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Giordano A, Giliberti A, Clarelli F, Misra K, Mascia E, Sorosina M, Visentin G, Margoni M, Moiola L, Rocca MA, Filippi M, Esposito F, Clinical SanRaf MS Study Group. Sex hormone-related factors and the risk of PIRA in women with multiple sclerosis. J Neurol Neurosurg Psychiatry 2025; 96:686-689. [PMID: 40081962 DOI: 10.1136/jnnp-2024-335547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Collaborators] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2024] [Accepted: 02/20/2025] [Indexed: 03/16/2025]
Abstract
BACKGROUND Sex-related differences affect multiple sclerosis (MS), but the impact of sex hormones on disease progression remains unclear. We investigated whether sex hormone-related factors influence progression independent of relapse activity (PIRA) in women with MS over a long-term follow-up. METHODS The study analysed 1210 female MS patients from the San Raffaele MS Center using data from an environmental survey (2019-2023). PIRA was defined as 12-week confirmed disability progression independent of recent relapses (<30 days). Cox proportional-hazard models (adjusted for confounding factors) were used to assess the effect of hormone-related factors on PIRA risk. RESULTS Patients who used oral contraceptives before MS diagnosis had a 26% lower risk of PIRA and a delayed median time to the first PIRA event (9.94 vs 7.5 years; HR=0.74; 95% CI 0.61 to 0.89; p=0.0018). Conversely, menopause at diagnosis (HR=1.82; 95% CI 1.24 to 2.67; p=0.0022) and pregnancy before diagnosis (HR=1.22; 95% CI 1.006 to 1.47; p=0.043) were associated with a shorter time to PIRA. No significant differences were found with abortion, menstrual irregularity or fertility therapy. CONCLUSIONS This study suggests that early oral contraceptives may delay future disability progression, supporting the importance of sex hormones in MS and prompting further prospective investigations on oral contraceptives to slow disease progression.
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Affiliation(s)
- Antonino Giordano
- Department of Neurology and MS Center, IRCCS Ospedale San Raffaele, Milan, Italy
- Università Vita-Salute San Raffaele, Milan, Italy
- Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Arianna Giliberti
- Università Vita-Salute San Raffaele, Milan, Italy
- Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Ferdinando Clarelli
- Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Kaalindi Misra
- Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Elisabetta Mascia
- Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Melissa Sorosina
- Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Giulia Visentin
- Department of Neurology and MS Center, IRCCS Ospedale San Raffaele, Milan, Italy
- Università Vita-Salute San Raffaele, Milan, Italy
- Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Monica Margoni
- Department of Neurology and MS Center, IRCCS Ospedale San Raffaele, Milan, Italy
- Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Lucia Moiola
- Department of Neurology and MS Center, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Maria A Rocca
- Department of Neurology and MS Center, IRCCS Ospedale San Raffaele, Milan, Italy
- Università Vita-Salute San Raffaele, Milan, Italy
- Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Massimo Filippi
- Department of Neurology and MS Center, IRCCS Ospedale San Raffaele, Milan, Italy
- Università Vita-Salute San Raffaele, Milan, Italy
- Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Federica Esposito
- Department of Neurology and MS Center, IRCCS Ospedale San Raffaele, Milan, Italy
- Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
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Collaborators
Matteo Azzimonti, Bruno Colombo, Giulia D'Amore, Federica Esposito, Laura Ferrè, Massimo Filippi, Angela Genchi, Antonino Giordano, Simone Guerrieri, Mor Gueye, Irene Gattuso, Lucia Moiola, Paolo Preziosa, Maria A Rocca, Martina Rubin, Giulia Visentin, Vittorio Viti, Tiziana Zaccone, Chiara Zanetta,
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Kırkbir İB, Kurt B, Boz C, Terzi M, Sarı A. Predicting 5-Year EDSS in Multiple Sclerosis with LSTM Networks: A Deep Learning Approach to Disease Progression. J Clin Neurosci 2025; 136:111218. [PMID: 40174549 DOI: 10.1016/j.jocn.2025.111218] [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: 10/23/2024] [Revised: 03/19/2025] [Accepted: 03/28/2025] [Indexed: 04/04/2025]
Abstract
BACKROUNDS Multiple Sclerosis (MS) is a neurodegerative disease that is common worldwide, has no definitive cure yet, and negatively affects the individual's quality of life due to disease-related disability. Predicting disability in MS is difficult because of the complex nature of the disease. The primary goal of treating individuals with MS is to prevent or reduce irreversible neurological damage throughout the therapeutic course. Considering the importance of predicting disability MS in the early stage, in this study, we aimed to predict the 5th year score of the Extended Disability Status Scale (EDSS), which is used to measure disability levels in MS patients and allows for a comprehensive assessment of neurological functions. For this purpose, Long Short-Term Memory (LSTM), a special type of Recurrent Neural Network (RNN), designed specifically to analyze data and learn long-term relationships, was used in our study. METHODS The cohort consists of demographic and clinical variables of 1000MS patients, collected from two centers through the MSBase database. The variables used in the study were obtained from the first clinical diagnoses of MS patients during their visits in the first year (1st year) and from their follow-up visits 24 months later (2nd year) and 60 months (5th year). These variables were used as input vectors for training the LSTM model, and 5th year EDSS scores were predicted. Additionally, two different optimization methods were applied to improve the prediction performance of the LSTM model. The RMSE was used as a metric to determine the prediction performance of the model. RESULTS For the first LSTM model developed using all variables in the dataset, the RMSE on the test data was obtained as 1.46. After hyperparameter optimization and feature selection, the prediction error decreased to 1.332. In addition, according to the heat map feature selection results, age, pyramidal, cerebellar, sensory, and bowel-bladder function variables were determined as the five most important variables in predicting the 5th year EDSS. CONCLUSIONS Our results showed the effectiveness of LSTM deep learning models in predicting EDSS scores for MS patients. Unlike existing studies, our approach integrates both static and dynamic data from MS patients, leading to accurate predictions of EDSS scores ranging from 0 to 10 with minimal prediction error.
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Affiliation(s)
- İlknur Buçan Kırkbir
- Karadeniz Technical University, Faculty of Health Science, Department of Nursing, Trabzon, Turkey; Karadeniz Technical University, Institute of Medical Science, Department of Biostatistics and Medical Informatics, Trabzon, Turkey.
| | - Burçin Kurt
- Karadeniz Technical University, Institute of Medical Science, Department of Biostatistics and Medical Informatics, Trabzon, Turkey.
| | - Cavit Boz
- Karadeniz Technical University, Faculty of Medicine, Department of Neurology, Trabzon, Turkey.
| | - Murat Terzi
- Ondokuz Mayıs University, Faculty of Medicine, Department of Neurology, Samsun, Turkey.
| | - Ahmet Sarı
- Karadeniz Technical University, Faculty of Medicine, Department of Radiology, Trabzon, Turkey.
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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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Zarghami A, Hussain MA, van der Mei I, Simpson-Yap S, Ponsonby AL, Lechner-Scott J, Broadley SA, Lucas RM, Zhou Y, Lin X, Investigator Group A, Taylor BV. Long-term disability trajectories in multiple sclerosis: a group-based trajectory analysis of the AusLong cohort. J Neurol Neurosurg Psychiatry 2025; 96:424-434. [PMID: 39231584 DOI: 10.1136/jnnp-2024-333632] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Accepted: 08/21/2024] [Indexed: 09/06/2024]
Abstract
BACKGROUND Previous natural history studies highlighted a consistent heterogeneity of disability trajectories among individuals with primary or secondary progressive multiple sclerosis (MS). However, evidence on disability progression in relapsing onset MS is scarce.The aim of this study was to investigate heterogeneity in disability accumulation over 10 years following a first clinical diagnosis of central nervous system demyelination (FCD) and identify genetic, demographic, environmental and clinical factors associated with these trajectories. METHODS We used group-based trajectory models to measure heterogeneity in disability trajectories based on the Expanded Disability Status Scale (EDSS) in a prospectively assessed cohort of 263 participants. To capture sustained neurological impairments and avoid issues related to significant changes in EDSS associated with relapse, we did not consider EDSS points recorded within 3 months of a relapse. RESULTS We identified three distinct and clinically meaningful disability trajectories: No/minimal, moderate and severe. Those in the no/minimal disability trajectory showed no appreciable progression of disability (median EDSS∼1 at 10-year review) while those in the moderate and severe disability trajectories experienced disability worsening (median time to reach EDSS 4 was 9 and 7 years, respectively). Compared with the no/minimal disability trajectory, those with older age, a higher number of relapses within the first 5 years post-FCD, and a higher number of comorbidities at baseline were more likely to be in the worse disability trajectory. Surprisingly, baseline MRI and anatomical site of initial symptoms did not influence long-term outcomes. CONCLUSIONS Those at higher risk of faster MS disability progression can be identified based on their early clinical characteristics with potential therapeutic implications for early intervention and treatment escalation.
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Affiliation(s)
- Amin Zarghami
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
| | - Mohammad Akhtar Hussain
- Barwon South West Public Health Unit, Barwon Health, Geelong, Australia, Geelong, Victoria, Australia
- IMPACT-Institute for Mental and Physical Health and Clinical Translation, Deakin University School of Medicine, Geelong, Victoria, Australia
| | - Ingrid van der Mei
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
| | - Steve Simpson-Yap
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
- Neuroepidemiology unit, The University of Melbourne School of Population and Global Health, Melbourne, Victoria, Australia
| | - Anne-Louise Ponsonby
- The Florey Institute of Neuroscience and Mental Health, Parkville, Victoria, Australia
- Murdoch Children's Research Institute, Parkville, Victoria, Australia
| | - Jeanette Lechner-Scott
- The University of Newcastle Hunter Medical Research Institute, New Lambton, New South Wales, Australia
- The University of Newcastle School of Medicine and Public Health, Callaghan, New South Wales, Australia
| | - Simon A Broadley
- School of Medicine, Griffith University, Nathan, Queensland, Australia
- Department of Neurology, Gold Coast University Hospital, Southport, Queensland, Australia
| | - Robyn M Lucas
- National Centre for Epidemiology and Population Health, The Australian National University, Canberra, Australian Capital Territory, Australia
| | - Yuan Zhou
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
| | - Xin Lin
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
| | | | - Bruce V Taylor
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
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Francis G, Romain C, Jonathan E, Yohann F, David L, Hamza A, Fabien R, Emmanuelle L, Sandra V. Prognostic factors of disability progression in multiple sclerosis in real life: the OFSEP-high definition (OFSEP-HD) prospective cohort in France. BMJ Open 2025; 15:e094688. [PMID: 40194873 PMCID: PMC12001352 DOI: 10.1136/bmjopen-2024-094688] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2024] [Accepted: 03/20/2025] [Indexed: 04/09/2025] Open
Abstract
PURPOSE To determine prognostic factors of disability in multiple sclerosis (MS), that is, (1) identify determinants of the dynamics of disability progression; (2) study the effectiveness of disease-modifying treatments (DMTs); (3) merge determinants and DMTs for creating patient-centred prognostic tools and (4) conduct an economic analysis. PARTICIPANTS Individuals registered in the French Observatoire Français de la Sclérose en Plaques (OFSEP) database were included in this OFSEP-high definition cohort if they had a diagnosis of MS, were ≥15 years old and had an Expanded Disability Status Scale (EDSS) score <7. The outcomes will be assessed annually: (1) time to reach irreversible EDSS scores of 4, 6 and 7; (2) relapses and disease progression; (3) MRI-based progression, patient-reported outcomes, social consequences; and (4) combined outcomes on activity and progression. Clinical and quality-of-life data, MRI results and biological (blood, serum) samples will be collected at each follow-up. FINDINGS TO DATE A cohort of 2842 individuals, 73.4% women, mean (SD) age of 42.7 (11.6) years, median disease duration of 8.8 years, has been recruited from July 2018 to September 2020. The course of MS was relapsing remitting in 67.7%, secondary progressive in 11.9%. The mean annual relapse rate was 0.98. The disease-modifying treatment received was highly effective therapy in 50.3% and moderately effective therapy in 30.7%. FUTURE PLANS The participants will be followed until December 2026. Disease course up to four landmarks will be examined as predictors of disease progression: (1) diagnosis of MS; (2) relapse activity worsening and independent progression; (3) any recent disease activity and (4) any visit with absence of disease activity in the past 5 years. The marginal effectiveness and tolerability of treatments will be assessed. Stratified algorithms will be proposed for medical decision-making. Economic evaluation of disease cost and cost-effectiveness of new DMTs will be conducted from a public payer perspective. TRIAL REGISTRATION NUMBER NCT03603457.
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Affiliation(s)
- Guillemin Francis
- CHRU, INSERM, Université de Lorraine, CIC Clinical Epidemiology, Nancy, Grand Est, France
- Université de Lorraine, INSERM, INSPIIRE, Paris, Île-de-France, France
| | - Casey Romain
- Université de Lyon, Université Claude Bernard Lyon 1, Lyon, France
| | - Epstein Jonathan
- CHRU, INSERM, Université de Lorraine, CIC Clinical Epidemiology, Nancy, Grand Est, France
- Université de Lorraine, INSERM, INSPIIRE, Paris, Île-de-France, France
| | - Foucher Yohann
- CIC 1402 INSERM, CHU de Poitiers, Université de Poitiers, Poitiers, France
| | - Laplaud David
- CHU Nantes, Service de Neurologie, CRC-SEP, Nantes Université, INSERM, CIC 1413, Center for Research in Transplantation and Translational Immunology, UMR 1064, F-44000, Nantes, France
| | - Achit Hamza
- CHRU, INSERM, Université de Lorraine, CIC Clinical Epidemiology, Nancy, Grand Est, France
| | - Rollot Fabien
- Université de Lyon, Université Claude Bernard Lyon 1, Lyon, France
| | - Leray Emmanuelle
- Univ Rennes, EHESP, CNRS, INSERM, Arènes-UMR 6051, RSMS (Recherche sur les Services et Management en Santé)-U 1309, Rennes, France
| | - Vukusic Sandra
- Université de Lyon, Université Claude Bernard Lyon 1, Lyon, France
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Müller J, Sharmin S, Lorscheider J, Horakova D, Kubala Havrdova E, Eichau S, Patti F, Grammond P, Buzzard K, Skibina O, Prat A, Girard M, Grand'Maison F, Alroughani R, Lechner-Scott J, Spitaleri D, Barnett M, Cartechini E, Sa MJ, Gerlach O, van der Walt A, Butzkueven H, Prevost J, Castillo-Triviño T, Yamout B, Khoury SJ, Yaldizli Ö, Derfuss T, Granziera C, Kuhle J, Kappos L, Roos I, Kalincik T. Treatment De-escalation in Relapsing-Remitting Multiple Sclerosis: An Observational Study. CNS Drugs 2025; 39:403-416. [PMID: 39953338 PMCID: PMC11909097 DOI: 10.1007/s40263-025-01164-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/21/2025] [Indexed: 02/17/2025]
Abstract
BACKGROUND In relapsing-remitting multiple sclerosis (RRMS), extended exposure to high-efficacy disease modifying therapy may increase the risk of side effects, compromise treatment adherence, and inflate medical costs. Treatment de-escalation, here defined as a switch to a lower efficacy therapy, is often considered by patients and physicians, but evidence to guide such decisions is scarce. In this study, we aimed to compare clinical outcomes between patients who de-escalated therapy versus those who continued their therapy. METHODS In this retrospective analysis of data from an observational, longitudinal cohort of 87,239 patients with multiple sclerosis (MS) from 186 centers across 43 countries, we matched treatment episodes of adult patients with RRMS who underwent treatment de-escalation from either high- to medium-, high- to low-, or medium- to low-efficacy therapy with counterparts that continued their treatment, using propensity score matching and incorporating 11 variables. Relapses and 6-month confirmed disability worsening were assessed using proportional and cumulative hazard models. RESULTS Matching resulted in 876 pairs (de-escalators: 73% females, median [interquartile range], age 40.2 years [33.6, 48.8], Expanded Disability Status Scale [EDSS] 2.5 [1.5, 4.0]; non-de-escalators: 73% females, age 40.8 years [35.5, 47.9], and EDSS 2.5 [1.5, 4.0]), with a median follow-up of 4.8 years (IQR 3.0, 6.8). Patients who underwent de-escalation faced an increased hazard of future relapses (hazard ratio 2.36 and 95% confidence intervals [CI] [1.79-3.11], p < 0.001), which was confirmed when considering recurrent relapses (2.43 [1.97-3.00], p < 0.001). It was also consistent across subgroups stratified by age, sex, disability, disease duration, and time since last relapse. CONCLUSIONS On the basis of this observational analysis, de-escalation may not be recommended as a universal treatment strategy in RRMS. The decision to de-escalate should be considered on an individual basis, as its safety is not clearly guided by specific patient or disease characteristics evaluated in this study.
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Affiliation(s)
- Jannis Müller
- CORe, Department of Medicine, University of Melbourne, Melbourne, VIC, 3000, Australia
- Neuroimmunology Centre, Department of Neurology, Royal Melbourne Hospital, Melbourne, 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, VIC, 3000, Australia
- Neuroimmunology Centre, Department of Neurology, Royal Melbourne Hospital, Melbourne, 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
| | - 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
| | - 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
| | - Sara Eichau
- Department of Neurology, Hospital Universitario Virgen Macarena, Sevilla, Spain
| | - Francesco Patti
- Department of Medical and Surgical Sciences and Advanced Technologies, GF Ingrassia, Catania, Italy
| | | | - Katherine Buzzard
- Department of Neurosciences, Box Hill Hospital, Melbourne, Australia
| | - Olga Skibina
- Department of Neurology, Box Hill Hospital, Melbourne, Australia
| | - Alexandre Prat
- CHUM MS Center, Universite de Montreal, Montreal, Canada
| | - Marc Girard
- CHUM MS Center, Universite de Montreal, Montreal, Canada
| | | | - Raed Alroughani
- Division of Neurology, Department of Medicine, Amiri Hospital, Sharq, Kuwait
| | | | - Daniele Spitaleri
- Azienda Ospedaliera di Rilievo Nazionale San Giuseppe Moscati Avellino, Avellino, Italy
| | | | | | - Maria Jose Sa
- Department of Neurology, Centro Hospitalar Universitario de Sao Joao, and Faculty of Health Sciences, University Fernando Pessoa, Porto, Portugal
| | - 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
| | | | | | | | | | - Bassem Yamout
- Neurology Institute, Harley Street Medical Center, Abu Dhabi, UAE
| | - Samia J Khoury
- Nehme and Therese Tohme Multiple Sclerosis Center, American University of Beirut Medical Center, Beirut, Lebanon
| | - Özgür Yaldizli
- 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
| | - Tobias Derfuss
- 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
| | - Cristina Granziera
- 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, VIC, 3000, Australia
- Neuroimmunology Centre, Department of Neurology, Royal Melbourne Hospital, Melbourne, Australia
| | - Tomas Kalincik
- CORe, Department of Medicine, University of Melbourne, Melbourne, VIC, 3000, Australia.
- Neuroimmunology Centre, Department of Neurology, Royal Melbourne Hospital, Melbourne, Australia.
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David T, Lobjois Q, Tressières B, Signaté A, Lannuzel A, Cabre P, Chaumont H. Early intensive therapy versus escalation strategy in French Caribbean multiple sclerosis cohort. Eur J Neurol 2025; 32:e70030. [PMID: 39887804 PMCID: PMC11782180 DOI: 10.1111/ene.70030] [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: 04/24/2024] [Accepted: 12/02/2024] [Indexed: 02/01/2025]
Abstract
BACKGROUND Data on Escalation Therapy versus Early Intensive Therapy (EIT) Strategy in multiple sclerosis (MS) are lacking, particularly in Afro-Caribbean cases, known for their severity. OBJECTIVES To assess efficacy and safety of these strategies in a predominantly Afro-Caribbean relapsing-remitting MS population. METHODS A multicenter retrospective study of 195 MS patients, including 66 on EIT, with ≥2 years follow-up. PRIMARY OUTCOME Kaplan-Meier curves and log-rank test were used to assess irreversible progression to EDSS scores of 3, 6, and 8. SECONDARY OUTCOMES change in EDSS score, risk factors for EDSS progression, and severe adverse effects. RESULTS EIT showed slower EDSS 3 progression than Escalation (median survival 13.5 vs. 9.8 years, p = 0.024). After a median follow-up of 8 years, 89.5% on EIT remained free from EDSS 3 versus 63.8% on Escalation. Univariate analysis linked Escalation (hazard ratio (HR; 95% CI): 2.42 [1.09-5.34]), age at first relapse (HR: 1.04 [1.01-1.06]), incomplete symptom regression (HR: 1.69 [1.02-2.77]), and EDSS 3 progression. EDSS stabilized or decreased with EIT but worsened with Escalation (p < 0.001). Safety profiles were similar. CONCLUSIONS EIT extends median time to irreversible EDSS 3 in Afro-Caribbean individuals compared to Escalation, supporting its preference as initial treatment.
