ArticleBrain : a journal of neurology2022
How patients with multiple sclerosis acquire disability.
Article in Brain : a journal of neurology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 262 papers, 7 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
262 citing papers in PubMed, 7 syntheses or guidelines pooled it, 490 citations in OpenAlex.
- Natalizumab and Tyruko (natalizumab biosimilar) for treating highly active relapsing-remitting multiple sclerosis after at least one disease-modifying therapy: a systematic review and economic model.Health technology assessment (Winchester, England) · 2026Pooled it
- Air Pollution and the Risk and Progression of Multiple Sclerosis: A Systematic Review and Meta-Analysis.Annals of clinical and translational neurology · 2026Pooled it
- Cognitive Impairment in Multiple Sclerosis: The Role of Clinical and Sociodemographic Factors - A Systematic Review and Meta-Analysis.Annals of clinical and translational neurology · 2026Pooled it
- Choroid plexus volume in multiple sclerosis: a systematic review and meta-analysis of an emerging imaging biomarker.European journal of medical research · 2025Pooled it
- Pooled it
- Rituximab in secondary progressive multiple sclerosis: a meta-analysis.Annals of clinical and translational neurology · 2024Pooled it
- Prevalence and epidemiology of stroke in patients with multiple sclerosis: a systematic review and meta-analysis.Journal of neurology · 2024Pooled it
- Disease outcomes with ublituximab in treatment-naïve participants: subpopulation analyses of the phase 3 ULTIMATE I and II studies in participants with relapsing multiple sclerosis.Frontiers in immunology · 2026Trial
- Ocrelizumab in Early-Stage Relapsing-Remitting Multiple Sclerosis: The Phase IIIb ENSEMBLE 4-Year, Single-Arm, Open-Label Trial.Neurology · 2024Trial
- Serum neurofilament light chain and glial fibrillary acidic protein for predicting response to apheresis in steroid-refractory multiple sclerosis relapses.European journal of neurology · 2024Trial
- Safety and Dose-Response of Vidofludimus Calcium in Relapsing Multiple Sclerosis: Extended Results of a Placebo-Controlled Phase 2 Trial.Neurology(R) neuroimmunology & neuroinflammation · 2024Trial
- Multiple Sclerosis and Viruses: « Liaisons Dangereuses ».Reviews in medical virology · 2026Review
- Sustained Benefits of a Multidomain Lifestyle Intervention in Multiple Sclerosis in the LIMS Study: A 24-Month Follow-Up.Neurology · 2026Observational
- Diffusion Basis Spectrum Imaging of Tissue Microstructure and Early Treatment in Multiple Sclerosis.Annals of clinical and translational neurology · 2026Article
- Incidence of Progression Independent of Relapse Activity (PIRA) under platform disease-modifying treatment in multiple sclerosis.Journal of neurology · 2026Article
- Ten Years of Ocrelizumab in Relapsing Multiple Sclerosis: The OPERA I and II Randomized Clinical Trials.JAMA neurology · 2026Article
- Anti-CD20 Drugs and Natalizumab Confer Equal Protection Against Progression Independent of Relapse Activity (PIRA) in People With Multiple Sclerosis.European journal of neurology · 2026Article
- Progressive motor impairment from intracerebral critical demyelinating lesions.Journal of neurology · 2026Article
- Longitudinal Visual Evoked Potential Changes Show Distinct Associations with Relapse Activity and Disability in Relapsing-Remitting Multiple Sclerosis: A Multicenter Retrospective Cohort Study.Medicina (Kaunas, Lithuania) · 2026Article
- Spider-MS: an individualized polyhedral prediction of multiple sclerosis prognosis.Brain : a journal of neurology · 2026Article
202 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
14 authors at 7 institutions in 5 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Patients with multiple sclerosis acquire disability either through relapse-associated worsening (RAW) or progression independent of relapse activity (PIRA). This study addresses the relative contribution of relapses to disability worsening over the course of the disease, how early progression begins and the extent to which multiple sclerosis therapies delay disability accumulation. Using the Novartis-Oxford multiple sclerosis (NO.MS) data pool spanning all multiple sclerosis phenotypes and paediatric multiple sclerosis, we evaluated ∼200 000 Expanded Disability Status Scale (EDSS) transitions from >27 000 patients with ≤15 years follow-up. We analysed three datasets: (i) A full analysis dataset containing all observational and randomized controlled clinical trials in which disability and relapses were assessed (n = 27 328); (ii) all phase 3 clinical trials (n = 8346); and (iii) all placebo-controlled phase 3 clinical trials (n = 4970). We determined the relative importance of RAW and PIRA, investigated the role of relapses on all-cause disability worsening using Andersen-Gill models and observed the impact of the mechanism of worsening and disease-modifying therapies on the time to reach milestone disability levels using time continuous Markov models. PIRA started early in the disease process, occurred in all phenotypes and became the principal driver of disability accumulation in the progressive phase of the disease. Relapses significantly increased the hazard of all-cause disability worsening events; following a year in which relapses occurred (versus a year without relapses), the hazard increased by 31-48% (all P < 0.001). Pre-existing disability and older age were the principal risk factors for incomplete relapse recovery. For placebo-treated patients with minimal disability (EDSS 1), it took 8.95 years until increased limitation in walking ability (EDSS 4) and 18.48 years to require walking assistance (EDSS 6). Treating patients with disease-modifying therapies delayed these times significantly by 3.51 years (95% confidence limit: 3.19, 3.96) and 3.09 years (2.60, 3.72), respectively. In patients with relapsing-remitting multiple sclerosis, those who worsened exclusively due to RAW events took a similar length of time to reach milestone EDSS values compared with those with PIRA events; the fastest transitions were observed in patients with PIRA and superimposed relapses. Our data confirm that relapses contribute to the accumulation of disability, primarily early in multiple sclerosis. PIRA begins in relapsing-remitting multiple sclerosis and becomes the dominant driver of disability accumulation as the disease evolves. Pre-existing disability and older age are the principal risk factors for further disability accumulation. The use of disease-modifying therapies delays disability accrual by years, with the potential to gain time being highest in the earliest stages of multiple sclerosis.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.