Data from: Model sensitivity and use of the comparative finite element method in mammalian jaw mechanics: mandible performance in the Gray Wolf
Finite Element Analysis (FEA) is a powerful tool gaining use in studies of biological form and function. This method is particularly conducive to studies of extinct and fossilized organisms, as models can be assigned properties that approximate living tissues. In disciplines where model validation i...
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ftdryad:oai:v1.datadryad.org:10255/dryad.8961 2023-05-15T15:51:08+02:00 Data from: Model sensitivity and use of the comparative finite element method in mammalian jaw mechanics: mandible performance in the Gray Wolf Tseng, Zhijie Jack McNitt-Gray, Jill L. Flashner, Henryk Wang, Xiaoming Enciso, Reyes 2011-03-29T20:37:04Z http://hdl.handle.net/10255/dryad.8961 https://doi.org/10.5061/dryad.8961 unknown doi:10.5061/dryad.8961/1 doi:10.1371/journal.pone.0019171 PMID:21559475 doi:10.5061/dryad.8961 Tseng ZJ, McNitt-Gray JL, Flashner H, Wang X, Enciso R (2011) Model sensitivity and use of the comparative finite element method in mammalian jaw mechanics: mandible performance in the Gray Wolf. PLoS ONE 6(4): e19171. http://hdl.handle.net/10255/dryad.8961 sensitivity analysis finite element analysis biomechanics mandible functional morphology vertebrate paleontology bite force mastication Article 2011 ftdryad https://doi.org/10.5061/dryad.8961 https://doi.org/10.5061/dryad.8961/1 https://doi.org/10.1371/journal.pone.0019171 2020-01-01T14:21:03Z Finite Element Analysis (FEA) is a powerful tool gaining use in studies of biological form and function. This method is particularly conducive to studies of extinct and fossilized organisms, as models can be assigned properties that approximate living tissues. In disciplines where model validation is difficult or impossible, the choice of model parameters and their effects on the results become increasingly important, especially in comparing outputs to infer function. To evaluate the extent to which performance measures are affected by initial model input, we tested the sensitivity of bite force, strain energy, and stress to changes in seven parameters that are required in testing craniodental function with FEA. Simulations were performed on FE models of a Gray Wolf (Canis lupus) mandible. Results showed that unilateral bite force outputs are least affected by the relative ratios of the balancing and working muscles, but only ratios above 0.5 provided balancing-working side joint reaction force relationships that are consistent with experimental data. The constraints modeled at the bite point had the greatest effect on bite force output, but the most appropriate constraint may depend on the study question. Strain energy is least affected by variation in bite point constraint, but larger variations in strain energy values are observed in models with different number of tetrahedral elements, masticatory muscle ratios and muscle subgroups present, and number of material properties. These findings indicate that performance measures are differentially affected by variation in initial model parameters. In the absence of validated input values, FE models can nevertheless provide robust comparisons if these parameters are standardized within a given study to minimize variation that arise during the model-building process. Sensitivity tests incorporated into the study design not only aid in the interpretation of simulation results, but can also provide additional insights on form and function. Article in Journal/Newspaper Canis lupus gray wolf Dryad Digital Repository (Duke University) |
institution |
Open Polar |
collection |
Dryad Digital Repository (Duke University) |
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ftdryad |
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unknown |
topic |
sensitivity analysis finite element analysis biomechanics mandible functional morphology vertebrate paleontology bite force mastication |
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sensitivity analysis finite element analysis biomechanics mandible functional morphology vertebrate paleontology bite force mastication Tseng, Zhijie Jack McNitt-Gray, Jill L. Flashner, Henryk Wang, Xiaoming Enciso, Reyes Data from: Model sensitivity and use of the comparative finite element method in mammalian jaw mechanics: mandible performance in the Gray Wolf |
topic_facet |
sensitivity analysis finite element analysis biomechanics mandible functional morphology vertebrate paleontology bite force mastication |
description |
Finite Element Analysis (FEA) is a powerful tool gaining use in studies of biological form and function. This method is particularly conducive to studies of extinct and fossilized organisms, as models can be assigned properties that approximate living tissues. In disciplines where model validation is difficult or impossible, the choice of model parameters and their effects on the results become increasingly important, especially in comparing outputs to infer function. To evaluate the extent to which performance measures are affected by initial model input, we tested the sensitivity of bite force, strain energy, and stress to changes in seven parameters that are required in testing craniodental function with FEA. Simulations were performed on FE models of a Gray Wolf (Canis lupus) mandible. Results showed that unilateral bite force outputs are least affected by the relative ratios of the balancing and working muscles, but only ratios above 0.5 provided balancing-working side joint reaction force relationships that are consistent with experimental data. The constraints modeled at the bite point had the greatest effect on bite force output, but the most appropriate constraint may depend on the study question. Strain energy is least affected by variation in bite point constraint, but larger variations in strain energy values are observed in models with different number of tetrahedral elements, masticatory muscle ratios and muscle subgroups present, and number of material properties. These findings indicate that performance measures are differentially affected by variation in initial model parameters. In the absence of validated input values, FE models can nevertheless provide robust comparisons if these parameters are standardized within a given study to minimize variation that arise during the model-building process. Sensitivity tests incorporated into the study design not only aid in the interpretation of simulation results, but can also provide additional insights on form and function. |
format |
Article in Journal/Newspaper |
author |
Tseng, Zhijie Jack McNitt-Gray, Jill L. Flashner, Henryk Wang, Xiaoming Enciso, Reyes |
author_facet |
Tseng, Zhijie Jack McNitt-Gray, Jill L. Flashner, Henryk Wang, Xiaoming Enciso, Reyes |
author_sort |
Tseng, Zhijie Jack |
title |
Data from: Model sensitivity and use of the comparative finite element method in mammalian jaw mechanics: mandible performance in the Gray Wolf |
title_short |
Data from: Model sensitivity and use of the comparative finite element method in mammalian jaw mechanics: mandible performance in the Gray Wolf |
title_full |
Data from: Model sensitivity and use of the comparative finite element method in mammalian jaw mechanics: mandible performance in the Gray Wolf |
title_fullStr |
Data from: Model sensitivity and use of the comparative finite element method in mammalian jaw mechanics: mandible performance in the Gray Wolf |
title_full_unstemmed |
Data from: Model sensitivity and use of the comparative finite element method in mammalian jaw mechanics: mandible performance in the Gray Wolf |
title_sort |
data from: model sensitivity and use of the comparative finite element method in mammalian jaw mechanics: mandible performance in the gray wolf |
publishDate |
2011 |
url |
http://hdl.handle.net/10255/dryad.8961 https://doi.org/10.5061/dryad.8961 |
genre |
Canis lupus gray wolf |
genre_facet |
Canis lupus gray wolf |
op_relation |
doi:10.5061/dryad.8961/1 doi:10.1371/journal.pone.0019171 PMID:21559475 doi:10.5061/dryad.8961 Tseng ZJ, McNitt-Gray JL, Flashner H, Wang X, Enciso R (2011) Model sensitivity and use of the comparative finite element method in mammalian jaw mechanics: mandible performance in the Gray Wolf. PLoS ONE 6(4): e19171. http://hdl.handle.net/10255/dryad.8961 |
op_doi |
https://doi.org/10.5061/dryad.8961 https://doi.org/10.5061/dryad.8961/1 https://doi.org/10.1371/journal.pone.0019171 |
_version_ |
1766386195475988480 |