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Affiliation(s)
- Thomas David
- Department of NeurologyUniversity Hospital of GuadeloupePointe‐à‐Pitre/AbymesGuadeloupeFrance
- Faculty of MedicineUniversity of the AntillesPointe‐à‐PitreFrance
| | - Quentin Lobjois
- Department of NeurologyPierre Zobda‐Quitman University HospitalFort de FranceMartiniqueFrance
| | - Benoit Tressières
- Antilles Guyane Clinical Investigation Center, Inserm CIC 1424University Hospital of GuadeloupePointe‐à‐Pitre/AbymesGuadeloupeFrance
| | - Aissatou Signaté
- Department of NeurologyPierre Zobda‐Quitman University HospitalFort de FranceMartiniqueFrance
| | - Annie Lannuzel
- Department of NeurologyUniversity Hospital of GuadeloupePointe‐à‐Pitre/AbymesGuadeloupeFrance
- Faculty of MedicineUniversity of the AntillesPointe‐à‐PitreFrance
- Antilles Guyane Clinical Investigation Center, Inserm CIC 1424University Hospital of GuadeloupePointe‐à‐Pitre/AbymesGuadeloupeFrance
- Faculty of MedicineSorbonne UniversityParisFrance
- National Institute of Health and Medical Research, U 1127, CNRS, Joint Research Unit (UMR) 7225Brain Institute, ICMParisFrance
| | - Philippe Cabre
- Department of NeurologyPierre Zobda‐Quitman University HospitalFort de FranceMartiniqueFrance
| | - Hugo Chaumont
- Department of NeurologyUniversity Hospital of GuadeloupePointe‐à‐Pitre/AbymesGuadeloupeFrance
- Faculty of MedicineUniversity of the AntillesPointe‐à‐PitreFrance
- Antilles Guyane Clinical Investigation Center, Inserm CIC 1424University Hospital of GuadeloupePointe‐à‐Pitre/AbymesGuadeloupeFrance
- Faculty of MedicineSorbonne UniversityParisFrance
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8
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Anwar S, Lin PCP, Pacheco L, Imai K, Tan Z, Song Z, Wakamatsu Y, Minamiya Y, Cheng J, Ko C, Inoue M. Decreased lymph node estrogen levels cause nonremitting progressive experimental autoimmune encephalomyelitis disease. PNAS NEXUS 2025; 4:pgaf010. [PMID: 39871825 PMCID: PMC11770340 DOI: 10.1093/pnasnexus/pgaf010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/24/2024] [Accepted: 12/19/2024] [Indexed: 01/29/2025]
Abstract
Estrogen, a steroid hormone synthesized by both gonadal and nongonadal tissues, plays a pivotal role in modulating immune responses, including reducing relapse rates in relapsing-remitting multiple sclerosis (MS). This study explored the expression of aromatase, the enzyme responsible for estrogen synthesis, in lymph nodes (LNs) and its potential role in the pathogenesis of MS using a mouse model. We utilized Cyp19-RFP mice where cells that express or have previously expressed the Cyp19 gene (encoding aromatase) are marked by red fluorescent protein (RFP). RFP was detected in the high endothelial venules of all morphologically identifiable LNs, indicating aromatase activity within these tissues. We discovered that LNs actively synthesize 17β-estradiol, but this activity declines with age. Targeted delivery of an aromatase inhibitor specifically to LNs induced an interferon-β-resistant experimental autoimmune encephalomyelitis (EAE) phenotype. This phenotype was accompanied by significant gray matter atrophy in the spinal cord. These findings underscore LNs as crucial sites of de novo 17β-estradiol production, potentially contributing to nonremitting EAE phenotypes. The observed decline in 17β-estradiol likely exacerbates MS pathogenesis in aging mice. Importantly, aromatase expression in human cervical LNs suggests that these sites may similarly contribute to estrogen synthesis in humans, potentially opening new avenues for understanding and treating MS.
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Affiliation(s)
- Shehata Anwar
- Department of Comparative Biosciences, The University of Illinois at Urbana-Champaign, 2001 South Lincoln Avenue, Urbana, IL 61802, USA
- Faculty of Veterinary Medicine, Department of Pathology, Beni-Suef University (BSU), Beni-Suef 62511, Egypt
| | - Po-Ching Patrick Lin
- Department of Comparative Biosciences, The University of Illinois at Urbana-Champaign, 2001 South Lincoln Avenue, Urbana, IL 61802, USA
| | - Lazaro Pacheco
- Materials Science and Engineering, University of Illinois at Urbana-Champaign, 1304 West Green Street, Urbana, IL 61801, USA
| | - Kazuhiro Imai
- Department of Thoracic Surgery, Akita University Graduate School of Medicine, 1-1-1 Hondo, Akita 010-8543, Japan
| | - Zhengzhong Tan
- Materials Science and Engineering, University of Illinois at Urbana-Champaign, 1304 West Green Street, Urbana, IL 61801, USA
| | - Ziyuan Song
- Materials Science and Engineering, University of Illinois at Urbana-Champaign, 1304 West Green Street, Urbana, IL 61801, USA
| | - Yuki Wakamatsu
- Department of Thoracic Surgery, Akita University Graduate School of Medicine, 1-1-1 Hondo, Akita 010-8543, Japan
| | - Yoshihiro Minamiya
- Department of Thoracic Surgery, Akita University Graduate School of Medicine, 1-1-1 Hondo, Akita 010-8543, Japan
| | - Jianjun Cheng
- Materials Science and Engineering, University of Illinois at Urbana-Champaign, 1304 West Green Street, Urbana, IL 61801, USA
- School of Engineering, Westlake University, Hangzhou 310030, China
| | - CheMyong Ko
- Department of Comparative Biosciences, The University of Illinois at Urbana-Champaign, 2001 South Lincoln Avenue, Urbana, IL 61802, USA
| | - Makoto Inoue
- Department of Comparative Biosciences, The University of Illinois at Urbana-Champaign, 2001 South Lincoln Avenue, Urbana, IL 61802, USA
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Albishi AM, Alruwaili MB, Alsubiheen AM, Alnahdi AH, Alokaily AO, Algabbani MF, Alrahed Alhumaid LA, Alderaa AA, Aljarallah S. Cross-cultural adaptation and validation of the Arabic version of the Multiple Sclerosis Impact Scale-29. Disabil Rehabil 2025; 47:485-492. [PMID: 38738778 DOI: 10.1080/09638288.2024.2350618] [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: 10/17/2023] [Revised: 04/09/2024] [Accepted: 04/29/2024] [Indexed: 05/14/2024]
Abstract
PURPOSE The Multiple Sclerosis Impact Scale-29 (MSIS-29) is a patient self-reported outcome (PRO) that measures patients' quality of life, and it is divided into two sub-scales for the physical (PHYS) and psychological (PSYCH) domains. This study aimed to translate the MSIS-29 into Arabic, cross-culturally adapt it, and examine its psychometric properties. MATERIALS AND METHODS One hundred fifty patients with MS completed the MSIS-29-Ar, the Functional Assessment of Multiple Sclerosis (FAMS), and the Short-Form Health Survey (SF-36). After one week, 60 participants were asked to complete the MSIS-29-Ar again to examine test-retest reliability. RESULTS The MSIS-29-Ar was clear and understandable among patients with MS in Saudi Arabia. The internal consistency for the MSIS-29-Ar-PHYS was excellent, with a Cronbach's alpha of 0.955, and was good for the MSIS-29-Ar-PSYCH, with a Cronbach's alpha of 0.891. The test-retest reliability for MSIS-29-Ar-PHYS was ICC2,1 = 0.97; 95% confidence interval (0.93, 0.99) and ICC2,1 = 0.95.; 95% confidence interval (0.897, 0.976) for MSIS-29-Ar-PSYCH domains. The minimal detectable change with 95% confidence (MDC95) was 10.28 and 13.37 for the MSIS-29-Ar-PHYS and MSIS-29-Ar-PSYCH, respectively. No floor and ceiling effects were observed. Convergent and divergent validity was supported by 75% of the predefined hypotheses and correlated with the other health-related quality-of-life measures, SF-36 and FAMS. CONCLUSION The MSIS-29-Ar questionnaire is a valid and reliable outcome measure among Saudi patients with MS.IMPLICATION FOR REHABILITATIONRehabilitation specialists can confidently interpret patient scores in the MSIS-29-Ar to measure physical and psychological factors impacting patients' quality of life with Multiple Sclerosis (MS).Patients with unchanged clinical status will have similar scores in the MSIS-29-Ar with repeated scale administrations over time.The MSIS-29-Ar can be used in clinical practice and research studies to measure factors that impact the quality of life in Arabic-speaking patients with MS.
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Affiliation(s)
- Alaa M Albishi
- Department of Health Rehabilitation Sciences, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Malak B Alruwaili
- Department of Health Rehabilitation Sciences, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Abdulrahman M Alsubiheen
- Department of Health Rehabilitation Sciences, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Ali H Alnahdi
- Department of Health Rehabilitation Sciences, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Ahmad O Alokaily
- Department of Biomedical Technology, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Maha F Algabbani
- Department of Health Rehabilitation Sciences, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Lolwah A Alrahed Alhumaid
- Department of Health Rehabilitation Sciences, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Asma A Alderaa
- Department of Health Rehabilitation Sciences, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Salman Aljarallah
- Department of Medicine, Neurology section, College of Medicine, King Saud University, Riyadh, Saudi Arabia
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10
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Ridley B, Nonino F, Baldin E, Casetta I, Iuliano G, Filippini G. Azathioprine for people with multiple sclerosis. Cochrane Database Syst Rev 2024; 12:CD015005. [PMID: 39651635 PMCID: PMC11626701 DOI: 10.1002/14651858.cd015005.pub2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2024]
Abstract
BACKGROUND Multiple sclerosis (MS) is an immune-mediated, chronic, inflammatory demyelinating disease of the central nervous system, impacting around 2.8 million people worldwide. Characterised by recurrent relapses or progression, or both, it represents a substantial global health burden, affecting people, predominantly women, at a young age (the mean age of diagnosis is 32 years). Azathioprine is used to treat chronic inflammatory and autoimmune diseases, and it is used in clinical practice as an off-label intervention for MS, especially where access to on-label disease-modifying treatments (DMTs) for MS is limited. Given this, a review of azathioprine's benefits and harms would be timely and valuable to inform shared healthcare decisions. OBJECTIVES To evaluate the benefits and harms of azathioprine (AZA) for relapsing and progressive multiple sclerosis (MS), compared to other disease-modifying treatments (DMTs), placebo or no treatment. Specifically, we will assess the following comparisons. AZA compared with other DMTs or placebo as first-choice treatment for relapsing forms of multiple sclerosis AZA compared with other DMTs or placebo for relapsing forms of MS when switching from another DMT AZA compared with other DMTs or placebo as first-choice treatment for progressive forms of MS AZA compared with other DMTs or placebo for progressive forms of MS when switching from another DMT SEARCH METHODS: We conducted an extensive search for relevant literature using standard Cochrane search methods. The most recent search date was 9 August 2023. SELECTION CRITERIA We included randomised controlled trials (RCTs) lasting 12 months or more that compared azathioprine versus DMTs, placebo or no intervention in adults with MS. We considered evidence from non-randomised studies of interventions (NRSIs) as these studies may provide additional evidence not available from RCTS. We excluded cluster-randomised trials, cross-over trials, interrupted time series, case reports and studies of within-group design with no control group. DATA COLLECTION AND ANALYSIS We followed standard Cochrane methodology. There were three outcomes we considered to be critical: disability, relapse and serious adverse events (SAEs, as defined in the studies). We were also interested in other important outcomes: quality-of-life (QoL) impairment (mental score), short-term adverse events (gastrointestinal disorders), long-term adverse events (neoplasms) and mortality. MAIN RESULTS We included 14 studies: eight RCTs (1076 participants included in meta-analyses) and six NRSIs (1029 participants). These studies involved people with relapsing and progressive MS. Most studies included more women (57 to 83%) than men, with participants' average age at the onset of MS being between 29.4 and 33.4 years. Five RCTs and all six NRSIs were conducted in Europe (1793 participants); two RCTs were conducted in the USA (126 participants) and one in Iran (94 participants). The RCTs lasted two to three years, while NRSIs looked back up to 10 years. Four studies received some funding or support from commercial interests and five were funded by government or philanthropy; the other five provided no information about funding. There are three ongoing studies. Comparison groups included other DMTs (interferon beta and cyclosporine A), placebo or no treatment. Below, we report on azathioprine as a 'first choice' treatment compared to interferon beta for people with relapsing MS. None of the studies reported on any critical or important outcome for this comparison for progressive MS. No study was retrieved comparing azathioprine to placebo or other DMTs for either relapsing or progressive MS. Furthermore, the NRSIs did not provide information not already covered in the RCTs. Azathioprine as a first-choice treatment compared to other DMTs (specifically, interferon beta) for relapsing MS - The evidence is very uncertain about the effect of azathioprine on the number of people with disability progression over two years compared to interferon beta (risk ratio (RR) 0.19, 95% confidence interval (CI) 0.02 to 1.58; 1 RCT, 148 participants; very low certainty evidence). - Azathioprine may decrease the number of people with relapses over a one- to two-year follow-up compared to interferon beta (RR 0.61, 95% CI 0.43 to 0.86; 2 RCTs, 242 participants; low-certainty evidence). - Azathioprine may result in a possible increase in the number of people with SAEs over two years in comparison with interferon beta (RR 6.64, 95% CI 0.35 to 126.27; 1 RCT, 148 participants; low-certainty evidence). - The evidence is very uncertain about the effect of azathioprine on the number of people with the short-term adverse event of gastrointestinal disorders over two years compared to interferon beta (RR 5.30, 95% CI 0.15 to 185.57; 2 RCTs, 242 participants; very low certainty evidence). We found no evidence comparing azathioprine to other DMTs for QoL impairment (mental score), long-term adverse events (neoplasms) or mortality. AUTHORS' CONCLUSIONS Azathioprine has been proposed as an alternative treatment for MS when access to approved, on-label DMTs is limited, especially in resource-limited settings. The limited evidence available suggests that azathioprine may result in a modest benefit in terms of relapse frequency, with a possible increase in SAEs, when compared to interferon beta-1b, for people with relapsing-remitting multiple sclerosis. The evidence for the effect on disability progression and short-term adverse events is very uncertain. Caution is required in interpreting the conclusions of this review since our certainty in the available evidence on the benefits and harms of azathioprine in multiple sclerosis is low to very low, implying that further evidence is likely to change our conclusions. An important limitation we noted in the available evidence is the lack of long-term comparison with other treatments and the failure of most studies to measure outcomes that are important to people with multiple sclerosis, such as quality of life and cognitive decline. This is especially the case in the evidence relevant to people with progressive forms of multiple sclerosis.
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Affiliation(s)
- Ben Ridley
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
| | - Francesco Nonino
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
| | - Elisa Baldin
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy
| | | | | | - Graziella Filippini
- Scientific Director's Office, Carlo Besta Foundation and Neurological Institute, Milan, Italy
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11
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Fasching B, Mildner S, Fink F, Wanitschek A, Langweil N, Monschein T, Berger T, Leutmezer F, Seebacher B, Hotz I, Brenneis C. MuSic Moves-co-creating a music-supported exercise programme with and for people with multiple sclerosis: a bicentre participatory mixed methods study. BMJ Open 2024; 14:e091168. [PMID: 39581742 PMCID: PMC11590811 DOI: 10.1136/bmjopen-2024-091168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2024] [Accepted: 10/28/2024] [Indexed: 11/26/2024] Open
Abstract
OBJECTIVES To collaboratively develop a music-supported video-based exercise programme for people with multiple sclerosis (pwMS) with mild to severe disability. DESIGN AND SETTING We performed this participatory mixed methods study from 15 March 2022 to 22 July 2023 at two Austrian multiple sclerosis (MS) centres. PARTICIPANTS This research included 67 pwMS, of whom 18 pwMS (including two patient representatives and five MS support group leaders/members) and an additional three family members served as stakeholders. Six neurologists and six physiotherapists, each with >5 years of experience in treating pwMS were interviewed. INTERVENTION Stakeholders actively participated as members of study advisory, project steering and research groups. Researcher-supported peer-to-peer focus groups and individual interviews, conducted in three stages, gathered information on musical preferences and exercise needs. We co-developed, co-evaluated and co-adapted the music-supported exercise programme with the stakeholders. Involvement levels were measured using the Participation Check and Patient Public Involvement (PPI) Assessment Survey, self-efficacy with the Unidimensional Self-Efficacy Scale for Multiple Sclerosis and emotional states with the Self-Assessment Manikin. RESULTS We identified four themes through reflexive thematic analysis: (1) engagement; (2) ease; (3) autonomy; (4) musical meaning. Integration of qualitative and quantitative components highlighted the success of PPI activities: (a) 148 co-created, free videos are publicly available; (b) four videos provide expert interviews with general information, while 144 offer music-supported exercises tailored to pwMS with mild to severe disability; (c) patients found the videos relevant, feasible and usable in interviews and focus groups; (d) 'easy' category exercises (seated or lying) are suitable for severely affected pwMS; (e) stakeholders felt included, respected and heard, as shown by quantitative PPI assessments. CONCLUSIONS Stakeholders were essential in identifying key aspects, preferences and constraints early on. Their feedback on music and exercise shaped the project. This study transformed our approach to exercise for pwMS. Future studies are required to evaluate the programme's efficacy. TRIAL REGISTRATION NUMBER DRKS00027979.
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Affiliation(s)
- Bernhard Fasching
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Centre for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Sarah Mildner
- Department of Rehabilitation Science, Clinic for Rehabilitation Muenster, Muenster, Austria
| | - Franziska Fink
- Department of Rehabilitation Science, Clinic for Rehabilitation Muenster, Muenster, Austria
| | - Andreas Wanitschek
- Department of Rehabilitation Science, Clinic for Rehabilitation Muenster, Muenster, Austria
- Karl Landsteiner Institute for Interdisciplinary Rehabilitation Research, Muenster, Austria
| | - Nadine Langweil
- Department of Rehabilitation Science, Clinic for Rehabilitation Muenster, Muenster, Austria
| | - Tobias Monschein
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Centre for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Thomas Berger
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Centre for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Fritz Leutmezer
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Comprehensive Centre for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria
| | - Barbara Seebacher
- Department of Rehabilitation Science, Clinic for Rehabilitation Muenster, Muenster, Austria
- Karl Landsteiner Institute for Interdisciplinary Rehabilitation Research, Muenster, Austria
- Clinical Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
| | - Isabella Hotz
- Department of Rehabilitation Science, Clinic for Rehabilitation Muenster, Muenster, Austria
| | - Christian Brenneis
- Karl Landsteiner Institute for Interdisciplinary Rehabilitation Research, Muenster, Austria
- Department of Neurology, Clinic for Rehabilitation Münster, Münster, Austria
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12
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Muccio M, Sun Z, Chu D, Damadian BE, Minkoff L, Bonanni L, Ge Y. The impact of body position on neurofluid dynamics: present insights and advancements in imaging. Front Aging Neurosci 2024; 16:1454282. [PMID: 39582951 PMCID: PMC11582045 DOI: 10.3389/fnagi.2024.1454282] [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: 06/24/2024] [Accepted: 10/29/2024] [Indexed: 11/26/2024] Open
Abstract
The intricate neurofluid dynamics and balance is essential in preserving the structural and functional integrity of the brain. Key among these forces are: hemodynamics, such as heartbeat-driven arterial and venous blood flow, and hydrodynamics, such as cerebrospinal fluid (CSF) circulation. The delicate interplay between these dynamics is crucial for maintaining optimal homeostasis within the brain. Currently, the widely accepted framework for understanding brain functions is the Monro-Kellie's doctrine, which posits a constant sum of intracranial CSF, blood flow and brain tissue volumes. However, in recent decades, there has been a growing interest in exploring the dynamic interplay between these elements and the impact of external factors, such as daily changes in body position. CSF circulation in particular plays a crucial role in the context of neurodegeneration and dementia, since its dysfunction has been associated with impaired clearance mechanisms and accumulation of toxic substances. Despite the implementation of various invasive and non-invasive imaging techniques to investigate the intracranial hemodynamic or hydrodynamic properties, a comprehensive understanding of how all these elements interact and are influenced by body position remains wanted. Establishing a comprehensive overview of this topic is therefore crucial and could pave the way for alternative care approaches. In this review, we aim to summarize the existing understanding of intracranial hemodynamic and hydrodynamic properties, fundamental for brain homeostasis, along with factors known to influence their equilibrium. Special attention will be devoted to elucidating the effects of body position shifts, given their significance and remaining ambiguities. Furthermore, we will explore recent advancements in imaging techniques utilized for real time and non-invasive measurements of dynamic body fluid properties in-vivo.
