients' disability will progress in a fixed number of years. However, as this is a binary yes/no question, it cannot take individual disease severity into account. Therefore, in this work we propose to model the time to disease progression instead. Additionally, we use explainable machine learning techniques to make the model outputs more interpretable. METHODS A preprocessed subset of 29,201 patients of the international data registry MSBase was used. Disability was assessed in terms of the Expanded Disability Status Scale (EDSS). We predict the time to significant and confirmed disability progression using random survival forests, a machine learning model for survival analysis. Performance is evaluated on a time-dependent area under the receiver operating characteristic and the precision-recall curves. Importantly, predictions are then explained using SHAP and Bellatrex, two explainability toolboxes, and lead to both global (population-wide) as well as local (patient visit-specific) insights. RESULTS On the task of predicting progression in 2 years, the random survival forest achieves state-of-the-art performance, comparable to previous work employing a random forest. However, here the random survival forest has the added advantage of being able to predict progression over a longer time horizon, with AUROC >60% for the first 10 years after baseline. Explainability techniques further validated the model by extracting clinically valid insights from the predictions made by the model. For example, a clear decline in the per-visit probability of progression is observed in more recent years since 2012, likely reflecting globally increasing use of more effective MS therapies. CONCLUSION The binary classification models found in the literature can be extended to a time-to-event setting without loss of performance, thus allowing a more comprehensive prediction of patient prognosis. Furthermore, explainability techniques proved to be key to reach a better understanding of the model and increase validation of its behaviour.
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Affiliation(s)
- Robbe D'hondt
- KU Leuven, Dept. Public Health and Primary Care, Kortrijk, Belgium; itec, imec research group at KU Leuven, Kortrijk, Belgium.
| | - Klest Dedja
- KU Leuven, Dept. Public Health and Primary Care, Kortrijk, Belgium; itec, imec research group at KU Leuven, Kortrijk, Belgium
| | - Sofie Aerts
- University MS Centre (UMSC), Hasselt University, Hasselt-Pelt, Belgium; Department of Immunology, Biomedical Research Institute (BIOMED), Hasselt University, Diepenbeek, Belgium; Noorderhart Hospitals, Rehabilitation and MS Centre, Pelt, Belgium; UHasselt, Rehabilitation Research Center (REVAL), Faculty of Rehabilitation Sciences, Diepenbeek, Belgium
| | - Bart Van Wijmeersch
- University MS Centre (UMSC), Hasselt University, Hasselt-Pelt, Belgium; Department of Immunology, Biomedical Research Institute (BIOMED), Hasselt University, Diepenbeek, Belgium; Noorderhart Hospitals, Rehabilitation and MS Centre, Pelt, Belgium; UHasselt, Rehabilitation Research Center (REVAL), Faculty of Rehabilitation Sciences, Diepenbeek, Belgium
| | - Tomas Kalincik
- Neuroimmunology Centre, Department of Neurology, Royal Melbourne Hospital, Melbourne, Australia; CORe, Department of Medicine, University of Melbourne, Melbourne, Australia
| | - Stephen Reddel
- Department of Neurology, Concord Repatriation General Hospital, Sydney, Australia
| | - Eva Kubala Havrdova
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic
| | - Alessandra Lugaresi
- Dipartimento di Scienze Biomediche e Neuromotorie, Università di Bologna, Bologna, Italy; IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
| | | | - Saloua Mrabet
- Department of Neurology, LR 18SP03, Clinical Investigation Centre Neurosciences and Mental Health, Razi University Hospital, Tunis, Tunisia; Faculty of Medicine of Tunis, University of Tunis El Manar, Tunis, Tunisia
| | - Patrice Lalive
- Department of Clinical Neurosciences, Division of Neurology, Unit of Neuroimmunology, Geneva University Hospitals and Faculty of Medicine, Geneva, Switzerland
| | - Allan G Kermode
- Perron Institute for Neurological and Translational Science, The University of Western Australia, Perth, Australia; Centre for Molecular Medicine and Innovative Therapeutics, Murdoch University, Perth, Australia
| | - Serkan Ozakbas
- Izmir University of Economics, Medical Point Hospital, Izmir, Turkey; Multiple Sclerosis Research Association, Izmir, Turkey
| | - Francesco Patti
- Department of Medical and Surgical Sciences and Advanced Technologies, GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit, AOU Policlinico "G Rodolico-San Marco", University of Catania, Italy
| | - Alexandre Prat
- CHUM MS Center and Universite de Montreal, Montreal, Canada
| | - Valentina Tomassini
- Institute for Advanced Biomedical Technologies (ITAB), Dept Neurosciences, Imaging and Clinical Sciences, University G. d'Annunzio of Chieti-Pescara, Chieti, Italy; MS Centre, Clinical Neurology, SS Annunziata University Hospital, Chieti, Italy
| | - Izanne Roos
- Neuroimmunology Centre, Department of Neurology, Royal Melbourne Hospital, Melbourne, Australia; CORe, Department of Medicine, University of Melbourne, Melbourne, Australia
| | - Raed Alroughani
- Division of Neurology, Department of Medicine, Amiri Hospital, Sharq, Kuwait
| | - Oliver Gerlach
- Academic MS Center Zuyd, Department of Neurology, Zuyderland Medical Center, Sittard-Geleen, Netherlands; School for Mental Health and Neuroscience, Department of Neurology, Maastricht University Medical Center, Maastricht 6131 BK, Netherlands
| | - Samia J Khoury
- Nehme and Therese Tohme Multiple Sclerosis Center, American University of Beirut Medical Centre, Beirut, Lebanon
| | - Vincent van Pesch
- Department of Neurology, Cliniques Universitaires Saint-Luc, Brussels, Belgium; Université Catholique de Louvain, Belgium
| | - Maria José Sá
- Department of Neurology, Centro Hospitalar Universitario de Sao Joao, Porto, Portugal; FP-I3ID, Instituto de Investigação, Inovação e Desenvolvimento Fernando Pessoa, Portugal; FCS-UFP, Faculdade de Ciências da Saúde, Portugal; RISE-UFP, rede de Investigação em Saúde, Universidade Fernando Pessoa, Porto, Portugal
| | | | - Daniele Spitaleri
- Azienda Ospedaliera di Rilievo Nazionale San Giuseppe Moscati Avellino, Avellino, Italy
| | - Pamela McCombe
- Department of Neurology, Royal Brisbane and Women's Hospital, Brisbane, Australia; University of Queensland, Australia
| | - Claudio Solaro
- Department of Neurology, Galliera Hospital, Genova, Italy; Department of Rehabilitation, ML Novarese Hospital Moncrivello, Moncrivello, Italy
| | - Anneke van der Walt
- Department of Neurology, The Alfred Hospital, Melbourne, Australia; Department of Neuroscience, School of Translational Medicine, Monash University, Melbourne, Australia
| | - Helmut Butzkueven
- Department of Neurology, The Alfred Hospital, Melbourne, Australia; Department of Neuroscience, School of Translational Medicine, Monash University, Melbourne, Australia
| | - Guy Laureys
- Department of Neurology, Universitary Hospital Ghent, Ghent, Belgium
| | - José Luis Sánchez-Menoyo
- Department of Neurology, Galdakao-Usansolo University Hospital, Osakidetza-Basque Health Service, Galdakao, Spain; Biocruces-Bizkaia Health Research Institute, Spain
| | | | - Abdullah Al-Asmi
- Sultan Qaboos University, Al-Khodh, Oman; College of Medicine & Health Sciences and Sultan Qaboos University Hospital, Oman
| | - Norma Deri
- Neurology department, Hospital Fernandez, Capital Federal, Argentina
| | - Tunde Csepany
- Department of Neurology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Talal Al-Harbi
- Neurology Department, King Fahad Specialist Hospital-Dammam, Saudi Arabia
| | - William M Carroll
- Perron Institute for Neurological and Translational Science, The University of Western Australia, Perth, Australia; Sir Charles Gairdner Hospital, Perth, Australia
| | - Csilla Rozsa
- Jahn Ferenc Teaching Hospital, Budapest, Hungary
| | - Bhim Singhal
- Bombay Hospital Institute of Medical Sciences, Mumbai, India
| | - Todd A Hardy
- Department of Neurology, Concord Repatriation General Hospital, Sydney, Australia
| | - Sudarshini Ramanathan
- Translational Neuroimmunology Group, Kids Neuroscience Centre and Brain and Mind Centre, Faculty of Medicine and Health, University of Sydney, Sydney, Australia; Department of Neurology, Concord Clinical School, Concord Hospital, Sydney, Australia
| | - Liesbet Peeters
- University MS Centre (UMSC), Hasselt University, Hasselt-Pelt, Belgium; Department of Immunology, Biomedical Research Institute (BIOMED), Hasselt University, Diepenbeek, Belgium; I-Biostat, Data Science Institute (DSI), Hasselt University, Diepenbeek, Belgium
| | - Celine Vens
- KU Leuven, Dept. Public Health and Primary Care, Kortrijk, Belgium; itec, imec research group at KU Leuven, Kortrijk, Belgium
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6
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Iacono S, Schirò G, Aridon P, Andolina M, Sorbello G, Calì A, D'Amelio M, Salemi G, Ragonese P. Performance of a Modified Version of the Charlson Comorbidity Index in Predicting Multiple Sclerosis Disability Accrual. Neuroepidemiology 2025:1-11. [PMID: 40288366 DOI: 10.1159/000539829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2024] [Accepted: 06/04/2024] [Indexed: 04/29/2025] Open
Abstract
BACKGROUND The natural history of multiple sclerosis (MS) is highly heterogeneous and almost unpredictable since several factors may affect the disease course including comorbidities. The aims of this study were to predict the risk of disability worsening and disease progression at the first patient's visit by using a modified version of the Charlson Comorbidity Index (mCCI). METHODS the mCCI was obtained by incorporating the grade of pyramidal functional system scores extracted by the Expanded Disability Status Scale (EDSS) into the original CCI version. The risk of reaching EDSS 4, EDSS 6, and secondary MS progression (SPMS) associated to mCCI classes was calculated by carrying out multivariable Cox-regression models and it was reported as hazard ratios (HRs) and 95% confidence intervals (95% CIs). The accuracy of mCCI for the recognition of individuals who reached the study milestones was estimated by building the receiving operator curves and the optimal cut-off values were estimated. RESULTS A total of n = 622 individuals were enrolled (72.7% women; median age 30.8 years [24-40]). Compared with patients with a mCCI equal to zero, the HRs for those with a mCCI comprised between 1 and 2 at the first visit were 1.53 (1.1-2.1), 2.17 (1.48-2.96), and 1.57 (1.16-2.1) for the reaching of EDSS 4, EDSS 6, and SPMS, respectively. Moreover, individuals with a mCCI equal or higher than 3 were at even higher risk of reaching EDSS 6 (HR = 2.34 [1.44-3.8]) and SPMS conversion (HR = 2.38 [1.29-4.01]). The mCCI cut-off value of 3 reached a sensitivity and specificity of 88.1% and 77.8%, respectively, for the recognition of EDSS 4, while the mCCI cut-off of 4 reached a sensitivity of 83.1% and a specificity of 80.7% for the recognition of EDSS 6 and a sensitivity and a specificity of 76.8% and 87.5%, respectively, for the recognition of SPMS conversion. CONCLUSION mCCI appeared a simple and fast tool for the prediction of MS prognosis since the first patient's visit and its best cut-off values showed higher sensitivity and specificity for the recognition of patients who undergo disability worsening and SPMS conversion.
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Affiliation(s)
- Salvatore Iacono
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy
- Neurology and Multiple Sclerosis Center, Foundation Institute "G. Giglio,", Cefalù, Italy
| | - Giuseppe Schirò
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy
- Neurology and Multiple Sclerosis Center, Foundation Institute "G. Giglio,", Cefalù, Italy
| | - Paolo Aridon
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy
| | - Michele Andolina
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy
| | - Gabriele Sorbello
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy
| | - Andrea Calì
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy
| | - Marco D'Amelio
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy
| | - Giuseppe Salemi
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy
| | - Paolo Ragonese
- Department of Biomedicine, Neuroscience and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy
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7
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Sreenivasan AP, Vaivade A, Noui Y, Khoonsari PE, Burman J, Spjuth O, Kultima K. Conformal prediction enables disease course prediction and allows individualized diagnostic uncertainty in multiple sclerosis. NPJ Digit Med 2025; 8:224. [PMID: 40275055 PMCID: PMC12022056 DOI: 10.1038/s41746-025-01616-z] [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: 03/26/2024] [Accepted: 04/04/2025] [Indexed: 04/26/2025] Open
Abstract
Accurate assessment of progression and disease course in multiple sclerosis (MS) is vital for timely and appropriate clinical intervention. The gradual transition from relapsing-remitting MS (RRMS) to secondary progressive MS (SPMS) is often diagnosed retrospectively with a typical delay of three years. To address this diagnostic delay, we developed a predictive model that uses electronic health records to distinguish between RRMS and SPMS at each individual visit. To enable reliable predictions, conformal prediction was implemented at the individual patient level with a confidence of 93%. Our model accurately predicted the change in diagnosis from RRMS to SPMS for patients who transitioned during the study period. Additionally, we identified new patients who, with high probability, are in the transition phase but have not yet received a clinical diagnosis. Our methodology aids in monitoring MS progression and proactively identifying transitioning patients. An anonymized model is available at https://msp-tracker.serve.scilifelab.se/ .
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Affiliation(s)
| | - Aina Vaivade
- Department of Medical Sciences, Uppsala University, Uppsala, 75185, Sweden
| | - Yassine Noui
- Department of Medical Sciences, Uppsala University, Uppsala, 75185, Sweden
| | - Payam Emami Khoonsari
- Department of Medical Sciences, Uppsala University, Uppsala, 75185, Sweden
- Department of Biochemistry and Biophysics, National Bioinformatics Infrastructure Sweden, Science for Life Laboratory, Stockholm University, Solna, 17121, Sweden
| | - Joachim Burman
- Department of Medical Sciences, Uppsala University, Uppsala, 75185, Sweden
| | - Ola Spjuth
- Department of Pharmaceutical Biosciences and Science for Life Laboratory, Uppsala University, Uppsala, 75124, Sweden
| | - Kim Kultima
- Department of Medical Sciences, Uppsala University, Uppsala, 75185, Sweden.
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8
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Müller J, Sharmin S, Lorscheider J, Ozakbas S, Karabudak R, Horakova D, Weinstock-Guttman B, Shaygannejad V, Etemadifar M, Alroughani R, Patti F, Eichau S, Prat A, Lugaresi A, Tomassini V, Kermode AG, Amato MP, Turkoglu R, Altintas A, Buzzard K, Soysal A, van der Walt A, Butzkueven H, Blanco Y, Gerlach O, Khoury SJ, Barnett M, John N, Lechner-Scott J, Foschi M, Surcinelli A, van Pesch V, Prevost J, Sa MJ, Maimone D, D’hooghe M, Hughes S, Hodgkinson S, McGuigan C, Cartechini E, Taylor B, Spitaleri D, Slee M, McCombe P, Yamout B, Benkert P, Kuhle J, Kappos L, Roos I, Kalincik T, and the MSBase Study Group. Standardized Definition of Progression Independent of Relapse Activity (PIRA) in Relapsing-Remitting Multiple Sclerosis. JAMA Neurol 2025:2832250. [PMID: 40227706 PMCID: PMC11997854 DOI: 10.1001/jamaneurol.2025.0495] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2024] [Accepted: 11/08/2024] [Indexed: 04/15/2025]
Abstract
Importance Progression independent of relapse activity (PIRA) is a significant contributor to long-term disability accumulation in relapsing-remitting multiple sclerosis (MS). Prior studies have used varying PIRA definitions, hampering the comparability of study results. Objective To compare various definitions of PIRA. Design, Setting, and Participants This cohort study involved a retrospective analysis of prospectively collected data from the MSBase registry from July 2004 to July 2023. The participants were patients with MS from 186 centers across 43 countries who had clinically definite relapsing-remitting MS, a complete minimal dataset, and 3 or more documented Expanded Disability Status Scale (EDSS) assessments. Exposure Three-hundred sixty definitions of PIRA as combinations of the following criteria: baseline disability (fixed baseline with re-baselining after PIRA, or plus re-baselining after relapses, or plus re-baselining after improvements), minimum confirmation period (6, 12, or 24 months), confirmation magnitude (EDSS score at/above worsening score or at/above threshold compared with baseline), freedom from relapse at EDSS score worsening (90 days prior, 90 days prior and 30 days after, 180 days prior and after, since previous EDSS assessment, or since baseline), and freedom from relapse at confirmation (30 days prior, 90 days prior, 30 days before and after, or between worsening and confirmation). Main Outcome and Measure For each definition, we quantified PIRA incidence and persistence (ie, absence of a 3-month confirmed EDSS improvement over ≥5 years). Results Among 87 239 patients with MS, 33 303 patients fulfilled the inclusion criteria; 24 152 (72.5%) were female and 9151 (27.5%) were male. At the first visits, the mean (SD) age was 36.4 (10.9) years; 28 052 patients (84.2%) had relapsing-remitting MS, and the median (IQR) EDSS score was 2.0 (1.0-3.0). Participants had a mean (SD) 15.1 (11.9) visits over 8.9 (5.2) years. PIRA incidence ranged from 0.141 to 0.658 events per decade and persistence from 0.753 to 0.919, depending on the definition. In particular, the baseline and confirmation period influenced PIRA detection. The following definition yielded balanced incidence and persistence: a significant disability worsening compared with a baseline (reset after each PIRA event, relapse, and EDSS score improvement), in absence of relapses since the last EDSS assessment, confirmed with EDSS scores (not preceded by relapses within 30 days) that remained above the worsening threshold for at least 12 months. Conclusion and Relevance Incidence and persistence of PIRA are determined by the definition used. The proposed standardized definition aims to enhance comparability among studies.
