Evidence map›Paper›PMID 40964268›Full record

ArticlebioRxiv : the preprint server for biology2025

Motor cortex flexibly deploys a high-dimensional repertoire of subskills.

Elom A Amematsro, Eric M Trautmann, Najja J Marshall, L F Abbott, Michael N Shadlen, Daniel M Wolpert, Mark M Churchland

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

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

7 authors.

Elom A AmematsroDepartment of Neuroscience, Columbia University Medical Center, New York, NY, USA.
Eric M TrautmannDepartment of Neuroscience, Columbia University Medical Center, New York, NY, USA.ORCID 0000-0001-5552-2023
Najja J MarshallDepartment of Neuroscience, Columbia University Medical Center, New York, NY, USA.ORCID 0009-0008-4250-967X
L F AbbottDepartment of Neuroscience, Columbia University Medical Center, New York, NY, USA.
Michael N ShadlenDepartment of Neuroscience, Columbia University Medical Center, New York, NY, USA.ORCID 0000-0002-2002-2210
Daniel M WolpertDepartment of Neuroscience, Columbia University Medical Center, New York, NY, USA.ORCID 0000-0003-2011-2790
Mark M ChurchlandDepartment of Neuroscience, Columbia University Medical Center, New York, NY, USA.ORCID 0000-0001-9123-6526

Funding

Computations in Human Motor LearningR01NS117699 · NINDS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI WOLPERT, DANIEL · 2021 to 2025
$2.5M
Determining the Sources of Motor-Cortex Response ComplexityR01NS135240 · NINDS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI Mark M Churchland · 2024 to 2026
$1.9M
Optimal force production via flexible neural control of motor unitsF31NS110201 · NINDS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI MARSHALL, NAJJA · 2018 to 2019
$90k
NINDS NIH HHS F31 NS110201NINDS NIH HHS R01 NS117699NINDS NIH HHS R01 NS135240
6 · The paper itself

Abstract

Skilled movement often requires flexibly combining multiple subskills, each requiring dedicated control strategies and underlying computations. How the motor system achieves such versatility remains unclear. Using high-density Neuropixels recordings from primary motor cortex (M1) in macaques performing a challenging force-tracking task, we reveal that M1 activity is much higher-dimensional, and far more flexible, than traditionally assumed. Although our task employed only a single external degree of freedom, neural dynamics reflected transitions amongst many dimensions and multiple distinct computations. Different behavioral control strategies were associated with distinct neural locations and dimensions, sometimes used compositionally. Groups of population-level factors became active when a particular form of dynamics was needed, and remained silent otherwise. Neural activity was thus dominated by the engaged subskill, and could be very different even for matched motor output. These findings challenge prevailing views of M1, and reveal an unexpectedly flexible and high-dimensional neural system underlying skilled motor behavior.

Identifiers

PMID40964268
PMCPMC12439889

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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.