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Affiliation(s)
- Marco Muccio
- Department of Radiology, NYU Grossman School of Medicine, New York, NY, United States
| | - Zhe Sun
- Department of Radiology, NYU Grossman School of Medicine, New York, NY, United States
| | - David Chu
- FONAR Corporation, Melville, NY, United States
| | - Brianna E. Damadian
- Department of Radiology, Northwell Health-Lenox Hill Hospital, New York, NY, United States
| | | | | | - Yulin Ge
- Department of Radiology, NYU Grossman School of Medicine, New York, NY, United States
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13
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Motl R, Neal W, Backus D, Hebert J, McCully K, Bethoux F, Plummer P, Ng A, Lowman J, Schmidt H, McBurney R, Cutter G. Middle-range scores from the patient determined disease steps scale reflect varying levels of walking dysfunction in multiple sclerosis. BMC Neurol 2024; 24:383. [PMID: 39390466 PMCID: PMC11465610 DOI: 10.1186/s12883-024-03871-1] [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: 05/09/2024] [Accepted: 09/19/2024] [Indexed: 10/12/2024] Open
Abstract
BACKGROUND Multiple sclerosis (MS) is a leading cause of neurological disability among young and middle-aged adults worldwide, and disability is measured using a variety of approaches, including patient reported outcome measures (PROMs) such as the Patient Determined Disease Steps (PDDS) scale. There is limited evidence for the validity of inferences from the middle-range of scores on the PDDS (i.e., 3 "gait disability" - 6 "bilateral support"), but that range of scores seemingly represents moderate disability characterized by varying levels of walking dysfunction. PURPOSE The current study examined whether the middle-range of scores from the PDDS reflect varying levels of walking dysfunction among people with MS. METHOD Participants (N = 374) completed the Patient Determined Disease Steps (PDDS) scale, Multiple Sclerosis Walking Scale-12 (MSWS-12), timed 25-foot walk (T25FW), six-minute walk (6 MW), Modified Fatigue Impact Scale (MFIS), and Multiple Sclerosis Impact Scale-29 (MSIS-29), and underwent a neurological exam for generating an Expanded Disability Status Scale (EDSS) score as part of screening and baseline data collection for a clinical trial of exercise training in MS. We undertook a series of linear trend analyses that examined differences in the outcomes of EDSS, T25FW, 6 MW, MSWS-12, MFIS subscales, and MSIS-29 subscales across the 4 levels of PDDS scores (i.e., 3-6). RESULTS There were statistically significant and strong linear trends for EDSS (F1,370 = 306.1, p < .0001, η2 = 0.48), T25FW (F1,370 = 161.0, p < .0001, η2 = 0.32), 6 MW (F1,370 = 178.9, p < .0001, η2 = 0.34), and MSWS-12 (F1,370 = 97.0, p < .0001, η2 = 0.24). There was a strong correlation between PDDS and EDSS scores (rs = 0.695, 95% CI = 0.643, 0.748). Both PDDS and EDSS scores had strong correlations with walking outcomes, yet weaker correlations with measures of fatigue and QOL. CONCLUSION The PDDS could serve as a simple, inexpensive, and rapidly administered PROM for remote screening and early detection of walking dysfunction for initial eligibility into clinical trials and practice for managing mobility-specific disability in MS. REGISTRATION The study was registered on ClinicalTrials.gov on March 19, 2018 (NCT03468868).
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Affiliation(s)
- Robert Motl
- Department of Kinesiology and Nutrition, University of Illinois at Chicago, 1919 West Taylor St, Applied Health Sciences Building, Room 506J, Chicago, IL, 60612, USA.
| | - Whitney Neal
- Department of Physical Therapy, University of Alabama at Birmingham, Birmingham, AL, USA
| | | | - Jeffrey Hebert
- School of Medicine, University of Colorado Anschutz Medical Campus, Denver, CO, USA
| | - Kevin McCully
- Department of Kinesiology, University of Georgia, Athens, GA, USA
| | - Francois Bethoux
- Mellen Center for MS, Neurological Institute, Cleveland Clinic, Cleveland, Oh, USA
| | - Prudence Plummer
- Department of Physical Therapy, MGH Institute of Health Professions, Boston, MA, USA
| | - Alexander Ng
- Program in Exercise Science, Department of Physical Therapy, Marquette University, Milwaukee, WI, USA
| | - John Lowman
- Department of Physical Therapy, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Hollie Schmidt
- Accelerated Cure Project for Multiple Sclerosis, Boston, MA, USA
| | - Robert McBurney
- Accelerated Cure Project for Multiple Sclerosis, Boston, MA, USA
| | - Gary Cutter
- Department of Biostatistics, University of Alabama at Birmingham, Birmingham, AL, USA
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Cuerda-Ballester M, Sancho-Cantus D, Martínez-Rubio D, Proaño-Olmos B, García-Pardo MP, de la Rubia Ortí JE. Relationship between Experiential Avoidance and Emotional Disturbances in Coping with Disease in Patients with Multiple Sclerosis. Behav Sci (Basel) 2024; 14:930. [PMID: 39457802 PMCID: PMC11505163 DOI: 10.3390/bs14100930] [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: 08/17/2024] [Revised: 10/06/2024] [Accepted: 10/09/2024] [Indexed: 10/28/2024] Open
Abstract
Multiple sclerosis (MS) is a neurodegenerative disease that presents with both motor and non-motor symptoms, with anxiety and depression being prominent and potentially exacerbated by negative thoughts. Therefore, the experiential avoidance (EA) exhibited by patients post diagnosis is particularly relevant. This study aimed to measure the degree of EA in patients with MS and determine its relationship with emotional disturbances. A cross-sectional descriptive study was conducted using a sample of 64 patients diagnosed with MS. In October 2018, these patients underwent evaluations of functional and cognitive variables, such as anxiety, depression, and avoidant behaviors towards the disease, using the Expanded Disability Status Scale, Acceptance and Action Questionnaire-II, Self-Compassion Scale Short Form, Five Facet Mindfulness Questionnaire-15, prefrontal symptoms inventory, Beck Depression Inventory II, and State-Trait Anxiety Inventory to assess coping mechanisms in handling the disease. Higher levels of state anxiety (β = 0.79; p < 0.001), trait anxiety (β = 0.82; p < 0.001), and depression (β = 0.62; p < 0.001) were observed in patients with MS as their EA and psychological inflexibility increased. Participants with high self-compassion/self-acceptance tended to have fewer negative thoughts and exhibited better coping with the disease, which may, in turn, affect patterns of psychological rigidity or inflexibility. Dimensions such as kindness and humility could act as positive factors in coping with the disease, whereas self-judgment and isolation are negative elements often associated with avoidant behaviors that hinder effective coping with the illness.
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Affiliation(s)
| | - David Sancho-Cantus
- Department of Nursing, Catholic University San Vicente Mártir, 46001 Valencia, Spain; (B.P.-O.); (J.E.d.l.R.O.)
| | - David Martínez-Rubio
- Department of Nursing and Physiotherapy, University of Lleida, 25006 Lleida, Spain;
- Department of Psychology, Universidad Europea de Valencia, 46010 Valencia, Spain
| | - Belén Proaño-Olmos
- Department of Nursing, Catholic University San Vicente Mártir, 46001 Valencia, Spain; (B.P.-O.); (J.E.d.l.R.O.)
| | - María Pilar García-Pardo
- Department of Psychology and Sociology, University of Zaragoza, Campus Teruel, 44003 Teruel, Spain;
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15
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Balsamo R, Crocetto F, Barone B, Fusco F, Arcaniolo D, Costantini E, Illiano E, Amicuzi U, Torella M, Ranavolo R, Quattrone C, De Sio M, Tammaro S. Female sexual dysfunctions in multiple sclerosis patients with lower urinary tract symptoms: an Italian case-control study. Sex Med 2024; 12:qfae054. [PMID: 39360228 PMCID: PMC11443015 DOI: 10.1093/sexmed/qfae054] [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: 03/23/2024] [Revised: 06/29/2024] [Accepted: 07/31/2024] [Indexed: 10/04/2024] Open
Abstract
Background Multiple sclerosis (MS) is a recurrent, autoimmune, and inflammatory demyelinating chronic disease that typically manifests in young adulthood and exerts adverse effects on sexual functions. Aim The study evaluated the prevalence of sexual dysfunctions (SDs) and the relationship with neurological disability, depression, and lower urinary tract symptoms (LUTS) in a cohort of MS female patients, comparing these results with those of healthy women. Methods From January 2023 to January 2024, consecutive premenopausal female patients with MS, were recruited and the examination included urinalysis, ultrasonography and a urodynamic test according to the International Continence Society standard. Outcomes Descriptive statistics were reported as mean and standard deviation for continuous variables (analyzed by independent samples Mann-Whitney U test and independent samples Kruskal-Wallis test) while categorical variables were reported as frequency and percentage (analyzed by chi-square test with Fisher's exact test). Results Female Sexual Function Index (FSFI) total score and all FSFI subscales scores were significantly lower in patients with MS vs healthy control subjects (P < .001); FSFI total scores and all FSFI subscale scores were statistically significantly lower in patients with MS with an International Prostate Symptom Score ≥20 (P < .001) and considering a cutoff for Beck Depression Inventory-II score ≥17, depression was present in 61% (n = 47 of 77) of patients with MS and completely absent in the control group. Clinical Translation The knowledge that SDs are a common problem in MS and in other chronic illnesses can alleviate the feeling of stigma and talking openly of sexual problems can be helpful for the patients and so the doctor-patient relationship can be reinforced. Strengths and Limitations The sample was drawn from a single center, and larger multicenter studies that include both genders are needed to obtain strong results. Conclusion Our findings confirm the idea of a polygenic and multifactorial etiology of female SDs in MS. Therefore, women with MS should be evaluated in terms of SDs during follow-ups.
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Affiliation(s)
- Raffaele Balsamo
- Department of Surgical Sciences, AORN dei Colli/Monaldi Hospital, Naples 80131, Italy
| | - Felice Crocetto
- Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples Federico II, Naples 80131, Italy
| | - Biagio Barone
- Department of Surgical Sciences, AORN Sant’anna e Sebastiano, Caserta 81100, Italy
| | - Ferdinando Fusco
- Urology Unit, Department of Woman, Child and General and Specialized Surgery, University of Campania Luigi Vanvitelli, Naples 80131, Italy
| | - Davide Arcaniolo
- Urology Unit, Department of Woman, Child and General and Specialized Surgery, University of Campania Luigi Vanvitelli, Naples 80131, Italy
| | - Elisabetta Costantini
- Andrology and Urogynecological Clinic, Santa Maria Hospital Terni, University of Perugia, Perugia 05100, Italy
| | - Ester Illiano
- Andrology and Urogynecological Clinic, Santa Maria Hospital Terni, University of Perugia, Perugia 05100, Italy
| | - Ugo Amicuzi
- Department of Surgical Sciences, AORN Sant’anna e Sebastiano, Caserta 81100, Italy
| | - Marco Torella
- Urology Unit, Department of Woman, Child and General and Specialized Surgery, University of Campania Luigi Vanvitelli, Naples 80131, Italy
| | - Raffaele Ranavolo
- Department of Surgical Sciences, AORN dei Colli/Monaldi Hospital, Naples 80131, Italy
| | - Carmelo Quattrone
- Urology Unit, Department of Woman, Child and General and Specialized Surgery, University of Campania Luigi Vanvitelli, Naples 80131, Italy
| | - Marco De Sio
- Urology Unit, Department of Woman, Child and General and Specialized Surgery, University of Campania Luigi Vanvitelli, Naples 80131, Italy
| | - Simone Tammaro
- Urology Unit, Department of Woman, Child and General and Specialized Surgery, University of Campania Luigi Vanvitelli, Naples 80131, Italy
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16
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Yan Z, Tan Z, Zhu Q, Shi Z, Feng J, Wei Y, Yin F, Wang X, Li Y. Cross-sectional and longitudinal evaluation of white matter microstructure damage and cognitive correlations by automated fibre quantification in relapsing-remitting multiple sclerosis patients. Brain Imaging Behav 2024; 18:1019-1033. [PMID: 38814544 DOI: 10.1007/s11682-024-00893-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/02/2024] [Indexed: 05/31/2024]
Abstract
The purpose of this study was to characterize whole-brain white matter (WM) fibre tracts by automated fibre quantification (AFQ), capture subtle changes cross-sectionally and longitudinally in relapsing-remitting multiple sclerosis (RRMS) patients and explore correlations between these changes and cognitive performance A total of 114 RRMS patients and 71 healthy controls (HCs) were enrolled and follow-up investigations were conducted on 46 RRMS patients. Fractional anisotropy (FA), mean diffusion (MD), axial diffusivity (AD), and radial diffusivity (RD) at each node along the 20 WM fibre tracts identified by AFQ were investigated cross-sectionally and longitudinally in entire and pointwise manners. Partial correlation analyses were performed between the abnormal metrics and cognitive performance. At baseline, compared with HCs, patients with RRMS showed a widespread decrease in FA and increases in MD, AD, and RD among tracts. In the pointwise comparisons, more detailed abnormalities were localized to specific positions. At follow-up, although there was no significant difference in the entire WM fibre tract, there was a reduction in FA in the posterior portion of the right superior longitudinal fasciculus (R_SLF) and elevations in MD and AD in the anterior and posterior portions of the right arcuate fasciculus (R_AF) in the pointwise analysis. Furthermore, the altered metrics were widely correlated with cognitive performance in RRMS patients. RRMS patients exhibited widespread WM microstructure alterations at baseline and alterations in certain regions at follow-up, and the altered metrics were widely correlated with cognitive performance in RRMS patients, which will enhance our understanding of WM microstructure damage and its cognitive correlation in RRMS patients.
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Affiliation(s)
- Zichun Yan
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, No. 1, Youyi Road, Yuanjiagang, Yuzhong District, Chongqing, China
| | - Zeyun Tan
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, No. 1, Youyi Road, Yuanjiagang, Yuzhong District, Chongqing, China
| | - Qiyuan Zhu
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, No. 1, Youyi Road, Yuanjiagang, Yuzhong District, Chongqing, China
| | - Zhuowei Shi
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, No. 1, Youyi Road, Yuanjiagang, Yuzhong District, Chongqing, China
| | - Jinzhou Feng
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yiqiu Wei
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, No. 1, Youyi Road, Yuanjiagang, Yuzhong District, Chongqing, China
| | - Feiyue Yin
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, No. 1, Youyi Road, Yuanjiagang, Yuzhong District, Chongqing, China
| | - Xiaohua Wang
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, No. 1, Youyi Road, Yuanjiagang, Yuzhong District, Chongqing, China.
- College of Medical Informatics, Chongqing Medical University, Chongqing, China.
| | - Yongmei Li
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, No. 1, Youyi Road, Yuanjiagang, Yuzhong District, Chongqing, China.
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17
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Foster MA, Pontillo G, Davagnanam I, Collorone S, Prados F, Kanber B, Yiannakas MC, Ogunbowale L, Burke A, Gandini Wheeler‐Kingshott CAM, Ciccarelli O, Brownlee W, Barkhof F, Toosy AT. Improving criteria for dissemination in space in multiple sclerosis by including additional regions. Ann Clin Transl Neurol 2024; 11:2572-2582. [PMID: 39078773 PMCID: PMC11514922 DOI: 10.1002/acn3.52170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Accepted: 07/17/2024] [Indexed: 10/29/2024] Open
Abstract
OBJECTIVE We investigated the effects of adding regions to current dissemination in space (DIS) criteria for multiple sclerosis (MS). METHODS Participants underwent brain, optic nerve, and spinal cord MRI. Baseline DIS was assessed by 2017 McDonald criteria and versions including optic nerve, temporal lobe, or corpus callosum as a fifth region (requiring 2/5), a version with all regions (requiring 3/7) and optic nerve variations requiring 3/5 and 4/5 regions. Performance was evaluated against MS diagnosis (2017 McDonald criteria) during follow-up. RESULTS Eighty-four participants were recruited (53F, 32.8 ± 7.1 years). 2017 McDonald DIS criteria were 87% sensitive (95% CI: 76-94), 73% specific (50-89), and 83% accurate (74-91) in identifying MS. Modified criteria with optic nerve improved sensitivity to 98% (91-100), with specificity 33% (13-59) and accuracy 84% (74-91). Criteria including temporal lobe showed sensitivity 94% (84-98), specificity 50% (28-72), and accuracy 82% (72-90); criteria including corpus callosum showed sensitivity 90% (80-96), specificity 68% (45-86), and accuracy 85% (75-91). Criteria adding all three regions (3/7 required) had sensitivity 95% (87-99), specificity 55% (32-76), and accuracy 85% (75-91). When requiring 3/5 regions (optic nerve as the fifth), sensitivity was 82% (70-91), specificity 77% (55-92), and accuracy 81% (71-89); with 4/5 regions, sensitivity was 56% (43-69), specificity 95% (77-100), and accuracy 67% (56-77). INTERPRETATION Optic nerve inclusion increased sensitivity while lowering specificity. Increasing required regions in optic nerve criteria increased specificity and decreased sensitivity. Results suggest considering the optic nerve for DIS. An option of 3/5 or 4/5 regions preserved specificity, and criteria adding all three regions had highest accuracy.
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Affiliation(s)
- Michael A. Foster
- Queen Square MS Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain SciencesUniversity College LondonLondonUK
| | - Giuseppe Pontillo
- Queen Square MS Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain SciencesUniversity College LondonLondonUK
- Department of Radiology and Nuclear MedicineAmsterdam UMC, Vrije Universiteit AmsterdamAmsterdamthe Netherlands
- Department of Advanced Biomedical Sciences and Electrical Engineering and Information TechnologyUniversity of Naples Federico IINaplesItaly
| | - Indran Davagnanam
- Department of Brain Repair & Rehabilitation, UCL Queen Square Institute of Neurology, Faculty of Brain SciencesUniversity College LondonLondonUK
| | - Sara Collorone
- Queen Square MS Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain SciencesUniversity College LondonLondonUK
| | - Ferran Prados
- Queen Square MS Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain SciencesUniversity College LondonLondonUK
- Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering, Faculty of Engineering ScienceUniversity College LondonLondonUK
- Universitat Oberta de CatalunyaBarcelonaSpain
| | - Baris Kanber
- Queen Square MS Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain SciencesUniversity College LondonLondonUK
- Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering, Faculty of Engineering ScienceUniversity College LondonLondonUK
| | - Marios C. Yiannakas
- Queen Square MS Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain SciencesUniversity College LondonLondonUK
| | - Lola Ogunbowale
- Strabismus and Neuro‐Ophthalmology ServiceMoorfields Eye Hospital NHS Foundation TrustLondonUK
| | - Ailbhe Burke
- Strabismus and Neuro‐Ophthalmology ServiceMoorfields Eye Hospital NHS Foundation TrustLondonUK
| | - Claudia A. M. Gandini Wheeler‐Kingshott
- Queen Square MS Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain SciencesUniversity College LondonLondonUK
- Department of Brain and Behavioural SciencesUniversity of PaviaPaviaItaly
| | - Olga Ciccarelli
- Queen Square MS Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain SciencesUniversity College LondonLondonUK
- NIHR University College London Hospitals Biomedical Research CentreLondonUK
| | - Wallace Brownlee
- Queen Square MS Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain SciencesUniversity College LondonLondonUK
- NIHR University College London Hospitals Biomedical Research CentreLondonUK
| | - Frederik Barkhof
- Queen Square MS Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain SciencesUniversity College LondonLondonUK
- Department of Radiology and Nuclear MedicineAmsterdam UMC, Vrije Universiteit AmsterdamAmsterdamthe Netherlands
- Department of Brain Repair & Rehabilitation, UCL Queen Square Institute of Neurology, Faculty of Brain SciencesUniversity College LondonLondonUK
- Centre for Medical Image Computing, Department of Medical Physics and Biomedical Engineering, Faculty of Engineering ScienceUniversity College LondonLondonUK
- NIHR University College London Hospitals Biomedical Research CentreLondonUK
| | - Ahmed T. Toosy
- Queen Square MS Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain SciencesUniversity College LondonLondonUK
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18
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Chappell M, Sanderson A, Arun T, Green C, Davies H, Tempest M, Watkins D, Arber M, McCool R. Literature review and meta-analysis of natalizumab therapy for the treatment of highly active relapsing remitting multiple sclerosis in the 'suboptimal therapy' patient population. J Neurol Sci 2024; 464:123172. [PMID: 39142083 DOI: 10.1016/j.jns.2024.123172] [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: 04/29/2024] [Revised: 07/11/2024] [Accepted: 08/05/2024] [Indexed: 08/16/2024]
Abstract
BACKGROUND Highly active (HA) relapsing remitting multiple sclerosis (RRMS) is associated with frequent relapses and high burden of disease/disability. Natalizumab is licensed for HA RRMS, including rapidly evolving severe (RES) (≥2 relapses in previous year) and sub-optimally treated (SOT) (≥1 relapse in previous year despite treatment) populations. However, there is limited RCT evidence in the SOT subpopulation. OBJECTIVE To review the non-RCT evidence for natalizumab in SOT HA RRMS. METHODS Databases were searched to January 2023 for non-randomised studies of natalizumab in HA RRMS. Studies in patients with ≥1 relapse during previous treatment were eligible for inclusion. Meta-analyses were conducted to compare natalizumab with platform and higher efficacy disease-modifying therapies, with sensitivity analysis restricted to studies of low risk of bias. RESULTS Included comparative studies (n = 16) showed natalizumab had lower relapse rates, disease activity and MRI (radiological) outcomes compared with platform and higher efficacy therapy. Case series (n = 11) showed natalizumab was associated with high rates of freedom from relapse and clinical/radiological disease activity and reductions in annualised relapse rate and disability progression. CONCLUSIONS Literature reviewed indicates that natalizumab is more effective than other included treatments for SOT patients. Findings were consistent with studies in the broad HA RRMS population, suggesting that natalizumab may have similar efficacy for SOT and RES HA RRMS.