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Affiliation(s)
- Jannis Müller
- CORe, Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
- Neuroimmunology Centre, Department of Neurology, Royal Melbourne Hospital, Melbourne, Victoria, Australia
- Neurologic Clinic and Policlinic, MS Center and Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel, Basel, Switzerland
| | - Sifat Sharmin
- CORe, Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
- Neuroimmunology Centre, Department of Neurology, Royal Melbourne Hospital, Melbourne, Victoria, Australia
| | - Johannes Lorscheider
- Neurologic Clinic and Policlinic, MS Center and Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel, Basel, Switzerland
| | - Serkan Ozakbas
- Izmir University of Economics, Medical Point Hospital, Konak/Izmir, Turkey
- Multiple Sclerosis Research Association, Izmir, Turkey
| | - Rana Karabudak
- Neurological Sciences – Department of Neurology Neuroimmunology Unit, Yeditepe Faculty of Medicine, Yeditepe University Hospitals, Istanbul, Turkey
| | - Dana Horakova
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic
| | | | | | | | - Raed Alroughani
- Division of Neurology, Department of Medicine, Amiri Hospital, Sharq, Kuwait
| | - Francesco Patti
- Department of Medical and Surgical Sciences and Advanced Technologies, GF Ingrassia, Catania, Italy
- UOS Sclerosi Multipla, AOU Policlinico “G Rodolico-San Marco,” Catania, Italy
| | - Sara Eichau
- Department of Neurology, Hospital Universitario Virgen Macarena, Sevilla, Spain
| | - Alexandre Prat
- CHUM MS Center and Universite de Montreal, Montreal, Quebec, Canada
| | - Alessandra Lugaresi
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italia
- Dipartimento di Scienze Biomediche e Neuromotorie, Università di Bologna, Bologna, Italy
| | - Valentina Tomassini
- Institute for Advanced Biomedical Technologies (ITAB), Department of Neurosciences, Imaging and Clinical Sciences, University G. d’Annunzio of Chieti-Pescara, Chieti, Italy
| | - Allan G. Kermode
- Perron Institute for Neurological and Translational Science, University of Western Australia, Nedlands, Western Australia, Australia
| | - Maria Pia Amato
- Department NEUROFARBA, University of Florence, Florence, Italy
- IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Recai Turkoglu
- Department of Neurology, Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey
| | - Ayse Altintas
- Department of Neurology, School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey
| | - Katherine Buzzard
- Department of Neurosciences, Box Hill Hospital, Melbourne, Victoria, Australia
- Eastern Health Clinical School, Monash University, Box Hill, Melbourne, Victoria, Australia
| | - Aysun Soysal
- Bakirkoy Education and Research Hospital for Psychiatric and Neurological Diseases, Istanbul, Turkey
| | - Anneke van der Walt
- Department of Neurology, The Alfred Hospital, Melbourne, Victoria, Australia
| | - Helmut Butzkueven
- Department of Neurology, The Alfred Hospital, Melbourne, Victoria, Australia
| | - Yolanda Blanco
- Center of Neuroimmunology, Service of Neurology, Hospital Clinic de Barcelona, Barcelona, Spain
| | - Oliver Gerlach
- Academic MS Center Zuyd, Department of Neurology, Zuyderland Medical Center, Sittard-Geleen, the Netherlands
- School for Mental Health and Neuroscience, Department of Neurology, Maastricht University Medical Center, Maastricht, the Netherlands
| | - Samia J. Khoury
- Nehme and Therese Tohme Multiple Sclerosis Center, American University of Beirut Medical Center, Beirut, Lebanon
| | | | - Nevin John
- Department of Medicine, School of Clinical Sciences, Monash University, Melbourne, Victoria, Australia
- Department of Neurology, Monash Health, Clayton, Australia
| | | | - Matteo Foschi
- Department of Neuroscience, MS Center, Neurology Unit, S. Maria delle Croci Hospital of Ravenna, Ravenna, Italy
| | - Andrea Surcinelli
- AUSL Romagna, Department of Diagnostic Imaging, S. Maria delle Croci Hospital of Ravenna, Ravenna, Italy
| | - Vincent van Pesch
- Department of Neurology, Cliniques Universitaires Saint-Luc, UCLouvain, Brussels, Belgium
| | | | - Maria Jose Sa
- Department of Neurology, Centro Hospitalar Universitario de Sao Joao, Porto, Portugal
| | - Davide Maimone
- Centro Sclerosi Multipla, UOC Neurologia, Azienda Ospedaliera per l’Emergenza Cannizzaro, Catania, Italy
| | - Marie D’hooghe
- Department of Neurology, Nationaal MS Centrum, Melsbroek, Belgium
| | | | - Suzanne Hodgkinson
- Immune Tolerance Laboratory Ingham Institute and Department of Medicine, University of New South Wales, Sydney, New South Wales, Australia
| | | | | | | | - Daniele Spitaleri
- Azienda Ospedaliera di Rilievo Nazionale San Giuseppe Moscati Avellino, Avellino, Italy
| | - Mark Slee
- College of Medicine and Public Health, Flinders University, Adelaide, South Australia, Australia
| | - Pamela McCombe
- Department of Neurology, University of Queensland, Brisbane, Queensland, Australia
| | - Bassem Yamout
- Neurology Institute, Harley Street Medical Center, Abu Dhabi, United Arab Emirates
| | - Pascal Benkert
- Neurologic Clinic and Policlinic, MS Center and Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel, Basel, Switzerland
| | - Jens Kuhle
- Neurologic Clinic and Policlinic, MS Center and Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel, Basel, Switzerland
| | - Ludwig Kappos
- Neurologic Clinic and Policlinic, MS Center and Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel, Basel, Switzerland
| | - Izanne Roos
- CORe, Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
- Neuroimmunology Centre, Department of Neurology, Royal Melbourne Hospital, Melbourne, Victoria, Australia
| | - Tomas Kalincik
- CORe, Department of Medicine, University of Melbourne, Melbourne, Victoria, Australia
- Neuroimmunology Centre, Department of Neurology, Royal Melbourne Hospital, Melbourne, Victoria, Australia
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9
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Siriratnam P, Huda S, Van der Walt A, Sanfilippo P, Sharmin S, Foong YC, Yeh WZ, Zhu C, Khoury SJ, Csepany T, Willekens B, Etemadifar M, Ozakbas S, Nytrova P, Altintas A, Al-Asmi A, Ramo-Tello C, Laureys G, Patti F, Horakova D, Foschi M, Boz C, McCombe P, Turkoglu R, Roos I, Lechner-Scott J, Kalincik T, Jokubaitis V, Butzkueven H, Monif M. Progression independent of relapse activity and relapse-associated worsening in seronegative NMOSD: an international cohort study. J Neurol 2025; 272:339. [PMID: 40227344 PMCID: PMC11996963 DOI: 10.1007/s00415-025-13064-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2025] [Revised: 03/21/2025] [Accepted: 03/23/2025] [Indexed: 04/15/2025]
Abstract
BACKGROUND Previous studies have indicated that progression independent of relapse activity (PIRA) is uncommon in patients with aquaporin- 4 antibody-positive (AQP4-IgG) neuromyelitis optica spectrum disorder (NMOSD). However, the patterns of disability accumulation in seronegative NMOSD are unknown. This study aimed to evaluate the prevalence of PIRA and relapse-associated worsening (RAW) in seronegative NMOSD. METHODS We conducted a retrospective, multicentre cohort study of seronegative NMOSD patients from the MSBase registry. Inclusion criteria required at least three recorded expanded disability status scale (EDSS) scores: baseline, progression, and 6 months confirmed disability progression (CDP). For those with 6-month CDP, the presence or absence of relapse between baseline and progression determined the classification as RAW or PIRA, respectively. Descriptive statistics were employed to present the data. RESULTS This study included 93 patients, with a median follow-up duration of 5.0 years (Q1 2.8, Q3 8.4). The cohort predominantly consisted of female patients (77.4%), with a median age of onset of 33.9 years (Q1 26.1, Q3 41.2). PIRA was observed in 1 case (1.1%), whilst RAW was documented in 7 cases (7.5%). CONCLUSION This international cohort study confirms that CDP is uncommon in seronegative NMOSD. Given more than three quarters of CDP occur due to RAW, therapeutic strategies should focus primarily on preventing relapses.
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Affiliation(s)
- Pakeeran Siriratnam
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
- Department of Neurology, Alfred Health, Melbourne, VIC, Australia
- Department of Neurology, Walton Centre NHS Foundation Trust, Liverpool, UK
| | - Saif Huda
- Department of Neurology, Walton Centre NHS Foundation Trust, Liverpool, UK
| | - Anneke Van der Walt
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
- Department of Neurology, Alfred Health, Melbourne, VIC, Australia
| | - Paul Sanfilippo
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
- Department of Neurology, Alfred Health, Melbourne, VIC, Australia
| | - Sifat Sharmin
- Department of Neurology, Neuroimmunology Centre, The Royal Melbourne Hospital, Parkville, VIC, Australia
- CORe, Department of Medicine, University of Melbourne, Melbourne, VIC, Australia
| | - Yi Chao Foong
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
- Department of Neurology, Alfred Health, Melbourne, VIC, Australia
- Royal Hobart Hospital, Hobart, TAS, Australia
| | - Wei Zhen Yeh
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
- Department of Neurology, Alfred Health, Melbourne, VIC, Australia
| | - Chao Zhu
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Samia J Khoury
- Nehme and Therese Tohme Multiple Sclerosis Center, American University of Beirut Medical Center, Beirut, Lebanon
| | - Tunde Csepany
- Department of Neurology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Barbara Willekens
- Department of Neurology, Antwerp University Hospital, Drie Eikenstraat 655, 2650, Edegem, Belgium
- Translational Neurosciences Research Group, Faculty of Medicine and Health Sciences, University of Antwerp, Universiteitsplein 1, 2610, Wilrijk, Belgium
| | - Masoud Etemadifar
- Faculty of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
- Neurology, Dr. Etemadifar MS Institute, Isfahan, Iran
| | - Serkan Ozakbas
- Izmir University of Economics, Medical Point Hospital, Izmir, Turkey
- Multiple Sclerosis Research Association, Izmir, Turkey
| | - Petra Nytrova
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic
| | - Ayse Altintas
- Department of Neurology, School of Medicine, Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey
| | - Abdullah Al-Asmi
- College of Medicine & Health Sciences and Sultan, Qaboos University Hospital, Sultan Qaboos University, Al-Khodh, Oman
| | | | - Guy Laureys
- Department of Neurology, Universitary Hospital Ghent, Ghent, Belgium
| | - Francesco Patti
- Department of Medical and Surgical Sciences and Advanced Technologies, GF Ingrassia, Catania, Italy
- Multiple Sclerosis Unit, AOU Policlinico G Rodolico-San Marco, University of Catania, Via Santa Sofia 78, 95123, Catania, Italy
| | - Dana Horakova
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic
| | - Matteo Foschi
- Department of Neurology, Medical Faculty, Karadeniz Technical University, Trabzon, Turkey
- Department of Biotechnological and Applied Clinical Sciences (DISCAB), University of L'Aquila, L'Aquila, Italy
| | - Cavit Boz
- Department of Neurology, Medical Faculty, Karadeniz Technical University, Trabzon, Turkey
| | - Pamela McCombe
- Department of Neurology, Royal Brisbane Hospital, Brisbane, Australia
- University of Queensland, Brisbane, Australia
| | - Recai Turkoglu
- Department of Neurology, Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey
| | - Izanne Roos
- Department of Neurology, Neuroimmunology Centre, The Royal Melbourne Hospital, Parkville, VIC, Australia
- CORe, Department of Medicine, University of Melbourne, Melbourne, VIC, Australia
| | - Jeannette Lechner-Scott
- Hunter Medical Research Institute, University of Newcastle, NeurologyNewcastle, Australia
- Hunter New England Health, John Hunter Hospital, New Lambton Heights, NSW, Australia
| | - Tomas Kalincik
- Department of Neurology, Neuroimmunology Centre, The Royal Melbourne Hospital, Parkville, VIC, Australia
- CORe, Department of Medicine, University of Melbourne, Melbourne, VIC, Australia
| | - Vilija Jokubaitis
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
- Department of Neurology, Alfred Health, Melbourne, VIC, Australia
| | - Helmut Butzkueven
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia
- Department of Neurology, Alfred Health, Melbourne, VIC, Australia
| | - Mastura Monif
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC, Australia.
- Department of Neurology, Alfred Health, Melbourne, VIC, Australia.
- Department of Neurology, Neuroimmunology Centre, The Royal Melbourne Hospital, Parkville, VIC, Australia.
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10
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Oreja-Guevara C, Meca-Lallana JE, Gómez-Estévez I, Ara JR, Pérez MÁH, Gil JG, Torres AMA, de la Fuente BP, Ramió-Torrentà L, Madueño SE, Gascón-Giménez F, Casanova B, Martínez-Yélamos S, Valcárcel MA, Ginés MLM, Montero YEB, Real AML, González-Quintanilla V, de Silanes CL, Martínez-Rodríguez JE, Costa-Frossard L, Redondo MG, Fontcuberta AL, Castellanos-Pinedo F, Merino JAG, Fernández CM, Castillo-Triviño T, Meca-Lallana V, Martínez JP, Rodríguez-Antigüedad A, González JMP, Morales EA, Molina IP, Sánchez DMS, Varo NH, Vázquez MA, Barrios JMR, Río J. Economic burden of secondary progressive multiple sclerosis: DISCOVER study. BMC Health Serv Res 2025; 25:525. [PMID: 40205406 PMCID: PMC11983732 DOI: 10.1186/s12913-025-12592-1] [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: 04/02/2024] [Accepted: 03/17/2025] [Indexed: 04/11/2025] Open
Abstract
BACKGROUND To estimate the socioeconomic burden of people with secondary progressive multiple sclerosis (pwSPMS), considering direct health care, direct non-health care, and indirect costs, and to evaluate the relationship between costs and patients' functional outcomes. METHODS Observational, cross-sectional, multicenter study with retrospective real-life clinical practice data collection from pwSPMS visiting the neurology services of 34 hospitals during 2019-2020. Clinical data included Expanded Disability Status Scale scores, number of relapses, magnetic resonance imaging, disease-modifying treatment (DMT), symptoms, and comorbidities from 24 months before the study visit. Resource use and allied costs were collected 12 months before the study visit. Patient-reported outcomes, functional and cognitive scales were also collected. RESULTS 70% of pwSPMS used primary care services, and nearly 50% needed assistance in a daycare or rehabilitation center. Almost 60% of the participants were receiving DMT at the study visit, and 80% needed support for domestic/housekeeping tasks. More than 90% were inactive at work, with nearly 80% taking early retirement. The estimated total annual cost per pwSPMS in Spain was almost €41,500, of which more than 50% (€21,400) were indirect costs, followed by direct health care costs (30%, €11,300), and, finally, direct non-health care costs (about 20%, €8,800). Older patients with severe disabilities and worse functional outcomes incurred higher costs. CONCLUSIONS SPMS is a major burden on health care systems, patients, and society as a whole. Health care and societal policies should be aimed at improving the SPMS care pathway and minimizing patients' funding of direct non-health care costs. TRIAL REGISTRATION The trial is a non-interventional study. The NCC code is CBAF312AES01/NOV-EMS-2019-01.
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Affiliation(s)
- Celia Oreja-Guevara
- Neurology Department, CSUR Multiple Sclerosis, Hospital Universitario Clínico San Carlos, IdISCC, Planta Sexta Norte, Calle del Prof. Martín Lagos, Madrid, 28040, Spain.
- Medical Department, Medicine Faculty, Complutense University of Madrid (UCM), Madrid, Spain.
| | - José E Meca-Lallana
- Neurology Department, CSUR Multiple Sclerosis and Clinical Neuroimmunology Unit, Virgen de La Arrixaca Clinical University Hospital, IMIB-Arrixaca, Murcia, Spain
| | - Irene Gómez-Estévez
- Neurology Department, CSUR Multiple Sclerosis, Hospital Universitario Clínico San Carlos, IdISCC, Planta Sexta Norte, Calle del Prof. Martín Lagos, Madrid, 28040, Spain
| | - José-Ramón Ara
- Neurology Department, Miguel Servet University Hospital, Zaragoza, Spain
| | | | - Julia Gracia Gil
- Neurology Department, Albacete University Hospital Complex, Albacete, Spain
| | - Ana María Alonso Torres
- Neurology Department, CSUR Multiple Sclerosis, Málaga Regional University Hospital, Málaga, Spain
| | | | - Lluís Ramió-Torrentà
- Neurology Department, Neuroimmunology and Multiple Sclerosis Unit, Department of Medical Sciences, Dr. Josep Trueta University Hospital, IDIBGI, University of Girona, Girona, Spain
| | | | | | - Bonaventura Casanova
- Neuroinmunology Unit, University and Polytechnic La Fe Hospital, Valencia, Spain
| | - Sergio Martínez-Yélamos
- Neurology Department, Hospital Universitari de Bellvitge-IDIBELL, Hospitalet De Llobregat, Spain
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - José María Prieto González
- Neurology Department, Santiago Clinical University Hospital, Health Research Institute of Santiago de Compostela (IDIS), Santiago de Compostela, Spain
| | | | | | | | | | | | | | - Jordi Río
- Neurology Department, CEMCAT, Vall d'Hebron University Hospital, Barcelona, Spain
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11
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Magyari M, Elberling F, Koch‐Henriksen N. The Phenotypes of Multiple Sclerosis Differ Significantly in Relative and Excess Mortality. Eur J Neurol 2025; 32:e70122. [PMID: 40243212 PMCID: PMC12004394 DOI: 10.1111/ene.70122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2024] [Revised: 02/10/2025] [Accepted: 03/09/2025] [Indexed: 04/18/2025]
Abstract
BACKGROUND Patients With Multiple Sclerosis (MS) Have Higher Mortality Than Matched Background Populations. We Compare Relative and Excess Mortality in MS Over the Matched Background Populations Between Primary Progressive MS (PPMS), relapsing Onset MS (ROMS), and Secondary Progressive MS (SPMS). METHODS We included all patients from the nationwide and complete Danish MS Registry with onset 1994-2022 and compared the extra mortality of the MS phenotypes in terms of relative and excess mortality, with adjustment for sex, age at onset, disease-modifying treatment, and number of recorded relapses. We calculated the adjusted ratios of relative and excess mortalities between PPMS and ROMS and between PPMS and SPMS. RESULTS The initial course was unknown in 221, leaving 1412 cases with PPMS (which includes progressive relapsing MS) and 12,449 cases with ROMS. 627 had died during follow-up by the end of 2022. After adjustment, both ratios between PPMS and ROMS came close to unity, indicating that the excess mortality is equal for PPMS and ROMS in the long run. The adjusted relative and additive mortalities were factors 6.05 (95% CI 4.42-8.27) and 1.90 (95% CI 1.65-2.18) higher in SPMS than in PPMS. CONCLUSIONS Compared with the matched population, the adjusted relative and excess mortalities are the same for PPMS and ROMS. However, SPMS had a higher relative and excess mortality than PPMS, probably in part owing to the burden of disease carried over from the pre-progressive phase. This underlines the need for effective treatment in this later stage of the disease and more attention to comorbidity.
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Affiliation(s)
- Melinda Magyari
- The Danish Multiple Sclerosis RegistryCopenhagen University Hospital—RigshospitaletCopenhagenDenmark
- Danish Multiple Sclerosis Center, Department of NeurologyCopenhagen University Hospital—RigshospitaletGlostrupDenmark
- Institute for Clinical MedicineUniversity of CopenhagenCopenhagenDenmark
| | - Frederik Elberling
- The Danish Multiple Sclerosis RegistryCopenhagen University Hospital—RigshospitaletCopenhagenDenmark
| | - Nils Koch‐Henriksen
- The Danish Multiple Sclerosis RegistryCopenhagen University Hospital—RigshospitaletCopenhagenDenmark
- Department of Clinical EpidemiologyAarhus University HospitalAarhusDenmark
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Quintanilla-Bordás C, Fernández-Patón M, Ten A, Ferrer-Pardo C, Carratala-Bosca S, Castillo-Villalba J, Cubas-Núñez L, Gasqué-Rubio R, Verdini-Martínez L, Pérez-Miralles F, Martí-Bonmatí L, Casanova B. Dynamic 18 F-FDG PET to detect differences among patients with progressive and relapsing multiple sclerosis: a pilot study. Neurol Sci 2025; 46:1783-1787. [PMID: 39692831 DOI: 10.1007/s10072-024-07921-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: 01/24/2024] [Accepted: 12/02/2024] [Indexed: 12/19/2024]
Abstract
BACKGROUND Patients with multiple sclerosis (MS) may remain in a relapsing-remitting (RRMS) course despite long-standing disease, while others will develop secondary progression (SPMS). Chronic inflammation and changes in the blood-brain barrier resulting in perturbed glucose metabolism may account for these differences. PET-MRI with kinetic analysis of 2-deoxy-2(18 F)fluoro-d-glucose (18 F-FDG) provides insight into glucose metabolism and has proven useful in several chronic inflammatory diseases. However, to our knowledge, it has never been studied in MS. OBJECTIVE To explore potential differences in glucose distribution kinetics among individuals with long-standing SPMS and RRMS using dynamic 18-F-FDG PET-MRI. METHODS Dynamic 18-F-FDG PET-MRI scans were obtained in 11 patients with long-standing MS: 4 with RRMS and 7 with SPMS. Kinetic analysis of PET data was performed using a three-compartment model equation that represents plasma, tissue and 18 F-FDG phosphorylation. Individual rate constants of 18-F-FDG across the compartments were calculated. RESULTS Patients with SPMS exhibited a trend towards an increased net influx rate of glucose (p = 0.059) and an increased rate constant representing glucose phosphorylation. Together, the data suggest increased uptake of glucose and glycolysis in these patients. CONCLUSION Dynamic 18 F-FDG PET-MRI is a feasible technique that may show information in vivo of glucose metabolism in MS. Although preliminary data suggest a potential radiological marker of progression in MS, further studies are required to confirm this hypothesis.
