Evidence map›Paper›PMID 42369498›Full record

ArticlemedRxiv : the preprint server for health sciences2026

Reverse engineering of motor unit discharge in multiple sclerosis reveals heterogeneity of voluntary motor commands.

Laura M McPherson, Keith R Lohse, Skyler M Simon, Daniel B Free, James A Beauchamp, Francesco Negro, Robert T Naismith, Anne H Cross

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2026. 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

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

8 authors.

Laura M McPhersonProgram in Physical Therapy, Washington University School of Medicine, St. Louis, MO.ORCID 0000-0001-8228-0525
Keith R LohseProgram in Physical Therapy, Washington University School of Medicine, St. Louis, MO.ORCID 0000-0002-7643-3887
Skyler M SimonProgram in Physical Therapy, Washington University School of Medicine, St. Louis, MO.
Daniel B FreeProgram in Physical Therapy, Washington University School of Medicine, St. Louis, MO.ORCID 0000-0002-0002-9255
James A BeauchampDepartment of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, PA.ORCID 0000-0003-2288-8672
Francesco NegroDepartment of Clinical and Experimental Sciences, Universita degli Studi di Brescia, Brescia, IT.ORCID 0000-0002-9094-8932
Robert T NaismithDepartment of Neurology, Washington University School of Medicine, St. Louis, MO.ORCID 0000-0003-0520-4283
Anne H CrossDepartment of Neurology, Washington University School of Medicine, St. Louis, MO.ORCID 0000-0003-0829-7569

Funding

Washington University Center for Cellular ImagingP30CA091842 · NCI · WASHINGTON UNIVERSITY · PI TIMOTHY J. EBERLEIN · 2001 to 2026
$128.0M
WU INSTITUTE OF CLINICAL AND TRANSLATIONAL SCIENCESUL1TR002345 · NCATS · WASHINGTON UNIVERSITY · PI William G. Powderly · 2017 to 2026
$97.8M
Washington University Institute of Clinical and Translational Sciences (KL2) KL2TR002346 · NCATS · WASHINGTON UNIVERSITY · PI Dominic N Reeds · 2017 to 2026
$14.0M
Supercomputer-based Models of Motoneurons for Estimating Their Synaptic Inputs in HumansR01NS125863 · NINDS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Charles Heckman · 2022 to 2026
$3.3M
NCATS NIH HHS KL2 TR002346NCATS NIH HHS UL1 TR002345NCI NIH HHS P30 CA091842NINDS NIH HHS R01 NS125863
6 · The paper itself

Abstract

Central nervous system injury causes motor deficits through derangement of excitatory, inhibitory, and/or neuromodulatory inputs to motoneurons, the three fundamental components of motor commands. Typically, study of pathologic neural control in humans is restricted to only one of the three. Chardon et al. (2024) presented a fundamentally new approach to comprehensively study all components by reverse engineering motor unit firing patterns. We apply their framework to motor unit firing patterns from 89 people with multiple sclerosis (MS) and 34 controls to study excitatory, inhibitory, and neuromodulatory contributions to pathologic motor output. Disruptions to all components are plausible in MS, a disease hallmarked by heterogeneity in nearly all aspects. Accordingly, we found abnormalities in MS for all three components. Notably, neuromodulation included both high and low extremes. Our results suggest that pathophysiology of motor commands in MS varies among patients, a finding fundamentally different from other studied populations showing relative consistency.

Indexed as

motoneuronmotor controlmotor unitMultiple sclerosisneurophysiologyneurosciencerehabilitation

Identifiers

PMID42369498
PMCPMC13308265

What OpenQuestion holds

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LicenceCC BY-NC-ND
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.