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Affiliation(s)
- Mary Chappell
- York Health Economics Consortium, University of York, York, United Kingdom
| | - Alice Sanderson
- York Health Economics Consortium, University of York, York, United Kingdom
| | - Tarunya Arun
- University Hospitals of Coventry and Warwickshire, Department of Neurosciences, University of Warwick, Coventry, United Kingdom
| | - Colin Green
- Biogen Idec Ltd, B5 Foundation Park, Roxborough Way, Maidenhead, United Kingdom.
| | - Heather Davies
- Biogen Idec Ltd, B5 Foundation Park, Roxborough Way, Maidenhead, United Kingdom
| | - Michael Tempest
- Biogen Idec Ltd, B5 Foundation Park, Roxborough Way, Maidenhead, United Kingdom
| | - Deborah Watkins
- York Health Economics Consortium, University of York, York, United Kingdom
| | - Mick Arber
- York Health Economics Consortium, University of York, York, United Kingdom
| | - Rachael McCool
- York Health Economics Consortium, University of York, York, United Kingdom
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Abbasi Kasbi N, Ghane Ezabadi S, Kohandel K, Khodaie F, Sahraian AH, Nikkhah Bahrami S, Mohammadi M, Almasi-Hashiani A, Eskandarieh S, Sahraian MA. Lifetime exposure to smoking and substance abuse may be associated with late-onset multiple sclerosis: a population-based case-control study. BMC Neurol 2024; 24:327. [PMID: 39243006 PMCID: PMC11378646 DOI: 10.1186/s12883-024-03815-9] [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: 01/21/2024] [Accepted: 08/20/2024] [Indexed: 09/09/2024] Open
Abstract
BACKGROUND Late-onset multiple sclerosis (LOMS), defined as the development of MS after the age of 50, has shown a substantial surge in incidence rates and is associated with more rapid progression of disability. Besides, studies have linked tobacco smoking to a higher chance of MS progression. However, the role of smoking on the risk of developing LOMS remains unclear. This study aims to evaluate the possible association between lifetime exposure to cigarette and waterpipe smoking, drug abuse, and alcohol consumption and the risk of LOMS. METHODS This population-based case-control study involved LOMS cases and healthy sex and age-matched controls from the general population in Tehran, Iran. The primary data for confirmed LOMS cases were obtained from the nationwide MS registry of Iran (NMSRI), while supplementary data were collected through telephone and on-site interviews. Predesigned questionnaire for multinational case-control studies of MS environmental risk factors was used to evaluate the LOMS risk factors. The study employed Likelihood ratio chi-square test to compare qualitative variables between the two groups and utilized two independent sample t-test to compare quantitative data. Adjusted odds ratio (AOR) for age along with 95% confidence intervals (CI) were calculated using matched logistic regression analysis in SPSS 23. RESULTS Totally, 83 LOMS cases and 207 controls were included in the analysis. The female to male ratio in the cases was 1.5: 1. The mean ± SD age of 83 cases and 207 controls was 61.14 ± 5.38) and 61.51 ± 7.67 years, respectively. The mean ± SD expanded disability status scale (EDSS) score was 3.68 ± 2.1. Although the results of waterpipe exposure had no significant effect on LOMS development (P-value: 0.066), ever cigarette-smoked participants had a significantly higher risk of developing LOMS than those who never smoked (AOR: 2.57, 95% CI: 1.44-4.60). Furthermore, people with a history of smoking for more than 20 years had 3.45 times the odds of developing MS than non-smokers. Drug and alcohol abuse were both associated with LOMS in our study; of which opioids (AOR: 5.67, 95% CI: 2.05-15.7), wine (AOR: 3.30, 95% CI: 1.41-7.71), and beer (AOR: 3.12, 95% CI: 1.45-6.69) were found to pose the greatest risk of LOMS, respectively. CONCLUSION For the first time, we identified smoking, drug, and alcohol use as potential risk factors for LOMS development. According to the global increase in cigarette smoking and alcohol use, these findings highlight the importance of conducting interventional approaches for prevention.
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Affiliation(s)
- Naghmeh Abbasi Kasbi
- Multiple Sclerosis Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Hasan Abad Sq., Tehran, Iran
| | - Sajjad Ghane Ezabadi
- Multiple Sclerosis Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Hasan Abad Sq., Tehran, Iran
| | - Kosar Kohandel
- Multiple Sclerosis Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Hasan Abad Sq., Tehran, Iran
| | - Faezeh Khodaie
- Multiple Sclerosis Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Hasan Abad Sq., Tehran, Iran
| | - Amir Hossein Sahraian
- Multiple Sclerosis Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Hasan Abad Sq., Tehran, Iran
| | - Sahar Nikkhah Bahrami
- Multiple Sclerosis Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Hasan Abad Sq., Tehran, Iran
- Student Research Committee, Tehran Medical Sciences Branch, Islamic Azad University, Tehran, Iran
| | - Mahsa Mohammadi
- Multiple Sclerosis Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Hasan Abad Sq., Tehran, Iran
| | - Amir Almasi-Hashiani
- Department of Epidemiology, School of Health, Arak University of Medical Sciences, Arak, Iran
| | - Sharareh Eskandarieh
- Multiple Sclerosis Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Hasan Abad Sq., Tehran, Iran.
| | - Mohammad Ali Sahraian
- Multiple Sclerosis Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Hasan Abad Sq., Tehran, Iran.
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20
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Mistry N, Hobart J, Rog D, Muhlert N, Mathews J, Baker D, Giovannoni G. Reconciling lesions, relapses and smouldering associated worsening: A unifying model for multiple sclerosis pathogenesis. Mult Scler Relat Disord 2024; 88:105706. [PMID: 38880031 DOI: 10.1016/j.msard.2024.105706] [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] [Revised: 05/31/2024] [Accepted: 06/07/2024] [Indexed: 06/18/2024]
Abstract
The failure of relapses and white matter lesions to properly explain long-term disability and progression in multiple sclerosis is compounded by its artificial separation into relapsing remitting, secondary progressive, and primary progressive pigeonholes. The well-known epidemiological disconnection between relapses and long-term disability progression has been rediscovered as "progression independent of relapse activity", i.e. smouldering multiple sclerosis. This smouldering associated worsening proceeds despite early and prolonged use of disease modification therapies, even those that are highly effective at preventing relapses and new/enhancing white matter lesions on MRI. We recognise that smouldering associated worsening and relapse/lesion associated worsening coexist, to varying extents. The extent of cortical demyelination has been shown to correlate significantly with the severity of diffuse injury in normal appearing white matter (post mortem histopathologically (r = 0.55; P = 0.001), and in vivo with MRI (r = -0.6874; P = 0.0006)) and does so independently of white matter lesion burden. Axon loss in the normal appearing white matter explains disability in multiple sclerosis better than focal white matter lesions do. Smouldering associated worsening typically manifests as a length-dependent central axonopathy. We propose a unifying model for multiple sclerosis pathogenesis, wherein accumulation of cortical lesion burden predisposes associated normal appearing white matter to diffuse injury, whilst also intensifying damage within white matter lesions. Our novel two-hit hypothesis implicates cortical disease as a culprit for smouldering multiple sclerosis, abetted by active focal inflammation in the white matter (and vice versa). Substantiation of the two-hit hypothesis would advance the importance of specific therapeutic intervention for (and monitoring of) cortical/meningeal inflammation in people with multiple sclerosis.
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Affiliation(s)
- Niraj Mistry
- Department of Clinical Neurosciences, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK.
| | - Jeremy Hobart
- Peninsula Schools of Medicine and Dentistry, University of Plymouth, Plymouth, UK
| | - David Rog
- Manchester Centre for Clinical Neurosciences, Salford Royal NHS Foundation Trust, Salford, UK
| | - Nils Muhlert
- School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Joela Mathews
- Department of Neurology, The Royal London Hospital, London, UK
| | - David Baker
- Blizard Institute, Faculty of Medicine and Dentistry, Queen Mary University of London, London, UK
| | - Gavin Giovannoni
- Blizard Institute, Faculty of Medicine and Dentistry, Queen Mary University of London, London, UK
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Giordano A, Pignolet B, Mascia E, Clarelli F, Sorosina M, Misra K, Bucciarelli F, Ferrè L, Moiola L, Liblau R, Filippi M, Esposito F. DNA Methylation in the Anti-Mullerian Hormone Gene and the Risk of Disease Activity in Multiple Sclerosis. Ann Neurol 2024; 96:289-301. [PMID: 38747444 DOI: 10.1002/ana.26959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Revised: 04/17/2024] [Accepted: 04/24/2024] [Indexed: 07/11/2024]
Abstract
OBJECTIVE Multiple sclerosis (MS) has a complex pathobiology, with genetic and environmental factors being crucial players. Understanding the mechanisms underlying heterogeneity in disease activity is crucial for tailored treatment. We explored the impact of DNA methylation, a key mechanism in the genetics-environment interplay, on disease activity in MS. METHODS Peripheral immune methylome profiling using Illumina Infinium MethylationEPIC BeadChips was conducted on 249 untreated relapsing-remitting MS patients, sampled at the start of disease-modifying treatment (DMT). A differential methylation analysis compared patients with evidence of disease activity (EDA) to those with no evidence of disease activity (NEDA) over 2 years from DMT start. Utilizing causal inference testing (CIT) and Mendelian randomization (MR), we sought to elucidate the relationships between DNA methylation, gene expression, genetic variation, and disease activity. RESULTS Four differentially methylated regions (DMRs) were identified between EDA and NEDA. Examining the influence of single nucleotide polymorphisms (SNPs), 923 variants were found to account for the observed differences in the 4 DMRs. Importantly, 3 out of the 923 SNPs, affecting DNA methylation in a DMR linked to the anti-Mullerian hormone (AMH) gene, were associated with disease activity risk in an independent cohort of 1,408 MS patients. CIT and MR demonstrated that DNA methylation in AMH acts as a mediator for the genetic risk of disease activity. INTERPRETATION This study uncovered a novel molecular pathway implicating the interaction between DNA methylation and genetic variation in the risk of disease activity in MS, emphasizing the role of sex hormones, particularly the AMH, in MS pathobiology. ANN NEUROL 2024;96:289-301.
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Affiliation(s)
- Antonino Giordano
- Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Department of Neurology and MS Center, IRCCS Ospedale San Raffaele, Milan, Italy
- Università Vita-Salute San Raffaele, Milan, Italy
| | - Béatrice Pignolet
- Toulouse Institute for Infectious and Inflammatory Diseases (Infinity), University of Toulouse, CNRS, INSERM, Toulouse, France
- Neurosciences Department, Toulouse University Hospital, Toulouse, France
| | - Elisabetta Mascia
- Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Ferdinando Clarelli
- Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Melissa Sorosina
- Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Kaalindi Misra
- Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Florence Bucciarelli
- Toulouse Institute for Infectious and Inflammatory Diseases (Infinity), University of Toulouse, CNRS, INSERM, Toulouse, France
| | - Laura Ferrè
- Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Department of Neurology and MS Center, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Lucia Moiola
- Department of Neurology and MS Center, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Roland Liblau
- Toulouse Institute for Infectious and Inflammatory Diseases (Infinity), University of Toulouse, CNRS, INSERM, Toulouse, France
- Department of Immunology, Toulouse University Hospitals, Toulouse, France
| | - Massimo Filippi
- Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Department of Neurology and MS Center, IRCCS Ospedale San Raffaele, Milan, Italy
- Università Vita-Salute San Raffaele, Milan, Italy
| | - Federica Esposito
- Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Department of Neurology and MS Center, IRCCS Ospedale San Raffaele, Milan, Italy
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22
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Pfeuffer S, Wolff S, Aslan D, Rolfes L, Korsen M, Pawlitzki M, Albrecht P, Havla J, Huttner HB, Kleinschnitz C, Meuth SG, Pul R, Ruck T. Association of Clinical Relapses With Disease Outcomes in Multiple Sclerosis Patients Older Than 50 Years. Neurology 2024; 103:e209574. [PMID: 38870471 PMCID: PMC11244741 DOI: 10.1212/wnl.0000000000209574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Relapse and MRI activity usually decline with aging but are replaced by progression independent of relapse activity (PIRA) in patients with multiple sclerosis (PwMS). However, several older PwMS continue to experience clinical relapses, and the impact on their disease remains undetermined. We aimed to determine the impact of an index relapse on disease outcomes in patients older than 50 years and to identify risk factors of disadvantageous outcomes. METHODS We performed a secondary analysis from 3 prospective cohorts in Germany. We evaluated all PwMS 50 years and older with a relapse ≤60 days before a baseline visit and at least 18 months of follow-up compared with a control cohort of PwMS without a relapse. Patients were stratified according to age ("50-54" vs "55-59" vs "60+") or disease outcomes ("stable" vs "active" vs "progressive," according to the Lublin criteria). We analyzed relapses, MRI activity, relapse-associated worsening, and PIRA. Regression analysis was performed to evaluate the association of specific baseline risk factors and treatment regimen changes with disease outcomes at month 18. RESULTS A total of 681 patients were included in the "relapse cohort" (50+: 361; 55+: 220; 60+: 100). The "control cohort" comprised 232 patients (50+: 117; 55+: 71; 60+: 44). Baseline epidemiologic parameters were balanced among cohorts and subgroups. We observed increased abundance of inflammatory activity and relapse-independent disability progression in the "relapse" vs "control" cohort. In the "relapse" cohort, we identified 273 patients as "stable" (59.7%), 114 patients as "active" (24.9%), and 70 patients as "progressive" (15.3%) during follow-up. Cardiovascular risk factors (CVRFs) and older age at baseline were identified as risk factors of progressive, whereas disease-modifying treatment (DMT) administration at baseline favored stable disease. DMT during follow-up was associated with stable over active, but not over progressive disease. DISCUSSION A relapse-suggesting underlying active disease-in PwMS older than 50 years was associated with continued disease activity and increased risk of PIRA. Presence of CVRF and absence of DMT at baseline appeared as risk factors of disadvantageous disease courses. An escalation of DMT switch was associated with stable over active but not progressive disease.
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Affiliation(s)
- Steffen Pfeuffer
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
| | - Stephanie Wolff
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
| | - Derya Aslan
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
| | - Leoni Rolfes
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
| | - Melanie Korsen
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
| | - Marc Pawlitzki
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
| | - Philipp Albrecht
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
| | - Joachim Havla
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
| | - Hagen B Huttner
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
| | - Christoph Kleinschnitz
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
| | - Sven G Meuth
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
| | - Refik Pul
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
| | - Tobias Ruck
- From the Department of Neurology (S.P., S.W., H.B.H.), University Hospital Giessen, Justus-Liebig-University Giessen; Department of Neurology (D.A., C.K., R.P.), University Hospital Essen, University Duisburg-Essen; Department of Neurology (L.R., M.K., M.P., S.G.M., T.R.), Medical Faculty, Heinrich Heine University Düsseldorf; Department of Neurology (P.A.), Medical Faculty, Heinrich Department of Neurology, Maria-Hilf-Clinic, Mönchengladbach; and Institute of Clinical Neuroimmunology (J.H.), LMU Hospital, Ludwig-Maximilians University Munich, Germany
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Zveik O, Rechtman A, Ganz T, Vaknin-Dembinsky A. The interplay of inflammation and remyelination: rethinking MS treatment with a focus on oligodendrocyte progenitor cells. Mol Neurodegener 2024; 19:53. [PMID: 38997755 PMCID: PMC11245841 DOI: 10.1186/s13024-024-00742-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Accepted: 07/01/2024] [Indexed: 07/14/2024] Open
Abstract
BACKGROUND Multiple sclerosis (MS) therapeutic goals have traditionally been dichotomized into two distinct avenues: immune-modulatory-centric interventions and pro-regenerative strategies. Oligodendrocyte progenitor cells (OPCs) were regarded for many years solely in concern to their potential to generate oligodendrocytes and myelin in the central nervous system (CNS). However, accumulating data elucidate the multifaceted roles of OPCs, including their immunomodulatory functions, positioning them as cardinal constituents of the CNS's immune landscape. MAIN BODY In this review, we will discuss how the two therapeutic approaches converge. We present a model by which (1) an inflammation is required for the appropriate pro-myelinating immune function of OPCs in the chronically inflamed CNS, and (2) the immune function of OPCs is crucial for their ability to differentiate and promote remyelination. This model highlights the reciprocal interactions between OPCs' pro-myelinating and immune-modulating functions. Additionally, we review the specific effects of anti- and pro-inflammatory interventions on OPCs, suggesting that immunosuppression adversely affects OPCs' differentiation and immune functions. CONCLUSION We suggest a multi-systemic therapeutic approach, which necessitates not a unidimensional focus but a harmonious balance between OPCs' pro-myelinating and immune-modulatory functions.
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Affiliation(s)
- Omri Zveik
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, 91120, Israel
- The Department of Neurology and Laboratory of Neuroimmunology, The Agnes-Ginges Center for Human Neurogenetics, Hadassah-Hebrew University Medical Center, Ein-Kerem P.O.B. 12000, Jerusalem, 91120, Israel
| | - Ariel Rechtman
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, 91120, Israel
- The Department of Neurology and Laboratory of Neuroimmunology, The Agnes-Ginges Center for Human Neurogenetics, Hadassah-Hebrew University Medical Center, Ein-Kerem P.O.B. 12000, Jerusalem, 91120, Israel
| | - Tal Ganz
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, 91120, Israel
- The Department of Neurology and Laboratory of Neuroimmunology, The Agnes-Ginges Center for Human Neurogenetics, Hadassah-Hebrew University Medical Center, Ein-Kerem P.O.B. 12000, Jerusalem, 91120, Israel
| | - Adi Vaknin-Dembinsky
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, 91120, Israel.
- The Department of Neurology and Laboratory of Neuroimmunology, The Agnes-Ginges Center for Human Neurogenetics, Hadassah-Hebrew University Medical Center, Ein-Kerem P.O.B. 12000, Jerusalem, 91120, Israel.
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24
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Habean ML, Kaiser KE, Williams JL. Orchestrating Stress Responses in Multiple Sclerosis: A Role for Astrocytic IFNγ Signaling. Int J Mol Sci 2024; 25:7524. [PMID: 39062765 PMCID: PMC11276796 DOI: 10.3390/ijms25147524] [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: 05/20/2024] [Revised: 06/24/2024] [Accepted: 07/03/2024] [Indexed: 07/28/2024] Open
Abstract
Multiple sclerosis (MS) is an inflammatory and neurodegenerative disease that is characterized by the infiltration of peripheral immune cells into the central nervous system (CNS), secretion of inflammatory factors, demyelination, and axonal degeneration. Inflammatory mediators such as cytokines alter cellular function and activate resident CNS cells, including astrocytes. Notably, interferon (IFN)γ is a prominent pleiotropic cytokine involved in MS that contributes to disease pathogenesis. Astrocytes are dynamic cells that respond to changes in the cellular microenvironment and are highly responsive to many cytokines, including IFNγ. Throughout the course of MS, intrinsic cell stress is initiated in response to inflammation, which can impact the pathology. It is known that cell stress is pronounced during MS; however, the specific mechanisms relating IFNγ signaling to cell stress responses in astrocytes are still under investigation. This review will highlight the current literature regarding the impact of IFNγ signaling alone and in combination with other immune mediators on astrocyte synthesis of free oxygen radicals and cell death, and cover what is understood regarding astrocytic mitochondrial dysfunction and endoplasmic reticulum stress.
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Affiliation(s)
- Maria L. Habean
- Department of Neurosciences, Case Western Reserve University, Cleveland, OH 44106, USA;
- Department of Neurosciences, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue/NC30, Cleveland, OH 44195, USA
| | - Kaitlin E. Kaiser
- Department of Neurosciences, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue/NC30, Cleveland, OH 44195, USA
| | - Jessica L. Williams
- Department of Neurosciences, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue/NC30, Cleveland, OH 44195, USA
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25
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Hagen AC, Acosta JS, Swanson CW, Fling BW. Interhemispheric inhibition and gait adaptation associations in people with multiple sclerosis. Exp Brain Res 2024; 242:1761-1772. [PMID: 38822825 DOI: 10.1007/s00221-024-06860-5] [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: 02/13/2024] [Accepted: 05/20/2024] [Indexed: 06/03/2024]
Abstract
BACKGROUND Multiple sclerosis is a neurodegenerative disease that damages the myelin sheath within the central nervous system. Axonal demyelination, particularly in the corpus callosum, impacts communication between the brain's hemispheres in persons with multiple sclerosis (PwMS). Changes in interhemispheric communication may impair gait coordination which is modulated by communication across the corpus callosum to excite and inhibit specific muscle groups. To further evaluate the functional role of interhemispheric communication in gait and mobility, this study assessed the ipsilateral silent period (iSP), an indirect marker of interhemispheric inhibition and how it relates to gait adaptation in PwMS. METHODS Using transcranial magnetic stimulation (TMS), we assessed interhemispheric inhibition differences between the more affected and less affected hemisphere in the primary motor cortices in 29 PwMS. In addition, these same PwMS underwent a split-belt treadmill walking paradigm, with the faster paced belt moving under their more affected limb. Step length asymmetry (SLA) was the primary outcome measure used to assess gait adaptability during split-belt treadmill walking. We hypothesized that PwMS would exhibit differences in iSP inhibitory metrics between the more affected and less affected hemispheres and that increased interhemispheric inhibition would be associated with greater gait adaptability in PwMS. RESULTS No statistically significant differences in interhemispheric inhibition or conduction time were found between the more affected and less affected hemisphere. Furthermore, SLA aftereffect was negatively correlated with both average percent depth of silent period (dSP%AVE) (r = -0.40, p = 0.07) and max percent depth of silent period (dSP%MAX) r = -0.40, p = 0.07), indicating that reduced interhemispheric inhibition was associated with greater gait adaptability in PwMS. CONCLUSION The lack of differences between the more affected and less affected hemisphere indicates that PwMS have similar interhemispheric inhibitory capacity irrespective of the more affected hemisphere. Additionally, we identified a moderate correlation between reduced interhemispheric inhibition and greater gait adaptability. These findings may indicate that interhemispheric inhibition may in part influence responsiveness to motor adaptation paradigms and the need for further research evaluating the neural mechanisms underlying the relationship between interhemispheric inhibition and motor adaptability.