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Affiliation(s)
- Carlos Quintanilla-Bordás
- Neuroimmunology Unit, La Fe University and Polytechnic Hospital, Avda. Fernando Abril Martorell, 106, Valencia, 46026, Spain.
| | - Matías Fernández-Patón
- Grupo de Investigación Biomédica de Imagen, Health Research Institute Hospital La Fe, Valencia, Spain
| | - Amadeo Ten
- Grupo de Investigación Biomédica de Imagen, Health Research Institute Hospital La Fe, Valencia, Spain
| | - Cristina Ferrer-Pardo
- Neuroimmunology Unit, La Fe University and Polytechnic Hospital, Avda. Fernando Abril Martorell, 106, Valencia, 46026, Spain
| | | | | | - Laura Cubas-Núñez
- Neuroimmunology Unit, Health Research Institute Hospital La Fe, Valencia, Spain
| | - Raquel Gasqué-Rubio
- Neuroimmunology Unit, Health Research Institute Hospital La Fe, Valencia, Spain
| | | | - Francisco Pérez-Miralles
- Neuroimmunology Unit, La Fe University and Polytechnic Hospital, Avda. Fernando Abril Martorell, 106, Valencia, 46026, Spain
| | - Luís Martí-Bonmatí
- Medical Imaging department, La Fe University and Polytechnic Hospital, Valencia, Spain
| | - Bonaventura Casanova
- Neuroimmunology Unit, La Fe University and Polytechnic Hospital, Avda. Fernando Abril Martorell, 106, Valencia, 46026, Spain
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Klistorner S, Barnett MH, Wang C, Van der Walt A, Butzkueven H, Gong Z, Bouhrara M, Parratt J, Yiannikas C, Klistorner A. Choroid Plexus Enlargement in Secondary Progressive MS: phenotype comparison. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2025:2025.03.31.25324925. [PMID: 40236440 PMCID: PMC11998839 DOI: 10.1101/2025.03.31.25324925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 04/17/2025]
Abstract
Background The choroid plexus (CP) is increasingly recognised as a contributor to chronic inflammation in multiple sclerosis (MS). While CP enlargement is reported in early MS, its role in secondary progressive MS (SPMS) is poorly understood. Objective We aimed to quantify CP volume in SPMS and compare it to relapsing-remitting MS (RRMS) and clinically isolated syndrome (CIS), and to assess associations with disease severity and progression. Methods CP volumes were manually segmented and normalised to intracranial volume. Age correction was applied using a healthy control cohort. Cross-sectional and longitudinal analyses evaluated relationships with ventricular volume, lesion burden, and brain atrophy. Results CP volume increased significantly across MS phenotypes: SPMS patients showed 26% higher CP volume than CIS (p=0.010) and 17% higher than RRMS (p=0.034). CP enlargement in SPMS was independent of ventricular size, indicating distinct underlying mechanisms. While lesion burden was the primary determinant of brain atrophy in SPMS, longitudinal data revealed significant associations between CP volume, chronic lesion expansion (r2=0.31), and brain volume loss (r2=0.52). Conclusion CP enlargement is a progressive feature of MS, not driven by ventricular expansion. In SPMS, it may reflect ongoing inflammation contributing to tissue damage, supporting its role as a biomarker.
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Affiliation(s)
- Samuel Klistorner
- Save Sight Institute, Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
| | - Michael H Barnett
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
- Sydney Neuroimaging Analysis Centre, Camperdown, New South Wales, Australia
- Royal Prince Alfred Hospital, Sydney, New South Wales, Australia
| | - Chenyu Wang
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
- Sydney Neuroimaging Analysis Centre, Camperdown, New South Wales, Australia
| | - Anneke Van der Walt
- Monash University, Victoria, Australia
- Alfred Health, Melbourne, Victoria, Australia
| | | | - Zhaoyuan Gong
- Laboratory of Clinical Investigation, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Mustapha Bouhrara
- Laboratory of Clinical Investigation, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - John Parratt
- Laboratory of Clinical Investigation, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Con Yiannikas
- Laboratory of Clinical Investigation, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA
| | - Alexander Klistorner
- Save Sight Institute, Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
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14
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Brieva L, Calles C, Landete L, Oreja-Guevara C. Current challenges in secondary progressive multiple sclerosis: diagnosis, activity detection and treatment. Front Immunol 2025; 16:1543649. [PMID: 40191208 PMCID: PMC11968352 DOI: 10.3389/fimmu.2025.1543649] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2024] [Accepted: 02/25/2025] [Indexed: 04/09/2025] Open
Abstract
Approximately 50% diagnosed with relapsing-remitting multiple sclerosis (RRMS) transition to secondary progressive multiple sclerosis (SPMS) within 20 years following disease onset. However, early diagnosis of SPMS and effective treatment remain important clinical challenges. The lack of established diagnostic criteria often leads to delays in identifying SPMS. Also, there are limited disease-modifying therapies (DMTs) available for progressive forms of MS, and these therapies require evidence of disease activity to be initiated. This review examines the challenges in diagnosing SPMS at an early stage and summarizes the current and potential use of biomarkers of disease progression in clinical practice. We also discuss the difficulties in initiating the DMTs indicated for active SPMS (aSPMS), particularly in patients already undergoing treatment with DMTs that suppress disease activity, which may mask the presence of inflammatory activity required for the therapy switch. The article also addresses the DMTs available for both active and non-active SPMS, along with the clinical trials that supported the approval of DMTs indicated for aSPMS or relapsing MS in Europe, which includes aSPMS. We also offer insights on when discontinuing these treatments may be appropriate.
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Affiliation(s)
- Luis Brieva
- Neurology Department, Hospital Universitari Arnau de Vilanova, Lleida, Spain
- Medicine Department, Universitat de Lleida (UdL), Lleida, Spain
- Neuroimmunology Group, Institut de Recerca Biomedica de Lleida (IRBLLEIDA), Lleida, Spain
| | - Carmen Calles
- Neurology Department, Hospital Universitario Son Espases, Palma de Mallorca, Spain
| | - Lamberto Landete
- Neurology Department, Hospital Universitario Doctor Peset, Valencia, Spain
| | - Celia Oreja-Guevara
- Department of Neurology, Hospital Clinico San Carlos, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Madrid, Spain
- Departament of Medicine, Medicine Faculty, Universidad Complutense de Madrid (UCM), Madrid, Spain
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15
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Meuth SG, Wolff S, Mück A, Willison A, Kleinschnitz K, Räuber S, Pawlitzki M, Konen FF, Skripuletz T, Grothe M, Ruck T, Huttner HB, Kleinschnitz C, Bopp T, Pul R, Cree BAC, Hartung H, Möllenhoff K, Pfeuffer S. Different Treatment Outcomes of Multiple Sclerosis Patients Receiving Ocrelizumab or Ofatumumab. Ann Neurol 2025; 97:583-595. [PMID: 39582359 PMCID: PMC11831887 DOI: 10.1002/ana.27143] [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: 04/08/2024] [Revised: 10/12/2024] [Accepted: 11/06/2024] [Indexed: 11/26/2024]
Abstract
OBJECTIVE B-cell-depletion via CD20 antibodies is a safe and effective treatment for active relapsing multiple sclerosis (RMS). Both ocrelizumab (OCR) and ofatumumab (OFA) have demonstrated efficacy in randomized controlled trials and are approved for treatment of RMS, yet nothing is known on their comparative effectiveness, especially in the real-world setting. METHODS This prospective cohort study includes patients that were started on either OCR or OFA between September 2021 and December 2023. Patients were followed until June 2024 and recruited at 3 large tertiary centers in Germany (Duesseldorf, Essen, and Giessen). Propensity-score-matching was used to address baseline imbalances among patients. Clinical relapses, presence of new or enlarging MRI lesions and 6-month confirmed disability worsening were evaluated. Non-inferiority of OFA compared to OCR was evaluated through comparison of Kaplan-Meier-estimates. RESULTS A total of 1,138 patients were initially enrolled in the cohort. Following patient selection and propensity-score-matching, 544 OCR and 417 OFA patients were included in the final analysis. In our primary analysis, OFA was non-inferior to OCR in terms of relapses, disability progression, and accrual of MRI lesions. Subgroup analyses confirmed findings in previously naïve and platform-treated patients. Potential differences between OFA and OCR were seen in patients switching from S1P receptor modulators or natalizumab. CONCLUSION We here provide comparative data on the effectiveness of OCR and OFA in patients with active RMS. OFA was non-inferior to OCR in the overall cohort. Potential differences observed in patients switching from S1P receptor modulators or natalizumab require further validation. ANN NEUROL 2025;97:583-595.
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Affiliation(s)
- Sven G. Meuth
- Department of Neurology, University Hospital DuesseldorfHeinrich‐Heine‐University DuesseldorfDuesseldorfGermany
| | - Stephanie Wolff
- Department of Neurology, University Hospital Giessen and MarburgJustus‐Liebig‐University GiessenGiessenGermany
| | - Anna Mück
- Department of Neurology, University Hospital Giessen and MarburgJustus‐Liebig‐University GiessenGiessenGermany
| | - Alice Willison
- Department of Neurology, University Hospital DuesseldorfHeinrich‐Heine‐University DuesseldorfDuesseldorfGermany
| | - Konstanze Kleinschnitz
- Department of Neurology and Center for Translational Neuro‐ and Behavioral Sciences (C‐TNBS), University Hospital EssenUniversity Duisburg‐EssenDuisburgGermany
| | - Saskia Räuber
- Department of Neurology, University Hospital DuesseldorfHeinrich‐Heine‐University DuesseldorfDuesseldorfGermany
| | - Marc Pawlitzki
- Department of Neurology, University Hospital DuesseldorfHeinrich‐Heine‐University DuesseldorfDuesseldorfGermany
| | | | | | - Matthias Grothe
- Department of NeurologyUniversity Medicine GreifswaldGreifswaldGermany
| | - Tobias Ruck
- Department of Neurology, University Hospital DuesseldorfHeinrich‐Heine‐University DuesseldorfDuesseldorfGermany
| | - Hagen B. Huttner
- Department of Neurology, University Hospital Giessen and MarburgJustus‐Liebig‐University GiessenGiessenGermany
| | - Christoph Kleinschnitz
- Department of Neurology and Center for Translational Neuro‐ and Behavioral Sciences (C‐TNBS), University Hospital EssenUniversity Duisburg‐EssenDuisburgGermany
| | - Tobias Bopp
- Institute of ImmunologyUniversity Medical Center MainzMainzGermany
- Research Center for Immunotherapy (FZI)University Medical Center MainzMainzGermany
| | - Refik Pul
- Department of Neurology and Center for Translational Neuro‐ and Behavioral Sciences (C‐TNBS), University Hospital EssenUniversity Duisburg‐EssenDuisburgGermany
| | - Bruce A. C. Cree
- UCSF Weill institute for Neurosciences, Department of NeurologyUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Hans‐Peter Hartung
- Department of Neurology, University Hospital DuesseldorfHeinrich‐Heine‐University DuesseldorfDuesseldorfGermany
| | - Kathrin Möllenhoff
- Institute of Medical Statistics and Computational Biology, Faculty of MedicineUniversity of CologneCologneGermany
- Mathematical InstituteHeinrich‐Heine‐University DuesseldorfDuesseldorfGermany
| | - Steffen Pfeuffer
- Department of Neurology, University Hospital Giessen and MarburgJustus‐Liebig‐University GiessenGiessenGermany
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16
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Zhuo Z, Zhang N, Ao F, Hua T, Duan Y, Xu X, Weng J, Cao G, Li K, Zhou F, Li H, Li Y, Han X, Haller S, Barkhof F, Hu G, Shi F, Zhang X, Tian D, Liu Y. Spatial structural abnormality maps associated with cognitive and physical performance in relapsing-remitting multiple sclerosis. Eur Radiol 2025; 35:1228-1241. [PMID: 39470796 DOI: 10.1007/s00330-024-11157-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Revised: 07/21/2024] [Accepted: 09/02/2024] [Indexed: 11/01/2024]
Abstract
OBJECTIVES We aimed to characterize the brain abnormalities that are associated with the cognitive and physical performance of patients with relapsing-remitting multiple sclerosis (RRMS) using a deep learning algorithm. MATERIALS AND METHODS Three-dimensional (3D) nnU-Net was employed to calculate a novel spatial abnormality map by T1-weighted images and 281 RRMS patients (Dataset-1, male/female = 101/180, median age [range] = 35.0 [17.0, 65.0] years) were categorized into subtypes. Comparison of clinical and MRI features between RRMS subtypes was conducted by Kruskal-Wallis test. Kaplan-Meier analysis was conducted to investigate disability progression in RRMS subtypes. Additional validation using two other RRMS datasets (Dataset-2, n = 33 and Dataset-3, n = 56) was conducted. RESULTS Five RRMS subtypes were identified: (1) a Frontal-I subtype showing preserved cognitive performance and mild physical disability, and low risk of disability worsening; (2) a Frontal-II subtype showing low cognitive scores and severe physical disability with significant brain volume loss, and a high propensity for disability worsening; (3) a temporal-cerebellar subtype demonstrating lowest cognitive scores and severest physical disability among all subtypes but remaining relatively stable during follow-up; (4) an occipital subtype demonstrating similar clinical and imaging characteristics as the Frontal-II subtype, except a large number of relapses at baseline and preserved cognitive performance; and (5) a subcortical subtype showing preserved cognitive performance and low physical disability but a similar prognosis as the occipital and Frontal-II subtypes. Additional validation confirmed the above findings. CONCLUSION Spatial abnormality maps can explain heterogeneity in cognitive and physical performance in RRMS and may contribute to stratified management. KEY POINTS Question Can a deep learning algorithm characterize the brain abnormalities associated with the cognitive and physical performance of patients with RRMS? Findings Five RRMS subtypes were identified by the algorithm that demonstrated variable cognitive and physical performance. Clinical relevance The spatial abnormality maps derived RRMS subtypes had distinct cognitive and physical performances, which have a potential for individually tailored management.
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Affiliation(s)
- Zhizheng Zhuo
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
| | - Ningnannan Zhang
- Department of Radiology and Tianjin Key Laboratory of Functional Imaging, Tianjin Medical University General Hospital, Tianjin, China
| | - Feng Ao
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Department of Radiology, Renmin Hospital, Hubei University of Medicine, Shiyan, China
| | - Tiantian Hua
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yunyun Duan
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Xiaolu Xu
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Jinyuan Weng
- Department of Medical Imaging Product, Neusoft Group Ltd., Shenyang, People's Republic of China
| | - Guanmei Cao
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Kuncheng Li
- Department of Radiology, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Fuqing Zhou
- Department of Radiology, The First Affiliated Hospital, Nanchang University, Nanchang, China
| | - Haiqing Li
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai, China
| | - Yongmei Li
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Xuemei Han
- Department of Neurology, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Sven Haller
- Department of Imaging and Medical Informatics, University Hospitals of Geneva and Faculty of Medicine of the University of Geneva, Geneva, Switzerland
| | - Frederik Barkhof
- Department of Radiology and Nuclear Medicine, Amsterdam, The Netherlands
- Queen Square Institute of Neurology and Center for Medical Image Computing, University College London, London, UK
| | - Geli Hu
- Clinical and Technical Support, Philips Healthcare, Beijing, China
| | - Fudong Shi
- China National Clinical Research Center for Neurological Diseases, Beijing, China
- Department of Neurology, Tianjin Neurological Institute, Tianjin Medical University General Hospital, Tianjin, China
| | - Xinghu Zhang
- Center for Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Decai Tian
- Center for Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yaou Liu
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
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17
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Rubino V, Cammarota M, Criscuolo C, Cianflone A, De Martino M, de Rosa V, Esposito F, Abbadessa G, Carriero F, Terrazzano G, Chieffi P, Bonavita S, Bresciamorra V, Annunziato L, Ruggiero G, Boscia F. Modulation of NCX1 expression in monocytes associates with multiple sclerosis progression. Heliyon 2025; 11:e42332. [PMID: 40041001 PMCID: PMC11876900 DOI: 10.1016/j.heliyon.2025.e42332] [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: 05/17/2024] [Revised: 01/16/2025] [Accepted: 01/28/2025] [Indexed: 03/06/2025] Open
Abstract
Ionic imbalance and functional heterogeneity of monocytes play key roles in multiple sclerosis (MS) progression. A better understanding of monocyte response in the context of ionic dysregulation during MS course may have relevant implications for understanding of disease pathogenesis and treatments. The sodium calcium exchanger NCX1 influences monocyte-derived macrophages reactivity under inflammation; however, little is known about its monocyte-specific expression during MS course. By means of RT-PCR, flow cytometry, and confocal analyses, we determined the expression profiling of NCX1 exchanger in monocytes of patients during relapsing-remitting MS (RRMS) and secondary progressive MS (SPMS) course. NCX1 expression was significantly upregulated in monocytes from transitional RRMS subjects. Conversely, it was significantly reduced in all monocyte subsets after RRMS conversion to SPMS. Interestingly, NCX1 levels in monocytes significantly correlated with the percentage and growth ability of the regulatory T cell (Treg) subset, whose derangement underlies MS progression. Perturbation of transcripts encoding the Ca2+-ATPase isoform 1 and 4, the Na+/K+-ATPase α1 subunit, and the long non-coding RNA SLC8A1-AS1 associated with NCX1 changes in peripheral blood mononuclear cells (PBMC) during MS. Our findings demonstrated a stage-specific dysregulation of NCX1 exchanger in monocytes during MS progression and suggested that ionic imbalance in monocytes may influence not only their functional response but also the immune regulatory network during MS course. These data may be relevant for the identification of novel biomarkers and/or therapeutic targets in MS.
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Affiliation(s)
- Valentina Rubino
- Department of Medical Translational Sciences, School of Medicine, “Federico II” University of Naples, 80131, Naples, Italy
| | - Mariarosaria Cammarota
- Department of Neuroscience, Reproductive Sciences and Dentistry, School of Medicine, “Federico II” University of Naples, 80131, Naples, Italy
| | - Chiara Criscuolo
- Department of Neuroscience, Reproductive Sciences and Dentistry, School of Medicine, “Federico II” University of Naples, 80131, Naples, Italy
- CDCD Neurology, “Federico II” University Hospital, Naples, Italy
| | - Alessandra Cianflone
- Clinical and Translational Research Unit, Santobono-Pausilipon Children's Hospital, 80129, Naples, Italy
| | - Marco De Martino
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, 80138, Naples, Italy
- Department of Molecular Medicine and Medical Biotechnology, University of Naples “Federico II”, Naples, Italy
| | - Valeria de Rosa
- Department of Neuroscience, Reproductive Sciences and Dentistry, School of Medicine, “Federico II” University of Naples, 80131, Naples, Italy
| | - Francesco Esposito
- Institute of Experimental Endocrinology and Oncology (IEOS) “G. Salvatore”, National Research Council (CNR), 80131, Naples, Italy
| | - Gianmarco Abbadessa
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, 80138, Naples, Italy
| | - Flavia Carriero
- Department of Health Science, University of Basilicata, 85100, Potenza, Italy
| | - Giuseppe Terrazzano
- Department of Health Science, University of Basilicata, 85100, Potenza, Italy
| | - Paolo Chieffi
- Department of Precision Medicine, University of Campania “Luigi Vanvitelli”, 80138, Naples, Italy
| | - Simona Bonavita
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, 80138, Naples, Italy
| | - Vincenzo Bresciamorra
- Department of Neuroscience, Reproductive Sciences and Dentistry, School of Medicine, “Federico II” University of Naples, 80131, Naples, Italy
- Multiple Sclerosis Unit, Policlinico “Federico II” University Hospital, 80131, Naples, Naples, Italy
| | | | - Giuseppina Ruggiero
- Department of Medical Translational Sciences, School of Medicine, “Federico II” University of Naples, 80131, Naples, Italy
| | - Francesca Boscia
- Department of Neuroscience, Reproductive Sciences and Dentistry, School of Medicine, “Federico II” University of Naples, 80131, Naples, Italy
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18
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Rida Zainab S, Zeb Khan J, Khalid Tipu M, Jahan F, Irshad N. A review on multiple sclerosis: Unravelling the complexities of pathogenesis, progression, mechanisms and therapeutic innovations. Neuroscience 2025; 567:133-149. [PMID: 39709058 DOI: 10.1016/j.neuroscience.2024.12.029] [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: 10/24/2024] [Revised: 11/25/2024] [Accepted: 12/14/2024] [Indexed: 12/23/2024]
Abstract
Multiple sclerosis (MS) is a chronic, inflammatory demyelinating disorder of the central nervous system (CNS) targeting myelinated axons. Pathogenesis of MS entails an intricate genetic, environmental, and immunological interaction. Dysregulation of immune response i.e. autoreactive T & B-Cells and macrophage infiltration into the CNS leads to inflammation, demyelination, and neurodegeneration. Disease progression of MS varies among individuals transitioning from one form of relapsing-remitting to secondary progressive MS (SPMS). Research advances have unfolded various molecular targets involved in MS from oxidative stress to blood-brain barrier (BBB) disruption. Different pathways are being targeted so far such as inflammatory and cytokine signaling pathways to overcome disease progression. Therapeutic innovations have significantly transformed the management of MS, especially the use of disease-modifying therapies (DMTs) to reduce relapse rates and control disease progression. Advancements in research, neuroprotective strategies, and remyelination strategies hold promising results in reversing CNS damage. Various mice models are being adopted for testing new entities in MS research.
