Evidence map›Paper›PMID 36216998›Full record

ArticleNature neuroscience2022

Flexible neural control of motor units.

Najja J Marshall, Joshua I Glaser, Eric M Trautmann, Elom A Amematsro, Sean M Perkins, Michael N Shadlen, L F Abbott, John P Cunningham, Mark M Churchland

Abstract read
In one paragraph

Article in Nature neuroscience, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 55 papers.

0numbers the graph read from it
0cells of the map it votes in
55citing 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

55 citing papers in PubMed.

  1. Article
  2. Article
  3. Voluntary Dissociation of Motor Unit Activity in the Vastii Muscles.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026
    Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. High performance sorting of motor unit action potentials with EMUsort.bioRxiv : the preprint server for biology · 2026
    Article
  9. Article
  10. Neural trajectories improve motor precision.bioRxiv : the preprint server for biology · 2025
    Article
  11. Article
  12. Motor cortex flexibly deploys a high-dimensional repertoire of subskills.bioRxiv : the preprint server for biology · 2025
    Article
  13. Article
  14. A neural manifold view of the brain.Nature neuroscience · 2025
    Review
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. 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

9 authors.

Najja J MarshallDepartment of Neuroscience, Columbia University Medical Center, New York, NY, USA.
Joshua I GlaserZuckerman Institute, Columbia University, New York, NY, USA.
Eric M TrautmannDepartment of Neuroscience, Columbia University Medical Center, New York, NY, USA.
Elom A AmematsroDepartment of Neuroscience, Columbia University Medical Center, New York, NY, USA.ORCID http://orcid.org/0000-0003-4843-4513
Sean M PerkinsZuckerman Institute, Columbia University, New York, NY, USA.ORCID http://orcid.org/0000-0001-9456-4648
Michael N ShadlenDepartment of Neuroscience, Columbia University Medical Center, New York, NY, USA.ORCID http://orcid.org/0000-0002-2002-2210
L F AbbottDepartment of Neuroscience, Columbia University Medical Center, New York, NY, USA.
John P CunninghamZuckerman Institute, Columbia University, New York, NY, USA.ORCID http://orcid.org/0000-0001-9125-3027
Mark M ChurchlandDepartment of Neuroscience, Columbia University Medical Center, New York, NY, USA. mc3502@columbia.edu.ORCID http://orcid.org/0000-0001-9123-6526

Funding

Modeling multi-area dynamics during motor controlU19NS104649 · NINDS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI COSTA, RUI M. · 2017 to 2021
$15.3M
A dynamical systems approach to fundamental questions in neuroscienceDP2NS083037 · NINDS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI CHURCHLAND, MARK M · 2012 to 2014
$2.6M
Neurobiology and Behavior training grantT32MH126036 · NIMH · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Wesley B Grueber · 2020 to 2026
$2.5M
CRCNS: Understanding flexible neural computations in the motor cortexR01NS100066 · NINDS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI CUNNINGHAM, JOHN PATRICK · 2016 to 2018
$937k
Interpretable Machine Learning for Understanding the Neural Control of MovementK99NS119787 · NINDS · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI GLASER, JOSHUA I · 2021 to 2022
$251k
Optimal force production via flexible neural control of motor unitsF31NS110201 · NINDS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI MARSHALL, NAJJA · 2018 to 2019
$90k
Howard Hughes Medical InstituteNIMH NIH HHS T32 MH126036NINDS NIH HHS DP2 NS083037NINDS NIH HHS F31 NS110201NINDS NIH HHS K99 NS119787NINDS NIH HHS R01 NS100066NINDS NIH HHS U19 NS104649
6 · The paper itself

Abstract

Voluntary movement requires communication from cortex to the spinal cord, where a dedicated pool of motor units (MUs) activates each muscle. The canonical description of MU function rests upon two foundational tenets. First, cortex cannot control MUs independently but supplies each pool with a common drive. Second, MUs are recruited in a rigid fashion that largely accords with Henneman's size principle. Although this paradigm has considerable empirical support, a direct test requires simultaneous observations of many MUs across diverse force profiles. In this study, we developed an isometric task that allowed stable MU recordings, in a rhesus macaque, even during rapidly changing forces. Patterns of MU activity were surprisingly behavior-dependent and could be accurately described only by assuming multiple drives. Consistent with flexible descending control, microstimulation of neighboring cortical sites recruited different MUs. Furthermore, the cortical population response displayed sufficient degrees of freedom to potentially exert fine-grained control. Thus, MU activity is flexibly controlled to meet task demands, and cortex may contribute to this ability.

Indexed as

Motor NeuronsSpinal CordAnimalsElectromyographyMacaca mulattaMuscle ContractionMuscle, Skeletal

Identifiers

PMID36216998
PMCPMC9633430

What OpenQuestion holds

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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.