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Affiliation(s)
- Andrew C Hagen
- Department of Health and Exercise Science, Colorado State University, Fort Collins, CO, 80523, USA
| | - Jordan S Acosta
- Department of Health and Exercise Science, Colorado State University, Fort Collins, CO, 80523, USA
| | - Clayton W Swanson
- Brain Rehabilitation Research Center, Malcom Randall VA Medical Center, Gainesville, FL, USA
- Department of Neurology, University of Florida, Gainesville, FL, USA
| | - Brett W Fling
- Department of Health and Exercise Science, Colorado State University, Fort Collins, CO, 80523, USA.
- Molecular, Cellular, & Integrative Neuroscience Program, Colorado State University, Fort Collins, CO, USA.
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Yan Z, Shi Z, Zhu Q, Feng J, Liu Y, Li Y, Zhou F, Zhuo Z, Ding S, Wang X, Yin F, Tang Y, Lin B, Li Y. Interpretable and Intuitive Machine Learning Approaches for Predicting Disability Progression in Relapsing-Remitting Multiple Sclerosis Based on Clinical and Gray Matter Atrophy Indicators. Acad Radiol 2024; 31:2910-2921. [PMID: 38429188 DOI: 10.1016/j.acra.2024.01.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 01/17/2024] [Accepted: 01/23/2024] [Indexed: 03/03/2024]
Abstract
RATIONALE AND OBJECTIVES To investigate whether clinical and gray matter (GM) atrophy indicators can predict disability in relapsing-remitting multiple sclerosis (RRMS) and to enhance the interpretability and intuitiveness of a predictive machine learning model. MATERIALS AND METHODS 145 and 50 RRMS patients with structural MRI and at least 1-year follow-up Expanded Disability Status Scale (EDSS) results were retrospectively enrolled and placed in the discovery and external test cohorts, respectively. Six clinical and radiomics feature-based machine learning classifiers were trained and tested to predict disability progression in the discovery cohort and validated in the external test set. Partial dependence plot (PDP) analysis and a Shiny web application were conducted to enhance the interpretability and intuitiveness. RESULTS In the discovery cohort, 98 patients had disability stability, and 47 patients were classified as having disability progression. In the external test set, 35 patients were disability stable, and 15 patients had disability progression. Models trained with both clinical and radiomics features (area under the curve (AUC), 0.725-0.950) outperformed those trained with clinical (AUC, 0.600-0.740) or radiomics features only (AUC, 0.615-0.945). Among clinical+ radiomics feature models, the logistic regression (LR) classifier-based model performed best, with an AUC of 0.950. Only the radiomics feature-only models were applied in the external test set due to the data collection problem and showed fair performance, with AUCs ranging from 0.617 to 0.753. PDP analysis showed that female patients and those with lower volume, surface area, and symbol digit modalities test (SDMT) scores; greater mean curvature and age; and no disease modifying therapy (DMT) had increased probabilities of disease progression. Finally, a Shiny web application (https://lauralin1104.shinyapps.io/LRshiny/) was developed to calculate the risk of disability progression. CONCLUSION Interpretable and intuitive machine learning approaches based on clinical and GM atrophy indicators can help physicians predict disability progression in RRMS patients for clinical decision-making and patient management.
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Affiliation(s)
- Zichun Yan
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Zhuowei Shi
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Qiyuan Zhu
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jinzhou Feng
- Department of Neurology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yaou Liu
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yuxin Li
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai, China
| | - Fuqing Zhou
- Department of Radiology, The First Affiliated Hospital, Nanchang University, Nanchang, Jiangxi, China
| | - Zhizheng Zhuo
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Shuang Ding
- Department of Radiology, Children's Hospital of Chongqing Medical University, Chongqing, China
| | - Xiaohua Wang
- College of Medical Informatics, Chongqing Medical University, Chongqing, China
| | - Feiyue Yin
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yang Tang
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Bing Lin
- College of Public Health, Chongqing Medical University, Chongqing, China
| | - Yongmei Li
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
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27
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Shaw BC, Williams JL. A novel PSMB8 isoform associated with multiple sclerosis lesions induces P-body formation. Front Cell Neurosci 2024; 18:1379261. [PMID: 38812791 PMCID: PMC11133558 DOI: 10.3389/fncel.2024.1379261] [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: 01/30/2024] [Accepted: 04/25/2024] [Indexed: 05/31/2024] Open
Abstract
Introduction Multiple sclerosis (MS) is an inflammatory and demyelinating disease of the central nervous system (CNS). Current therapies primarily target the inflammatory component of the disease and are highly effective in early stages of MS while limited therapies have an effect in the more chronic progressive stages of MS where resident glia have a larger role. MS lesions tend to be inflammatory even after the initial peripheral immune cell invasion has subsided and this inflammation is known to cause alternative splicing events. Methods We used qPCR of normal-appearing white matter and white matter lesions from postmortem MS tissue, in vitro studies, and immunostaining in MS tissue to investigate the alternative splicing of one gene known to be important during recovery in an animal model of MS, PSMB8. Results We found a novel, intron-retained isoform which has not been annotated, upregulated specifically in MS patient white matter lesions. We found that this novel isoform activates the nonsense-mediated decay pathway in primary human astrocytes, the most populous glial cell in the CNS, and is then degraded. Overexpression of this isoform in astrocytes leads to an increased number of processing bodies in vitro, the primary site of mRNA decay. Finally, we demonstrated that MS white matter lesions have a higher burden of processing bodies compared to normal-appearing white matter, predominantly in GFAP-positive astrocytes. Discussion The increase in alternative splicing of the PSMB8 gene, the stress that this alternative splicing causes, and the observation that processing bodies are increased in white matter lesions suggests that the lesion microenvironment may lead to increased alternative splicing of many genes. This alternative splicing may blunt the protective or reparative responses of resident glia in and around white matter lesions in MS patients.
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Affiliation(s)
- Benjamin C. Shaw
- Department of Neurosciences, Lerner Research Institute Cleveland Clinic, Cleveland, OH, United States
| | - Jessica L. Williams
- Department of Neurosciences, Lerner Research Institute Cleveland Clinic, Cleveland, OH, United States
- Brain Health Research Institute, Kent State University, Kent, OH, United States
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Sriwastava S, Elkhooly M, Amatya S, Shrestha K, Kagzi Y, Bhatia D, Gupta R, Jaiswal S, Lisak RP. Recent advances in the treatment of primary and secondary progressive Multiple Sclerosis. J Neuroimmunol 2024; 390:578315. [PMID: 38554666 DOI: 10.1016/j.jneuroim.2024.578315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2024] [Revised: 01/26/2024] [Accepted: 02/14/2024] [Indexed: 04/02/2024]
Abstract
BACKGROUND The article highlights upcoming potential treatments, which target different phases of inflammation and offer remyelinating strategies as well as direct and indirect neuroprotective and oligodendrocyte protective effects, providing a hopeful outlook for patients with primary and secondary progressive multiple sclerosis (PPMS and SPMS). OBJECTIVES The review aims to identify potential treatments and ongoing clinical trials for PPMS and SPMS, and compare their mechanisms of action, efficacy, and side effects with current treatments. METHODS We reviewed ongoing clinical trials for PPMS and SPMS on the NIH website, as well as articles from PubMed, Embase, and clinicaltrails.gov since 2010. RESULTS BTKIs like, tolebrutinib, and fenebrutinib are being explored as potential PMS treatments. Vidofludimus calcium, an orally available treatment, has shown a reduction of active and new MRI lesions. Other treatments like simvastatin, N-acetylcysteine (NAC), and alpha-lipoic acid are being explored for their antioxidant properties. AHSCT and mesenchymal stem cell therapy are experimental options for younger patients with high inflammatory activity. CONCLUSIONS SPMS and PPMS are being studied for new treatments and future trials should consider combination therapies targeting inflammation, demyelination, and neuronal death, as the pathogenesis of PMS involves complex factors.
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Affiliation(s)
- Shitiz Sriwastava
- Division of Multiple Sclerosis and Neuroimmunology Department of Neurology, McGovern Medical School (UT Health), University of Texas Health Science Center at Houston, Houston, TX,USA.
| | - Mahmoud Elkhooly
- Department of Neurology, Southern Illinois university, Springfield, IL, USA; Department of Neuropsychiatry, Minia University, Egypt
| | - Suban Amatya
- Department of Medicine, Patan Academy of Health Sciences, Kathmandu, Nepal
| | - Kriti Shrestha
- Department of Medicine, Patan Academy of Health Sciences, Kathmandu, Nepal
| | - Yusuf Kagzi
- Mahatma Gandhi Memorial Medical College, Indore, India
| | - Dipika Bhatia
- Division of Multiple Sclerosis and Neuroimmunology Department of Neurology, McGovern Medical School (UT Health), University of Texas Health Science Center at Houston, Houston, TX,USA
| | - Rajesh Gupta
- Division of Multiple Sclerosis and Neuroimmunology Department of Neurology, McGovern Medical School (UT Health), University of Texas Health Science Center at Houston, Houston, TX,USA
| | - Shruti Jaiswal
- Department of Neuro-Oncology, MD Anderson Cancer Center, Houston, TX, USA
| | - Robert P Lisak
- Department of Neurology, Wayne state University, Detroit, MI, USA
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29
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Müller J, Roos I, Kalincik T, Lorscheider J, Galli E, Benkert P, Schädelin S, Sharmin S, Einsiedler M, Hänni P, Schmid J, Kuhle J, Derfuss T, Granziera C, Ziemssen T, Siepmann T, Yaldizli Ö. Escalating to medium- versus high-efficacy disease modifying therapy after low-efficacy treatment in relapsing remitting multiple sclerosis. Brain Behav 2024; 14:e3498. [PMID: 38688877 PMCID: PMC11061202 DOI: 10.1002/brb3.3498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 03/04/2024] [Accepted: 03/07/2024] [Indexed: 05/02/2024] Open
Abstract
BACKGROUND In patients with relapsing remitting multiple sclerosis (RRMS) on low-efficacy disease modifying therapies (DMT), the optimal strategy on how to escalate treatment once needed, remains unknown. METHODS We studied RRMS patients on low-efficacy DMTs listed in the Swiss National Treatment Registry, who underwent escalation to either medium- or high-efficacy DMTs. Propensity score-based matching was applied using 12 clinically relevant variables. Both groups were also separately matched with control subjects who did not escalate therapy. Time to relapse and to disability worsening were evaluated using Cox proportional hazard models. RESULTS Of 1037 eligible patients, we 1:1 matched 450 MS patients who switched from low-efficacy to medium-efficacy (n = 225; 76.0% females, aged 42.4 ± 9.9 years [mean ± SD], median EDSS 3.0 [IQR 2-4]) or high-efficacy DMTs (n = 225; 72.4% females, aged 42.2 ± 10.6 years, median EDSS 3.0 [IQR 2-4]). Escalation to high-efficacy DMTs was associated with lower hazards of relapses than medium-efficacy DMTs (HR = 0.67, 95% CI 0.47-0.95, p = .027) or control subjects (HR = 0.61, 95% CI 0.44-0.84, p = .003). By contrast, escalation from low to medium-efficacy DMTs did not alter the hazard for relapses when compared to controls (i.e. patients on low-efficacy DMT who did not escalate DMT during follow-up) CONCLUSION: Our nationwide registry analysis suggests that, once escalation from a low-efficacy DMT is indicated, switching directly to a high-efficacy treatment is superior to a stepwise escalation starting with a moderate-efficacy treatment.
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Affiliation(s)
- Jannis Müller
- Neurology Clinic and Policlinic, Departments of Head, Spine and Neuromedicine, MS Center and Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB)University Hospital Basel and University of BaselBaselSwitzerland
- Division of Health Care SciencesDresden International UniversityDresdenGermany
- CORe, Department of MedicineUniversity of MelbourneMelbourneAustralia
| | - Izanne Roos
- CORe, Department of MedicineUniversity of MelbourneMelbourneAustralia
- Neuroimmunology CentreRoyal Melbourne HospitalMelbourneAustralia
| | - Tomas Kalincik
- CORe, Department of MedicineUniversity of MelbourneMelbourneAustralia
- Neuroimmunology CentreRoyal Melbourne HospitalMelbourneAustralia
| | - Johannes Lorscheider
- Neurology Clinic and Policlinic, Departments of Head, Spine and Neuromedicine, MS Center and Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB)University Hospital Basel and University of BaselBaselSwitzerland
| | - Edoardo Galli
- Neurology Clinic and Policlinic, Departments of Head, Spine and Neuromedicine, MS Center and Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB)University Hospital Basel and University of BaselBaselSwitzerland
| | - Pascal Benkert
- Department of Clinical ResearchClinical Trial UnitUniversity Hospital BaselBaselSwitzerland
| | - Sabine Schädelin
- Department of Clinical ResearchClinical Trial UnitUniversity Hospital BaselBaselSwitzerland
| | - Sifat Sharmin
- CORe, Department of MedicineUniversity of MelbourneMelbourneAustralia
- Neuroimmunology CentreRoyal Melbourne HospitalMelbourneAustralia
| | - Maximilian Einsiedler
- Neurology Clinic and Policlinic, Departments of Head, Spine and Neuromedicine, MS Center and Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB)University Hospital Basel and University of BaselBaselSwitzerland
| | - Peter Hänni
- Swiss Federation for Common Tasks of Health Insurances (SVK)SolothurnSwitzerland
| | - Jürg Schmid
- Swiss Federation for Common Tasks of Health Insurances (SVK)SolothurnSwitzerland
| | - Jens Kuhle
- Neurology Clinic and Policlinic, Departments of Head, Spine and Neuromedicine, MS Center and Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB)University Hospital Basel and University of BaselBaselSwitzerland
| | - Tobias Derfuss
- Neurology Clinic and Policlinic, Departments of Head, Spine and Neuromedicine, MS Center and Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB)University Hospital Basel and University of BaselBaselSwitzerland
| | - Cristina Granziera
- Neurology Clinic and Policlinic, Departments of Head, Spine and Neuromedicine, MS Center and Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB)University Hospital Basel and University of BaselBaselSwitzerland
| | - Tjalf Ziemssen
- Division of Health Care SciencesDresden International UniversityDresdenGermany
- Department of Neurology, Medical Faculty and University Hospital Carl Gustav CarusTechnische Universität DresdenDresdenGermany
- Center of Clinical Neuroscience, Department of Neurology, Medical Faculty and University Hospital Carl Gustav CarusTechnische Universität DresdenDresdenGermany
| | - Timo Siepmann
- Division of Health Care SciencesDresden International UniversityDresdenGermany
- Department of Neurology, Medical Faculty and University Hospital Carl Gustav CarusTechnische Universität DresdenDresdenGermany
| | - Özgür Yaldizli
- Neurology Clinic and Policlinic, Departments of Head, Spine and Neuromedicine, MS Center and Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB)University Hospital Basel and University of BaselBaselSwitzerland
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Zveik O, Rechtman A, Brill L, Vaknin-Dembinsky A. Anti- and pro-inflammatory milieu differentially regulate differentiation and immune functions of oligodendrocyte progenitor cells. Immunology 2024; 171:618-633. [PMID: 38243672 DOI: 10.1111/imm.13757] [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: 10/23/2023] [Accepted: 01/05/2024] [Indexed: 01/21/2024] Open
Abstract
Oligodendrocyte progenitor cells (OPCs) were regarded for years solely for their regenerative role; however, their immune-modulatory roles have gained much attention recently, particularly in the context of multiple sclerosis (MS). Despite extensive studies on OPCs, there are limited data elucidating the interactions between their intrinsic regenerative and immune functions, as well as their relationship with the inflamed central nervous system (CNS) environment, a key factor in MS pathology. We examined the effects of pro-inflammatory cytokines, represented by interferon (IFN)-γ and tumour necrosis factor (TNF)-α, as well as anti-inflammatory cytokines, represented by interleukin (IL)-4 and IL-10, on OPC differentiation and immune characteristics. Using primary cultures, enzyme-linked immunosorbent assay and immunofluorescence stainings, we assessed differentiation capacity, phagocytic activity, major histocompatibility complex (MHC)-II expression, and cytokine secretion. We observed that the anti-inflammatory milieu (IL4 and IL10) reduced both OPC differentiation and immune functions. Conversely, exposure to TNF-α led to intact differentiation, increased phagocytic activity, high levels of MHC-II expression, and cytokines secretion. Those effects were attributed to signalling via TNF-receptor-2 and counteracted the detrimental effects of IFN-γ on OPC differentiation. Our findings suggest that a pro-regenerative, permissive inflammatory environment is needed for OPCs to execute both regenerative and immune-modulatory functions.
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Affiliation(s)
- Omri Zveik
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
- The Department of Neurology and Laboratory of Neuroimmunology, The Agnes-Ginges Center for Human Neurogenetics, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - Ariel Rechtman
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
- The Department of Neurology and Laboratory of Neuroimmunology, The Agnes-Ginges Center for Human Neurogenetics, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - Livnat Brill
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
- The Department of Neurology and Laboratory of Neuroimmunology, The Agnes-Ginges Center for Human Neurogenetics, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - Adi Vaknin-Dembinsky
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
- The Department of Neurology and Laboratory of Neuroimmunology, The Agnes-Ginges Center for Human Neurogenetics, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
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31
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Duchow A, Bellmann-Strobl J, Friede T, Aktas O, Angstwurm K, Ayzenberg I, Berthele A, Dawin E, Engels D, Fischer K, Flaskamp M, Giglhuber K, Grothe M, Havla J, Hümmert MW, Jarius S, Kaste M, Kern P, Kleiter I, Klotz L, Korporal-Kuhnke M, Kraemer M, Krumbholz M, Kümpfel T, Lohmann L, Ringelstein M, Rommer P, Schindler P, Schubert C, Schwake C, Senel M, Then Bergh F, Tkachenko D, Tumani H, Trebst C, Vardakas I, Walter A, Warnke C, Weber MS, Wickel J, Wildemann B, Winkelmann A, Paul F, Stellmann JP, Häußler V. Time to Disability Milestones and Annualized Relapse Rates in NMOSD and MOGAD. Ann Neurol 2024; 95:720-732. [PMID: 38086777 DOI: 10.1002/ana.26858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 12/07/2023] [Accepted: 12/08/2023] [Indexed: 01/14/2024]
Abstract
OBJECTIVE To investigate accumulation of disability in neuromyelitis optica spectrum disorder (NMOSD) and myelin oligodendrocyte glycoprotein-antibody-associated disease (MOGAD) in a changing treatment landscape. We aimed to identify risk factors for the development of disability milestones in relation to disease duration, number of attacks, and age. METHODS We analyzed data from individuals with NMOSD and MOGAD from the German Neuromyelitis Optica Study Group registry. Applying survival analyses, we estimated risk factors and computed time to disability milestones as defined by the Expanded Disability Status Score (EDSS). RESULTS We included 483 patients: 298 AQP4-IgG+ NMOSD, 52 AQP4-IgG-/MOG-IgG- NMOSD patients, and 133 patients with MOGAD. Despite comparable annualized attack rates, disability milestones occurred earlier and after less attacks in NMOSD patients than MOGAD patients (median time to EDSS 3: AQP4-IgG+ NMOSD 7.7 (95% CI 6.6-9.6) years, AQP4-IgG-/MOG-IgG- NMOSD 8.7) years, MOGAD 14.1 (95% CI 10.4-27.6) years; EDSS 4: 11.9 (95% CI 9.7-14.7), 11.6 (95% lower CI 7.6) and 20.4 (95% lower CI 14.1) years; EDSS 6: 20.1 (95% CI 16.5-32.1), 20.7 (95% lower CI 11.6), and 37.3 (95% lower CI 29.4) years; and EDSS 7: 34.2 (95% lower CI 31.1) for AQP4-IgG+ NMOSD). Higher age at onset increased the risk for all disability milestones, while risk of disability decreased over time. INTERPRETATION AQP4-IgG+ NMOSD, AQP4-IgG-/MOG-IgG- NMOSD, and MOGAD patients show distinctive relapse-associated disability progression, with MOGAD having a less severe disease course. Investigator-initiated research has led to increasing awareness and improved treatment strategies appearing to ameliorate disease outcomes for NMOSD and MOGAD. ANN NEUROL 2024;95:720-732.
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Affiliation(s)
- Ankelien Duchow
- Neuroscience Clinical Research Center, Charité - Universitätsmedizin Berlin, Berlin, Germany
- Experimental and Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
| | - Judith Bellmann-Strobl
- Neuroscience Clinical Research Center, Charité - Universitätsmedizin Berlin, Berlin, Germany
- Experimental and Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
| | - Tim Friede
- Department of Medical Statistics, University Medical Center Göttingen, Göttingen, Germany
| | - Orhan Aktas
- Department of Neurology, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Klemens Angstwurm
- Department of Neurology, University of Regensburg, Regensburg, Germany
| | - Ilya Ayzenberg
- Department of Neurology, St. Josef Hospital, Ruhr University Bochum, Bochum, Germany
| | - Achim Berthele
- Department of Neurology, School of Medicine, Technical University Munich, Klinikum rechts der Isar, Munich, Germany
| | - Eva Dawin
- Department of Neurology with Institute of translational Neurology, University of Münster, Münster, Germany
| | - Daniel Engels
- Institute of Clinical Neuroimmunology, LMU Hospital, Ludwig-Maximilians University Munich, Munich, Germany
| | - Katinka Fischer
- Department of Neurology, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Martina Flaskamp
- Department of Neurology, School of Medicine, Technical University Munich, Klinikum rechts der Isar, Munich, Germany
| | - Katrin Giglhuber
- Department of Neurology, School of Medicine, Technical University Munich, Klinikum rechts der Isar, Munich, Germany
| | - Matthias Grothe
- Department of Neurology, University of Greifswald, Greifswald, Germany
| | - Joachim Havla
- Institute of Clinical Neuroimmunology, LMU Hospital, Ludwig-Maximilians University Munich, Munich, Germany
| | - Martin W Hümmert
- Department of Neurology, Hannover Medical School, Hannover, Germany
| | - Sven Jarius
- Molecular Neuroimmunology Group, Department of Neurology, University of Heidelberg, Heidelberg, Germany
| | - Matthias Kaste
- Department of Neurology, Nordwest Hospital Sanderbusch, Sande, Germany
| | - Peter Kern
- Department of Neurology, Asklepios Expert Clinic Teupitz, Teupitz, Germany
| | - Ingo Kleiter
- Marianne-Strauß-Klinik, Behandlungszentrum Kempfenhausen für Multiple Sklerose Kranke, Berg, Germany
| | - Luisa Klotz
- Department of Neurology with Institute of translational Neurology, University of Münster, Münster, Germany
| | - Mirjam Korporal-Kuhnke
- Molecular Neuroimmunology Group, Department of Neurology, University of Heidelberg, Heidelberg, Germany
| | - Markus Kraemer
- Department of Neurology, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Department of Neurology, Alfried Krupp Hospital, Essen, Germany
| | - Markus Krumbholz
- Department of Neurology and Pain Treatment, Multiple Sclerosis Center, Center for Translational Medicine, Immanuel Klinik Rüdersdorf, University Hospital of the Brandenburg Medical School Theodor Fontane, Rüdersdorf bei Berlin, Germany
- Faculty of Health Sciences Brandenburg, Brandenburg Medical School Theodor Fontane, Rüdersdorf bei Berlin, Germany
- Department of Neurology & Stroke, University Hospital of Tübingen, Tübingen, Germany
| | - Tania Kümpfel
- Institute of Clinical Neuroimmunology, LMU Hospital, Ludwig-Maximilians University Munich, Munich, Germany
| | - Lisa Lohmann
- Department of Neurology with Institute of translational Neurology, University of Münster, Münster, Germany
| | - Marius Ringelstein
- Department of Neurology, Medical Faculty, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
- Department of Neurology, Centre for Neurology and Neuropsychiatry, LVR-Klinikum, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany
| | - Paulus Rommer
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Department of Neurology, Rostock University Medical Center, Rostock, Germany
| | - Patrick Schindler
- Neuroscience Clinical Research Center, Charité - Universitätsmedizin Berlin, Berlin, Germany
- Experimental and Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
| | - Charlotte Schubert
- Department of Neurology and Institute of Neuroimmunology and MS (INIMS), University Medical Center Hamburg -Eppendorf, Hamburg, Germany
| | - Carolin Schwake
- Department of Neurology, St. Josef Hospital, Ruhr University Bochum, Bochum, Germany
| | - Makbule Senel
- Department of Neurology, University of Ulm, Ulm, Germany
| | | | - Daria Tkachenko
- Department of Neurology, Hannover Medical School, Hannover, Germany
| | | | - Corinna Trebst
- Department of Neurology, Hannover Medical School, Hannover, Germany
| | | | - Annette Walter
- Department of Neurology, Herford Hospital, Herford, Germany
| | - Clemens Warnke
- Department of Neurology, University of Cologne, Faculty of Medicine and University Hospital Cologne, Göttingen, Germany
| | - Martin S Weber
- Institute of Neuropathology, Department of Neurology, University Medical Center Göttingen, Göttingen, Germany
- Fraunhofer Institute for Translational Medicine and, Pharmacology, Göttingen, Jena, Germany
| | - Jonathan Wickel
- Section of Translational Neuroimmunology, Department of Neurology, Jena University Hospital, Jena, Hamburg, Germany
| | - Brigitte Wildemann
- Molecular Neuroimmunology Group, Department of Neurology, University of Heidelberg, Heidelberg, Germany
| | | | - Friedemann Paul
- Neuroscience Clinical Research Center, Charité - Universitätsmedizin Berlin, Berlin, Germany
- Experimental and Clinical Research Center, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Max Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin, Germany
| | - Jan-Patrick Stellmann
- Department of Neurology and Institute of Neuroimmunology and MS (INIMS), University Medical Center Hamburg -Eppendorf, Hamburg, Germany
- APHM, Hopital de la Timone, CEMEREM, Marseille, France
- Aix Marseille Univ, CNRS, CRMBM, Marseille, France
| | - Vivien Häußler
- Department of Neurology and Institute of Neuroimmunology and MS (INIMS), University Medical Center Hamburg -Eppendorf, Hamburg, Germany
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Pelletier J, Sugar D, Koyfman A, Long B. Multiple Sclerosis: An Emergency Medicine-Focused Narrative Review. J Emerg Med 2024; 66:e441-e456. [PMID: 38472027 DOI: 10.1016/j.jemermed.2023.12.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 11/15/2023] [Accepted: 12/11/2023] [Indexed: 03/14/2024]
Abstract
BACKGROUND Multiple sclerosis (MS) is a rare but serious condition associated with significant morbidity. OBJECTIVE This review provides a focused assessment of MS for emergency clinicians, including the presentation, evaluation, and emergency department (ED) management based on current evidence. DISCUSSION MS is an autoimmune disorder targeting the central nervous system (CNS), characterized by clinical relapses and radiological lesions disseminated in time and location. Patients with MS most commonly present with long tract signs (e.g., myelopathy, asymmetric spastic paraplegia, urinary dysfunction, Lhermitte's sign), optic neuritis, or brainstem syndromes (bilateral internuclear ophthalmoplegia). Cortical syndromes or multifocal presentations are less common. Radiologically isolated syndrome and clinically isolated syndrome (CIS) may or may not progress to chronic forms of MS, including relapsing remitting MS, primary progressive MS, and secondary progressive MS. The foundation of outpatient management involves disease-modifying therapy, which is typically initiated with the first signs of disease onset. Management of CIS and acute flares of MS in the ED includes corticosteroid therapy, ideally after diagnostic testing with imaging and lumbar puncture for cerebrospinal fluid analysis. Emergency clinicians should evaluate whether patients with MS are presenting with new-onset debilitating neurological symptoms to avoid unnecessary testing and admissions, but failure to appropriately diagnose CIS or MS flare is associated with increased morbidity. CONCLUSIONS An understanding of MS can assist emergency clinicians in better diagnosing and managing this neurologically devastating disease.
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Affiliation(s)
- Jessica Pelletier
- Department of Emergency Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Davis Sugar
- Department of Neurology, Virginia Tech Carilion, Roanoke, Virginia
| | - Alex Koyfman
- Department of Emergency Medicine, University of Texas Southwestern, Dallas, Texas
| | - Brit Long
- SAUSHEC (San Antonio Uniformed Services Health Education Consortium), Department of Emergency Medicine, Brooke Army Medical Center, Fort Sam Houston, Texas
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33
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Shaw BC, Williams JL. A novel PSMB8 isoform associated with multiple sclerosis lesions induces P-body formation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.26.582162. [PMID: 38464190 PMCID: PMC10925105 DOI: 10.1101/2024.02.26.582162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
Multiple sclerosis (MS) is an inflammatory and demyelinating disease of the central nervous system (CNS). Current therapies primarily target the inflammatory component of the disease and are highly effective in early stages of MS while limited therapies have an effect in the more chronic progressive stages of MS where resident glia have a larger role. MS lesions tend to be inflammatory even after the initial peripheral immune cell invasion has subsided and this inflammation is known to cause alternative splicing events. We used qPCR of normal-appearing white matter and white matter lesions from postmortem MS tissue, in vitro studies, and immunostaining in MS tissue to investigate the alternative splicing of one gene known to be important during recovery in an animal model of MS, PSMB8. We found a novel, intron-retained isoform which has not been annotated, upregulated specifically in MS patient white matter lesions. We found that this novel isoform activates the nonsense-mediated decay pathway in primary human astrocytes, the most populous glial cell in the CNS, and is then degraded. Overexpression of this isoform in astrocytes leads to an increased number of processing bodies in vitro, the primary site of mRNA decay. Finally, we demonstrated that MS white matter lesions have a higher burden of processing bodies compared to normal-appearing white matter, predominantly in GFAP-positive astrocytes. The increase in alternative splicing of the PSMB8 gene, the stress that this alternative splicing causes, and the observation that processing bodies are increased in white matter lesions suggests that the lesion microenvironment may lead to increased alternative splicing of many genes. This alternative splicing may blunt the protective or reparative responses of resident glia in and around white matter lesions in MS patients.
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Affiliation(s)
- Benjamin C. Shaw
- Department of Neurosciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Jessica L. Williams
- Department of Neurosciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
- Brain Health Research Institute, Kent State University, Kent, OH, USA
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Kodosaki E, Watkins WJ, Loveless S, Kreft KL, Richards A, Anderson V, Hurler L, Robertson NP, Zelek WM, Tallantyre EC. Combination protein biomarkers predict multiple sclerosis diagnosis and outcomes. J Neuroinflammation 2024; 21:52. [PMID: 38368354 PMCID: PMC10874571 DOI: 10.1186/s12974-024-03036-4] [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: 10/09/2023] [Accepted: 02/01/2024] [Indexed: 02/19/2024] Open
Abstract
Establishing biomarkers to predict multiple sclerosis diagnosis and prognosis has been challenging using a single biomarker approach. We hypothesised that a combination of biomarkers would increase the accuracy of prediction models to differentiate multiple sclerosis from other neurological disorders and enhance prognostication for people with multiple sclerosis. We measured 24 fluid biomarkers in the blood and cerebrospinal fluid of 77 people with multiple sclerosis and 80 people with other neurological disorders, using ELISA or Single Molecule Array assays. Primary outcomes were multiple sclerosis versus any other diagnosis, time to first relapse, and time to disability milestone (Expanded Disability Status Scale 6), adjusted for age and sex. Multivariate prediction models were calculated using the area under the curve value for diagnostic prediction, and concordance statistics (the percentage of each pair of events that are correctly ordered in time for each of the Cox regression models) for prognostic predictions. Predictions using combinations of biomarkers were considerably better than single biomarker predictions. The combination of cerebrospinal fluid [chitinase-3-like-1 + TNF-receptor-1 + CD27] and serum [osteopontin + MCP-1] had an area under the curve of 0.97 for diagnosis of multiple sclerosis, compared to the best discriminative single marker in blood (osteopontin: area under the curve 0.84) and in cerebrospinal fluid (chitinase-3-like-1 area under the curve 0.84). Prediction for time to next relapse was optimal with a combination of cerebrospinal fluid[vitamin D binding protein + Factor I + C1inhibitor] + serum[Factor B + Interleukin-4 + C1inhibitor] (concordance 0.80), and time to Expanded Disability Status Scale 6 with cerebrospinal fluid [C9 + Neurofilament-light] + serum[chitinase-3-like-1 + CCL27 + vitamin D binding protein + C1inhibitor] (concordance 0.98). A combination of fluid biomarkers has a higher accuracy to differentiate multiple sclerosis from other neurological disorders and significantly improved the prediction of the development of sustained disability in multiple sclerosis. Serum models rivalled those of cerebrospinal fluid, holding promise for a non-invasive approach. The utility of our biomarker models can only be established by robust validation in different and varied cohorts.
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Affiliation(s)
- Eleftheria Kodosaki
- UK Dementia Research Institute at University College London, London, WC1E6BT, UK
- Department of Neurodegenerative Disease, UCL Institute of Neurology, Queen Square, London, WC1N3BG, UK
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, CF14 4XW, UK
| | - W John Watkins
- Division of Infection and Immunity, School of Medicine, Cardiff University, Cardiff, UK
| | - Sam Loveless
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, CF14 4XW, UK
| | - Karim L Kreft
- Department of Neurology, University Hospital of Wales, Cardiff, UK
| | - Aidan Richards
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, CF14 4XW, UK
| | - Valerie Anderson
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, CF14 4XW, UK
| | - Lisa Hurler
- Department of Internal Medicine and Haematology, Semmelweis University, Budapest, 1085, Hungary
| | - Neil P Robertson
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, CF14 4XW, UK
- Department of Neurology, University Hospital of Wales, Cardiff, UK
| | - Wioleta M Zelek
- Division of Infection and Immunity, School of Medicine, Cardiff University, Cardiff, UK
| | - Emma C Tallantyre
- Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, CF14 4XW, UK.
- Department of Neurology, University Hospital of Wales, Cardiff, UK.
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Siddiqui A, Yang JH, Hua LH, Graves JS. Clinical and Treatment Considerations for the Pediatric and Aging Patients with Multiple Sclerosis. Neurol Clin 2024; 42:255-274. [PMID: 37980118 DOI: 10.1016/j.ncl.2023.07.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2023]
Abstract
Chronologic aging is associated with multiple pathologic and immunologic changes that impact the clinical course of multiple sclerosis (MS). Clinical phenotypes evolve across the lifespan, from a highly inflammatory course in the very young to a predominantly neurodegenerative phenotype in older patients. Thus, unique clinical considerations arise for the diagnosis and management of the two age extremes of pediatric and geriatric MS populations. This review covers epidemiology, diagnosis, and treatment strategies for these populations with nuanced discussions on therapeutic approaches to effectively care for patients living with MS at critical transition points during their lifespan.
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Affiliation(s)
- Areeba Siddiqui
- Cleveland Clinic Lou Ruvo Center for Brain Health, 888 W. Bonneville Avenue, Las Vegas, NV 89106, USA
| | - Jennifer H Yang
- Department of Neurosciences, University of California San Diego, 9500 Gilman Drive, Mail Code 0662, La Jolla, CA 92093, USA; Division of Pediatric Neurology, Rady Children's Hospital, 3020 Children's Way MC 5009, San Diego, CA 92123, USA
| | - Le H Hua
- Cleveland Clinic Lou Ruvo Center for Brain Health, 888 W. Bonneville Avenue, Las Vegas, NV 89106, USA.
| | - Jennifer S Graves
- Department of Neurosciences, University of California San Diego, 9500 Gilman Drive, Mail Code 0662, La Jolla, CA 92093, USA; Division of Pediatric Neurology, Rady Children's Hospital, 3020 Children's Way MC 5009, San Diego, CA 92123, USA
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Ananthavarathan P, Sahi N, Chard DT. An update on the role of magnetic resonance imaging in predicting and monitoring multiple sclerosis progression. Expert Rev Neurother 2024; 24:201-216. [PMID: 38235594 DOI: 10.1080/14737175.2024.2304116] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 01/08/2024] [Indexed: 01/19/2024]
Abstract
INTRODUCTION While magnetic resonance imaging (MRI) is established in diagnosing and monitoring disease activity in multiple sclerosis (MS), its utility in predicting and monitoring disease progression is less clear. AREAS COVERED The authors consider changing concepts in the phenotypic classification of MS, including progression independent of relapses; pathological processes underpinning progression; advances in MRI measures to assess them; how well MRI features explain and predict clinical outcomes, including models that assess disease effects on neural networks, and the potential role for machine learning. EXPERT OPINION Relapsing-remitting and progressive MS have evolved from being viewed as mutually exclusive to having considerable overlap. Progression is likely the consequence of several pathological elements, each important in building more holistic prognostic models beyond conventional phenotypes. MRI is well placed to assess pathogenic processes underpinning progression, but we need to bridge the gap between MRI measures and clinical outcomes. Mapping pathological effects on specific neural networks may help and machine learning methods may be able to optimize predictive markers while identifying new, or previously overlooked, clinically relevant features. The ever-increasing ability to measure features on MRI raises the dilemma of what to measure and when, and the challenge of translating research methods into clinically useable tools.
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Affiliation(s)
- Piriyankan Ananthavarathan
- Department of Neuroinflammation, University College London Queen Square Multiple Sclerosis Centre, London, UK
| | - Nitin Sahi
- Department of Neuroinflammation, University College London Queen Square Multiple Sclerosis Centre, London, UK
| | - Declan T Chard
- Clinical Research Associate & Consultant Neurologist, Institute of Neurology - Queen Square Multiple Sclerosis Centre, London, UK
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Zinganell A, Göbel G, Berek K, Hofer B, Asenbaum-Nan S, Barang M, Böck K, Bsteh C, Bsteh G, Eger S, Eggers C, Fertl E, Joldic D, Khalil M, Langenscheidt D, Komposch M, Kornek B, Kraus J, Krendl R, Rauschka H, Sellner J, Auer M, Hegen H, Pauli FD, Deisenhammer F. Multiple sclerosis in the elderly: a retrospective cohort study. J Neurol 2024; 271:674-687. [PMID: 37855871 DOI: 10.1007/s00415-023-12041-1] [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: 07/07/2023] [Revised: 09/29/2023] [Accepted: 09/30/2023] [Indexed: 10/20/2023]
Abstract
BACKGROUND There is a lack of knowledge of disease course, prognosis, comorbidities and potential treatments of elderly MS patients. OBJECTIVE To characterize the disease course including disability progression and relapses, to quantify the use of DMTs and to identify comorbidities and risk factors for progression in elderly multiple sclerosis (MS) patients. METHODS This is a retrospective study of 1200 Austrian MS patients older than 55 years as of May 1st, 2017 representing roughly one-third of all the MS patients of this age in Austria. Data were collected from 15 MS centers including demographics, first symptom at onset, number of relapses, evolvement of disability, medication, and comorbidities. RESULTS Median observation time was 17.1 years with 957 (80%) relapsing and 243 (20%) progressive onsets. Average age at diagnosis was 45 years with a female predominance of 71%. Three-hundred and twenty-six (27%) patients were never treated with a DMT, while most treated patients received interferons (496; 41%) at some point. At last follow-up, 420 (35%) patients were still treated with a DMT. No difference was found between treated and never-treated patients in terms of clinical outcome; however, patients with worse disability progression had significantly more DMT switches. Pyramidal onset, number of comorbidities, dementia, epilepsy, and psychiatric conditions as well as a higher number of relapses were associated with worse outcome. The risk of reaching EDSS 6 rose with every additional comorbidity by 22%. In late and very-late-onset MS (LOMS, VLOMS) time to diagnosis took nearly twice the time compared to adult and early onset (AEOMS). The overall annualized relapse rate (ARR) decreased over time and patients with AEOMS had significantly higher ARR compared to LOMS and VLOMS. Four percent of MS patients had five medications or more fulfilling criteria of polypharmacy and 20% of psychiatric drugs were administered without a matching diagnosis. CONCLUSIONS In this study, we identified number of comorbidities, pyramidal and cerebellar signs, and a higher number of relapses as unfavorable prognostic factors in elderly MS patients filling gaps of knowledge in patients usually underrepresented in clinical trials and may guide future therapeutic studies.
