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Variability of trunk muscle synergies underlying the multidirectional movements and stability trunk motor tasks in healthy individuals

Muscle synergy analysis is useful for investigating trunk coordination patterns based on the assumption that the central nervous system reduces the dimensionality of muscle activation to simplify movement. This study aimed to quantify the variability in trunk muscle synergy during various trunk moto...

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Autores principales: Saito, Hiroki, Yokoyama, Hikaru, Sasaki, Atsushi, Matsushita, Kazuya, Nakazawa, Kimitaka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9867711/
https://www.ncbi.nlm.nih.gov/pubmed/36681745
http://dx.doi.org/10.1038/s41598-023-28467-6
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author Saito, Hiroki
Yokoyama, Hikaru
Sasaki, Atsushi
Matsushita, Kazuya
Nakazawa, Kimitaka
author_facet Saito, Hiroki
Yokoyama, Hikaru
Sasaki, Atsushi
Matsushita, Kazuya
Nakazawa, Kimitaka
author_sort Saito, Hiroki
collection PubMed
description Muscle synergy analysis is useful for investigating trunk coordination patterns based on the assumption that the central nervous system reduces the dimensionality of muscle activation to simplify movement. This study aimed to quantify the variability in trunk muscle synergy during various trunk motor tasks in healthy participants to provide reference data for evaluating trunk control strategies in patients and athletes. Sixteen healthy individuals performed 11 trunk movement and stability tasks with electromyography (EMG) recording of their spinal and abdominal muscles (6 bilaterally). Non-negative matrix factorization applied to the concatenated EMG of all tasks identified the five trunk muscle synergies (W) with their corresponding temporal patterns (C). The medians of within-cluster similarity defined by scalar products in W and r(max) coefficient using the cross-correlation function in C were 0.73–0.86 and 0.64–0.75, respectively, while the inter-session similarities were 0.81–0.96 and 0.74–0.84, respectively. However, the lowest and highest values of both similarity indices were broad, reflecting the musculoskeletal system’s redundancy within and between participants. Furthermore, the significant differences in the degree of variability between the trunk synergies may represent the different neural features of synergy organization and strategies to overcome the various mechanical demands of a motor task.
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spelling pubmed-98677112023-01-23 Variability of trunk muscle synergies underlying the multidirectional movements and stability trunk motor tasks in healthy individuals Saito, Hiroki Yokoyama, Hikaru Sasaki, Atsushi Matsushita, Kazuya Nakazawa, Kimitaka Sci Rep Article Muscle synergy analysis is useful for investigating trunk coordination patterns based on the assumption that the central nervous system reduces the dimensionality of muscle activation to simplify movement. This study aimed to quantify the variability in trunk muscle synergy during various trunk motor tasks in healthy participants to provide reference data for evaluating trunk control strategies in patients and athletes. Sixteen healthy individuals performed 11 trunk movement and stability tasks with electromyography (EMG) recording of their spinal and abdominal muscles (6 bilaterally). Non-negative matrix factorization applied to the concatenated EMG of all tasks identified the five trunk muscle synergies (W) with their corresponding temporal patterns (C). The medians of within-cluster similarity defined by scalar products in W and r(max) coefficient using the cross-correlation function in C were 0.73–0.86 and 0.64–0.75, respectively, while the inter-session similarities were 0.81–0.96 and 0.74–0.84, respectively. However, the lowest and highest values of both similarity indices were broad, reflecting the musculoskeletal system’s redundancy within and between participants. Furthermore, the significant differences in the degree of variability between the trunk synergies may represent the different neural features of synergy organization and strategies to overcome the various mechanical demands of a motor task. Nature Publishing Group UK 2023-01-21 /pmc/articles/PMC9867711/ /pubmed/36681745 http://dx.doi.org/10.1038/s41598-023-28467-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Saito, Hiroki
Yokoyama, Hikaru
Sasaki, Atsushi
Matsushita, Kazuya
Nakazawa, Kimitaka
Variability of trunk muscle synergies underlying the multidirectional movements and stability trunk motor tasks in healthy individuals
title Variability of trunk muscle synergies underlying the multidirectional movements and stability trunk motor tasks in healthy individuals
title_full Variability of trunk muscle synergies underlying the multidirectional movements and stability trunk motor tasks in healthy individuals
title_fullStr Variability of trunk muscle synergies underlying the multidirectional movements and stability trunk motor tasks in healthy individuals
title_full_unstemmed Variability of trunk muscle synergies underlying the multidirectional movements and stability trunk motor tasks in healthy individuals
title_short Variability of trunk muscle synergies underlying the multidirectional movements and stability trunk motor tasks in healthy individuals
title_sort variability of trunk muscle synergies underlying the multidirectional movements and stability trunk motor tasks in healthy individuals
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9867711/
https://www.ncbi.nlm.nih.gov/pubmed/36681745
http://dx.doi.org/10.1038/s41598-023-28467-6
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