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Improved Neural Control of Movements Manifests in Expertise-Related Differences in Force Output and Brain Network Dynamics
It is well-established that expertise developed through continuous and deliberate practice has the potential to delay age-related decline in fine motor skills. However, less is known about the underlying mechanisms, that is, whether expertise leads to a higher performance level changing the initial...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6258820/ https://www.ncbi.nlm.nih.gov/pubmed/30519188 http://dx.doi.org/10.3389/fphys.2018.01540 |
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author | Gölz, Christian Voelcker-Rehage, Claudia Mora, Karin Reuter, Eva-Maria Godde, Ben Dellnitz, Michael Reinsberger, Claus Vieluf, Solveig |
author_facet | Gölz, Christian Voelcker-Rehage, Claudia Mora, Karin Reuter, Eva-Maria Godde, Ben Dellnitz, Michael Reinsberger, Claus Vieluf, Solveig |
author_sort | Gölz, Christian |
collection | PubMed |
description | It is well-established that expertise developed through continuous and deliberate practice has the potential to delay age-related decline in fine motor skills. However, less is known about the underlying mechanisms, that is, whether expertise leads to a higher performance level changing the initial status from which age-related decline starts or if expertise-related changes result in qualitatively different motor output and neural processing providing a resource of compensation for age-related changes. Thus, as a first step, this study aims at a better understanding of expertise-related changes in fine motor control with respect to force output and respective electrophysiological correlates. Here, using a multidimensional approach, we investigated fine motor control of experts and novices in precision mechanics during the execution of a dynamic force control task. On the level of force output, we analyzed precision, variability, and complexity. We further used dynamic mode decomposition (DMD) to analyze the electrophysiological correlates of force control to deduce brain network dynamics. Experts’ force output was more precise, less variable, and more complex. Task-related DMD mean mode magnitudes within the α-band at electrodes over sensorimotor relevant areas were reduced in experts, and lower DMD mean mode magnitudes related to the force output in novices. Our results provide evidence for expertise dependent central adaptions with distinct and more complex organization and decentralization of sensorimotor subsystems. Results from our multidimensional approach can be seen as a step forward in understanding expertise-related changes and exploiting their potential as resources for healthy aging. |
format | Online Article Text |
id | pubmed-6258820 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-62588202018-12-05 Improved Neural Control of Movements Manifests in Expertise-Related Differences in Force Output and Brain Network Dynamics Gölz, Christian Voelcker-Rehage, Claudia Mora, Karin Reuter, Eva-Maria Godde, Ben Dellnitz, Michael Reinsberger, Claus Vieluf, Solveig Front Physiol Physiology It is well-established that expertise developed through continuous and deliberate practice has the potential to delay age-related decline in fine motor skills. However, less is known about the underlying mechanisms, that is, whether expertise leads to a higher performance level changing the initial status from which age-related decline starts or if expertise-related changes result in qualitatively different motor output and neural processing providing a resource of compensation for age-related changes. Thus, as a first step, this study aims at a better understanding of expertise-related changes in fine motor control with respect to force output and respective electrophysiological correlates. Here, using a multidimensional approach, we investigated fine motor control of experts and novices in precision mechanics during the execution of a dynamic force control task. On the level of force output, we analyzed precision, variability, and complexity. We further used dynamic mode decomposition (DMD) to analyze the electrophysiological correlates of force control to deduce brain network dynamics. Experts’ force output was more precise, less variable, and more complex. Task-related DMD mean mode magnitudes within the α-band at electrodes over sensorimotor relevant areas were reduced in experts, and lower DMD mean mode magnitudes related to the force output in novices. Our results provide evidence for expertise dependent central adaptions with distinct and more complex organization and decentralization of sensorimotor subsystems. Results from our multidimensional approach can be seen as a step forward in understanding expertise-related changes and exploiting their potential as resources for healthy aging. Frontiers Media S.A. 2018-11-21 /pmc/articles/PMC6258820/ /pubmed/30519188 http://dx.doi.org/10.3389/fphys.2018.01540 Text en Copyright © 2018 Gölz, Voelcker-Rehage, Mora, Reuter, Godde, Dellnitz, Reinsberger and Vieluf. http://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 | Physiology Gölz, Christian Voelcker-Rehage, Claudia Mora, Karin Reuter, Eva-Maria Godde, Ben Dellnitz, Michael Reinsberger, Claus Vieluf, Solveig Improved Neural Control of Movements Manifests in Expertise-Related Differences in Force Output and Brain Network Dynamics |
title | Improved Neural Control of Movements Manifests in Expertise-Related Differences in Force Output and Brain Network Dynamics |
title_full | Improved Neural Control of Movements Manifests in Expertise-Related Differences in Force Output and Brain Network Dynamics |
title_fullStr | Improved Neural Control of Movements Manifests in Expertise-Related Differences in Force Output and Brain Network Dynamics |
title_full_unstemmed | Improved Neural Control of Movements Manifests in Expertise-Related Differences in Force Output and Brain Network Dynamics |
title_short | Improved Neural Control of Movements Manifests in Expertise-Related Differences in Force Output and Brain Network Dynamics |
title_sort | improved neural control of movements manifests in expertise-related differences in force output and brain network dynamics |
topic | Physiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6258820/ https://www.ncbi.nlm.nih.gov/pubmed/30519188 http://dx.doi.org/10.3389/fphys.2018.01540 |
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