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Affiliation(s)
- Anne Zinganell
- Department of Neurology, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | - Georg Göbel
- Department of Medical Statistics, Informatics and Health Economics, Medical University Innsbruck, Innsbruck, Austria
| | - Klaus Berek
- Department of Neurology, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | - Barbara Hofer
- Department of Neurology, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | | | - Matin Barang
- Department of Neurology, Hospital of St. Pölten, St. Pölten, Austria
| | - Klaus Böck
- Department of Neurology, Kepler Universitätsklinikum, Linz, Austria
| | | | - Gabriel Bsteh
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Stephan Eger
- Department of Neurology, Kepler Universitätsklinikum, Linz, Austria
| | - Christian Eggers
- Department of Neurology, Kepler Universitätsklinikum, Linz, Austria
| | - Elisabeth Fertl
- Department of Neurology, Klinik Landstrasse, Vienna, Austria
| | - Damir Joldic
- Department of Neurology, Klinik Landstrasse, Vienna, Austria
| | - Michael Khalil
- Department of Neurology, Medical University of Graz, Graz, Austria
| | | | - Martina Komposch
- Department of Neurology, Hospital of Klagenfurt, Klagenfurt, Austria
| | - Barbara Kornek
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Jörg Kraus
- Neurologist, Zell Am See, Austria
- Department of Laboratory Medicine, Paracelsus Medical University and Salzburger Landeskliniken, Salzburg, Austria
- Department of Neurology, Medical Faculty, Heinrich-Heine-University, Düsseldorf, Germany
| | - Reinhard Krendl
- Department of Neurology, Hospital of Villach, Villach, Austria
| | - Helmut Rauschka
- Department of Neurology, Klinik Donaustadt, Vienna, Austria
- Karl Landsteiner Institute for Neuroimmunological and Neurodegenerative Disorders, Department of Neurology, Klinik Donaustadt, Vienna, Austria
| | - Johann Sellner
- Department of Neurology, Landesklinikum Mistelbach, Mistelbach, Austria
| | - Michael Auer
- Department of Neurology, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | - Harald Hegen
- Department of Neurology, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | - Franziska Di Pauli
- Department of Neurology, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria
| | - Florian Deisenhammer
- Department of Neurology, Medical University of Innsbruck, Anichstrasse 35, 6020, Innsbruck, Austria.
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Selmaj K, Cree BAC, Barnett M, Thompson A, Hartung HP. Multiple sclerosis: time for early treatment with high-efficacy drugs. J Neurol 2024; 271:105-115. [PMID: 37851189 PMCID: PMC10769939 DOI: 10.1007/s00415-023-11969-8] [Citation(s) in RCA: 22] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 08/23/2023] [Accepted: 08/24/2023] [Indexed: 10/19/2023]
Abstract
This review addresses current changes in the approach to treating patients with multiple sclerosis (MS). The widely practiced approach of utilizing agents with lower treatment efficacy (LETA) at onset with subsequent escalation has been challenged by new data suggesting that MS patients derive greater benefit when therapy is initiated with high-efficacy treatment agents (HETA). Several recent studies compared treatment efficacy and safety of early administration of HETA versus LETA. The results of randomized, double blind, phase III studies with LETA as a control arm and population-based larger and longer studies using propensity scoring, marginal structural modeling and weighted cumulative exposure analysis support the benefit of early treatment with HETA. Patients initiating their treatment with HETA, regardless of prognostic factors and MRI burden at baseline, showed significantly lower annualized relapse rate (ARR) and reduced disability progression in follow-up periods of up to 10-15 years. Moreover, the safety profile of recently approved HETA ameliorates concerns about off-target effects associated with a number of earlier high-efficacy drugs. Patient perception has also changed with an increasing preference for medication profiles that both improve symptoms and prevent disease progression. Accumulating data from randomized studies and the results of large population-based studies demonstrating short-term and longer-term patient benefits support the view that HETA should be more widely used. The adoption of early treatment with HETA capitalizes on a window of opportunity for anti-inflammatory drugs to maximally impact disease pathology and heralds a sea change in clinical practice toward pro-active management and away from a philosophy routed in generating clinical benefit as a consequence of treatment failure.
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Affiliation(s)
- Krzysztof Selmaj
- Department of Neurology, University of Warmia and Mazury, 30 Warszawska Ave, 10-082, Olsztyn, Poland.
- Center of Neurology, Lodz, Poland.
| | - Bruce A C Cree
- Department of Neurology, Weill Neurosciences Institute, UCSF, San Francisco, USA
| | - Michael Barnett
- Brain and Mind Centre, University of Sydney, Sydney, Australia
| | - Alan Thompson
- Faculty of Brain Sciences, University College, London, London, UK
| | - Hans-Peter Hartung
- Brain and Mind Centre, University of Sydney, Sydney, Australia
- Department of Neurology, Heinrich-Heine-University, Düsseldorf, Germany
- Department of Neurology, Medical University of Vienna, Vienna, Austria
- Department of Neurology, Palacky University, Olomouc, Olomouc, Czech Republic
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Menezes FTLD, Lopes AB, Alencar JMD, Bichuetti DB, Souza NAD, Cogo-Moreira H, Oliveira EMLD. A mixture model for differentiating longitudinal courses of multiple sclerosis. Mult Scler Relat Disord 2024; 81:105346. [PMID: 38091806 DOI: 10.1016/j.msard.2023.105346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 11/07/2023] [Accepted: 11/24/2023] [Indexed: 01/23/2024]
Abstract
BACKGROUND Multiple sclerosis has a broad spectrum of clinical courses. Early identification of patients at greater risk of accumulating disability is essential. OBJECTIVES Identify groups of patients with similar presentation through a mixture model and predict their trajectories over the years. METHODS Retrospective study of patients from 1994 to 2019. We performed a latent profile analysis followed by a latent transition analysis based on eight parameters: age, disease duration, EDSS, number of relapses, multi-topographic symptoms, motor impairment, sphincter impairment, and infratentorial lesions. RESULTS We included 629 patients, regardless of the phenotypical classification. We identified three distinct groups at the beginning and end of the follow-up. The three-classes model disclosed the "No disability regardless disease duration" (NDRDD) class with low EDSS and younger patients, the "Disability within a short disease duration" (DSDD) class with the worse disability besides short illness, and the "Disability within a long disease duration" (DLDD) class that achieved high EDSS over a long disease duration. EDSS, disease duration, and no sphincter impairment had the best entropy to distinguish classes at the initial presentation. Over time, the patients from NDRDD had a 52.1 % probability of changing to DLDD and 7.7 % of changing to DSDD. CONCLUSIONS We identified three groups of clinical presentations and their evolution over time based on considered prognostic factors. The most likely transition is from NDRDD to DLDD.
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Affiliation(s)
- Felipe Toscano Lins de Menezes
- Neuroimmunology Clinic, Disciplina de Neurologia, Escola Paulista de Medicina - Universidade Federal de São Paulo, Sao Paulo, Brazil.
| | - Alexandre Bussinger Lopes
- Neuroimmunology Clinic, Disciplina de Neurologia, Escola Paulista de Medicina - Universidade Federal de São Paulo, Sao Paulo, Brazil
| | - Jéssica Monique Dias Alencar
- Neuroimmunology Clinic, Disciplina de Neurologia, Escola Paulista de Medicina - Universidade Federal de São Paulo, Sao Paulo, Brazil
| | - Denis Bernardi Bichuetti
- Neuroimmunology Clinic, Disciplina de Neurologia, Escola Paulista de Medicina - Universidade Federal de São Paulo, Sao Paulo, Brazil
| | - Nilton Amorim de Souza
- Neuroimmunology Clinic, Disciplina de Neurologia, Escola Paulista de Medicina - Universidade Federal de São Paulo, Sao Paulo, Brazil
| | - Hugo Cogo-Moreira
- Department of Education, ICT and Learning, Østfold University College, Halden, Norway
| | - Enedina Maria Lobato de Oliveira
- Neuroimmunology Clinic, Disciplina de Neurologia, Escola Paulista de Medicina - Universidade Federal de São Paulo, Sao Paulo, Brazil
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Müller J, Schädelin S, Lorscheider J, Benkert P, Hänni P, Schmid J, Kuhle J, Derfuss T, Granziera C, Yaldizli Ö. Comparative analysis of dimethyl fumarate and teriflunomide in relapsing-remitting multiple sclerosis. Eur J Neurol 2023; 30:3809-3818. [PMID: 37578431 DOI: 10.1111/ene.16044] [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: 11/21/2022] [Revised: 07/17/2023] [Accepted: 08/10/2023] [Indexed: 08/15/2023]
Abstract
BACKGROUND AND PURPOSE In relapsing-remitting multiple sclerosis (RRMS), analyses from observational studies comparing dimethyl fumarate (DMF) and teriflunomide showed conflicting results. We aimed to compare the effectiveness of DMF and teriflunomide in a real-world setting, where both drugs are licensed as first-line therapies for RRMS. METHODS We included all patients who initiated DMF or teriflunomide between 2013 and 2022, listed in the Swiss National Treatment Registry. Coarsened exact matching was applied using age, gender, disease duration, baseline Expanded Disability Status Scale (EDSS) score, time since last relapse, and relapse rate in the previous year as matching variables. Time to relapse and time to 12-month confirmed EDSS worsening were compared using Cox proportional hazard models. RESULTS In total, 2028 patients were included in this study, of whom 1498 were matched (DMF: n = 1090, 69.6% female, mean age 45.1 years, median EDSS score 2.0; teriflunomide: n = 408, 68.9% female, mean age 45.1 years, median EDSS score 2.0). Time to relapse and time to EDSS worsening was longer in the DMF than the teriflunomide group (hazard ratio 0.734, p = 0.026 and hazard ratio 0.576, p = 0.003, respectively). CONCLUSION Analysis of real-world data showed that DMF treatment was associated with more favorable outcomes than teriflunomide treatment.
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Affiliation(s)
- Jannis Müller
- Neurology Clinic and Policlinic, Department of Head, Spine and Neuromedicine, MS Center and Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Sabine Schädelin
- Department of Clinical Research, Clinical Trial Unit, University Hospital Basel, Basel, Switzerland
| | - Johannes Lorscheider
- Neurology Clinic and Policlinic, Department of Head, Spine and Neuromedicine, MS Center and Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Pascal Benkert
- Department of Clinical Research, Clinical Trial Unit, University Hospital Basel, Basel, Switzerland
| | - Peter Hänni
- Swiss Federation for Common Tasks of Health Insurances (SVK), Solothurn, Switzerland
| | - Jürg Schmid
- Swiss Federation for Common Tasks of Health Insurances (SVK), Solothurn, Switzerland
| | - Jens Kuhle
- Neurology Clinic and Policlinic, Department of Head, Spine and Neuromedicine, MS Center and Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Tobias Derfuss
- Neurology Clinic and Policlinic, Department of Head, Spine and Neuromedicine, MS Center and Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Cristina Granziera
- Neurology Clinic and Policlinic, Department of Head, Spine and Neuromedicine, MS Center and Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Özgür Yaldizli
- Neurology Clinic and Policlinic, Department of Head, Spine and Neuromedicine, MS Center and Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, University Hospital Basel and University of Basel, Basel, Switzerland
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Ganz T, Zveik O, Fainstein N, Lachish M, Rechtman A, Sofer L, Brill L, Ben-Hur T, Vaknin-Dembinsky A. Oligodendrocyte progenitor cells differentiation induction with MAPK/ERK inhibitor fails to support repair processes in the chronically demyelinated CNS. Glia 2023; 71:2815-2831. [PMID: 37610097 DOI: 10.1002/glia.24453] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2023] [Revised: 07/23/2023] [Accepted: 07/24/2023] [Indexed: 08/24/2023]
Abstract
Remyelination failure is considered a major obstacle in treating chronic-progressive multiple sclerosis (MS). Studies have shown blockage in the differentiation of resident oligodendrocyte progenitor cells (OPC) into myelin-forming cells, suggesting that pushing OPC into a differentiation program might be sufficient to overcome remyelination failure. Others stressed the need for a permissive environment to allow proper activation, migration, and differentiation of OPC. PD0325901, a MAPK/ERK inhibitor, was previously shown to induce OPC differentiation, non-specific immunosuppression, and a significant therapeutic effect in acute demyelinating MS models. We examined PD0325901 effects in the chronically inflamed central nervous system. Treatment with PD0325901 induced OPC differentiation into mature oligodendrocytes with high morphological complexity. However, treatment of Biozzi mice with chronic-progressive experimental autoimmune encephalomyelitis with PD0325901 showed no clinical improvement in comparison to the control group, no reduction in demyelination, nor induction of OPC migration into foci of demyelination. PD0325901 induced a direct general immunosuppressive effect on various cell populations, leading to a diminished phagocytic capability of microglia and less activation of lymph-node cells. It also significantly impaired the immune-modulatory functions of OPC. Our findings suggest OPC regenerative function depends on a permissive environment, which may include pro-regenerative inflammatory elements. Furthermore, they indicate that maintaining a delicate balance between the pro-myelinating and immune functions of OPC is of importance. Thus, the highly complex mission of creating a pro-regenerative environment depends upon an appropriate immune response controlled in time, place, and intensity. We suggest the need to employ a multi-systematic therapeutic approach, which cannot be achieved through a single molecule-based therapy.
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Affiliation(s)
- Tal Ganz
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
- The Department of Neurology and Laboratory of Neuroimmunology, The Agnes-Ginges Center for Human Neurogenetics, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - Omri Zveik
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
- The Department of Neurology and Laboratory of Neuroimmunology, The Agnes-Ginges Center for Human Neurogenetics, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - Nina Fainstein
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
- The Department of Neurology and Laboratory of Neuroimmunology, The Agnes-Ginges Center for Human Neurogenetics, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - Marva Lachish
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
- The Department of Neurology and Laboratory of Neuroimmunology, The Agnes-Ginges Center for Human Neurogenetics, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - Ariel Rechtman
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
- The Department of Neurology and Laboratory of Neuroimmunology, The Agnes-Ginges Center for Human Neurogenetics, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - Lihi Sofer
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
- The Department of Neurology and Laboratory of Neuroimmunology, The Agnes-Ginges Center for Human Neurogenetics, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - Livnat Brill
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
- The Department of Neurology and Laboratory of Neuroimmunology, The Agnes-Ginges Center for Human Neurogenetics, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - Tamir Ben-Hur
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
- The Department of Neurology and Laboratory of Neuroimmunology, The Agnes-Ginges Center for Human Neurogenetics, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - Adi Vaknin-Dembinsky
- Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem, Israel
- The Department of Neurology and Laboratory of Neuroimmunology, The Agnes-Ginges Center for Human Neurogenetics, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
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42
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Zhang K, Lincoln JA, Jiang X, Bernstam EV, Shams S. Predicting multiple sclerosis severity with multimodal deep neural networks. BMC Med Inform Decis Mak 2023; 23:255. [PMID: 37946182 PMCID: PMC10634041 DOI: 10.1186/s12911-023-02354-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2022] [Accepted: 10/25/2023] [Indexed: 11/12/2023] Open
Abstract
Multiple Sclerosis (MS) is a chronic disease developed in the human brain and spinal cord, which can cause permanent damage or deterioration of the nerves. The severity of MS disease is monitored by the Expanded Disability Status Scale, composed of several functional sub-scores. Early and accurate classification of MS disease severity is critical for slowing down or preventing disease progression via applying early therapeutic intervention strategies. Recent advances in deep learning and the wide use of Electronic Health Records (EHR) create opportunities to apply data-driven and predictive modeling tools for this goal. Previous studies focusing on using single-modal machine learning and deep learning algorithms were limited in terms of prediction accuracy due to data insufficiency or model simplicity. In this paper, we proposed the idea of using patients' multimodal longitudinal and longitudinal EHR data to predict multiple sclerosis disease severity in the future. Our contribution has two main facets. First, we describe a pioneering effort to integrate structured EHR data, neuroimaging data and clinical notes to build a multi-modal deep learning framework to predict patient's MS severity. The proposed pipeline demonstrates up to 19% increase in terms of the area under the Area Under the Receiver Operating Characteristic curve (AUROC) compared to models using single-modal data. Second, the study also provides valuable insights regarding the amount useful signal embedded in each data modality with respect to MS disease prediction, which may improve data collection processes.
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Affiliation(s)
- Kai Zhang
- Department of Health Data Science and Artificial Intelligence, McWilliams School of Biomedical Informatics, University of Texas Health Sciences Center at Houston, Houston, TX, USA
| | - John A Lincoln
- Department of Neurology, University of Texas Health Sciences Center, McGovern Medical School, Houston, TX, USA
| | - Xiaoqian Jiang
- Department of Health Data Science and Artificial Intelligence, McWilliams School of Biomedical Informatics, University of Texas Health Sciences Center at Houston, Houston, TX, USA
| | - Elmer V Bernstam
- Department of Health Data Science and Artificial Intelligence, McWilliams School of Biomedical Informatics, University of Texas Health Sciences Center at Houston, Houston, TX, USA
- Division of General Internal Medicine, Department of Internal Medicine, University of Texas Health Sciences Center, McGovern Medical School, Houston, TX, USA
| | - Shayan Shams
- Department of Health Data Science and Artificial Intelligence, McWilliams School of Biomedical Informatics, University of Texas Health Sciences Center at Houston, Houston, TX, USA.
- Department of Applied Data Science, San Jose State University, San Jose, CA, USA.
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Müller J, Cagol A, Lorscheider J, Tsagkas C, Benkert P, Yaldizli Ö, Kuhle J, Derfuss T, Sormani MP, Thompson A, Granziera C, Kappos L. Harmonizing Definitions for Progression Independent of Relapse Activity in Multiple Sclerosis: A Systematic Review. JAMA Neurol 2023; 80:1232-1245. [PMID: 37782515 DOI: 10.1001/jamaneurol.2023.3331] [Citation(s) in RCA: 78] [Impact Index Per Article: 39.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/03/2023]
Abstract
Importance Emerging evidence suggests that progression independent of relapse activity (PIRA) is a substantial contributor to long-term disability accumulation in relapsing-remitting multiple sclerosis (RRMS). To date, there is no uniform agreed-upon definition of PIRA, limiting the comparability of published studies. Objective To summarize the current evidence about PIRA based on a systematic review, to discuss the various terminologies used in the context of PIRA, and to propose a harmonized definition for PIRA for use in clinical practice and future trials. Evidence Review A literature search was conducted using the search terms multiple sclerosis, PIRA, progression independent of relapse activity, silent progression, and progression unrelated to relapses in PubMed, Embase, Cochrane, and Web of Science, published between January 1990 and December 2022. Findings Of 119 identified single records, 48 eligible studies were analyzed. PIRA was reported to occur in roughly 5% of all patients with RRMS per annum, causing at least 50% of all disability accrual events in typical RRMS. The proportion of PIRA vs relapse-associated worsening increased with age, longer disease duration, and, despite lower absolute event numbers, potent suppression of relapses by highly effective disease-modifying therapy. However, different studies used various definitions of PIRA, rendering the comparability of studies difficult. Conclusion and Relevance PIRA is the most frequent manifestation of disability accumulation across the full spectrum of traditional MS phenotypes, including clinically isolated syndrome and early RRMS. The harmonized definition suggested here may improve the comparability of results in current and future cohorts and data sets.
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Affiliation(s)
- Jannis Müller
- Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel, Basel, Switzerland
- Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel, Basel, Switzerland
- Neurologic Clinic and Policlinic, Department of Neurology, University Hospital Basel, Basel, Switzerland
| | - Alessandro Cagol
- Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel, Basel, Switzerland
- Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Johannes Lorscheider
- Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel, Basel, Switzerland
- Neurologic Clinic and Policlinic, Department of Neurology, University Hospital Basel, Basel, Switzerland
| | - Charidimos Tsagkas
- Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel, Basel, Switzerland
- Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel, Basel, Switzerland
- Neurologic Clinic and Policlinic, Department of Neurology, University Hospital Basel, Basel, Switzerland
| | - Pascal Benkert
- Department of Clinical Research, Clinical Trial Unit, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Özgür Yaldizli
- Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel, Basel, Switzerland
- Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel, Basel, Switzerland
- Neurologic Clinic and Policlinic, Department of Neurology, University Hospital Basel, Basel, Switzerland
| | - Jens Kuhle
- Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel, Basel, Switzerland
- Neurologic Clinic and Policlinic, Department of Neurology, University Hospital Basel, Basel, Switzerland
| | - Tobias Derfuss
- Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel, Basel, Switzerland
- Neurologic Clinic and Policlinic, Department of Neurology, University Hospital Basel, Basel, Switzerland
| | - Maria Pia Sormani
- Department of Health Sciences, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Alan Thompson
- Queen Square MS Centre, UCL Institute of Neurology, London, United Kingdom
- NIHR University College London Hospitals Biomedical Research Centre, London, United Kingdom
| | - Cristina Granziera
- Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel, Basel, Switzerland
- Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel, Basel, Switzerland
- Neurologic Clinic and Policlinic, Department of Neurology, University Hospital Basel, Basel, Switzerland
| | - Ludwig Kappos
- Research Center for Clinical Neuroimmunology and Neuroscience Basel (RC2NB), University Hospital Basel and University of Basel, Basel, Switzerland
- Translational Imaging in Neurology (ThINk) Basel, Department of Biomedical Engineering, Faculty of Medicine, University Hospital Basel and University of Basel, Basel, Switzerland
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Kruger TM, Valenzuela B, Thompson CD, Ouwerkerk-Mahadevan S, Ruixo JJP. Clinical Pharmacokinetics of Ponesimod, a Selective S1P1 Receptor Modulator, in the Treatment of Multiple Sclerosis. Clin Pharmacokinet 2023; 62:1533-1550. [PMID: 37776485 DOI: 10.1007/s40262-023-01308-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/04/2023] [Indexed: 10/02/2023]
Abstract
Ponesimod, a selective, rapidly reversible, and orally active, sphingosine-1 phosphate receptor (S1P) modulator, is indicated for the treatment of relapsing-remitting multiple sclerosis (RRMS). The clinical pharmacokinetics (PK) and pharmacodynamics (PD) of ponesimod was studied in 16 phase I, one phase II, and one phase III clinical studies. Ponesimod population PK was characterized by an open two-compartment disposition model with a terminal half-life of 33 h (accumulation factor of 2- to 2.6-fold), and fast and almost complete oral absorption (absolute oral bioavailability: 84%), reaching peak plasma and blood concentrations within 2-4 h. Ponesimod is highly metabolized, and the parent compound along with its two major (non-clinically active) metabolites are mainly excreted in the feces (recovery: 57.3-79.6%) and to a lesser extent in the urine (recovery: 10.3-18.4%). Additionally, the population PKPD model characterized the ponesimod effects on heart rate: a transient, dose-dependent decrease in heart rate in the first days of dosing, that is mitigated by administering the first doses of ponesimod treatment using a gradual up-titration schedule, before reaching the daily maintenance dose of 20 mg. This selected maintenance dose has been shown to be superior in reducing annualized relapse rate (ARR) when compared with teriflunomide in a pivotal phase III study. Furthermore, a dose-dependent reduction of peripheral lymphocyte counts that is sustained with continued daily oral dosing of ponesimod and is rapidly (4-7 days) reversible upon drug discontinuation has been characterized with an indirect response model.
