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Femoral neck strain prediction during level walking using a combined musculoskeletal and finite element model approach

Recently, coupled musculoskeletal-finite element modelling approaches have emerged as a way to investigate femoral neck loading during various daily activities. Combining personalised gait data with finite element models will not only allow us to study changes in motion/movement, but also their effe...

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Autores principales: Altai, Zainab, Montefiori, Erica, van Veen, Bart, A. Paggiosi, Margaret, McCloskey, Eugene V., Viceconti, Marco, Mazzà, Claudia, Li, Xinshan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7850486/
https://www.ncbi.nlm.nih.gov/pubmed/33524024
http://dx.doi.org/10.1371/journal.pone.0245121
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author Altai, Zainab
Montefiori, Erica
van Veen, Bart
A. Paggiosi, Margaret
McCloskey, Eugene V.
Viceconti, Marco
Mazzà, Claudia
Li, Xinshan
author_facet Altai, Zainab
Montefiori, Erica
van Veen, Bart
A. Paggiosi, Margaret
McCloskey, Eugene V.
Viceconti, Marco
Mazzà, Claudia
Li, Xinshan
author_sort Altai, Zainab
collection PubMed
description Recently, coupled musculoskeletal-finite element modelling approaches have emerged as a way to investigate femoral neck loading during various daily activities. Combining personalised gait data with finite element models will not only allow us to study changes in motion/movement, but also their effects on critical internal structures, such as the femur. However, previous studies have been hampered by the small sample size and the lack of fully personalised data in order to construct the coupled model. Therefore, the aim of this study was to build a pipeline for a fully personalised multiscale (body-organ level) model to investigate the strain levels at the femoral neck during a normal gait cycle. Five postmenopausal women were included in this study. The CT and MRI scans of the lower limb, and gait data were collected for all participants. Muscle forces derived from the body level musculoskeletal models were used as boundary constraints on the finite element femur models. Principal strains were estimated at the femoral neck region during a full gait cycle. Considerable variation was found in the predicted peak strain among individuals with mean peak first principal strain of 0.24% ± 0.11% and mean third principal strain of -0.29% ± 0.24%. For four individuals, two overall peaks of the maximum strains were found to occur when both feet were in contact with the floor, while one individual had one peak at the toe-off phase. Both the joint contact forces and the muscular forces were found to substantially influence the loading at the femoral neck. A higher correlation was found between the predicted peak strains and the gluteus medius (R(2) ranged between 0.95 and 0.99) than the hip joint contact forces (R(2) ranged between 0.63 and 0.96). Therefore, the current findings suggest that personal variations are substantial, and hence it is important to consider multiple subjects before deriving general conclusions for a target population.
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spelling pubmed-78504862021-02-09 Femoral neck strain prediction during level walking using a combined musculoskeletal and finite element model approach Altai, Zainab Montefiori, Erica van Veen, Bart A. Paggiosi, