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Cardinal features of involuntary force variability can arise from the closed-loop control of viscoelastic afferented muscles
Involuntary force variability below 15 Hz arises from, and is influenced by, many factors including descending neural drive, proprioceptive feedback, and mechanical properties of muscles and tendons. However, their potential interactions that give rise to the well-structured spectrum of involuntary...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5774830/ https://www.ncbi.nlm.nih.gov/pubmed/29309405 http://dx.doi.org/10.1371/journal.pcbi.1005884 |
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author | Nagamori, Akira Laine, Christopher M. Valero-Cuevas, Francisco J. |
author_facet | Nagamori, Akira Laine, Christopher M. Valero-Cuevas, Francisco J. |
author_sort | Nagamori, Akira |
collection | PubMed |
description | Involuntary force variability below 15 Hz arises from, and is influenced by, many factors including descending neural drive, proprioceptive feedback, and mechanical properties of muscles and tendons. However, their potential interactions that give rise to the well-structured spectrum of involuntary force variability are not well understood due to a lack of experimental techniques. Here, we investigated the generation, modulation, and interactions among different sources of force variability using a physiologically-grounded closed-loop simulation of an afferented muscle model. The closed-loop simulation included a musculotendon model, muscle spindle, Golgi tendon organ (GTO), and a tracking controller which enabled target-guided force tracking. We demonstrate that closed-loop control of an afferented musculotendon suffices to replicate and explain surprisingly many cardinal features of involuntary force variability. Specifically, we present 1) a potential origin of low-frequency force variability associated with co-modulation of motor unit firing rates (i.e.,‘common drive’), 2) an in-depth characterization of how proprioceptive feedback pathways suffice to generate 5-12 Hz physiological tremor, and 3) evidence that modulation of those feedback pathways (i.e., presynaptic inhibition of Ia and Ib afferents, and spindle sensitivity via fusimotor drive) influence the full spectrum of force variability. These results highlight the previously underestimated importance of closed-loop neuromechanical interactions in explaining involuntary force variability during voluntary ‘isometric’ force control. Furthermore, these results provide the basis for a unifying theory that relates spinal circuitry to various manifestations of altered involuntary force variability in fatigue, aging and neurological disease. |
format | Online Article Text |
id | pubmed-5774830 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-57748302018-02-05 Cardinal features of involuntary force variability can arise from the closed-loop control of viscoelastic afferented muscles Nagamori, Akira Laine, Christopher M. Valero-Cuevas, Francisco J. PLoS Comput Biol Research Article Involuntary force variability below 15 Hz arises from, and is influenced by, many factors including descending neural drive, proprioceptive feedback, and mechanical properties of muscles and tendons. However, their potential interactions that give rise to the well-structured spectrum of involuntary force variability are not well understood due to a lack of experimental techniques. Here, we investigated the generation, modulation, and interactions among different sources of force variability using a physiologically-grounded closed-loop simulation of an afferented muscle model. The closed-loop simulation included a musculotendon model, muscle spindle, Golgi tendon organ (GTO), and a tracking controller which enabled target-guided force tracking. We demonstrate that closed-loop control of an afferented musculotendon suffices to replicate and explain surprisingly many cardinal features of involuntary force variability. Specifically, we present 1) a potential origin of low-frequency force variability associated with co-modulation of motor unit firing rates (i.e.,‘common drive’), 2) an in-depth characterization of how proprioceptive feedback pathways suffice to generate 5-12 Hz physiological tremor, and 3) evidence that modulation of those feedback pathways (i.e., presynaptic inhibition of Ia and Ib afferents, and spindle sensitivity via fusimotor drive) influence the full spectrum of force variability. These results highlight the previously underestimated importance of closed-loop neuromechanical interactions in explaining involuntary force variability during voluntary ‘isometric’ force control. Furthermore, these results provide the basis for a unifying theory that relates spinal circuitry to various manifestations of altered involuntary force variability in fatigue, aging and neurological disease. Public Library of Science 2018-01-08 /pmc/articles/PMC5774830/ /pubmed/29309405 http://dx.doi.org/10.1371/journal.pcbi.1005884 Text en © 2018 Nagamori et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Nagamori, Akira Laine, Christopher M. Valero-Cuevas, Francisco J. Cardinal features of involuntary force variability can arise from the closed-loop control of viscoelastic afferented muscles |
title | Cardinal features of involuntary force variability can arise from the closed-loop control of viscoelastic afferented muscles |
title_full | Cardinal features of involuntary force variability can arise from the closed-loop control of viscoelastic afferented muscles |
title_fullStr | Cardinal features of involuntary force variability can arise from the closed-loop control of viscoelastic afferented muscles |
title_full_unstemmed | Cardinal features of involuntary force variability can arise from the closed-loop control of viscoelastic afferented muscles |
title_short | Cardinal features of involuntary force variability can arise from the closed-loop control of viscoelastic afferented muscles |
title_sort | cardinal features of involuntary force variability can arise from the closed-loop control of viscoelastic afferented muscles |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5774830/ https://www.ncbi.nlm.nih.gov/pubmed/29309405 http://dx.doi.org/10.1371/journal.pcbi.1005884 |
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