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Does the model reflect the system? When two-dimensional biomechanics is not ‘good enough’

Models are mathematical representations of systems, processes or phenomena. In biomechanics, finite-element modelling (FEM) can be a powerful tool, allowing biologists to test form–function relationships in silico, replacing or extending results of in vivo experimentation. Although modelling simplif...

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Autores principales: Smith, Amanda L., Davis, Julian, Panagiotopoulou, Olga, Taylor, Andrea B., Robinson, Chris, Ward, Carol V., Kimbel, William H., Alemseged, Zeresenay, Ross, Callum F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9874278/
https://www.ncbi.nlm.nih.gov/pubmed/36695017
http://dx.doi.org/10.1098/rsif.2022.0536
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author Smith, Amanda L.
Davis, Julian
Panagiotopoulou, Olga
Taylor, Andrea B.
Robinson, Chris
Ward, Carol V.
Kimbel, William H.
Alemseged, Zeresenay
Ross, Callum F.
author_facet Smith, Amanda L.
Davis, Julian
Panagiotopoulou, Olga
Taylor, Andrea B.
Robinson, Chris
Ward, Carol V.
Kimbel, William H.
Alemseged, Zeresenay
Ross, Callum F.
author_sort Smith, Amanda L.
collection PubMed
description Models are mathematical representations of systems, processes or phenomena. In biomechanics, finite-element modelling (FEM) can be a powerful tool, allowing biologists to test form–function relationships in silico, replacing or extending results of in vivo experimentation. Although modelling simplifications and assumptions are necessary, as a minimum modelling requirement the results of the simplified model must reflect the biomechanics of the modelled system. In cases where the three-dimensional mechanics of a structure are important determinants of its performance, simplified two-dimensional modelling approaches are likely to produce inaccurate results. The vertebrate mandible is one among many three-dimensional anatomical structures routinely modelled using two-dimensional FE analysis. We thus compare the stress regimes of our published three-dimensional model of the chimpanzee mandible with a published two-dimensional model of the chimpanzee mandible and identify several fundamental differences. We then present a series of two-dimensional and three-dimensional FE modelling experiments that demonstrate how three key modelling parameters, (i) dimensionality, (ii) symmetric geometry, and (iii) constraints, affect deformation and strain regimes of the models. Our results confirm that, in the case of the primate mandible (at least), two-dimensional FEM fails to meet this minimum modelling requirement and should not be used to draw functional, ecological or evolutionary conclusions.
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spelling pubmed-98742782023-01-25 Does the model reflect the system? When two-dimensional biomechanics is not ‘good enough’ Smith, Amanda L. Davis, Julian Panagiotopoulou, Olga Taylor, Andrea B. Robinson, Chris Ward, Carol V. Kimbel, William H. Alemseged, Zeresenay Ross, Callum F. J R Soc Interface Life Sciences–Engineering interface Models are mathematical representations of systems, processes or phenomena. In biomechanics, finite-element modelling (FEM) can be a powerful tool, allowing biologists to test form–function relationships in silico, replacing or extending results of in vivo experimentation. Although modelling simplifications and assumptions are necessary, as a minimum modelling requirement the results of the simplified model must reflect the biomechanics of the modelled system. In cases where the three-dimensional mechanics of a structure are important determinants of its performance, simplified two-dimensional modelling approaches are likely to produce inaccurate results. The vertebrate mandible is one among many three-dimensional anatomical structures routinely modelled using two-dimensional FE analysis. We thus compare the stress regimes of our published three-dimensional model of the chimpanzee mandible with a published two-dimensional model of the chimpanzee mandible and identify several fundamental differences. We then present a series of two-dimensional and three-dimensional FE modelling experiments that demonstrate how three key modelling parameters, (i) dimensionality, (ii) symmetric geometry, and (iii) constraints, affect deformation and strain regimes of the models. Our results confirm that, in the case of the primate mandible (at least), two-dimensional FEM fails to meet this minimum modelling requirement and should not be used to draw functional, ecological or evolutionary conclusions. The Royal Society 2023-01-25 /pmc/articles/PMC9874278/ /pubmed/36695017 http://dx.doi.org/10.1098/rsif.2022.0536 Text en © 2023 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited.
spellingShingle Life Sciences–Engineering interface
Smith, Amanda L.
Davis, Julian
Panagiotopoulou, Olga
Taylor, Andrea B.
Robinson, Chris
Ward, Carol V.
Kimbel, William H.
Alemseged, Zeresenay
Ross, Callum F.
Does the model reflect the system? When two-dimensional biomechanics is not ‘good enough’
title Does the model reflect the system? When two-dimensional biomechanics is not ‘good enough’
title_full Does the model reflect the system? When two-dimensional biomechanics is not ‘good enough’
title_fullStr Does the model reflect the system? When two-dimensional biomechanics is not ‘good enough’
title_full_unstemmed Does the model reflect the system? When two-dimensional biomechanics is not ‘good enough’
title_short Does the model reflect the system? When two-dimensional biomechanics is not ‘good enough’
title_sort does the model reflect the system? when two-dimensional biomechanics is not ‘good enough’
topic Life Sciences–Engineering interface
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9874278/
https://www.ncbi.nlm.nih.gov/pubmed/36695017
http://dx.doi.org/10.1098/rsif.2022.0536
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