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Affiliation(s)
- Terra M Kruger
- Department of Clinical Pharmacology and Pharmacometrics, Janssen Research & Development, 1125 Trenton Harborton Road, Titusville, NJ, 08560, USA.
| | - Belén Valenzuela
- Department of Research and Drug Development, Janssen-Cilag Spain, Part of Janssen Pharmaceutical Companies, Madrid, Spain
| | - Charles D Thompson
- Janssen Research & Development, Preclinical Sciences and Translational Safety, Spring House, PA, USA
| | - Sivi Ouwerkerk-Mahadevan
- Department of Clinical Pharmacology and Pharmacometrics, Janssen Research & Development, Beerse, Belgium
| | - Juan Jose Perez Ruixo
- Department of Research and Drug Development, Janssen-Cilag Spain, Part of Janssen Pharmaceutical Companies, Madrid, Spain
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Silveira SL, Froehlich-Grobe K, Motl RW. Developing a community-engaged wheelchair exercise program for persons with MS: community advisory board formation and feedback. Disabil Rehabil Assist Technol 2023; 18:1385-1392. [PMID: 34892990 PMCID: PMC9215208 DOI: 10.1080/17483107.2021.2010819] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 11/19/2021] [Indexed: 10/19/2022]
Abstract
PURPOSE Exercise is a safe, evidence-based approach for improving symptoms such as mobility impairment, cognitive dysfunction, and fatigue; however, persons with multiple sclerosis (MS) who use wheelchairs for mobility have been excluded from most research. This paper describes our approach for recruiting ten community advisor board (CAB) members and partnering with them on developing a novel home-based exercise training program for wheelchair users with MS. MATERIALS AND METHODS The exercise training program, which was developed based on initial qualitative research, includes a progressive exercise prescription, equipment, and one-on-one behavioural coaching based on Social Cognitive Theory. The CAB members convened in groups of five people for five meetings online, using virtual conference software. The CAB meetings each lasted approximately 1-hour and notes were transcribed into digital format for data analyses. RESULTS Content analysis identified elements that aligned with meeting foci (i.e., prescription, equipment, coaching, and outcomes). Feedback was divided into categories to refine the program, specifically modifying, adding, or retaining content and/or activities. CAB member feedback was very positive and emphasised potential additions to the materials presented. The research team proposed implementing modifications based on the CAB member feedback such as adding wrist weights to the equipment options for completing resistance training exercises. CONCLUSIONS The overall CAB feedback was invaluable for assessing the appropriateness of the proposed exercise training program before initiating feasibility testing. This report provides a model and guidance for researchers who seek community-engaged research approaches in creating products and interventions.Implication for RehabilitationCommunity advisory board participation was invaluable in creating and modifying a novel exercise training programmes for wheelchair users with multiple sclerosis (MS).The current study provides a framework for the creation of exercise interventions for subpopulations of persons with MS that may provide substantial rehabilitation benefits such as improved symptoms and quality of life.Health behaviour interventists targeting individuals with disabilities may consider the benefits of recruiting stakeholders from the community in creation of novel programmes.
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Affiliation(s)
- Stephanie L. Silveira
- Department of Physical Therapy, University of Alabama at Birmingham, Birmingham, AL, USA
- Department of Kinesiology, Health Promotion, and Recreation, University of North Texas, Denton, TX, USA
| | | | - Robert W. Motl
- Department of Physical Therapy, University of Alabama at Birmingham, Birmingham, AL, USA
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46
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Rodrigues P, da Silva B, Trevisan G. A systematic review and meta-analysis of neuropathic pain in multiple sclerosis: Prevalence, clinical types, sex dimorphism, and increased depression and anxiety symptoms. Neurosci Biobehav Rev 2023; 154:105401. [PMID: 37777076 DOI: 10.1016/j.neubiorev.2023.105401] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 09/04/2023] [Accepted: 09/20/2023] [Indexed: 10/02/2023]
Abstract
Chronic pain is the most disability symptom related to multiple sclerosis (MS) brain lesions and can also generate anxiety and depression. There are no updated reports of the general prevalence of neuropathic pain, MS clinical types, sex dimorphism, and its association with depression and anxiety. The protocol was listed in PROSPERO (CRD42022303571). The article selection resulted in 24 studies with a low risk of bias. The prevalence of neuropathic pain in MS patients was 26.8% with higher levels of depression and anxiety. We also observed that female patients (74.2%) have a higher prevalence of neuropathic pain than males (28.9%). We showed the enhanced prevalence of neuropathic pain using the female and male data (58.9%) compared to the total prevalence (26.8%). In addition, the SPMS (40.3%) presented an increased prevalence of neuropathic pain compared to PPMS (15.6%). Thus, we demonstrated the association between neuropathic pain, depression and anxiety symptoms and the influence of diagnosis, age, disease score, and disease duration in the increased prevalence of neuropathic pain in MS patients.
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Affiliation(s)
- Patrícia Rodrigues
- Graduated Program in Pharmacology, Federal University of Santa Maria (UFSM), 97105-900 Santa Maria, RS, Brazil
| | - Brenda da Silva
- Graduated Program in Pharmacology, Federal University of Santa Maria (UFSM), 97105-900 Santa Maria, RS, Brazil
| | - Gabriela Trevisan
- Graduated Program in Pharmacology, Federal University of Santa Maria (UFSM), 97105-900 Santa Maria, RS, Brazil.
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47
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Danilkovich AV, Turobov VI, Palikov VA, Palikova YA, Shepelyakovskaya AO, Mikhaylov ES, Slashcheva GA, Shadrina TE, Shaykhutdinova ER, Rasskazova EA, Tukhovskaya EA, Khokhlova ON, Dyachenko IA, Ismailova AM, Zinchenko DV, Navolotskaya EV, Lipkin VM, Murashev AN, Udovichenko IP. C-Terminal Region of Caveolin-3 Contains a Stretch of Amino Acid Residues Capable of Diminishing Symptoms of Experimental Autoimmune Encephalomyelitis but Not Rheumatoid Arthritis Modeled in Rats. Biomedicines 2023; 11:2855. [PMID: 37893228 PMCID: PMC10603933 DOI: 10.3390/biomedicines11102855] [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: 07/27/2023] [Revised: 09/24/2023] [Accepted: 09/28/2023] [Indexed: 10/29/2023] Open
Abstract
A short synthetic peptide from the C-terminal part of the caveolin-3 structure was tested for experimental autoimmune encephalomyelitis (EAE) treatment in rats. The structure-function similarity established between the novel synthetic peptide of pCav3 and the well-known immunomodulator immunocortin determined pCav3's ability to reduce EAE symptoms in Dark Agouti (DA) rats injected with pCav3 (500 µg/kg). pCav3 was found to interfere with the proliferation of lymphocytes extracted from the LNs of DA rats primed with homogenate injection, with IC50 = 0.42 μM (2.35 mcg/mL). pCav3 affected EAE in a very similar manner as immunocortin. The high degree of homology between the amino acid sequences of pCav3 and immunocortin corresponded well with the therapeutic activities of both peptides, as demonstrated on EAE. The latter peptide, possessing a homologous structure to pCav3, was also tested on EAE to explore whether there were structural restrictions between these peptides implied by the MHC-involved cell machinery. Consequently, immunocortin was further examined with a different autoimmune disease model, collagen-induced arthritis (CIA), established in Sprague-Dawley rats. CIA was established using an intentionally different genetic platform than EAE. Based on the results, it was concluded that the effectiveness of pCav3 and immunocortin peptides in EAE rat model was almost identical, but differed in the rat model of rheumatoid arthritis; thus, efficacy may be sensitive to the MHC type of animals used to establish the autoimmune disease model.
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Affiliation(s)
- Alexey V. Danilkovich
- State Center for Sciences by Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences (BIBCh RAS), 6 Prospekt Nauki, 142290 Pushchino, Russia (O.N.K.); (D.V.Z.)
- Fundamental Biotechnology Department, RosBioTech University at Pushchino, 3 Prospekt Nauki, 142290 Pushchino, Russia
| | - Valery I. Turobov
- State Center for Sciences by Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences (BIBCh RAS), 6 Prospekt Nauki, 142290 Pushchino, Russia (O.N.K.); (D.V.Z.)
| | - Victor A. Palikov
- State Center for Sciences by Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences (BIBCh RAS), 6 Prospekt Nauki, 142290 Pushchino, Russia (O.N.K.); (D.V.Z.)
| | - Yulia A. Palikova
- State Center for Sciences by Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences (BIBCh RAS), 6 Prospekt Nauki, 142290 Pushchino, Russia (O.N.K.); (D.V.Z.)
| | - Anna O. Shepelyakovskaya
- State Center for Sciences by Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences (BIBCh RAS), 6 Prospekt Nauki, 142290 Pushchino, Russia (O.N.K.); (D.V.Z.)
| | - Evgeniy S. Mikhaylov
- State Center for Sciences by Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences (BIBCh RAS), 6 Prospekt Nauki, 142290 Pushchino, Russia (O.N.K.); (D.V.Z.)
| | - Gulsara A. Slashcheva
- State Center for Sciences by Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences (BIBCh RAS), 6 Prospekt Nauki, 142290 Pushchino, Russia (O.N.K.); (D.V.Z.)
| | - Tatiana E. Shadrina
- State Center for Sciences by Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences (BIBCh RAS), 6 Prospekt Nauki, 142290 Pushchino, Russia (O.N.K.); (D.V.Z.)
| | - Elvira R. Shaykhutdinova
- State Center for Sciences by Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences (BIBCh RAS), 6 Prospekt Nauki, 142290 Pushchino, Russia (O.N.K.); (D.V.Z.)
| | - Ekaterina A. Rasskazova
- State Center for Sciences by Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences (BIBCh RAS), 6 Prospekt Nauki, 142290 Pushchino, Russia (O.N.K.); (D.V.Z.)
| | - Elena A. Tukhovskaya
- State Center for Sciences by Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences (BIBCh RAS), 6 Prospekt Nauki, 142290 Pushchino, Russia (O.N.K.); (D.V.Z.)
| | - Oksana N. Khokhlova
- State Center for Sciences by Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences (BIBCh RAS), 6 Prospekt Nauki, 142290 Pushchino, Russia (O.N.K.); (D.V.Z.)
| | - Igor A. Dyachenko
- State Center for Sciences by Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences (BIBCh RAS), 6 Prospekt Nauki, 142290 Pushchino, Russia (O.N.K.); (D.V.Z.)
- Fundamental Biotechnology Department, RosBioTech University at Pushchino, 3 Prospekt Nauki, 142290 Pushchino, Russia
| | - Alina M. Ismailova
- State Center for Sciences by Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences (BIBCh RAS), 6 Prospekt Nauki, 142290 Pushchino, Russia (O.N.K.); (D.V.Z.)
| | - Dmitry V. Zinchenko
- State Center for Sciences by Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences (BIBCh RAS), 6 Prospekt Nauki, 142290 Pushchino, Russia (O.N.K.); (D.V.Z.)
| | - Elena V. Navolotskaya
- State Center for Sciences by Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences (BIBCh RAS), 6 Prospekt Nauki, 142290 Pushchino, Russia (O.N.K.); (D.V.Z.)
| | - Valery M. Lipkin
- State Center for Sciences by Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences (BIBCh RAS), 6 Prospekt Nauki, 142290 Pushchino, Russia (O.N.K.); (D.V.Z.)
| | - Arkady N. Murashev
- State Center for Sciences by Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences (BIBCh RAS), 6 Prospekt Nauki, 142290 Pushchino, Russia (O.N.K.); (D.V.Z.)
- Fundamental Biotechnology Department, RosBioTech University at Pushchino, 3 Prospekt Nauki, 142290 Pushchino, Russia
| | - Igor. P. Udovichenko
- State Center for Sciences by Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences (BIBCh RAS), 6 Prospekt Nauki, 142290 Pushchino, Russia (O.N.K.); (D.V.Z.)
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Smith BC, Tinkey RA, Brock OD, Mariam A, Habean ML, Dutta R, Williams JL. Astrocyte interferon-gamma signaling dampens inflammation during chronic central nervous system autoimmunity via PD-L1. J Neuroinflammation 2023; 20:234. [PMID: 37828609 PMCID: PMC10568873 DOI: 10.1186/s12974-023-02917-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Accepted: 10/01/2023] [Indexed: 10/14/2023] Open
Abstract
Multiple sclerosis (MS) is an inflammatory and neurodegenerative disease of the central nervous system (CNS). Infiltrating inflammatory immune cells perpetuate demyelination and axonal damage in the CNS and significantly contribute to pathology and clinical deficits. While the cytokine interferon (IFN)γ is classically described as deleterious in acute CNS autoimmunity, we and others have shown astrocytic IFNγ signaling also has a neuroprotective role. Here, we performed RNA sequencing and ingenuity pathway analysis on IFNγ-treated astrocytes and found that PD-L1 was prominently expressed. Interestingly, PD-1/PD-L1 antagonism reduced apoptosis in leukocytes exposed to IFNγ-treated astrocytes in vitro. To further elucidate the role of astrocytic IFNγ signaling on the PD-1/PD-L1 axis in vivo, we induced the experimental autoimmune encephalomyelitis (EAE) model of MS in Aldh1l1-CreERT2, Ifngr1fl/fl mice. Mice with conditional astrocytic deletion of IFNγ receptor exhibited a reduction in PD-L1 expression which corresponded to increased infiltrating leukocytes, particularly from the myeloid lineage, and exacerbated clinical disease. PD-1 agonism reduced EAE severity and CNS-infiltrating leukocytes. Importantly, PD-1 is expressed by myeloid cells surrounding MS lesions. These data support that IFNγ signaling in astrocytes diminishes inflammation during chronic autoimmunity via upregulation of PD-L1, suggesting potential therapeutic benefit for MS patients.
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Affiliation(s)
- Brandon C Smith
- Department of Neurosciences, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue/NC30, Cleveland, OH, 44195, USA
- Department of Biological, Geological, and Environmental Sciences, Cleveland State University, Cleveland, OH, USA
| | - Rachel A Tinkey
- Department of Neurosciences, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue/NC30, Cleveland, OH, 44195, USA
- School of Biomedical Sciences, Kent State University, Kent, OH, USA
| | - Orion D Brock
- Department of Neurosciences, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue/NC30, Cleveland, OH, 44195, USA
- Department of Neurosciences, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Arshiya Mariam
- Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Maria L Habean
- Department of Neurosciences, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue/NC30, Cleveland, OH, 44195, USA
- Department of Neurosciences, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Ranjan Dutta
- Department of Neurosciences, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue/NC30, Cleveland, OH, 44195, USA
| | - Jessica L Williams
- Department of Neurosciences, Lerner Research Institute, Cleveland Clinic, 9500 Euclid Avenue/NC30, Cleveland, OH, 44195, USA.
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49
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Edan G, Le Page E. Escalation Versus Induction/High-Efficacy Treatment Strategies for Relapsing Multiple Sclerosis: Which is Best for Patients? Drugs 2023; 83:1351-1363. [PMID: 37725259 PMCID: PMC10582148 DOI: 10.1007/s40265-023-01942-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/06/2023] [Indexed: 09/21/2023]
Abstract
After more than 2 decades of recommending an escalating strategy for the treatment of most patients with multiple sclerosis, there has recently been considerable interest in the use of high-efficacy therapies in the early stage of the disease. Early intervention with induction/high-efficacy disease-modifying therapy may have the best risk-benefit profile for patients with relapsing-remitting multiple sclerosis who are young and have active disease, numerous focal T2 lesions on spinal and brain magnetic resonance imaging, and no irreversible disability. Although we have no curative treatment, at least seven classes of high-efficacy drugs are available, with two main strategies. The first strategy involves the use of high-efficacy drugs (e.g., natalizumab, sphingosine 1-phosphate receptor modulators, or anti-CD20 drugs) to achieve sustained immunosuppression. These can be used as a first-line therapy in many countries. The second strategy entails the use of one of the induction drugs (short-term use of mitoxantrone, alemtuzumab, cladribine, or autologous hematopoietic stem cell transplant) that are mainly recommended as a second-line or third-line treatment in patients with very active or aggressive multiple sclerosis disease. Early sustained immunosuppression exposes patients to heightened risks of infection and cancer proportionate to cumulative exposure, and induction drugs expose patients to similar risks during the initial post-treatment period, although these risks decrease over time. Their initial potential safety risks should now be revisited, taking account of long-term data and some major changes in their regimens: natalizumab with the long-term monitoring of John Cunningham virus; use of monthly courses of mitoxantrone with maximum cumulative doses of 36-72 mg/m2, followed by a safer disease-modifying drug; cladribine with only 2-weekly treatment courses required in years 1 and 2 and no systematic treatment for the following 2 years; alemtuzumab, whose safety and clinical impacts have now been documented for more than 6 years after the last infusion; and autologous haematopoietic stem cell transplant, which dramatically reduces transplantation-related mortality with a new regimen and guidelines. Escalation and induction/high-efficacy treatments need rigorous magnetic resonance imaging monitoring. Monitoring over the first few years, using the MAGNIMS score or American Academy of Neurology guidelines, considerably improves prediction accuracy and facilitates the selection of patients with relapsing-remitting multiple sclerosis requiring aggressive treatment.
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Affiliation(s)
- Gilles Edan
- Empenn IRISA Research Group, INSERM Clinical Investigation Center, Pontchaillou University Hospital, Rennes, France.
| | - Emmanuelle Le Page
- Neurology Department, INSERM Clinical Investigation Center, Pontchaillou University Hospital, Rennes, France
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Razia R, Majeed F, Amin R, Mukhtar S, Mahmood K, Abualait T, Bashir S, Baig DN. Predictive value of α-synuclein expression in peripheral blood of multiple sclerosis patients: A two-dimensional assessment of a selected biomarker. PLoS One 2023; 18:e0285022. [PMID: 37535585 PMCID: PMC10399831 DOI: 10.1371/journal.pone.0285022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 04/13/2023] [Indexed: 08/05/2023] Open
Abstract
INTRODUCTION Our study aimed to evaluate whether assessing α-synuclein expression levels in blood samples could provide a reliable and straightforward alternative to existing diagnostic and prognostic methods for neurodegenerative disorders, including multiple sclerosis (MS). We specifically investigated if α-synuclein and IL-6 expression levels from serum and peripheral blood mononuclear cells (PBMCs) could accurately predict MS severity in patients using a two-dimensional approach. METHODS We designed a case-control study to analyze the expression of α-synuclein and IL-6 in the peripheral blood of an MS patient group (n = 51) and a control group (n = 51). We statistically evaluated the PBMCs and serum profiles of α-synuclein and IL-6 in MS patients, along with their age of onset, disease duration, tobacco exposure, and Expanded Disability Status Scale (EDSS) score, using SPSS V22.0 software and GraphPad Prism V9.0. RESULTS Our findings indicate that α-synuclein production was significantly downregulated in MS patients. Principal component analysis also revealed distinct profiles between MS patients and controls. PBMCs and serum profiles of α-synuclein correlated with the EDSS score, suggesting that disease severity can be predicted using α-synuclein profiles. Moreover, α-synuclein showed a significant correlation with IL-6 and age of onset. Lastly, receiver operating characteristic curves of PBMCs and serum activity of α-synuclein profiles displayed discrimination with area under the curve values of 0.856 and 0.705, respectively. CONCLUSION Our results imply that measuring α-synuclein levels in both serum and PBMCs could be a valuable method for diagnosing and predicting MS severity, potentially serving as a non-invasive biomarker for the disease.
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Affiliation(s)
- Rabat Razia
- School of Life Sciences, Forman Christian College (A Chartered University) Lahore, Lahore, Pakistan
| | | | - Rehab Amin
- Rashid Latif Medical College, Lahore, Pakistan
| | - Shahid Mukhtar
- Punjab Institute of Neurosciences, Lahore, Punjab, Pakistan
| | - Khalid Mahmood
- Punjab Institute of Neurosciences, Lahore, Punjab, Pakistan
| | - Turki Abualait
- College of Applied Medical Sciences, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Shahid Bashir
- Neuroscience Center, King Fahad Specialist Hospital, Dammam, Saudi Arabia
| | - Deeba Noreen Baig
- School of Life Sciences, Forman Christian College (A Chartered University) Lahore, Lahore, Pakistan
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