Evidence map›Paper›PMID 41859678›Full record

ArticleEClinicalMedicine2026

Stride-level measurement of gait as an early sensitive marker of disability progression in ambulatory patients with multiple sclerosis.

Margaux Poleur, Barbara Willekens, Bertrand Degos, Damien Ricard, Vincent van Pesch, Annick Mélin, Oihana Piquet, Alexis Tricot, Laurie Médard, Mona Michaud and 12 more

2 registry-linked trialsAbstract read
In one paragraph

Article in EClinicalMedicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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.

NCT04882891 naactive not recruitingnot on this map

Holter of Movement in Patients with Multiple Sclerosis. Acti-SEP Study: Uncontrolled Environment.

TypeinterventionalSponsorCentre Hospitalier Universitaire de LiegeRan2021 to 2026Enrolled80ConditionsMultiple SclerosisArmsActimyo
NCT04888689 nacompletednot on this map

Holter of Movement in Patients with Multiple Sclerosis. Acti-SEP Study: Controlled Environment.

TypeinterventionalSponsorLaurent ServaisRan2021 to 2021Enrolled21ConditionsMultiple SclerosisArmsActimyo°, IMU
3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Walking as a Window to the Brain: Redefining Gait in Neurology.Medical sciences (Basel, Switzerland) · 2026
    Review
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

22 authors.

Margaux PoleurUniversity Department of Neurology, Citadelle Hospital of Liège, Liège, Belgium.
Barbara WillekensDepartment of Neurology, Antwerp University Hospital, Antwerp, Belgium.
Bertrand DegosNeurology Department, Avicenne Hospital, APHP, Hôpitaux Universitaires de Paris-Seine Saint Denis (HUPSSD), Bobigny, France.
Damien RicardService de Neurologie, Service de Santé des Armées, Hôpital d'Instruction des Armées de Percy, Clamart, France.
Vincent van PeschCliniques Universitaires Saint-Luc, UCLouvain, Louvain, Belgium.
Annick MélinDepartement of Neurology, CHC Mont-Legia, Liège, Belgium.
Oihana PiquetSysnav, Vernon, France.
Alexis TricotSysnav, Vernon, France.
Laurie MédardUniversity Department of Neurology, Citadelle Hospital of Liège, Liège, Belgium.
Mona MichaudSysnav, Vernon, France.
Emilie LommersDepartment of Neurology, Centre Hospitalier Universitaire de Liège, Liège, Belgium.
Anna-Victoria De KeersmaeckerDepartment of Neurology, Antwerp University Hospital, Antwerp, Belgium.
Irene ComanNeurology Department, Avicenne Hospital, APHP, Hôpitaux Universitaires de Paris-Seine Saint Denis (HUPSSD), Bobigny, France.
James OverellF. Hoffmann-La Roche Ltd., Basel, Switzerland.
Alexandra GoodyearGenentech, South San Francisco, CA, USA.
Paul DelmarF. Hoffmann-La Roche Ltd., Basel, Switzerland.
Qing WangF. Hoffmann-La Roche Ltd., Basel, Switzerland.
Helen Hayward-KoenneckeF. Hoffmann-La Roche Ltd., Basel, Switzerland.
Céline CluzeauSysnav, Vernon, France.
Damien EggenspielerSysnav, Vernon, France.
Paul StrijbosF. Hoffmann-La Roche Ltd., Basel, Switzerland.
Laurent ServaisMDUK Oxford Neuromuscular Centre, & NIHR, University of Oxford, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Wearable digital health technologies offer a unique opportunity to assess gait at the stride level in real-world settings. Walking impairment is a major cause of disability in multiple sclerosis (MS), yet current clinical metrics lack sensitivity to early and progressive changes in mobility. Methods: We conducted two studies (NCT04888689/NCT04882891) using a wearable device to develop and validate digital mobility outcome measures based on individual strides in patients with MS. First, we assessed technical performance in a controlled, single-center environment between September 12 and September 18, 2021. We then conducted a 12-month longitudinal study under daily living conditions across six sites between March 2021 and January 2024. The evaluated metrics included stride velocity 95th centile, walking distance 90th centile, and strides per hour. Findings: The controlled and longitudinal studies included 21 and 78 participants, respectively. The device demonstrated high stride detection accuracy (precision: 0·99) and a mean absolute error in stride velocity of 0·019 m/s. In the longitudinal study, stride velocity 95th percentile showed excellent reliability (ICC (2,1) = 0·97, SEM = 0·06) and strong agreement with Expanded Disability Status Scale (Spearman's rho = 0·65, p < 0·001) and Timed 25-Foot Walk (Spearman's rho = -0·71, p < 0·001), sensitivity to 12-month progression in both relapsing-remitting and progressive MS (p = 0·049 and p = 0·006, respectively), outperforming the Expanded Disability Status Scale. Walking distance 90th percentile and strides per hour were reliable and valid but less sensitive to progression. Interpretation: Stride velocity 95th percentile derived from real-world, stride-level data, provides a valid, reliable, and sensitive digital outcome for detecting MS progression. It may serve as an early indicator of progression and support the accelerated evaluation of treatments targeting progression. Funding: This study was funded by F. Hoffmann-La Roche Ltd.

Indexed as

Multiple SclerosisStride-level dataStride Velocity 95th centileWearable digital health technology

Identifiers

PMID41859678
PMCPMC12996687

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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.