Evidence map›Paper›PMID 35104840›Full record

ArticleBrain : a journal of neurology2022

How patients with multiple sclerosis acquire disability.

Fred D Lublin, Dieter A Häring, Habib Ganjgahi, Alex Ocampo, Farhad Hatami, Jelena Čuklina, Piet Aarden, Frank Dahlke, Douglas L Arnold, Heinz Wiendl and 4 more

Open access · hybridAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
262citing papers in PubMed, 7 pooled it
65.9field-weighted citation impact, top 1% of its field
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

262 citing papers in PubMed, 7 syntheses or guidelines pooled it, 490 citations in OpenAlex.

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  6. Rituximab in secondary progressive multiple sclerosis: a meta-analysis.Annals of clinical and translational neurology · 2024
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202 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors at 7 institutions in 5 countries.

Fred D LublinThe Corinne Goldsmith Dickinson Center for Multiple Sclerosis, Icahn School of Medicine at Mount Sinai, New York, NY, USA.ORCID 0000-0001-5722-0475
Dieter A HäringNovartis Pharma AG, Basel, Switzerland.ORCID 0000-0001-5690-8710
Habib GanjgahiBig Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Population Health, University of Oxford, Oxford, UK.ORCID 0000-0002-7332-9478
Alex OcampoNovartis Pharma AG, Basel, Switzerland.ORCID 0000-0003-1967-039X
Farhad HatamiBig Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Population Health, University of Oxford, Oxford, UK.ORCID 0000-0002-0275-9243
Jelena ČuklinaNovartis Pharma AG, Basel, Switzerland.ORCID 0000-0002-3837-9349
Piet AardenNovartis Pharma AG, Basel, Switzerland.ORCID 0000-0001-7826-7985
Frank DahlkeNovartis Pharma AG, Basel, Switzerland.ORCID 0000-0003-3333-6291
Douglas L ArnoldMcConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montréal, QC, Canada.ORCID 0000-0003-4266-0106
Heinz WiendlDepartment of Neurology with Institute of Translational Neurology, University Hospital Münster, Münster, Germany.ORCID 0000-0003-4310-3432
Tanuja ChitnisDepartment of Neurology, Brigham and Women's Hospital, Boston, MA, USA.ORCID 0000-0002-9897-4422
Thomas E NicholsBig Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Population Health, University of Oxford, Oxford, UK.ORCID 0000-0002-4516-5103
Bernd C KieseierNovartis Pharma AG, Basel, Switzerland.
Robert A BermelDepartment of Neurology, Mellen Center for Multiple Sclerosis, Cleveland Clinic, Cleveland, OH, USA.ORCID 0000-0003-2334-6883
Novartis (Switzerland) · CHThe George Institute for Global Health · GBBrigham and Women's Hospital · USCleveland Clinic · USIcahn School of Medicine at Mount Sinai · USMontreal Neurological Institute and Hospital · CAUniversity Hospital Münster · DE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Multiple SclerosisMultiple Sclerosis, Relapsing-RemittingPersons with DisabilitiesDisease ProgressionHumansRecurrencedisabilitydisease progressionmultiple sclerosisprogression independent of relapse activityrelapse

Identifiers

PMID35104840
PMCPMC9536294
OpenAlexW4210695280

What OpenQuestion holds

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LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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.