Evidence map›Paper›PMID 40777441›Full record

ArticlebioRxiv : the preprint server for biology2025

Increased Exertion Variability is Linked to Disruptions in Effort Assessment in Multiple Sclerosis.

Michael H Dryzer, Bardia Nourbakhsh, Jennifer Keller, Vikram S Chib

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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.

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

5 · Who and what money

Authors and funding

4 authors.

Michael H DryzerDepartment of Biomedical Engineering, Johns Hopkins School of Medicine, 720 Rutland Avenue, Baltimore, MD, 21205, USA.
Bardia NourbakhshDepartment of Neurology, Johns Hopkins School of Medicine, 600 North Wolfe Street, Baltimore, MD, 21287, USA.
Jennifer KellerKennedy Krieger Institute, 716 North Broadway, Baltimore, MD, 21205, USA.
Vikram S ChibDepartment of Biomedical Engineering, Johns Hopkins School of Medicine, 720 Rutland Avenue, Baltimore, MD, 21205, USA.

Funding

Behavioral and Neural Representations of Subjective Effort CostR01MH119086 · NIMH · HUGO W. MOSER RES INST KENNEDY KRIEGER · PI Vikram S Chib · 2019 to 2026
$3.7M
Subjective Valuation of Physical Effort in Health and DiseaseR01HD097619 · NICHD · HUGO W. MOSER RES INST KENNEDY KRIEGER · PI CHIB, VIKRAM S · 2019 to 2023
$2.0M
NICHD NIH HHS R01 HD097619NIMH NIH HHS R01 MH119086
6 · The paper itself

Abstract

Accurate assessment of exertion is crucial for determining whether to continue or rest during physical activity. Individuals with multiple sclerosis (MS) often report fatigue and motor impairments, yet the mechanisms underlying their assessments of effortful exertion remain poorly understood. Recent work with healthy individuals suggests that motor variability can distort judgments of effort; however, this relationship has not been explored in individuals with MS. In this study, we investigated how variability in physical exertion affects effort assessment in individuals with MS compared to healthy participants. We had participants exert varying levels of physical effort and retrospectively assess the effort they exerted. Individuals with MS exhibited increased exertion variability and tended to overreport their levels of exertion compared to healthy participants. Increased exertion variability was associated with less accurate effort assessment, and this effect was more pronounced in individuals with more advanced MS. These results suggest a possible mechanism through which motor variability may be associated with inflated perceptions of effort in MS, highlighting a potential account of why efforts feel particularly costly to those individuals living with MS and identifying a promising target for treatment and rehabilitation.

Indexed as

effortexertionmotor performanceMultiple sclerosis

Identifiers

PMID40777441
PMCPMC12330710

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.