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Affiliation(s)
- Syeda Rida Zainab
- Department of Pharmacy, Faculty of Biological Sciences, Quaid-i-Azam University, Islamabad, Pakistan.
| | - Jehan Zeb Khan
- Department of Pharmacy, Faculty of Biological Sciences, Quaid-i-Azam University, Islamabad, Pakistan.
| | - Muhammad Khalid Tipu
- Department of Pharmacy, Faculty of Biological Sciences, Quaid-i-Azam University, Islamabad, Pakistan.
| | - Faryal Jahan
- Shifa College of Pharmaceutical Sciences, STMU, Islamabad, Pakistan.
| | - Nadeem Irshad
- Department of Pharmacy, Faculty of Biological Sciences, Quaid-i-Azam University, Islamabad, Pakistan.
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19
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Uzunoğlu GE, Yeldan İ, Gozubatik-Celik RG, Kuchimov SN, Tütüncü M. Effect of vestibular rehabilitation on kinetic and kinematic parameters of gait in patients with multiple sclerosis: A single-blind randomized controlled study. Mult Scler Relat Disord 2025; 94:106283. [PMID: 39879942 DOI: 10.1016/j.msard.2025.106283] [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: 10/07/2024] [Revised: 01/18/2025] [Accepted: 01/20/2025] [Indexed: 01/31/2025]
Abstract
BACKGROUND Multiple sclerosis (MS) patients frequently experience gait disturbances, which can be exacerbated in those with vestibular involvement. Various exercise approaches are available to address gait difficulties in this patient population, and the use of vestibular rehabilitation, in particular, has increased recently. However, the effects of this specific exercise approach on gait in MS patients remain unclear. Considering that gait comprises temporospatial, kinetic, and kinematic components, it is evident that existing research in this area is fairly limited. Therefore, our study aimed to evaluate the effect of a vestibular rehabilitation program compared to a conventional exercise program on kinetic and kinematic parameters of gait in patients with MS. METHODS MS patients aged 25-60 years with an EDSS score between 3.5 and 6.5 were included in the study. Participants were randomly assigned to either the vestibular rehabilitation group or the conventional exercise group. All participants underwent primary evaluation with Three-dimensional gait analysis and secondary assessments using the 2-Minute Walk Test, 10-Meter Walk Test, 5-Times Sit to Stand Test, and Visual Acuity Test. RESULTS The study was completed with 22 participants [age: 45.18 ± 10.22, EDSS: 4.00 (3.50 - 5.00)]. Pelvic tilt range of motion, knee varus/valgus, ankle maximum external rotation, mean ankle rotation angles and the peak knee extension moment in the 30-60 % cycle of gait showed statistically greater improvement in the vestibular rehabilitation group compared to the conventional exercise group in post-treatment. After exercise trainings, there was no significant difference in temporospatial data between the two groups. DISCUSSION It was concluded that supporting the rehabilitation programs of MS patients with VR exercises contributed to the improvement of various kinetic and kinematic parameters of gait.
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Affiliation(s)
- Gamze Ertürk Uzunoğlu
- Istanbul University - Cerrahpaşa, Vocational School of Health Services, Shadow Teaching Program for the Disabled, Istanbul, Türkiye; Istanbul University - Cerrahpaşa, Graduate School of Education, Physiotherapy and Rehabilitation, Istanbul, Türkiye.
| | - İpek Yeldan
- Istanbul University - Cerrahpaşa, Faculty of Health Sciences, Physiotherapy and Rehabilitation, Istanbul, Türkiye.
| | - Rabia Gokcen Gozubatik-Celik
- University of Health Sciences, Bakırköy Prof. Dr. Mazhar Osman Training and Research Hospital for Mental Health and Neurological Disorders, Department of Neurology, Istanbul, Türkiye.
| | - Shavkat Nadir Kuchimov
- Istanbul Kultur University, Motion Analysis Center, Istanbul, Türkiye; Istanbul Kultur University, Faculty of Health Sciences, Physiotherapy and Rehabilitation, Istanbul, Turkiye; Bogazici University, Instute of Biomedical Engineering, Istanbul, Türkiye.
| | - Mesude Tütüncü
- University of Health Sciences, Bakırköy Prof. Dr. Mazhar Osman Training and Research Hospital for Mental Health and Neurological Disorders, Department of Neurology, Istanbul, Türkiye.
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Filippi M, Amato MP, Avolio C, Gallo P, Gasperini C, Inglese M, Marfia GA, Patti F. Towards a biological view of multiple sclerosis from early subtle to clinical progression: an expert opinion. J Neurol 2025; 272:179. [PMID: 39891770 PMCID: PMC11787267 DOI: 10.1007/s00415-025-12917-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2024] [Revised: 01/12/2025] [Accepted: 01/15/2025] [Indexed: 02/03/2025]
Abstract
The classification of multiple sclerosis (MS) into the two distinct phases of relapsing-remitting and progressive, including primary progressive and secondary progressive phenotypes (PPMS and SPMS, respectively) has long been accepted; however, there are several unmet needs associated with this particular model. The observation that both inflammation and neurodegeneration are present from the onset of MS has resulted in a paradigm shift towards MS as a disease continuum driven by pathological mechanisms underlying clinical progression. Here we report the results from a meeting of Italian MS specialists, exploring the evolving perception of MS pathobiology and its implications for diagnosis and treatment. Insights garnered from the expert panel advocate for a redefined understanding of MS. This expert opinion paper reviews the disease continuum and the intertwined nature of inflammatory and neurodegenerative processes. Also, the need for changes in diagnostic criteria and treatment strategies, including the development of novel biomarkers and new therapies targeting smouldering disease, is discussed.
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Affiliation(s)
- Massimo Filippi
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Via Olgettina 60, 20132, Milan, Italy.
- Neurorehabilitation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.
- Neurophysiology Service, IRCCS San Raffaele Scientific Institute, Milan, Italy.
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy.
- Vita-Salute San Raffaele University, Milan, Italy.
| | - Maria Pia Amato
- University of Florence, Florence, Italy
- IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Carlo Avolio
- Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
- Azienda Ospedaliero-Universitaria Policlinico, Foggia, Italy
| | - Paolo Gallo
- University of Padua, Padua, Italy
- Azienda Ospedaliera of Padua, Padua, 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
| | - Girolama Alessandra Marfia
- Multiple Sclerosis Clinical and Research Unit, Fondazione Policlinico Tor Vergata, Department of Systems Medicine, University Tor Vergata, Rome, Italy
| | - Francesco Patti
- Department of Medical and Surgical Sciences and Advanced Technologies, GF Ingrassia, University of Catania, Catania, Italy
- Azienda Ospedaliero-Universitaria Policlinico "G. Rodolico-S. Marco", Catania, Italy
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21
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Giovannoni G, Hetherington S, Jones E, Dominguez Castro P, Karu H, Ansari S, Karlsson G, de las Heras V, Lines C. MRI versus relapse: optimal activity monitoring for management of progressive multiple sclerosis. Brain Commun 2025; 7:fcaf010. [PMID: 39906569 PMCID: PMC11791681 DOI: 10.1093/braincomms/fcaf010] [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: 02/08/2023] [Revised: 12/04/2024] [Accepted: 01/13/2025] [Indexed: 02/06/2025] Open
Abstract
Secondary progressive multiple sclerosis is often categorized as 'active'/'non-active' based on inflammatory activity on MRI, or relapse; however, the value of MRI/relapse as indicators of disease activity in real-world and clinical trial settings merits further investigation. We separately analysed retrospective data from patients with clinically diagnosed secondary progressive multiple sclerosis in the Adelphi Real-World Disease Specific Programme (a cross-sectional survey) in multiple sclerosis (Adelphi: n = 2554) and the placebo group of the Phase III EXploring the efficacy and safety of siponimod in PAtients with secoNDary progressive multiple sclerosis (EXPAND) trial, [EXPAND-PBO (placebo group of the EXPAND): n = 546] to assess: differences between active/non-active disease in the real-world (characteristics; monitoring); the value of MRI and relapse to indicate disease activity; and the number and characteristics of non-active patients with disease activity in the clinical study. In Adelphi, 1889 patients had 'active' disease (≥1 relapse in the year before index date and/or ≥1 new lesion on most recent MRI) versus 665 with 'non-active' disease (no relapses in the previous year and no new lesions on MRI); median age was 48 versus 53 years; 73.5 versus 87.8% had moderate-to-severe disease; 75.7 versus 54.3% were taking disease-modifying treatment; 87.7 versus 58.7% had received an MRI in the past year. Most active cases (n = 1116; 59.1%) were identified by MRI versus 239 (12.7%) by relapse and 534 (28.3%) by MRI plus relapse. In EXPAND-PBO, 263 patients were classified 'active' (≥1 relapse in 2 years before screening and/or ≥1 gadolinium-enhancing lesion) and 270 'non-active' (no relapse in the 2 years before screening and no gadolinium-enhancing lesion[s]) at baseline; similar proportions of these groups had received disease-modifying treatment prior to placebo: 77.2 and 80.7%. Of non-active patients, 53.0% had disease activity on study; in these patients, 74.1% had disease activity identified by MRI, 8.4% by relapse, and 17.5% by MRI plus relapse. In patients classified non-active at baseline: age and percentage with Expanded Disability Status Scale score 6.0-6.5 were similar between patients with disease activity on study versus patients who remained non-active: 48 versus 52 years; 49.7 versus 56.7%, respectively. In real-world and clinical trial settings, MRI could be a better option than relapse for the identification of disease activity. However, in the real-world, fewer non-active patients had received an MRI in the last year than active patients, which is concerning given that most disease activity in EXPAND-PBO was identified via MRI. We highlight difficulties in consistently identifying disease activity and the negative implications of infrequent monitoring of non-active disease.
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Affiliation(s)
- Gavin Giovannoni
- The Faculty of Medicine and Dentistry, Blizard Institute, Queen Mary University of London, London E1 2AT, UK
| | | | | | | | - Himanshu Karu
- Novartis Healthcare Pvt. Ltd, Hyderabad 500081, India
| | | | | | | | - Carol Lines
- Novartis Pharma AG, Basel CH-4056, Switzerland
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22
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Zanghì A, Fantozzi R, Foschi M, Signoriello E, Inglese M, Lus G, Centonze D, Surcinelli A, Sirito T, Bonavita S, Avolio C, D’Amico E. Identifying Cladribine prescription pattern in MS: an Italian multicentre study. Ther Adv Neurol Disord 2025; 18:17562864241304212. [PMID: 39803327 PMCID: PMC11713966 DOI: 10.1177/17562864241304212] [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: 08/13/2024] [Accepted: 10/28/2024] [Indexed: 01/16/2025] Open
Abstract
Background Characterizing Cladribine tablets prescription pattern in daily clinical practice is crucial for optimizing multiple sclerosis (MS) treatment. Objectives To describe efficacy, safety profile and new disease-modifying therapy (DMT) prescriptions following Cladribine treatment. Design Independent retrospective cohort study in patients followed at six Italian MS centres. Methods Patients diagnosed with relapsing MS (RMS) according to 2017 McDonald criteria, who initiated Cladribine between January 2019 and May 2023, were included. A generalized linear regression model was built for the outcome DMT after Cladribine course. Heatmaps were generated based on weighted pivot tables to visualize the proportion of patients requiring DMT post-Cladribine. Results A total cohort of 352 patients was enrolled, 134 naïve to any DMT, 218 switchers from other DMTs. The last DMT was an injectable first-line DMT for 48 (22%) patients, oral first-line DMT for 141 (64.7%) patients, SP1 inhibitor-Fingolimod for 23 (10.6%) patients, and Natalizumab for 6 (2.7%) patients. Overall, Cladribine was efficacious and well tolerated, 12% of patients required a new DMT prescription after a median time of 24 months. The regression model revealed that patients aged >40 years at Cladribine prescription had a 16% decrease in likelihood of receiving a new DMT. Heatmaps showed patients previously on Fingolimod had a lower rate (72.2%) of being free from therapy after Cladribine. Conclusion In our multicentric real-world Italian study, Cladribine therapy is generally effective during the investigated follow-up period. Understanding key characteristics of patients responding best to Cladribine can help tailor therapeutic strategies for optimal outcomes.
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Affiliation(s)
- Aurora Zanghì
- Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
| | | | - Matteo Foschi
- Department of Neuroscience, Multiple Sclerosis Center – Neurology Unit, S. Maria delle Croci Hospital, Azienda USL Romagna, Ravenna, Italy
| | - Elisabetta Signoriello
- Multiple Sclerosis Centre, II Division of Neurology, Department of Clinical and Experimental Medicine, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Matilde Inglese
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Mother-Child Health (DINOGMI), University of Genoa, Genoa, Italy
| | - Giacomo Lus
- Multiple Sclerosis Centre, II Division of Neurology, Department of Clinical and Experimental Medicine, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Diego Centonze
- IRCCS Neuromed, Pozzilli, Italy
- Department of System Medicine, Tor Vergata University, Rome, Italy
| | - Andrea Surcinelli
- Department of Neuroscience, Multiple Sclerosis Center – Neurology Unit, S. Maria delle Croci Hospital, Azienda USL Romagna, Ravenna, Italy
| | - Tommaso Sirito
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Mother-Child Health (DINOGMI), University of Genoa, Genoa, Italy
| | - Simona Bonavita
- Department of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, Naples, Italy
| | - Carlo Avolio
- Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
| | - Emanuele D’Amico
- Department of Medical and Surgical Sciences, University of Foggia, Foggia 71122, Italy
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23
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Gajewski B, Karlińska I, Domowicz M, Bednarski I, Świderek-Matysiak M, Stasiołek M. No Relation Between Cognitive Impairment, Physical Disability and Serum Biomarkers in a Cohort of Progressive Multiple Sclerosis Patients. Biomolecules 2025; 15:68. [PMID: 39858462 PMCID: PMC11763174 DOI: 10.3390/biom15010068] [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: 11/07/2024] [Revised: 12/17/2024] [Accepted: 12/30/2024] [Indexed: 01/27/2025] Open
Abstract
Despite significant efforts, there is still an existing need to identify diagnostic tools that would enable fast and reliable detection of the progressive stage of multiple sclerosis (MS) and help in monitoring the disease course and/or treatment effects. The aim of this prospective study in a group of people with progressive MS was to determine whether changes in the levels of selected serum biomarkers and in cognitive function may predict disease progression, and therefore refine the decision-making process in the evaluation of MS patients. Forty two (42) patients with progressive MS completed all the study procedures; the mean duration of follow-up was 12.97 months. During the observation period, serum concentration of chitinase-3 like-protein-1 (CHI3L1/YKL-40) decreased significantly in the whole study group (from 4034.95 ± 262.62 to 2866.43 ± 173.37; p = 0.0005), as well as in subgroups of people with secondary progressive and primary progressive MS (SPMS: from 3693.81 ± 388.68 to 2542.76 ± 256.59; p = 0.0207; and PPMS: from 4376.09 ± 353.27 to 3190.09 ± 233.22; p = 0.0089, respectively). A significant worsening of Brief International Cognitive Assessment for Multiple Sclerosis (BICAMS) scores was detected in the whole study group (from 1.18 ± 0.14 to 1.34 ± 0.15; p = 0.0331) as well as in the PPMS subgroup (from 1.04 ± 0.18 to 1.26 ± 0.20; p = 0.0216). No correlations between the analyzed molecular parameters or the results of neuropsychological tests and physical disability were observed. In conclusion, an emphasis should be placed on furthering the search for multimodal biomarkers of disease progression, especially in the PMS population, based on simultaneous analysis of several factors, such as blood biomarkers and cognitive profiles.
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Affiliation(s)
| | | | | | | | | | - Mariusz Stasiołek
- Department of Neurology, Medical University of Lodz, Kopcinskiego 22, 90-153 Lodz, Poland; (B.G.); (I.K.); (M.D.); (I.B.); (M.Ś.-M.)
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24
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Szekely-Kohn AC, Castellani M, Espino DM, Baronti L, Ahmed Z, Manifold WGK, Douglas M. Machine learning for refining interpretation of magnetic resonance imaging scans in the management of multiple sclerosis: a narrative review. ROYAL SOCIETY OPEN SCIENCE 2025; 12:241052. [PMID: 39845718 PMCID: PMC11750376 DOI: 10.1098/rsos.241052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/25/2024] [Revised: 10/23/2024] [Accepted: 11/17/2024] [Indexed: 01/24/2025]
Abstract
Multiple sclerosis (MS) is an autoimmune disease of the brain and spinal cord with both inflammatory and neurodegenerative features. Although advances in imaging techniques, particularly magnetic resonance imaging (MRI), have improved the process of diagnosis, its cause is unknown, a cure remains elusive and the evidence base to guide treatment is lacking. Computational techniques like machine learning (ML) have started to be used to understand MS. Published MS MRI-based computational studies can be divided into five categories: automated diagnosis; differentiation between lesion types and/or MS stages; differential diagnosis; monitoring and predicting disease progression; and synthetic MRI dataset generation. Collectively, these approaches show promise in assisting with MS diagnosis, monitoring of disease activity and prediction of future progression, all potentially contributing to disease management. Analysis quality using ML is highly dependent on the dataset size and variability used for training. Wider public access would mean larger datasets for experimentation, resulting in higher-quality analysis, permitting for more conclusive research. This narrative review provides an outline of the fundamentals of MS pathology and pathogenesis, diagnostic techniques and data types in computational analysis, as well as collating literature pertaining to the application of computational techniques to MRI towards developing a better understanding of MS.
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Affiliation(s)
- Adam C. Szekely-Kohn
- School of Engineering, University of Birmingham, Edgbaston, BirminghamB15 2TT, UK
| | - Marco Castellani
- School of Engineering, University of Birmingham, Edgbaston, BirminghamB15 2TT, UK
| | - Daniel M. Espino
- School of Engineering, University of Birmingham, Edgbaston, BirminghamB15 2TT, UK
| | - Luca Baronti
- School of Computer Science, University of Birmingham, Edgbaston, BirminghamB15 2TT, UK
| | - Zubair Ahmed
- University Hospitals Birmingham NHS Foundation Trust, Edgbaston, BirminghamB15 2GW, UK
- Institute of Inflammation and Ageing, University of Birmingham, Edgbaston, BirminghamB15 2TT, UK
| | | | - Michael Douglas
- University Hospitals Birmingham NHS Foundation Trust, Edgbaston, BirminghamB15 2GW, UK
- Institute of Inflammation and Ageing, University of Birmingham, Edgbaston, BirminghamB15 2TT, UK
- Department of Neurology, Dudley Group NHS Foundation Trust, Russells Hall Hospital, BirminghamDY1 2HQ, UK
- School of Life and Health Sciences, Aston University, Birmingham, UK
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25
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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.
