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...

Descripción completa

Detalles Bibliográficos
Autores principales: Ross, Stephanie A., Nigam, Nilima, Wakeling, James M.
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