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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
doi: https://doi.org/10.1101/2021.05.05.442653
Najja J. Marshall
1Department of Neuroscience, Columbia University Medical Center, New York, NY
2Zuckerman Institute, Columbia University, New York, NY
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Joshua I. Glaser
2Zuckerman Institute, Columbia University, New York, NY
3Department of Statistics, Columbia University, New York, NY
4Grossman Center for the Statistics of Mind, Columbia University, New York, NY
9Center for Theoretical Neuroscience, Columbia University Medical Center, New York, NY
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Eric M. Trautmann
1Department of Neuroscience, Columbia University Medical Center, New York, NY
2Zuckerman Institute, Columbia University, New York, NY
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Elom A. Amematsro
1Department of Neuroscience, Columbia University Medical Center, New York, NY
2Zuckerman Institute, Columbia University, New York, NY
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Sean M. Perkins
2Zuckerman Institute, Columbia University, New York, NY
5Department of Biomedical Engineering, Columbia University, New York, NY
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Michael N. Shadlen
1Department of Neuroscience, Columbia University Medical Center, New York, NY
2Zuckerman Institute, Columbia University, New York, NY
6Kavli Institute for Brain Science, Columbia University Medical Center, New York, NY
7Howard Hughes Medical Institute, Columbia University, New York, NY
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L.F. Abbott
1Department of Neuroscience, Columbia University Medical Center, New York, NY
2Zuckerman Institute, Columbia University, New York, NY
6Kavli Institute for Brain Science, Columbia University Medical Center, New York, NY
8Department of Physiology and Cellular Biophysics, Columbia University Medical Center, New York, NY
9Center for Theoretical Neuroscience, Columbia University Medical Center, New York, NY
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John P. Cunningham
2Zuckerman Institute, Columbia University, New York, NY
3Department of Statistics, Columbia University, New York, NY
4Grossman Center for the Statistics of Mind, Columbia University, New York, NY
9Center for Theoretical Neuroscience, Columbia University Medical Center, New York, NY
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Mark M. Churchland
1Department of Neuroscience, Columbia University Medical Center, New York, NY
2Zuckerman Institute, Columbia University, New York, NY
4Grossman Center for the Statistics of Mind, Columbia University, New York, NY
6Kavli Institute for Brain Science, Columbia University Medical Center, New York, NY
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  • For correspondence: mc3502@columbia.edu
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Summary

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. While this paradigm has considerable empirical support, a direct test requires simultaneous observations of many MUs across diverse force profiles. We developed an isometric task that allowed stable MU recordings even during rapidly changing forces. MU activity patterns were surprisingly behavior-dependent. MU activity could not be accurately described as reflecting common drive, but could be captured by assuming multiple drives. Neuropixels probe recordings revealed that, consistent with the requirements of flexible control, the motor cortex population response displays a great many degrees of freedom. Neighboring cortical sites recruited different MUs. Thus, MU activity is flexibly controlled to meet task demands, and cortex may contribute to this ability.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • Revised manuscript with additional simulations and analyses

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted March 26, 2022.
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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
bioRxiv 2021.05.05.442653; doi: https://doi.org/10.1101/2021.05.05.442653
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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
bioRxiv 2021.05.05.442653; doi: https://doi.org/10.1101/2021.05.05.442653

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