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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
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26
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Nyári A, Kokas Z, Szamosi S, Fricska-Nagy Z, Kincses ZT, Füvesi J, Biernacki T, Klivényi P, Bencsik K, Sandi D. Fatigue and depression influence the prevalence of anxiety in patients with multiple sclerosis. Neurol Sci 2025; 46:325-334. [PMID: 39174771 DOI: 10.1007/s10072-024-07737-9] [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: 05/09/2024] [Accepted: 08/19/2024] [Indexed: 08/24/2024]
Abstract
BACKGROUND There is scarce information in Middle-Eastern Europe regarding the prevalence of anxiety in patients with multiple sclerosis (pwMS) and its association with different clinical-demographic factors. OBJECTIVE We aimed to determine the prevalence of anxiety in Hungarian MS patients and to analyze associated factors. MATERIALS AND METHODS We evaluated 260 PwMS with the STAI-5 anxiety questionnaire. Fatigue (FIS), depression (BDI-II) and cognition (BICAMS) were also measured. Patients underwent standard neurological evaluations to evaluate Expanded Disability Status Scale (EDSS), and also measured the fine motor skills of the hand with the 9-hole peg test (9HPT), and the walking distance with the 25-foot walking test (T25FW). RESULTS We identified 23.1% (N = 60) of the patients with anxiety (only state, trait or both forms concurrently). According to our two univariate, multivariable logistic regression analysis, fatigue and depression are strongly associated with both state and trait anxiety. In the absence of fatigue, the odds of trait anxiety are 82% lower (OR: 0.18; 95% CI: 0.06-0.53; p = 0.002), while in the case of pwMS without depression, the odds are reduced by 81% (OR: 0.19; CI95%= 0.07-0.51, p = 0.001). This association with fatigue (OR: 0.33; CI95%= 0.13-0.85, p = 0.021) and depression (OR: 0.14; CI95%=0.06-0.35; p < 0.001) can also be statistically verified on state anxiety. Importantly, a significant association with state anxiety was found in SPSM patients as well (OR: 34.94; CI95%=2.55-479.61; p = 0.008). CONCLUSIONS Anxiety was strongly associated with fatigue, depression, and secondary progressive disease form. These results emphasize the burden of psychiatric morbidity in pwMS.
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Affiliation(s)
- Aliz Nyári
- Department of Neurology, Albert Szent-Györgyi Faculty of Medicine and Clinical Center, University of Szeged, Szeged, Hungary
| | - Zsófia Kokas
- Department of Neurology, Albert Szent-Györgyi Faculty of Medicine and Clinical Center, University of Szeged, Szeged, Hungary
| | - Szabolcs Szamosi
- Department of Neurology, Albert Szent-Györgyi Faculty of Medicine and Clinical Center, University of Szeged, Szeged, Hungary
| | - Zsanett Fricska-Nagy
- Department of Neurology, Albert Szent-Györgyi Faculty of Medicine and Clinical Center, University of Szeged, Szeged, Hungary
| | - Zsigmond Tamás Kincses
- Department of Radiology, Albert Szent-Györgyi Faculty of Medicine and Clinical Center, University of Szeged, Szeged, Hungary
| | - Judit Füvesi
- Department of Neurology, Albert Szent-Györgyi Faculty of Medicine and Clinical Center, University of Szeged, Szeged, Hungary
| | - Tamás Biernacki
- Department of Neurology, Albert Szent-Györgyi Faculty of Medicine and Clinical Center, University of Szeged, Szeged, Hungary
| | - Péter Klivényi
- Department of Neurology, Albert Szent-Györgyi Faculty of Medicine and Clinical Center, University of Szeged, Szeged, Hungary
| | - Krisztina Bencsik
- Department of Neurology, Albert Szent-Györgyi Faculty of Medicine and Clinical Center, University of Szeged, Szeged, Hungary
| | - Dániel Sandi
- Department of Neurology, Albert Szent-Györgyi Faculty of Medicine and Clinical Center, University of Szeged, Szeged, Hungary.
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27
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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.
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Affiliation(s)
| | | | - Joshua Johnston
- Biomedical Engineering, Cleveland Clinic, Cleveland, OH, USA
| | - Jay Alberts
- Biomedical Engineering, Cleveland Clinic, Cleveland, OH, USA
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28
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Siriratnam P, Huda S, Van Der Walt A, Sanfilippo PG, Sharmin S, Foong YC, Yeh WZ, Zhu C, Khoury SJ, Csepany T, Willekens B, Etemadifar M, Ozakbas S, Nytrova P, Altintas A, Al-Asmi A, Ramo-Tello CM, Laureys G, Patti F, Horakova D, Foschi M, Boz C, Mccombe PA, Turkoglu R, Lechner-Scott J, Roos I, Kalincik T, Jokubaitis VG, Butzkueven H, Monif M. Prevalence of Progression Independent of Relapse Activity and Relapse-Associated Worsening in Patients With AQP4-IgG-Positive NMOSD. Neurology 2024; 103:e209940. [PMID: 39561307 DOI: 10.1212/wnl.0000000000209940] [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: 04/29/2024] [Accepted: 09/03/2024] [Indexed: 11/21/2024] Open
Abstract
OBJECTIVES In aquaporin-4 antibody-positive neuromyelitis optica spectrum disorder (AQP4-IgG NMOSD), disability accrual is mostly attributed to relapses. This study aimed to assess the prevalence of progression independent of relapse activity (PIRA) and relapse-associated worsening (RAW) in AQP4-IgG NMOSD. METHODS This was a retrospective cohort study of patients with AQP4-IgG NMOSD enrolled in the MSBase international data registry. Patients required a minimum of 3 recorded Expanded Disability Status Scale (EDSS) scores: baseline, event, and a 6-month confirmation score. Presence and absence of relapses between the baseline and event EDSS scores determined RAW and PIRA, respectively. Descriptive statistics were used to present the results. RESULTS A total of 181 patients followed for a median of 4.5 years (Q1 1.7, Q3 7.8) were included. Most patients were female (88.4%), and the median age at disease onset was 38.1 years. Overall, 4 patients (2.2%) developed 5 incidences of PIRA and 13 patients developed RAW (7.2%). DISCUSSION This multicenter study highlights that PIRA is very rare in AQP4-IgG NMOSD. Limitations of this study include the sole focus of overall EDSS to measure disability, lack of requirement for a second EDSS score to confirm baseline EDSS, and the absence of magnetic resonance imaging information for all patients.
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Affiliation(s)
- Pakeeran Siriratnam
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Saif Huda
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Anneke Van Der Walt
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Paul G Sanfilippo
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Sifat Sharmin
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Yi Chao Foong
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Wei Z Yeh
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Chao Zhu
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Samia J Khoury
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Tunde Csepany
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Barbara Willekens
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Masoud Etemadifar
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Serkan Ozakbas
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Petra Nytrova
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Ayse Altintas
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Abdullah Al-Asmi
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Cristina M Ramo-Tello
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Guy Laureys
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Francesco Patti
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Dana Horakova
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Matteo Foschi
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Cavit Boz
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Pamela A Mccombe
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Recai Turkoglu
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Jeannette Lechner-Scott
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Izanne Roos
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Tomas Kalincik
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Vilija G Jokubaitis
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Helmut Butzkueven
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
| | - Mastura Monif
- From the Department of Neuroscience (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., C.Z., V.G.J., H.B., M.M.), Central Clinical School, Monash University, Melbourne, Victoria; Department of Neurology (P.S., A.V.D.W., P.G.S., Y.C.F., W.Z.Y., V.G.J., H.B., M.M.), Alfred Health, Melbourne, Victoria, Australia; Department of Neurology (P.S., S.H.), Walton Centre NHS Foundation Trust, Liverpool, United Kingdom; Neuroimmunology Centre (S.S., I.R., T.K.), Department of Neurology, The Royal Melbourne Hospital, Parkville; CORe (S.S., I.R., T.K.), Department of Medicine, University of Melbourne, Victoria; Royal Hobart Hospital (Y.C.F.), Hobart, Tasmania, Australia; Nehme and Therese Tohme Multiple Sclerosis Center (S.J.K.), American University of Beirut Medical Center, Beirut, Lebanon; Department of Neurology (T.C.), Faculty of Medicine, University of Debrecen, Hungary; Department of Neurology (B.W.), Antwerp University Hospital, Edegem; Translational Neurosciences Research Group (B.W.), Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk, Belgium; Faculty of Medicine (M.E.), Isfahan University of Medical Sciences; Neurology (M.E.), Dr. Etemadifar MS Institute, Isfahan, Iran; Izmir University of Economics (S.O.), Medical Point Hospital; Multiple Sclerosis Research Association (S.O.), Izmir, Turkey; Department of Neurology and Center of Clinical Neuroscience (P.N., D.H.), First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic; Department of Neurology (A.A.), School of Medicine and Koc University Research Center for Translational Medicine (KUTTAM), Koc University, Istanbul, Turkey; College of Medicine & Health Sciences and Sultan Qaboos University Hospital (A.A.-A.), Sultan Qaboos University, Al-Khodh, Oman; Department of Neuroscience (C.M.R.-T.), Hospital Germans Trias I Pujol, Badalona, Spain; Department of Neurology (G.L.), University Hospital Ghent, Belgium; Department of Medical and Surgical Sciences and Advanced Technologies (F.P.), GF Ingrassia, Catania, Italy; Multiple Sclerosis Unit (F.P.), AOU Policlinico G Rodolico-San Marco, University of Catania; Department of Neuroscience (M.F.), MS Center, Neurology Unit, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy; Department of Biotechnological and Applied Clinical Sciences (DISCAB) (M.F.), University of L'Aquila, Italy; Department of Neurology (C.B.), Karadeniz Technical University, Medical Faculty, Trabzon, Turkey; Department of Neurology (P.A.M.), Royal Brisbane Hospital; University of Queensland (P.A.M.), Australia; Department of Neurology (R.T.), Haydarpasa Numune Training and Research Hospital, Istanbul, Turkey; Hunter Medical Research Institute (J.L.-S.), Neurology, University of Newcastle; and Hunter New England Health (J.L.-S.), John Hunter Hospital, New South Wales, Australia
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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
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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.
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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
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Guo H, Li Z, Wang Y. BCL3, GBP1, IFI16, and CCR1 as potential brain-derived biomarkers for parietal grey matter lesions in multiple sclerosis. Sci Rep 2024; 14:28543. [PMID: 39557900 PMCID: PMC11574279 DOI: 10.1038/s41598-024-76949-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Accepted: 10/17/2024] [Indexed: 11/20/2024] Open
Abstract
Multiple Sclerosis (MS) is a chronic autoimmune disease of the central nervous system, progressing from Relapsing-Remitting MS (RRMS) to Secondary Progressive MS (SPMS) in many cases. The transition involves complex biological changes. Our study aims to identify potential biomarkers for distinguishing SPMS by analyzing gene expression differences between normal-appearing and lesioned parietal grey matter, which may also contribute to understand the pathogenesis of SPMS. We utilized public datasets from the Gene Expression Omnibus (GEO), applying bioinformatics and machine learning techniques including Weighted Gene Co-expression Network Analysis (WGCNA), Kyoto Encyclopedia of Genes and Genomes (KEGG), Gene Ontology (GO) enrichment analysis, protein-protein interaction (PPI) networks, the Least Absolute Shrinkage and Selection Operator (LASSO), and Random Forest (RF) for predictive model construction. Our study also included analyses of immune cell infiltration. The study identified 359 DEGs, with 105 up-regulated and 254 down-regulated. WGCNA identified 264 common genes, which were subjected to KEGG and GO enrichment analyses, highlighting their role in immune response and viral infection pathways. Four genes (BCL3, GBP1, IFI16, and CCR1) were identified as key biomarkers for SPMS, supported by LASSO regression and RF analyses. These genes were further validated through receiver operating characteristic (ROC) curves, demonstrating significant predictive potential for SPMS. Our study provides a novel set of biomarkers for SPMS from lesioned grey matter of SPMS cases, offering potential for diagnosis and targeted therapeutic strategies. The identified biomarkers link closely with SPMS pathology, especially regarding immune system modulation.
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Affiliation(s)
- Hua Guo
- The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- School of Basic Medical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Zhaocheng Li
- The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- School of Basic Medical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Yanqing Wang
- The Second Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.
- School of Basic Medical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China.
- Department of Neuroscience and Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, USA.
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Ciubotaru A, Alexa D, Grosu C, Böckels L, Păvăleanu I, Maștaleru A, Leon MM, Covali R, Roman EM, Bistriceanu CE, Ghiciuc CM, Azoicăi D, Ignat EB. Validation of a Set of Clinical Criteria for the Diagnosis of Secondary Progressive Multiple Sclerosis. Brain Sci 2024; 14:1141. [PMID: 39595904 PMCID: PMC11591908 DOI: 10.3390/brainsci14111141] [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: 10/15/2024] [Revised: 11/12/2024] [Accepted: 11/13/2024] [Indexed: 11/28/2024] Open
Abstract
Background/Objectives: Multiple sclerosis (MS) is a chronic inflammatory disease of the central nervous system characterized by progressive impairment of neuronal transmission due to focal demyelination. The most common form is RRMS (relapsing-remitting multiple sclerosis), which, under the influence of certain factors, can progress to SPMS (secondary progressive multiple sclerosis). Our study aimed to validate the criteria proposed by a working group of the Romanian Society of Neurology versus the criteria proposed by a group of experts from Spain, Karolinska, and Croatia concerning the progression from RRMS to SPMS. Methods: This was done by gathering epidemiological data (age, gender) and by applying clinical tests such as the 9HPT (9-hole peg test), 25FWT (25-foot walk test), and EDSS (expanded disability status scale) tests and the SDMT test (symbol digit modalities test). The present research is a cohort study that included a number of 120 patients diagnosed with MS according to the McDonald Diagnostic Criteria 2017. The study was carried out between January 2023 and April 2024, including patients hospitalized in the Neurology Clinic of the Clinical Rehabilitation Hospital from Iasi, Romania. The data were collected at baseline (T0) and at a 12-month interval (T1). Results: The statistical analysis was conducted using Kaiser-Meyer-Olkin analysis, which indicated a value of 0.683, thus validating the clinical tests used. The correlation matrix and the linear regression for all the tests showed highly significant statistical results. Furthermore, the ROC curve analysis of the criteria suggested by the working group of the Romanian Society of Neurology demonstrated that the EDSS, 9HPT, and 25FWT are highly sensitive in diagnosing SPMS, an opinion that is shared with the Spanish experts, but not with the Karolinska expert panel. Using the criteria given by the Croatian expert group in the ROC curve analysis showed that only the EDSS was strongly significant for the progression to the SPMS phase. Conclusions: In conclusion, all clinical methods used demonstrated that they are valid and can contribute to identifying patients with an increased risk of progression. The model proposed by the Romanian Society of Neurology working group is similar to other countries' expert opinions and can be used to detect the risk of disease progression and establish a more tailored therapeutic management of SPMS.
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Affiliation(s)
- Alin Ciubotaru
- Department of Neurology, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania; (A.C.); (D.A.); (C.G.); (C.E.B.); (E.B.I.)
- Department of Neurology, Rehabilitation Hospital, 700661 Iași, Romania;
| | - Daniel Alexa
- Department of Neurology, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania; (A.C.); (D.A.); (C.G.); (C.E.B.); (E.B.I.)
- Department of Neurology, Rehabilitation Hospital, 700661 Iași, Romania;
| | - Cristina Grosu
- Department of Neurology, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania; (A.C.); (D.A.); (C.G.); (C.E.B.); (E.B.I.)
- Department of Neurology, Rehabilitation Hospital, 700661 Iași, Romania;
| | - Lilia Böckels
- Department of Neurology, Rehabilitation Hospital, 700661 Iași, Romania;
| | - Ioana Păvăleanu
- Mother and Child Department, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania;
| | - Alexandra Maștaleru
- Department of Medical Specialities I, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania;
| | - Maria Magdalena Leon
- Department of Medical Specialities I, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania;
| | - Roxana Covali
- Department of Radiology, Biomedical Engineering Faculty, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania;
| | | | - Cătălina Elena Bistriceanu
- Department of Neurology, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania; (A.C.); (D.A.); (C.G.); (C.E.B.); (E.B.I.)
- Elytis Hospital Hope, 43A Gheorghe Saulescu Street, 700010 Iași, Romania
| | - Cristina Mihaela Ghiciuc
- Department of Morpho-Functional Sciences II—Pharmacology and Clinical Pharmacology, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania;
| | - Doina Azoicăi
- Department of Preventive Medicine and Interdisciplinarity, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania;
| | - Emilian Bogdan Ignat
- Department of Neurology, “Grigore T. Popa” University of Medicine and Pharmacy, 700115 Iași, Romania; (A.C.); (D.A.); (C.G.); (C.E.B.); (E.B.I.)
- Department of Neurology, Rehabilitation Hospital, 700661 Iași, Romania;
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Cagol A, Ocampo-Pineda M, Lu PJ, Weigel M, Barakovic M, Melie-Garcia L, Chen X, Lutti A, Calabrese P, Kuhle J, Kappos L, Sormani MP, Granziera C. Advanced Quantitative MRI Unveils Microstructural Thalamic Changes Reflecting Disease Progression in Multiple Sclerosis. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2024; 11:e200299. [PMID: 39270143 PMCID: PMC11409727 DOI: 10.1212/nxi.0000000000200299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/15/2024]
Abstract
BACKGROUND AND OBJECTIVES In patients with multiple sclerosis (PwMS), thalamic atrophy occurs during the disease course. However, there is little understanding of the mechanisms leading to volume loss and of the relationship between microstructural thalamic pathology and disease progression. This cross-sectional and longitudinal study aimed to comprehensively characterize in vivo pathologic changes within thalamic microstructure in PwMS using advanced multiparametric quantitative MRI (qMRI). METHODS Thalamic microstructural integrity was evaluated using quantitative T1, magnetization transfer saturation, multishell diffusion, and quantitative susceptibility mapping (QSM) in 183 PwMS and 105 healthy controls (HCs). The same qMRI protocol was available for 127 PwMS and 73 HCs after a 2-year follow-up period. Inclusion criteria for PwMS encompassed either an active relapsing-remitting MS (RRMS) or inactive progressive MS (PMS) disease course. Thalamic alterations were compared between PwMS and HCs and among disease phenotypes. In addition, the study investigated the relationship between thalamic damage and clinical and conventional MRI measures of disease severity. RESULTS Compared with HCs, PwMS exhibited substantial thalamic alterations, indicative of microstructural and macrostructural damage, demyelination, and disruption in iron homeostasis. These alterations extended beyond focal thalamic lesions, affecting normal-appearing thalamic tissue diffusely. Over the follow-up period, PwMS displayed an accelerated decrease in myelin volume fraction [mean difference in annualized percentage change (MD-ApC) = -1.50; p = 0.041] and increase in quantitative T1 (MD-ApC = 0.92; p < 0.0001) values, indicating heightened demyelinating and neurodegenerative processes. The observed differences between PwMS and HCs were substantially driven by the subgroup with PMS, wherein thalamic degeneration was significantly accelerated, even in comparison with patients with RRMS. Thalamic qMRI alterations showed extensive correlations with conventional MRI, clinical, and cognitive disease burden measures. Disability progression over follow-up was associated with accelerated thalamic degeneration, as reflected by enhanced diffusion (β = -0.067; p = 0.039) and QSM (β = -0.077; p = 0.027) changes. Thalamic qMRI metrics emerged as significant predictors of neurologic and cognitive disability even when accounting for other established markers including white matter lesion load and brain and thalamic atrophy. DISCUSSION These findings offer deeper insights into thalamic pathology in PwMS, emphasizing the clinical relevance of thalamic damage and its link to disease progression. Advanced qMRI biomarkers show promising potential in guiding interventions aimed at mitigating thalamic neurodegenerative processes.
