Cargando…
A modelling approach for exploring muscle dynamics during cyclic contractions
Hill-type muscle models are widely used within the field of biomechanics to predict and understand muscle behaviour, and are often essential where muscle forces cannot be directly measured. However, these models have limited accuracy, particularly during cyclic contractions at the submaximal levels...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5919698/ https://www.ncbi.nlm.nih.gov/pubmed/29659583 http://dx.doi.org/10.1371/journal.pcbi.1006123 |
_version_ | 1783317687331454976 |
---|---|
author | Ross, Stephanie A. Nigam, Nilima Wakeling, James M. |
author_facet | Ross, Stephanie A. Nigam, Nilima Wakeling, James M. |
author_sort | Ross, Stephanie A. |
collection | PubMed |
description | Hill-type muscle models are widely used within the field of biomechanics to predict and understand muscle behaviour, and are often essential where muscle forces cannot be directly measured. However, these models have limited accuracy, particularly during cyclic contractions at the submaximal levels of activation that typically occur during locomotion. To address this issue, recent studies have incorporated effects into Hill-type models that are oftentimes neglected, such as size-dependent, history-dependent, and activation-dependent effects. However, the contribution of these effects on muscle performance has yet to be evaluated under common contractile conditions that reflect the range of activations, strains, and strain rates that occur in vivo. The purpose of this study was to develop a modelling framework to evaluate modifications to Hill-type muscle models when they contract in cyclic loops that are typical of locomotor muscle function. Here we present a modelling framework composed of a damped harmonic oscillator in series with a Hill-type muscle actuator that consists of a contractile element and parallel elastic element. The intrinsic force-length and force-velocity properties are described using Bézier curves where we present a system to relate physiological parameters to the control points for these curves. The muscle-oscillator system can be geometrically scaled while preserving dynamic and kinematic similarity to investigate the muscle size effects while controlling for the dynamics of the harmonic oscillator. The model is driven by time-varying muscle activations that cause the muscle to cyclically contract and drive the dynamics of the harmonic oscillator. Thus, this framework provides a platform to test current and future Hill-type model formulations and explore factors affecting muscle performance in muscles of different sizes under a range of cyclic contractile conditions. |
format | Online Article Text |
id | pubmed-5919698 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-59196982018-05-11 A modelling approach for exploring muscle dynamics during cyclic contractions Ross, Stephanie A. Nigam, Nilima Wakeling, James M. PLoS Comput Biol Research Article Hill-type muscle models are widely used within the field of biomechanics to predict and understand muscle behaviour, and are often essential where muscle forces cannot be directly measured. However, these models have limited accuracy, particularly during cyclic contractions at the submaximal levels of activation that typically occur during locomotion. To address this issue, recent studies have incorporated effects into Hill-type models that are oftentimes neglected, such as size-dependent, history-dependent, and activation-dependent effects. However, the contribution of these effects on muscle performance has yet to be evaluated under common contractile conditions that reflect the range of activations, strains, and strain rates that occur in vivo. The purpose of this study was to develop a modelling framework to evaluate modifications to Hill-type muscle models when they contract in cyclic loops that are typical of locomotor muscle function. Here we present a modelling framework composed of a damped harmonic oscillator in series with a Hill-type muscle actuator that consists of a contractile element and parallel elastic element. The intrinsic force-length and force-velocity properties are described using Bézier curves where we present a system to relate physiological parameters to the control points for these curves. The muscle-oscillator system can be geometrically scaled while preserving dynamic and kinematic similarity to investigate the muscle size effects while controlling for the dynamics of the harmonic oscillator. The model is driven by time-varying muscle activations that cause the muscle to cyclically contract and drive the dynamics of the harmonic oscillator. Thus, this framework provides a platform to test current and future Hill-type model formulations and explore factors affecting muscle performance in muscles of different sizes under a range of cyclic contractile conditions. Public Library of Science 2018-04-16 /pmc/articles/PMC5919698/ /pubmed/29659583 http://dx.doi.org/10.1371/journal.pcbi.1006123 Text en © 2018 Ross 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 Ross, Stephanie A. Nigam, Nilima Wakeling, James M. A modelling approach for exploring muscle dynamics during cyclic contractions |
title | A modelling approach for exploring muscle dynamics during cyclic contractions |
title_full | A modelling approach for exploring muscle dynamics during cyclic contractions |
title_fullStr | A modelling approach for exploring muscle dynamics during cyclic contractions |
title_full_unstemmed | A modelling approach for exploring muscle dynamics during cyclic contractions |
title_short | A modelling approach for exploring muscle dynamics during cyclic contractions |
title_sort | modelling approach for exploring muscle dynamics during cyclic contractions |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5919698/ https://www.ncbi.nlm.nih.gov/pubmed/29659583 http://dx.doi.org/10.1371/journal.pcbi.1006123 |
work_keys_str_mv | AT rossstephaniea amodellingapproachforexploringmuscledynamicsduringcycliccontractions AT nigamnilima amodellingapproachforexploringmuscledynamicsduringcycliccontractions AT wakelingjamesm amodellingapproachforexploringmuscledynamicsduringcycliccontractions AT rossstephaniea modellingapproachforexploringmuscledynamicsduringcycliccontractions AT nigamnilima modellingapproachforexploringmuscledynamicsduringcycliccontractions AT wakelingjamesm modellingapproachforexploringmuscledynamicsduringcycliccontractions |