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A Neural Controller Model Considering the Vestibulospinal Tract in Human Postural Control
Humans are able to control their posture in their daily lives. It is important to understand how this is achieved in order to understand the mechanisms that lead to impaired postural control in various diseases. The descending tracts play an important role in controlling posture, particularly the re...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8913724/ https://www.ncbi.nlm.nih.gov/pubmed/35283745 http://dx.doi.org/10.3389/fncom.2022.785099 |
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author | Omura, Yuichiro Kaminishi, Kohei Chiba, Ryosuke Takakusaki, Kaoru Ota, Jun |
author_facet | Omura, Yuichiro Kaminishi, Kohei Chiba, Ryosuke Takakusaki, Kaoru Ota, Jun |
author_sort | Omura, Yuichiro |
collection | PubMed |
description | Humans are able to control their posture in their daily lives. It is important to understand how this is achieved in order to understand the mechanisms that lead to impaired postural control in various diseases. The descending tracts play an important role in controlling posture, particularly the reticulospinal and the vestibulospinal tracts (VST), and there is evidence that the latter is impaired in various diseases. However, the contribution of the VST to human postural control remains unclear, despite extensive research using neuroscientific methods. One reason for this is that the neuroscientific approach limits our understanding of the relationship between an array of sensory information and the muscle outputs. This limitation can be addressed by carrying out studies using computational models, where it is possible to make and validate hypotheses about postural control. However, previous computational models have not considered the VST. In this study, we present a neural controller model that mimics the VST, which was constructed on the basis of physiological data. The computational model is composed of a musculoskeletal model and a neural controller model. The musculoskeletal model had 18 degrees of freedom and 94 muscles, including those of the neck related to the function of the VST. We used an optimization method to adjust the control parameters for different conditions of muscle tone and with/without the VST. We examined the postural sway for each condition. The validity of the neural controller model was evaluated by comparing the modeled postural control with (1) experimental results in human subjects, and (2) the results of a previous study that used a computational model. It was found that the pattern of results was similar for both. This therefore validated the neural controller model, and we could present the neural controller model that mimics the VST. |
format | Online Article Text |
id | pubmed-8913724 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-89137242022-03-12 A Neural Controller Model Considering the Vestibulospinal Tract in Human Postural Control Omura, Yuichiro Kaminishi, Kohei Chiba, Ryosuke Takakusaki, Kaoru Ota, Jun Front Comput Neurosci Neuroscience Humans are able to control their posture in their daily lives. It is important to understand how this is achieved in order to understand the mechanisms that lead to impaired postural control in various diseases. The descending tracts play an important role in controlling posture, particularly the reticulospinal and the vestibulospinal tracts (VST), and there is evidence that the latter is impaired in various diseases. However, the contribution of the VST to human postural control remains unclear, despite extensive research using neuroscientific methods. One reason for this is that the neuroscientific approach limits our understanding of the relationship between an array of sensory information and the muscle outputs. This limitation can be addressed by carrying out studies using computational models, where it is possible to make and validate hypotheses about postural control. However, previous computational models have not considered the VST. In this study, we present a neural controller model that mimics the VST, which was constructed on the basis of physiological data. The computational model is composed of a musculoskeletal model and a neural controller model. The musculoskeletal model had 18 degrees of freedom and 94 muscles, including those of the neck related to the function of the VST. We used an optimization method to adjust the control parameters for different conditions of muscle tone and with/without the VST. We examined the postural sway for each condition. The validity of the neural controller model was evaluated by comparing the modeled postural control with (1) experimental results in human subjects, and (2) the results of a previous study that used a computational model. It was found that the pattern of results was similar for both. This therefore validated the neural controller model, and we could present the neural controller model that mimics the VST. Frontiers Media S.A. 2022-02-25 /pmc/articles/PMC8913724/ /pubmed/35283745 http://dx.doi.org/10.3389/fncom.2022.785099 Text en Copyright © 2022 Omura, Kaminishi, Chiba, Takakusaki and Ota. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Omura, Yuichiro Kaminishi, Kohei Chiba, Ryosuke Takakusaki, Kaoru Ota, Jun A Neural Controller Model Considering the Vestibulospinal Tract in Human Postural Control |
title | A Neural Controller Model Considering the Vestibulospinal Tract in Human Postural Control |
title_full | A Neural Controller Model Considering the Vestibulospinal Tract in Human Postural Control |
title_fullStr | A Neural Controller Model Considering the Vestibulospinal Tract in Human Postural Control |
title_full_unstemmed | A Neural Controller Model Considering the Vestibulospinal Tract in Human Postural Control |
title_short | A Neural Controller Model Considering the Vestibulospinal Tract in Human Postural Control |
title_sort | neural controller model considering the vestibulospinal tract in human postural control |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8913724/ https://www.ncbi.nlm.nih.gov/pubmed/35283745 http://dx.doi.org/10.3389/fncom.2022.785099 |
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