Evidence map›Paper›PMID 42806770›Full record

ArticleEuropean journal of neurology2026

Dissociating Fatigue and Fatigability in Multiple Sclerosis: The Role of Cognitive Processing Speed.

Jeromy Hrabovecky, Sophie Elands, Guillermo Borragán, Antonin Rovai, Nicolas Gaspard, Philippe Peigneux, Xavier De Tiège, Hichem Slama, Mélanie Strauss

Abstract read
In one paragraph

Article in European journal of neurology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Jeromy HraboveckyLaboratoire de Neuroanatomie et Neuroimagerie Translationnelles (LN2T), UNI-ULB Neuroscience Institute, Université Libre de Bruxelles (ULB), Brussels, Belgium.
Sophie ElandsLaboratoire de Neuroanatomie et Neuroimagerie Translationnelles (LN2T), UNI-ULB Neuroscience Institute, Université Libre de Bruxelles (ULB), Brussels, Belgium.ORCID https://orcid.org/0000-0002-2082-4424
Guillermo BorragánNeuropsychology and Functional Neuroimaging Research Unit (UR2NF), Centre for Research in Cognition and Neurosciences (CRCN) and ULB Neuroscience Institute (UNI), Université Libre de Bruxelles (ULB), Brussels, Belgium.
Antonin RovaiLaboratoire de Neuroanatomie et Neuroimagerie Translationnelles (LN2T), UNI-ULB Neuroscience Institute, Université Libre de Bruxelles (ULB), Brussels, Belgium.ORCID https://orcid.org/0000-0001-6781-5341
Nicolas GaspardDepartment of Neurology, Hôpital Universitaire de Bruxelles (HUB), CUB Hôpital Erasme, Université Libre de Bruxelles (ULB), Brussels, Belgium.
Philippe PeigneuxNeuropsychology and Functional Neuroimaging Research Unit (UR2NF), Centre for Research in Cognition and Neurosciences (CRCN) and ULB Neuroscience Institute (UNI), Université Libre de Bruxelles (ULB), Brussels, Belgium.ORCID https://orcid.org/0000-0003-4745-1434
Xavier De TiègeLaboratoire de Neuroanatomie et Neuroimagerie Translationnelles (LN2T), UNI-ULB Neuroscience Institute, Université Libre de Bruxelles (ULB), Brussels, Belgium.
Hichem SlamaNeuropsychology and Functional Neuroimaging Research Unit (UR2NF), Centre for Research in Cognition and Neurosciences (CRCN) and ULB Neuroscience Institute (UNI), Université Libre de Bruxelles (ULB), Brussels, Belgium.
Mélanie StraussDepartment of Neurology, Hôpital Universitaire de Bruxelles (HUB), CUB Hôpital Erasme, Université Libre de Bruxelles (ULB), Brussels, Belgium.ORCID https://orcid.org/0000-0002-7283-7374

Funding

Association Vinçotte NuclearFNRSFondation Jaumotte-DemoulinFonds ErasmeFonds Erasme pour la recherche médicaleGE HealthCareInnovirisRecherche Scientifique (FRSFNRS)
6 · The paper itself

Abstract

backgroundFatigue in people with multiple sclerosis (PwMS) is common and disabling, yet poorly understood. This study aimed to clarify the distinction between long-term fatigue and task-induced fatigability and their respective pathophysiological processes, and to examine the contribution of decreased cognitive processing speed (CPS) to the relationship between structural brain damage, fatigue, and fatigability.

methodsFatigue was induced in 34 PwMS (18-49 years) and 32 age-/sex-matched healthy controls (HCs, 24-44 years) using an individually calibrated task based on each participant's CPS. Perceived task-induced fatigue was assessed from pre- to post-task change in self-reported fatigue, and objective fatigability from within-task changes in performance, vigilance, and pupil diameter. Brain volumes and lesions were quantified on structural 3 T MRI.

resultsPwMS showed higher long-term fatigue and slower CPS (p < 0.001). Once cognitive load was calibrated to individual CPS, objective markers of fatigability (performance, vigilance, pupil changes) no longer differed from HCs (all p > 0.05), whereas perceived task-induced fatigue remained elevated. Both CPS and long-term fatigue-but not fatigability-were associated with putamen atrophy and lesion burden. Reduced CPS mediated the associations between putamen atrophy and long-term fatigue (indirect effect, 95% CI [-54.48, -0.97]).

conclusionsIn PwMS, the association between structural brain damage and long-term fatigue is mediated by reduced CPS, whereas objective fatigability normalizes once cognitive load is calibrated to individual CPS. These findings support adapting cognitive load to each patient's processing capacity rather than reducing task demands uniformly to help mitigate the daily-life impact of fatigue.

Indexed as

FatigueMultiple SclerosisProcessing SpeedAdolescentAdultBrainFemaleHumansMagnetic Resonance ImagingMaleMiddle AgedYoung Adultcognitive fatiguecognitive processing speedfatigabilitymultiple sclerosisputamen

Identifiers

PMID42806770
PMCPMC13620844

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Registered trials

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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.