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Affiliation(s)
- Alessandro Cagol
- From the Translational Imaging in Neurology (ThINk) Basel (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., L.K., C.G.), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; Department of Neurology (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel; Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB) (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel and University of Basel, Switzerland; Dipartimento di Scienze della Salute, (A.C., M.P.S.), Università degli Studi di Genova, Italy; Division of Radiological Physics (M.W.), Department of Radiology, University Hospital Basel; Laboratory for Research in Neuroimaging (A.L.), Department of Clinical Neuroscience, Lausanne University Hospital and University of Lausanne; Neuropsychology and Behavioral Neurology Unit (P.C.), Division of Cognitive and Molecular Neuroscience, University of Basel, Switzerland; and IRCCS Ospedale Policlinico San Martino (M.P.S.), Genova, Italy
| | - Mario Ocampo-Pineda
- From the Translational Imaging in Neurology (ThINk) Basel (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., L.K., C.G.), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; Department of Neurology (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel; Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB) (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel and University of Basel, Switzerland; Dipartimento di Scienze della Salute, (A.C., M.P.S.), Università degli Studi di Genova, Italy; Division of Radiological Physics (M.W.), Department of Radiology, University Hospital Basel; Laboratory for Research in Neuroimaging (A.L.), Department of Clinical Neuroscience, Lausanne University Hospital and University of Lausanne; Neuropsychology and Behavioral Neurology Unit (P.C.), Division of Cognitive and Molecular Neuroscience, University of Basel, Switzerland; and IRCCS Ospedale Policlinico San Martino (M.P.S.), Genova, Italy
| | - Po-Jui Lu
- From the Translational Imaging in Neurology (ThINk) Basel (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., L.K., C.G.), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; Department of Neurology (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel; Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB) (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel and University of Basel, Switzerland; Dipartimento di Scienze della Salute, (A.C., M.P.S.), Università degli Studi di Genova, Italy; Division of Radiological Physics (M.W.), Department of Radiology, University Hospital Basel; Laboratory for Research in Neuroimaging (A.L.), Department of Clinical Neuroscience, Lausanne University Hospital and University of Lausanne; Neuropsychology and Behavioral Neurology Unit (P.C.), Division of Cognitive and Molecular Neuroscience, University of Basel, Switzerland; and IRCCS Ospedale Policlinico San Martino (M.P.S.), Genova, Italy
| | - Matthias Weigel
- From the Translational Imaging in Neurology (ThINk) Basel (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., L.K., C.G.), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; Department of Neurology (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel; Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB) (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel and University of Basel, Switzerland; Dipartimento di Scienze della Salute, (A.C., M.P.S.), Università degli Studi di Genova, Italy; Division of Radiological Physics (M.W.), Department of Radiology, University Hospital Basel; Laboratory for Research in Neuroimaging (A.L.), Department of Clinical Neuroscience, Lausanne University Hospital and University of Lausanne; Neuropsychology and Behavioral Neurology Unit (P.C.), Division of Cognitive and Molecular Neuroscience, University of Basel, Switzerland; and IRCCS Ospedale Policlinico San Martino (M.P.S.), Genova, Italy
| | - Muhamed Barakovic
- From the Translational Imaging in Neurology (ThINk) Basel (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., L.K., C.G.), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; Department of Neurology (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel; Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB) (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel and University of Basel, Switzerland; Dipartimento di Scienze della Salute, (A.C., M.P.S.), Università degli Studi di Genova, Italy; Division of Radiological Physics (M.W.), Department of Radiology, University Hospital Basel; Laboratory for Research in Neuroimaging (A.L.), Department of Clinical Neuroscience, Lausanne University Hospital and University of Lausanne; Neuropsychology and Behavioral Neurology Unit (P.C.), Division of Cognitive and Molecular Neuroscience, University of Basel, Switzerland; and IRCCS Ospedale Policlinico San Martino (M.P.S.), Genova, Italy
| | - Lester Melie-Garcia
- From the Translational Imaging in Neurology (ThINk) Basel (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., L.K., C.G.), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; Department of Neurology (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel; Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB) (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel and University of Basel, Switzerland; Dipartimento di Scienze della Salute, (A.C., M.P.S.), Università degli Studi di Genova, Italy; Division of Radiological Physics (M.W.), Department of Radiology, University Hospital Basel; Laboratory for Research in Neuroimaging (A.L.), Department of Clinical Neuroscience, Lausanne University Hospital and University of Lausanne; Neuropsychology and Behavioral Neurology Unit (P.C.), Division of Cognitive and Molecular Neuroscience, University of Basel, Switzerland; and IRCCS Ospedale Policlinico San Martino (M.P.S.), Genova, Italy
| | - Xinjie Chen
- From the Translational Imaging in Neurology (ThINk) Basel (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., L.K., C.G.), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; Department of Neurology (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel; Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB) (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel and University of Basel, Switzerland; Dipartimento di Scienze della Salute, (A.C., M.P.S.), Università degli Studi di Genova, Italy; Division of Radiological Physics (M.W.), Department of Radiology, University Hospital Basel; Laboratory for Research in Neuroimaging (A.L.), Department of Clinical Neuroscience, Lausanne University Hospital and University of Lausanne; Neuropsychology and Behavioral Neurology Unit (P.C.), Division of Cognitive and Molecular Neuroscience, University of Basel, Switzerland; and IRCCS Ospedale Policlinico San Martino (M.P.S.), Genova, Italy
| | - Antoine Lutti
- From the Translational Imaging in Neurology (ThINk) Basel (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., L.K., C.G.), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; Department of Neurology (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel; Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB) (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel and University of Basel, Switzerland; Dipartimento di Scienze della Salute, (A.C., M.P.S.), Università degli Studi di Genova, Italy; Division of Radiological Physics (M.W.), Department of Radiology, University Hospital Basel; Laboratory for Research in Neuroimaging (A.L.), Department of Clinical Neuroscience, Lausanne University Hospital and University of Lausanne; Neuropsychology and Behavioral Neurology Unit (P.C.), Division of Cognitive and Molecular Neuroscience, University of Basel, Switzerland; and IRCCS Ospedale Policlinico San Martino (M.P.S.), Genova, Italy
| | - Pasquale Calabrese
- From the Translational Imaging in Neurology (ThINk) Basel (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., L.K., C.G.), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; Department of Neurology (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel; Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB) (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel and University of Basel, Switzerland; Dipartimento di Scienze della Salute, (A.C., M.P.S.), Università degli Studi di Genova, Italy; Division of Radiological Physics (M.W.), Department of Radiology, University Hospital Basel; Laboratory for Research in Neuroimaging (A.L.), Department of Clinical Neuroscience, Lausanne University Hospital and University of Lausanne; Neuropsychology and Behavioral Neurology Unit (P.C.), Division of Cognitive and Molecular Neuroscience, University of Basel, Switzerland; and IRCCS Ospedale Policlinico San Martino (M.P.S.), Genova, Italy
| | - Jens Kuhle
- From the Translational Imaging in Neurology (ThINk) Basel (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., L.K., C.G.), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; Department of Neurology (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel; Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB) (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel and University of Basel, Switzerland; Dipartimento di Scienze della Salute, (A.C., M.P.S.), Università degli Studi di Genova, Italy; Division of Radiological Physics (M.W.), Department of Radiology, University Hospital Basel; Laboratory for Research in Neuroimaging (A.L.), Department of Clinical Neuroscience, Lausanne University Hospital and University of Lausanne; Neuropsychology and Behavioral Neurology Unit (P.C.), Division of Cognitive and Molecular Neuroscience, University of Basel, Switzerland; and IRCCS Ospedale Policlinico San Martino (M.P.S.), Genova, Italy
| | - Ludwig Kappos
- From the Translational Imaging in Neurology (ThINk) Basel (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., L.K., C.G.), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; Department of Neurology (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel; Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB) (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel and University of Basel, Switzerland; Dipartimento di Scienze della Salute, (A.C., M.P.S.), Università degli Studi di Genova, Italy; Division of Radiological Physics (M.W.), Department of Radiology, University Hospital Basel; Laboratory for Research in Neuroimaging (A.L.), Department of Clinical Neuroscience, Lausanne University Hospital and University of Lausanne; Neuropsychology and Behavioral Neurology Unit (P.C.), Division of Cognitive and Molecular Neuroscience, University of Basel, Switzerland; and IRCCS Ospedale Policlinico San Martino (M.P.S.), Genova, Italy
| | - Maria Pia Sormani
- From the Translational Imaging in Neurology (ThINk) Basel (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., L.K., C.G.), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; Department of Neurology (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel; Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB) (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel and University of Basel, Switzerland; Dipartimento di Scienze della Salute, (A.C., M.P.S.), Università degli Studi di Genova, Italy; Division of Radiological Physics (M.W.), Department of Radiology, University Hospital Basel; Laboratory for Research in Neuroimaging (A.L.), Department of Clinical Neuroscience, Lausanne University Hospital and University of Lausanne; Neuropsychology and Behavioral Neurology Unit (P.C.), Division of Cognitive and Molecular Neuroscience, University of Basel, Switzerland; and IRCCS Ospedale Policlinico San Martino (M.P.S.), Genova, Italy
| | - Cristina Granziera
- From the Translational Imaging in Neurology (ThINk) Basel (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., L.K., C.G.), Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel; Department of Neurology (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel; Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB) (A.C., M.O.-P., P.-J.L., M.W., M.B., L.M.-G., X.C., J.K., L.K., C.G.), University Hospital Basel and University of Basel, Switzerland; Dipartimento di Scienze della Salute, (A.C., M.P.S.), Università degli Studi di Genova, Italy; Division of Radiological Physics (M.W.), Department of Radiology, University Hospital Basel; Laboratory for Research in Neuroimaging (A.L.), Department of Clinical Neuroscience, Lausanne University Hospital and University of Lausanne; Neuropsychology and Behavioral Neurology Unit (P.C.), Division of Cognitive and Molecular Neuroscience, University of Basel, Switzerland; and IRCCS Ospedale Policlinico San Martino (M.P.S.), Genova, Italy
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Meca-Lallana JE, Robles R, Landete L, Téllez N, García-Domínguez JM, Garcés P, Costa-Frossard L. A Clinical Care Algorithm for Detecting Progression in Multiple Sclerosis: RetratEMos Project. Cureus 2024; 16:e74001. [PMID: 39703306 PMCID: PMC11657311 DOI: 10.7759/cureus.74001] [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] [Accepted: 11/08/2024] [Indexed: 12/21/2024] Open
Abstract
OBJECTIVE The diagnosis of secondary progressive multiple sclerosis (SPMS) is often established retrospectively leading to a delay in detection. This work presents a clinical care algorithm that aims to facilitate the recognition of the secondary progressive phase of the disease, analyzing its usefulness and the feasibility of its implementation in routine clinical practice. METHODS The algorithm was developed in four phases: 1) choice of validated diagnostic tools for the detection of progression; 2) assessment of these tools based on experience of use, applicability, time consumed, perceived usefulness and suitability for a profile of a patient in transition to SPMS; 3) framework and final sequence of application; 4) feasibility evaluation through application in clinical practice. RESULTS A hierarchical algorithm was developed with an initial screening phase to detect warning signs and establish suspicion of progression (which included the tests "Your Multiple Sclerosis (Your MS)," "MSProDiscuss," and "Nomogram") and a second phase conditional on a positive result in the first, including a functional examination with the Symbol Digit Modalities Test (SDMT), 9-Hole Peg Test (9-HPT), and Timed 25-Foot Walk (T25FW) tools. The algorithm was applied to 373 patients with Expanded Disability Status Scale (EDSS) ≥ 2. The mean time spent per patient in the screening was eight minutes and 20.4 minutes for the complete algorithm. The perceived usefulness of the process by the neurologists was 3.1 (range of 1-4, with 4 being the maximum). In 46% of the cases, the algorithm detected the need for additional functional exploration. CONCLUSIONS From our experience, this clinical care algorithm is effective and feasible for detecting progression in MS, although its implementation requires proper organization and can be uneven depending on the resources of each center.
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Affiliation(s)
- José E Meca-Lallana
- Clinical Neuroimmunology Unit, Neurology Department, "Virgen de la Arrixaca" Clinical University Hospital (IMIB-Arrixaca), Murcia, ESP
- Multiple Sclerosis and Clinical Neuroimmunology, NICEM Cathedral, UCAM-San Antonio Catholic University, Murcia, ESP
| | - René Robles
- Neurology, Hospital Universitario Dr. Josep Trueta, Girona, ESP
| | | | - Nieves Téllez
- Neurology, Hospital Clínico Universitario de Valladolid, Valladolid, ESP
| | | | - Pilar Garcés
- Medical Department, Novartis Farmacéutica, S.A., Madrid, ESP
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Mrabet S, Sghaier I, Souissi A, Gharbi A, Abida Y, Kacem I, Gargouri-Berrechid A, Gouider R. Neurofilaments light chains as a diagnostic and predictive biomarker for Tunisian Multiple Sclerosis patients. Mult Scler Relat Disord 2024; 91:105901. [PMID: 39341199 DOI: 10.1016/j.msard.2024.105901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2024] [Revised: 09/18/2024] [Accepted: 09/20/2024] [Indexed: 09/30/2024]
Abstract
BACKGROUND Multiple Sclerosis (MS) course was shown to be more severe among North Africans compared to Caucasians. Validation of prognostic biomarkers of disease activity and severity is a priority in our practice. OBJECTIVE We aimed to investigate the association between baseline cerebrospinal fluid (CSF) and serum NfL (sNFL) levels and disease activity and disability accrual in a cohort of Tunisian patients with MS. METHODS A cross-sectional study was conducted, in the department of Neurology of Razi Hospital, including patients diagnosed with MS. Patient's data were retrieved from our local MS database. Blood and CSF sampling were performed at the first visit. sNFL levels were measured using the Enzyme-Linked Immuno-Sorbent Assay (ELISA) sandwich technique. RESULTS Three hundred MS patients were enrolled (sex-ratio= 3.05; mean age at MS onset=28.83 years+9.55, mean MS course = 10.21 years+8.96). MS phenotype was predominately relapsing (73%). CSF NfL levels were significantly correlated to the serum ones. NfL concentrations were significantly associated with MS activity (p = 0.012), disease progression (p = 0.001), and higher Multiple Sclerosis Severity Scores (MSSS) (p = 0.0017, r = 0.28). CONCLUSIONS These results support the value of NfL as a sensitive and clinically meaningful CSF and blood biomarker to evaluate MS activity and outcomes among Tunisian MS patients.
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Affiliation(s)
- Saloua Mrabet
- Neurology Department, LR18SP03, Razi University Hospital, 1 rue des orangers, Manouba, Tunis 2010, Tunisia; Faculty of Medicine of Tunis, University of Tunis El Manar, 15, Rue Djebel Lakhdhar, La Rabta, Tunis 1007, Tunisia; Clinical Investigation Center (CIC) "Neurosciences and Mental Health", Razi University Hospital, 1 rue des orangers, Manouba, Tunis 2010, Tunisia
| | - Ikram Sghaier
- Neurology Department, LR18SP03, Razi University Hospital, 1 rue des orangers, Manouba, Tunis 2010, Tunisia; Clinical Investigation Center (CIC) "Neurosciences and Mental Health", Razi University Hospital, 1 rue des orangers, Manouba, Tunis 2010, Tunisia
| | - Amira Souissi
- Neurology Department, LR18SP03, Razi University Hospital, 1 rue des orangers, Manouba, Tunis 2010, Tunisia; Faculty of Medicine of Tunis, University of Tunis El Manar, 15, Rue Djebel Lakhdhar, La Rabta, Tunis 1007, Tunisia; Clinical Investigation Center (CIC) "Neurosciences and Mental Health", Razi University Hospital, 1 rue des orangers, Manouba, Tunis 2010, Tunisia
| | - Alya Gharbi
- Neurology Department, LR18SP03, Razi University Hospital, 1 rue des orangers, Manouba, Tunis 2010, Tunisia; Faculty of Medicine of Tunis, University of Tunis El Manar, 15, Rue Djebel Lakhdhar, La Rabta, Tunis 1007, Tunisia; Clinical Investigation Center (CIC) "Neurosciences and Mental Health", Razi University Hospital, 1 rue des orangers, Manouba, Tunis 2010, Tunisia
| | - Youssef Abida
- Neurology Department, LR18SP03, Razi University Hospital, 1 rue des orangers, Manouba, Tunis 2010, Tunisia; Faculty of Medicine of Tunis, University of Tunis El Manar, 15, Rue Djebel Lakhdhar, La Rabta, Tunis 1007, Tunisia; Clinical Investigation Center (CIC) "Neurosciences and Mental Health", Razi University Hospital, 1 rue des orangers, Manouba, Tunis 2010, Tunisia
| | - Imen Kacem
- Neurology Department, LR18SP03, Razi University Hospital, 1 rue des orangers, Manouba, Tunis 2010, Tunisia; Faculty of Medicine of Tunis, University of Tunis El Manar, 15, Rue Djebel Lakhdhar, La Rabta, Tunis 1007, Tunisia; Clinical Investigation Center (CIC) "Neurosciences and Mental Health", Razi University Hospital, 1 rue des orangers, Manouba, Tunis 2010, Tunisia
| | - Amina Gargouri-Berrechid
- Neurology Department, LR18SP03, Razi University Hospital, 1 rue des orangers, Manouba, Tunis 2010, Tunisia; Faculty of Medicine of Tunis, University of Tunis El Manar, 15, Rue Djebel Lakhdhar, La Rabta, Tunis 1007, Tunisia; Clinical Investigation Center (CIC) "Neurosciences and Mental Health", Razi University Hospital, 1 rue des orangers, Manouba, Tunis 2010, Tunisia
| | - Riadh Gouider
- Neurology Department, LR18SP03, Razi University Hospital, 1 rue des orangers, Manouba, Tunis 2010, Tunisia; Faculty of Medicine of Tunis, University of Tunis El Manar, 15, Rue Djebel Lakhdhar, La Rabta, Tunis 1007, Tunisia; Clinical Investigation Center (CIC) "Neurosciences and Mental Health", Razi University Hospital, 1 rue des orangers, Manouba, Tunis 2010, Tunisia.
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Bastos A, Soares M, Guimarães J. Markers of secondary progression in multiple sclerosis. Mult Scler Relat Disord 2024; 91:105881. [PMID: 39277977 DOI: 10.1016/j.msard.2024.105881] [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: 05/30/2024] [Revised: 09/02/2024] [Accepted: 09/06/2024] [Indexed: 09/17/2024]
Abstract
INTRODUCTION There is no globally accepted definition of Secondary Progressive Multiple Sclerosis (SPMS) or set of unambiguous clinical, radiological, or other criteria that can accurately identify patients who transition to SPMS. Thus, the SPMS diagnosis is almost always a retrospective and frequently delayed process. OBJECTIVE The aim of this study was to elucidate the current understanding of phenotypic changes throughout MS course and provide insights into the detection of SPMS from the available literature on this diagnostic landscape. METHODS Comprehensive literature review aiming at detecting the transition from RRMS to SPMS. A search for relevant publications was conducted across different databases, scrutinizing studies that investigated tools and biomarkers for an accurate diagnosis of SPMS. RESULTS 62 studies from the past two decades were included. The EDSS-plus was shown to be more sensitive than the EDSS alone in identifying disability progression. We found some helpful indicators for diagnosing SPMS, including cognitive impairment, particularly on working memory, information processing speed, and verbal fluency; presence of slowly expanding lesions on MRI; thinning of retinal layers on OCT. Also, glial markers as Glial Fibrillary Acidic Protein and Chitinase-3-like protein 1 might be more suitable to identify the conversion to progressive disease than Neurofilament light chain. Certain subjective symptoms seem to be more prevalent in the SPMS phase, although further studies are needed to understand whether patient reported outcomes' measures (PROMs) and which ones could be useful in detecting the transition to a progressive phenotype. CONCLUSION Our review highlights the emergence of useful biomarkers in early detection of progression of MS, such as cognitive impairment, MRI, and glial markers. We are getting closer to revolutionising the SPMS diagnosis and clinical management as we get a deeper understanding of these biomarkers.
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Affiliation(s)
- André Bastos
- Faculty of Medicine of University of Porto, Porto, Portugal.
| | - Mafalda Soares
- Faculty of Medicine of University of Porto, Porto, Portugal; Department of Neurology, Saint Joseph's Local Health Unit, Lisbon, Portugal
| | - Joana Guimarães
- Faculty of Medicine of University of Porto, Porto, Portugal; Department of Neurology, Saint John's Local Health Unit, Porto, Portugal
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Kantorová E, Vítková M, Martiníková M, Cimprichová A, Fedicˇová M, Kovácˇová S, Mako M, Cisár J, Hancˇinová V, Szilasiová J, Koleda P, RoháIˇová J, Polóniová J, Karlík M, Slezáková D, Klímová E, Maciak M, Kurcˇa E, Hnilicová P. Identification of alemtuzumab-suitable multiple sclerosis patients in Slovakia and sequencing of post-alemtuzumab immunomodulatory treatment. Ther Adv Neurol Disord 2024; 17:17562864241285556. [PMID: 39494112 PMCID: PMC11528642 DOI: 10.1177/17562864241285556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2024] [Accepted: 09/02/2024] [Indexed: 11/05/2024] Open
Abstract
Background Alemtuzumab (ALEM) is a humanised monoclonal antibody that depletes circulating lymphocytes by selectively targeting CD52, which is expressed in high levels on T- and B-lymphocytes. This depletion is followed by lymphocyte repopulation and a cytokine expression shift towards a lesser inflammatory profile, both of which may contribute to prolonged efficacy. National recommendations for enrolling and treating multiple sclerosis (MS) patients with ALEM have been established. However, there are no recommendations in place for the treatment of MS reactivation after the ALEM treatment. Objectives To evaluate the effectiveness and safety of the use of ALEM and to analyse subsequent disease-modifying treatments (DMTs). A multidimensional prediction model was developed to make a patient-specific prognosis regarding the response to ALEM. Design A multicentre, prospective, non-controlled, non-interventional, observational cohort study. Methods Relapsing multiple sclerosis patients (RMSp) who received ⩾1 dose of ALEM were enrolled. In each treatment year, the following baseline and prospective data were collected: age, MS history, number, type and duration of previous disease-modifying treatment (PDMT), relapse rate (REL), expanded disability status scale (EDSS), magnetic resonance imaging and serious adverse events (AE). In cases of reactivation of MS, all data about the subsequent DMT were collected. Results A total of 142 RMSp from 10 MS Slovak Centres fulfilled the inclusion criteria. The average age was 35 years (standard error 8.56). The overall average EDSS was 3.87 (1.46) when ALEM was started. The average duration of PDMT was 6.0 (4.04) years, and the median number of PDMTs was 3 (0-5), while the patients were mostly treated with 2 or 3 DMTs (>65.00%). Post-ALEM treatment was needed in 39 cases (27.46%). The most frequent post-ALEM treatment indicated was ocrelizumab, followed by natalizumab (NAT), siponimod and cladribine. The ocrelizumab and NAT treatment bring little benefit to patients. Siponimod showed less EDSS increase in contrast to ocrelizumab and NAT. Another repopulation therapy, cladribine, may also be an effective option. Statistically significant predictors for the expected EDSS are age (p-value <0.0001), number of ALEM cycles (0.0066), high number of PDMT (0.0459) and the occurrence of relapses (<0.0001). There was no statistically significant effect on the patient's gender (0.6038), duration of disease-modifying treatment before alemtuzumab (0.4466), or the occurrence of AE (0.6668). Conclusion The study confirms the positive effect of ALEM on clinical and radiological outcomes. We need more data from long-term sequencing studies.
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Affiliation(s)
- Ema Kantorová
- Clinic of Neurology, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Mala hora 4, Martin 036 01, Slovakia
| | - Marianna Vítková
- Clinic of Neurology, Pavol Jozef Šafárik University in Košice, Košice, Slovakia
| | - Martina Martiníková
- Clinic of Neurology, F.D. Roosevelt University Hospital in Banská Bystrica, Banská Bystrica, Slovakia
| | - Andrea Cimprichová
- Clinic of Neurology, University Hospital in Trencˇín, Trencˇín, Slovakia
| | - Miriam Fedicˇová
- Clinic of Neurology, Pavol Jozef Šafárik University in Košice, Košice, Slovakia
| | | | - Miroslav Mako
- Clinic of Neurology, Trnava University in Trnava, Slovakia
| | - Juraj Cisár
- Clinic of Neurology, Trnava University in Trnava, Slovakia
| | - Viera Hancˇinová
- I. Clinic of Neurology, Comenius University in Bratislava, Bratislava, Slovakia
| | - Jarmila Szilasiová
- Clinic of Neurology, Pavol Jozef Šafárik University in Košice, Košice, Slovakia
| | - Peter Koleda
- Department of Neurology, Military Hospital Ružomberok, Ružomberok, Slovakia
| | - Jana RoháIˇová
- Department of Neurology, Military Hospital Ružomberok, Ružomberok, Slovakia
| | - Jana Polóniová
- Department of Neurology, Military Hospital Ružomberok, Ružomberok, Slovakia
| | - Martin Karlík
- II. Clinic of Neurology, Comenius University in Bratislava, Bratislava, Slovakia
| | - Darina Slezáková
- II. Clinic of Neurology, Comenius University in Bratislava, Bratislava, Slovakia
| | | | - Matúš Maciak
- Department of Probability and Mathematical Statistics, Faculty of Mathematics and Physics, Charles University, Prague, Czech Republic
| | - Egon Kurcˇa
- Clinic of Neurology, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovakia
| | - Petra Hnilicová
- Biomedical Centre, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovakia
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Takewaki D, Kiguchi Y, Masuoka H, Manu MS, Raveney BJE, Narushima S, Kurokawa R, Ogata Y, Kimura Y, Sato N, Ozawa Y, Yagishita S, Araki T, Miyake S, Sato W, Suda W, Yamamura T. Tyzzerella nexilis strains enriched in mobile genetic elements are involved in progressive multiple sclerosis. Cell Rep 2024; 43:114785. [PMID: 39341204 DOI: 10.1016/j.celrep.2024.114785] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Revised: 08/19/2024] [Accepted: 09/06/2024] [Indexed: 09/30/2024] Open
Abstract
Multiple sclerosis (MS) is an autoimmune-demyelinating disease with an inflammatory pathology formed by self-reactive lymphocytes with activated glial cells. Progressive MS, characterized by resistance to medications, significantly differs from the non-progressive form in gut microbiome profiles. After confirming an increased abundance of "Tyzzerella nexilis" in various cohorts of progressive MS, we identified a distinct cluster of T. nexilis strains enriched in progressive MS based on long-read metagenomics. The distinct T. nexilis cluster is characterized by a large number of mobile genetic elements (MGEs) and a lack of defense systems against MGEs. Microbial genes for sulfate reduction and flagella formation with pathogenic implications are specific to this cluster. Moreover, these flagellar genes are encoded on MGEs. Mono-colonization with MGE-enriched T. nexilis made germ-free mice more susceptible to experimental autoimmune encephalomyelitis. These results indicate that the progression of MS may be promoted by MGE-enriched T. nexilis with potentially pathogenic properties.
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Affiliation(s)
- Daiki Takewaki
- Department of Immunology, National Institute of Neuroscience, National Center of Neurology and Psychiatry, 4-1-1 Ogawa-Higashi, Kodaira, Tokyo 187-8502, Japan; Multiple Sclerosis Center, National Center of Neurology and Psychiatry, 4-1-1 Ogawa-Higashi, Kodaira, Tokyo 187-8502, Japan; Laboratory for Symbiotic Microbiome Sciences, RIKEN Center for Integrative Medical Sciences, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan
| | - Yuya Kiguchi
- Laboratory for Symbiotic Microbiome Sciences, RIKEN Center for Integrative Medical Sciences, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan; Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Chiba 277-8568, Japan
| | - Hiroaki Masuoka
- Laboratory for Symbiotic Microbiome Sciences, RIKEN Center for Integrative Medical Sciences, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan
| | - Mallahalli S Manu
- Department of Immunology, National Institute of Neuroscience, National Center of Neurology and Psychiatry, 4-1-1 Ogawa-Higashi, Kodaira, Tokyo 187-8502, Japan; Multiple Sclerosis Center, National Center of Neurology and Psychiatry, 4-1-1 Ogawa-Higashi, Kodaira, Tokyo 187-8502, Japan
| | - Ben J E Raveney
- Department of Immunology, National Institute of Neuroscience, National Center of Neurology and Psychiatry, 4-1-1 Ogawa-Higashi, Kodaira, Tokyo 187-8502, Japan; Multiple Sclerosis Center, National Center of Neurology and Psychiatry, 4-1-1 Ogawa-Higashi, Kodaira, Tokyo 187-8502, Japan; Laboratory for Symbiotic Microbiome Sciences, RIKEN Center for Integrative Medical Sciences, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan
| | - Seiko Narushima
- Laboratory for Mucosal Immunity, RIKEN Center for Integrative Medical Sciences, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan
| | - Rina Kurokawa
- Laboratory for Symbiotic Microbiome Sciences, RIKEN Center for Integrative Medical Sciences, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan
| | - Yusuke Ogata
- Laboratory for Symbiotic Microbiome Sciences, RIKEN Center for Integrative Medical Sciences, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan
| | - Yukio Kimura
- Multiple Sclerosis Center, National Center of Neurology and Psychiatry, 4-1-1 Ogawa-Higashi, Kodaira, Tokyo 187-8502, Japan; Department of Radiology, National Center of Neurology and Psychiatry Hospital, 4-1-1 Ogawa-Higashi, Kodaira, Tokyo 187-8502, Japan
| | - Noriko Sato
- Multiple Sclerosis Center, National Center of Neurology and Psychiatry, 4-1-1 Ogawa-Higashi, Kodaira, Tokyo 187-8502, Japan; Department of Radiology, National Center of Neurology and Psychiatry Hospital, 4-1-1 Ogawa-Higashi, Kodaira, Tokyo 187-8502, Japan
| | - Yusuke Ozawa
- Department of Peripheral Nervous System Research, National Institute of Neuroscience, National Center of Neurology and Psychiatry, 4-1-1 Ogawa-Higashi, Kodaira, Tokyo 187-8502, Japan
| | - Sosuke Yagishita
- Department of Peripheral Nervous System Research, National Institute of Neuroscience, National Center of Neurology and Psychiatry, 4-1-1 Ogawa-Higashi, Kodaira, Tokyo 187-8502, Japan
| | - Toshiyuki Araki
- Department of Peripheral Nervous System Research, National Institute of Neuroscience, National Center of Neurology and Psychiatry, 4-1-1 Ogawa-Higashi, Kodaira, Tokyo 187-8502, Japan
| | - Sachiko Miyake
- Department of Immunology, Juntendo University School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan
| | - Wakiro Sato
- Department of Immunology, National Institute of Neuroscience, National Center of Neurology and Psychiatry, 4-1-1 Ogawa-Higashi, Kodaira, Tokyo 187-8502, Japan; Multiple Sclerosis Center, National Center of Neurology and Psychiatry, 4-1-1 Ogawa-Higashi, Kodaira, Tokyo 187-8502, Japan
| | - Wataru Suda
- Laboratory for Symbiotic Microbiome Sciences, RIKEN Center for Integrative Medical Sciences, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama, Kanagawa 230-0045, Japan.
| | - Takashi Yamamura
- Department of Immunology, National Institute of Neuroscience, National Center of Neurology and Psychiatry, 4-1-1 Ogawa-Higashi, Kodaira, Tokyo 187-8502, Japan; Multiple Sclerosis Center, National Center of Neurology and Psychiatry, 4-1-1 Ogawa-Higashi, Kodaira, Tokyo 187-8502, Japan.
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Adnan R, Roikjaer SG, Samadzadeh S, Richter CJ, Weinshenker BG, Paul F, Skou ST, Dalgas U, Asgari N. At home e-based physical exercise programs in patients with multiple sclerosis: a scoping review. Front Neurol 2024; 15:1449519. [PMID: 39474367 PMCID: PMC11518785 DOI: 10.3389/fneur.2024.1449519] [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: 06/15/2024] [Accepted: 09/23/2024] [Indexed: 01/31/2025] Open
Abstract
Introduction Physical exercise (PE) improves symptoms and quality of life in people with multiple sclerosis (pwMS). However, incorporating PE into daily lives of pwMS pose difficulties. As an alternative to in-person PE, e-based PE has been proposed because of its advantages in terms of accessibility and convenience. Objective To synthesize existing evidence on e-based PE at home in adults MS and discuss study designs, rehabilitation programs, intervention effects and possible knowledge gaps. Methods In this scoping review, a systematic search in electronic databases including Embase, Medline, CINAHL and Cochrane Library was conducted following the PRISMA guidelines. Peer-reviewed articles in English on e-based PE interventional studies at home involving adult pwMS, published from 2008 until April 2023, were identified and exported to Covidence. Data from the included studies were extracted and synthesized. This scoping review identified different types of e-based PE interventions used in pwMS across different study designs, but when evaluating intervention effects, this review focused solely on randomized controlled trials (RCTs). Results A total of 3,006 studies were retrieved and 179 studies were screened in full text, resulting in the inclusion of 54 studies with a total of 2,359 pwMS. Of those, 33 were RCTs and three were qualitative studies. The studies reported on various e-based interventions including video-based programs, telerehabilitation, and web-based programs. The interventions evaluated muscle strength, cardiorespiratory fitness, walking speed, endurance, balance, and fatigue, as well as symptoms of depression and cognitive dysfunction. E-based PE interventions at home in RCTs demonstrated improvement of depressive symptoms and anxiety, while inconsistent results were reported for fatigue, walking speed and balance. No significant benefits were observed regarding dexterity. Results were generally heterogeneous and were limited by small sample sizes. Several limitations were identified, such as lack of physical activity assessment prior to the intervention and poor reporting of duration, intensity, frequency and adherence to e-based PE interventions. Conclusion E-based PE interventions in pwMS may improve MS-related symptoms, but the study quality is generally low, and findings are often inconsistent. Several important limitations of the existing literature have been identified in the present review, which can guide future research.
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Affiliation(s)
- Rafl Adnan
- Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark
- Institute of Molecular Medicine, University of Southern Denmark, Odense, Denmark
- The Center for Neurological Research, Department of Neurology, Slagelse Hospital, Slagelse, Denmark
| | - Stine Gundtoft Roikjaer
- Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark
- The Center for Neurological Research, Department of Neurology, Slagelse Hospital, Slagelse, Denmark
- The Research and Implementation Unit PROgrez, Department of Physiotherapy and Occupational Therapy, Næstved-Slagelse-Ringsted Hospitals, Slagelse, Denmark
| | - Sara Samadzadeh
- Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark
- Institute of Molecular Medicine, University of Southern Denmark, Odense, Denmark
- The Center for Neurological Research, Department of Neurology, Slagelse Hospital, Slagelse, Denmark
- Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Experimental and Clinical Research Center, Berlin, Germany
| | - Camilla Josefine Richter
- The Center for Neurological Research, Department of Neurology, Slagelse Hospital, Slagelse, Denmark
- The Research and Implementation Unit PROgrez, Department of Physiotherapy and Occupational Therapy, Næstved-Slagelse-Ringsted Hospitals, Slagelse, Denmark
| | - Brian G. Weinshenker
- Department of Neurology, University of Virginia, Charlottesville, VA, United States
| | - Friedemann Paul
- Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Experimental and Clinical Research Center, Berlin, Germany
- Experimental and Clinical Research Center, A Cooperation Between the Max Delbrück Center for Molecular Medicine in the Helmholtz Association and Charité Universitätsmedizin Berlin, Berlin, Germany
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
- NeuroCure Clinical Research Center, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Søren Thorgaard Skou
- The Research and Implementation Unit PROgrez, Department of Physiotherapy and Occupational Therapy, Næstved-Slagelse-Ringsted Hospitals, Slagelse, Denmark
- Center for Muscle and Joint Health, Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
| | - Ulrik Dalgas
- Exercise Biology, Department of Public Health, Aarhus University, Aarhus, Denmark
| | - Nasrin Asgari
- Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark
- Institute of Molecular Medicine, University of Southern Denmark, Odense, Denmark
- The Center for Neurological Research, Department of Neurology, Slagelse Hospital, Slagelse, Denmark
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Stojkovic L, Djordjevic A, Stefanovic M, Stankovic A, Dincic E, Djuric T, Zivkovic M. Circulatory Indicators of Lipid Peroxidation, the Driver of Ferroptosis, Reflect Differences between Relapsing-Remitting and Progressive Multiple Sclerosis. Int J Mol Sci 2024; 25:11024. [PMID: 39456806 PMCID: PMC11507982 DOI: 10.3390/ijms252011024] [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: 08/19/2024] [Revised: 09/27/2024] [Accepted: 10/01/2024] [Indexed: 10/28/2024] Open
Abstract
Ferroptosis, a lipid peroxidation- and iron-mediated type of regulated cell death, relates to both neuroinflammation, which is common in relapsing-remitting multiple sclerosis (RRMS), and neurodegeneration, which is prevalent in progressive (P)MS. Currently, findings related to the molecular markers proposed in this paper in patients are scarce. We analyzed circulatory molecular indicators of the main ferroptosis-related processes, comprising lipid peroxidation (malondialdehyde (MDA), 4-hydroxynonenal (4-HNE), and hexanoyl-lysine adduct (HEL)), glutathione-related antioxidant defense (total glutathione (reduced (GSH) and oxidized (GSSG)) and glutathione peroxidase 4 (GPX4)), and iron metabolism (iron, transferrin and ferritin) to estimate their contributions to the clinical manifestation of MS and differences between RRMS and PMS disease course. In 153 patients with RRMS and 69 with PMS, plasma/serum lipid peroxidation indicators and glutathione were quantified using ELISA and colorimetric reactions, respectively. Iron serum concentrations were determined using spectrophotometry, and transferrin and ferritin were determined using immunoturbidimetry. Compared to those with RRMS, patients with PMS had decreased 4-HNE (median, 1368.42 vs. 1580.17 pg/mL; p = 0.03). Interactive effects of MS course (RRMS/PMS) and disease-modifying therapy status on MDA (p = 0.009) and HEL (p = 0.02) levels were detected. In addition, the interaction of disease course and self-reported fatigue revealed significant impacts on 4-HNE levels (p = 0.01) and the GSH/GSSG ratio (p = 0.04). The results also show an association of MS course (p = 0.03) and EDSS (p = 0.04) with GSH levels. No significant changes were observed in the serum concentrations of iron metabolism indicators between the two patient groups (p > 0.05). We suggest circulatory 4-HNE as an important parameter related to differences between RRMS and PMS. Significant interactions of MS course and other clinically relevant parameters with changes in redox processes associated with ferroptosis support the further investigation of MS with a larger sample while taking into account both circulatory and central nervous system estimation.
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Affiliation(s)
- Ljiljana Stojkovic
- Laboratory for Radiobiology and Molecular Genetics, VINČA Institute of Nuclear Sciences—National Institute of the Republic of Serbia, University of Belgrade, P.O. Box 522, 11000 Belgrade, Serbia; (A.D.); (A.S.); (T.D.)
| | - Ana Djordjevic
- Laboratory for Radiobiology and Molecular Genetics, VINČA Institute of Nuclear Sciences—National Institute of the Republic of Serbia, University of Belgrade, P.O. Box 522, 11000 Belgrade, Serbia; (A.D.); (A.S.); (T.D.)
| | - Milan Stefanovic
- Laboratory for Radiobiology and Molecular Genetics, VINČA Institute of Nuclear Sciences—National Institute of the Republic of Serbia, University of Belgrade, P.O. Box 522, 11000 Belgrade, Serbia; (A.D.); (A.S.); (T.D.)
| | - Aleksandra Stankovic
- Laboratory for Radiobiology and Molecular Genetics, VINČA Institute of Nuclear Sciences—National Institute of the Republic of Serbia, University of Belgrade, P.O. Box 522, 11000 Belgrade, Serbia; (A.D.); (A.S.); (T.D.)
| | - Evica Dincic
- Clinic for Neurology, Military Medical Academy, 11000 Belgrade, Serbia;
- Medical Faculty of the Military Medical Academy, University of Defence, 11000 Belgrade, Serbia
| | - Tamara Djuric
- Laboratory for Radiobiology and Molecular Genetics, VINČA Institute of Nuclear Sciences—National Institute of the Republic of Serbia, University of Belgrade, P.O. Box 522, 11000 Belgrade, Serbia; (A.D.); (A.S.); (T.D.)
| | - Maja Zivkovic
- Laboratory for Radiobiology and Molecular Genetics, VINČA Institute of Nuclear Sciences—National Institute of the Republic of Serbia, University of Belgrade, P.O. Box 522, 11000 Belgrade, Serbia; (A.D.); (A.S.); (T.D.)
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Zanghì A, Di Filippo PS, Avolio C, D'Amico E. Siponimod following Alemtuzumab in secondary progressive MS: investigating sequential therapy-A case series. Mult Scler Relat Disord 2024; 90:105795. [PMID: 39151236 DOI: 10.1016/j.msard.2024.105795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2024] [Revised: 07/19/2024] [Accepted: 07/29/2024] [Indexed: 08/19/2024]
Abstract
Alemtuzumab, a humanized anti-CD52 monoclonal antibody, is approved for treatment of highly active relapsing multiple sclerosis (MS) but requires vigilant post-treatment monitoring due to associated risks. The prescription of subsequent therapies following Alemtuzumab, as mandated by label guidance for a treatment-free period of at least 5 years, presents a complex challenge, particularly if there is concurrent conversion to secondary progressive disease course. We described a case-series of five patients starting therapy with Siponimod and followed up for 12 months period converted to secondary progressive MS previously exposed to Alemtuzumab. All patients received Siponimod 2 mg. Clinical evaluation measured with Expanded Disability Status Scale and cognitive evaluation measured with Brief International Cognitive Assessment for Multiple Sclerosis were stable after 12 months on therapy. No severe lymphopenia was recorded, nor serious adverse events. In conclusion, the long-term management of patients treated with Alemtuzumab transitioning to secondary progressive MS requires a proactive and multidisciplinary approach. By addressing the challenges associated with treatment limitations and short-term monitoring recommendations while considering alternative therapeutic options like Siponimod, clinicians can optimize outcomes and ensure continuity of care for individuals with MS.
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Affiliation(s)
- Aurora Zanghì
- Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
| | | | - Carlo Avolio
- Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy
| | - Emanuele D'Amico
- Department of Medical and Surgical Sciences, University of Foggia, Foggia, Italy.
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Agostini S, Mancuso R, Citterio LA, Caputo D, Oreni L, Nuzzi R, Pasanisi MB, Rovaris M, Clerici M. Serum miR-34a-5p, miR-103a-3p, and miR-376a-3p as possible biomarkers of conversion from relapsing-remitting to secondary progressive multiple sclerosis. Neurobiol Dis 2024; 200:106648. [PMID: 39181188 DOI: 10.1016/j.nbd.2024.106648] [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: 10/20/2023] [Revised: 08/21/2024] [Accepted: 08/21/2024] [Indexed: 08/27/2024] Open
Abstract
Relapsing-remitting (RR) Multiple Sclerosis (MS) is the most common form of the disease; RRMS patients can maintain their clinical phenotype throughout life or can develop a secondary progressive (SP) course over time. We investigated whether circulating miRNAs can predict RR-to-SPMS conversion. A serum miRNAs profile was initially analyzed in a cross-sectional study by qPCR in 16 patients (8 RRMS and 8 SPMS) (Discovery cohort). Three miRNAs, i.e. miR-34a-5p, miR-103a-3p and miR-376a-3p, were significantly up-regulated in SPMS compared to RRMS patients (p < 0.0 5). Serum concentration of the same miRNAs was subsequently analyzed in a retrospective study by ddPCR at baseline in 69 RRMS patients who did (N = 36 cSPMS) or did not (N = 33) convert into SPMS over a 10-year observation period (Study cohort). The results showed that these miRNAs were significantly increased at baseline only in those RRMS patients who converted to SPMS over time. miR-34a-5p and miR-376a-3p alone were significantly increased in cSPMS sera at the end of the 10-years period too. Serum concentration of miR-34a-5p, miR-103a-3p and miR-376a-3p is increased in RRMS patients several years before their conversion to SPMS. These miRNAs might be useful biomarkers to predict the conversion from RRMS to SPMS.
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Affiliation(s)
| | | | | | | | - Letizia Oreni
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
| | | | | | - Marco Rovaris
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
| | - Mario Clerici
- IRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy; Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
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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.
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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
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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.
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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
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Oreja-Guevara C, Meca-Lallana JE, Díaz-Díaz J, Ara JR, Hernández Pérez MÁ, Gracia Gil J, Alonso Torres AM, Pilo de la Fuente B, Ramió-Torrentà L, Eichau Madueño S, Gascón-Giménez F, Casanova B, Martínez-Yélamos S, Aguado Valcárcel M, Martínez Ginés ML, El Berdei Montero Y, López Real AM, González-Quintanilla V, De Torres L, Martínez-Rodríguez JE, Costa-Frossard L, Garcés Redondo M, Labiano Fontcuberta A, Castellanos-Pinedo F, García Merino JA, Muñoz Fernández C, Castillo-Triviño T, Meca-Lallana V, Peña Martínez J, Rodríguez-Antigüedad A, Prieto González JM, Agüera Morales E, Pérez Molina I, Solar Sánchez DM, Herrera Varo N, Romero Sevilla R, Gómez Vicente L, Río J. Clinical characteristics and impact on patient-reported outcomes and quality of life of people with ambulatory secondary progressive multiple sclerosis: DISCOVER study. Mult Scler Relat Disord 2024; 90:105787. [PMID: 39142050 DOI: 10.1016/j.msard.2024.105787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 06/07/2024] [Accepted: 07/22/2024] [Indexed: 08/16/2024]
Abstract
BACKGROUND People with secondary progressive multiple sclerosis (pwSPMS) experience increasing disability, which impacts negatively on their health-related quality of life (HRQoL). Our aims were to assess the impact of secondary progressive multiple sclerosis (SPMS) on functional status and HRQoL and describe the clinical profile in this population. METHODS DISCOVER is an observational, cross-sectional, multicenter study with retrospective data collection in real-world clinical practice in Spain. Sociodemographic and clinical variables, functional and cognitive scales, patient-reported outcomes (PROs), and direct healthcare, and non-healthcare and indirect costs were collected. RESULTS A total of 297 evaluable pwSPMS with a EDSS score between 3-6.5 participated: 62.3 % were female and 18.9 % had active SPMS. At the study visit, 77 % of them presented an Expanded Disability Scale Score (EDSS) of 6-6.5. Nearly 40 % did not receive any disease-modifying treatment. Regarding the working situation, 61.6 % were inactive due to disability. PROs: 99.3 % showed mobility impairment in EuroQoL-5 Dimensions-5 Levels, and about 60 % reported physical impact on the Multiple Sclerosis Impact Scale-29. Fatigue was present in 76.1 %, and almost 40 % reported anxiety or depression. The Symbol Digit Modalities Test was used to assess cognitive impairment; 80 % of the patients were below the mean score. Participants who presented relapses two years before and had high EDSS scores had a more negative impact on HRQoL. PwSPMS with a negative impact on HRQoL presented a higher cost burden, primarily due to indirect costs. CONCLUSIONS PwSPMS experience a negative impact on their HRQoL, with a high physical impact, fatigue, cognitive impairment, and a high burden of indirect costs.
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Affiliation(s)
- Celia Oreja-Guevara
- Department of Neurology, Hospital Clinico San Carlos, IdISSC, Madrid, Spain; Department of Medicine, Medicine University, Complutense University of Madrid (UCM), Madrid, Spain.
| | - José E Meca-Lallana
- CSUR Multiple Sclerosis and Clinical Neuroimmunology Unit, Neurology Department, Virgen de la Arrixaca Clinical University Hospital, IMIB-Arrixaca, Murcia, Spain
| | - Judit Díaz-Díaz
- Department of Neurology, Hospital Clinico San Carlos, IdISSC, Madrid, Spain
| | - José-Ramón Ara
- Neurology Department, Miguel Servet University Hospital, Zaragoza, Spain
| | | | - Julia Gracia Gil
- Neurology Department, Albacete University Hospital Complex, Albacete, Spain
| | - Ana María Alonso Torres
- CSUR Multiple Sclerosis, Neurology Department, Málaga Regional University Hospital, Málaga, Spain
| | | | - Lluís Ramió-Torrentà
- Neuroimmunology and Multiple Sclerosis Unit, Neurology Department, Dr. Josep Trueta University Hospital, IDIBGI, Girona, Spain
| | | | | | - Bonaventura Casanova
- Neuroinmunology Unit, University and Polytechnic La Fe Hospital, València, Spain
| | - Sergio Martínez-Yélamos
- Neurology Department, Bellvitge-IDIBELL University Hospital, L'Hospitalet De Llobregat, Barcelona, Spain
| | | | | | | | | | | | - Laura De Torres
- Neurology Department, Torrejón University Hospital, Madrid, Spain
| | | | | | | | | | | | | | | | | | | | | | | | - José María Prieto González
- Neurology Department, Santiago Clinical University Hospital, Instituto de Investigaciones Sanitarias de Santiago, Santiago de Compostela, Spain
| | | | | | | | | | | | | | - Jordi Río
- Neurology Department, CEMCAT, Vall d'Hebrón University Hospital, Barcelona, Spain
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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.
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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.
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Niedziela N, Nowak-Kiczmer M, Malciene L, Stasiołek M, Niedziela JT, Czuba ZP, Lis M, Sowa A, Adamczyk-Sowa M. Serum Vitamin D3 as a Potential Biomarker for Neuronal Damage in Smoldering Multiple Sclerosis. Int J Mol Sci 2024; 25:10502. [PMID: 39408830 PMCID: PMC11476431 DOI: 10.3390/ijms251910502] [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: 09/08/2024] [Revised: 09/24/2024] [Accepted: 09/27/2024] [Indexed: 10/20/2024] Open
Abstract
Permanent inflammatory demyelinating and neurodegenerative processes lead to neurological disability in patients with multiple sclerosis (MS). The anti-inflammatory properties of vitamin D3 (VitD) are well established, but its role in neurodegeneration is still uncertain. The usefulness of the serum concentration of VitD as a potential biomarker in evaluating brain injury in terms of recently known smoldering MS was under consideration. Methods: We assessed the concentrations of the parameters of brain injury (NF-H, GPAF, S100B, UCHL1) in the cerebrospinal fluid (CSF) of relapsing-remitting (RRMS, n = 123) and progressive MS (PMS, n = 88) patients in the group with normal levels of VitD (VitDn) and in the VitD deficiency group (VitDd). The levels of NF-H and UCHL1 were higher in the group of VitDd compared to VitDn. The higher serum levels of VitD were correlated with lower concentrations of GFAP, NF-H and S100B in the CSF of the whole group of MS patients and in women with MS as opposed to the levels of UCHL1. In men, there were noted negative correlations between the levels of serum VitD and GFAP and NF-H in CSF but not between VitD and S100B and UCHL1. The negative correlations were observed between VitD and the selected parameters of brain injury in MS patients, in women as well as in men. The concentrations of serum VitD together with selected parameters of brain injury in CSF seem to be promising biomarkers of neurodegeneration processes in smoldering MS.
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Affiliation(s)
- Natalia Niedziela
- Department of Neurology, Faculty of Medical Sciences in Zabrze, Medical University of Silesia in Katowice, ul. 3-go Maja 13-15, 41-800 Zabrze, Poland; (M.N.-K.); (A.S.); (M.A.-S.)
| | - Maria Nowak-Kiczmer
- Department of Neurology, Faculty of Medical Sciences in Zabrze, Medical University of Silesia in Katowice, ul. 3-go Maja 13-15, 41-800 Zabrze, Poland; (M.N.-K.); (A.S.); (M.A.-S.)
| | - Lina Malciene
- Klaipeda University Hospital, Lithuanian University of Health Sciences, 44307 Kaunas, Lithuania;
| | - Mariusz Stasiołek
- Department of Neurology, Medical University of Lodz, ul. Kopcińskiego 22, 90-153 Lodz, Poland;
| | - Jacek T. Niedziela
- 3rd Department of Cardiology, Faculty of Medical Sciences in Zabrze, Medical University of Silesia in Katowice, Silesian Centre for Heart Disease ul, M.C. Sklodowskiej 9, 41-800 Zabrze, Poland;
| | - Zenon P. Czuba
- Department of Microbiology and Immunology, Faculty of Medical Sciences in Zabrze, Medical University of Silesia in Katowice, ul. Jordana 19, 41-808 Zabrze, Poland
| | - Martyna Lis
- Department of Neurology, Faculty of Medical Sciences in Zabrze, Medical University of Silesia in Katowice, ul. 3-go Maja 13-15, 41-800 Zabrze, Poland; (M.N.-K.); (A.S.); (M.A.-S.)
| | - Agata Sowa
- Department of Neurology, Faculty of Medical Sciences in Zabrze, Medical University of Silesia in Katowice, ul. 3-go Maja 13-15, 41-800 Zabrze, Poland; (M.N.-K.); (A.S.); (M.A.-S.)
| | - Monika Adamczyk-Sowa
- Department of Neurology, Faculty of Medical Sciences in Zabrze, Medical University of Silesia in Katowice, ul. 3-go Maja 13-15, 41-800 Zabrze, Poland; (M.N.-K.); (A.S.); (M.A.-S.)
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48
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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%).
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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
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49
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Niedziela N, Nowak-Kiczmer M, Malciene L, Stasiołek M, Zalejska-Fiolka J, Czuba ZP, Niedziela JT, Szczygieł J, Lubczyński M, Adamczyk-Sowa M. Can Selected Parameters of Brain Injury Reflect Neuronal Damage in Smoldering Multiple Sclerosis? Diagnostics (Basel) 2024; 14:1993. [PMID: 39272777 PMCID: PMC11394557 DOI: 10.3390/diagnostics14171993] [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: 07/23/2024] [Revised: 08/31/2024] [Accepted: 09/07/2024] [Indexed: 09/15/2024] Open
Abstract
BACKGROUND Inflammatory demyelination and impaired recovery processes result in permanent neurodegeneration and neurological disability in patients with multiple sclerosis (MS). In terms of smoldering MS, chronic neuroinflammation develops in the early period of the disease and leads to confirmed disability accumulation. There is a great need to identify biomarkers of neurodegeneration and disease progression. METHODS A single-center prospective observational study was performed. The median age of the patients was 40 (31-52) years. Women comprised 64% of the study population. We evaluated the concentrations of the parameters of brain injury (NF-H, GFAP, S100B and UCHL1) in the cerebrospinal fluid (CSF) and the selected interleukins (ILs) in serum of 123 relapsing-remitting MS (RRMS) and 88 progressive MS (PMS) patients. RESULTS The levels of GFAP, S100B and UCHL were higher in the PMS group than the RRMS group, in contrast to the levels of NF-H. We observed a positive correlation between the selected pro-inflammatory cytokines and the parameters of brain injury. The Expanded Disability Status Scale (EDSS) score increased with GFAP and NF-H levels and was correlated with the selected ILs. The concentrations of S100B, UCHL1 and NF-H reflected the duration of MS symptoms. CONCLUSIONS The levels of brain injury parameters in the CSF and the selected serum ILs in MS patients seem to be promising biomarkers to determine neurodegeneration and neuroinflammation in smoldering MS. Further studies are warranted in this respect.
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Affiliation(s)
- Natalia Niedziela
- Department of Neurology, Faculty of Medical Sciences in Zabrze, Medical University of Silesia in Katowice, Ul. 3-go Maja 13-15, 41-800 Zabrze, Poland
| | - Maria Nowak-Kiczmer
- Department of Neurology, Faculty of Medical Sciences in Zabrze, Medical University of Silesia in Katowice, Ul. 3-go Maja 13-15, 41-800 Zabrze, Poland
| | - Lina Malciene
- Klaipeda University Hospital, Lithuanian University of Health Sciences, 44307 Kaunas, Lithuania
| | - Mariusz Stasiołek
- Department of Neurology, Medical University of Lodz, Ul. Kopcińskiego 22, 90-419 Łódź, Poland
| | - Jolanta Zalejska-Fiolka
- Department of Biochemistry, Faculty of Medical Sciences in Zabrze, Medical University of Silesia in Katowice, Ul, Jordana 19, 41-808 Zabrze, Poland
| | - Zenon P Czuba
- Department of Microbiology and Immunology, Faculty of Medical Sciences in Zabrze, Medical University of Silesia in Katowice, Ul. Jordana 19, 41-808 Zabrze, Poland
| | - Jacek T Niedziela
- 3rd Department of Cardiology, Faculty of Medical Sciences in Zabrze, Medical University of Silesia in Katowice, Silesian Centre for Heart Disease, Ul. M.C. Sklodowskiej 9, 41-800 Zabrze, Poland
| | - Jarosław Szczygieł
- Department of Neurology, Faculty of Medical Sciences in Zabrze, Medical University of Silesia in Katowice, Ul. 3-go Maja 13-15, 41-800 Zabrze, Poland
| | - Michał Lubczyński
- Department of Neurology, Faculty of Medical Sciences in Zabrze, Medical University of Silesia in Katowice, Ul. 3-go Maja 13-15, 41-800 Zabrze, Poland
| | - Monika Adamczyk-Sowa
- Department of Neurology, Faculty of Medical Sciences in Zabrze, Medical University of Silesia in Katowice, Ul. 3-go Maja 13-15, 41-800 Zabrze, Poland
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50
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Ayrignac X, Aouinti S, Vincent T, Carra-Dallière C, Charif M, Duflos C, Hirtz C, Dos Santos A, Menjot de Champfleur N, Labauge P, Lehmann S. Serum NfL and GFAP are weak predictors of long-term multiple sclerosis prognosis: A 6-year follow-up. Mult Scler Relat Disord 2024; 89:105747. [PMID: 39053395 DOI: 10.1016/j.msard.2024.105747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Revised: 06/19/2024] [Accepted: 06/23/2024] [Indexed: 07/27/2024]
Abstract
BACKGROUND Serum neurofilament light chain (sNfL) and glial fibrillary acidic protein (sGFAP) are promising biomarkers that might be associated with clinical and radiological markers of multiple sclerosis (MS) severity. However, it is not known whether they can accurately identify patients at risk of disability progression in the medium and long term. OBJECTIVES We wanted to determine the association between sNfL and sGFAP, Expanded Disability Status Scale score changes, and conversion to secondary progressive MS (SPMS) in a cohort of 133 patients with relapsing remitting MS. METHODS Blood samples were collected at inclusion to measure SNfL and sGFAP by single molecule array and their prognostic value was assessed using a linear mixed model. RESULTS In this cohort, 37 patients (27.8 % of 133) experienced disability progression and 12 patients (9.0 %) converted to SPMS during the follow-up (mean follow-up duration: 6.4 years). Only sNfL (p = 0.03) was associated with conversion to SPMS, and neither SNfL nor sGFAP was associated with disability progression. CONCLUSION Serum NfL and GFAP do not seem to accurately predict MS outcome in the long term. More studies are needed to determine how serum biomarkers, associated with other clinical and MRI biomarkers, might be used to improve MS prognostication.
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Affiliation(s)
- Xavier Ayrignac
- University of Montpellier, INM, INSERM, MS referral center & reference center for adult-onset leukodystrophies, CHU Montpellier, Montpellier, France.
| | - Safa Aouinti
- Clinical Research and Epidemiology Unit, CHU Montpellier, Univ Montpellier, Montpellier, France
| | - Thierry Vincent
- University of Montpellier, INM, INSERM, CHU Montpellier, Department of Immunology, CHU Montpellier, Montpellier, France
| | - Clarisse Carra-Dallière
- University of Montpellier, INM, INSERM, MS referral center & reference center for adult-onset leukodystrophies, CHU Montpellier, Montpellier, France
| | - Mahmoud Charif
- University of Montpellier, INM, INSERM, MS referral center & reference center for adult-onset leukodystrophies, CHU Montpellier, Montpellier, France
| | - Claire Duflos
- Clinical Research and Epidemiology Unit, CHU Montpellier, Univ Montpellier, Montpellier, France
| | - Christophe Hirtz
- University of Montpellier, IRMB CHU de Montpellier, INM INSERM, Montpellier, France
| | | | - Nicolas Menjot de Champfleur
- University of Montpellier, INSERM, CHU Montpellier, CNRS, Department of Neuroradiology, CHU Montpellier, Montpellier, France
| | - Pierre Labauge
- University of Montpellier, INM, INSERM, MS referral center & reference center for adult-onset leukodystrophies, CHU Montpellier, Montpellier, France
| | - Sylvain Lehmann
- University of Montpellier, IRMB CHU de Montpellier, INM INSERM, Montpellier, France
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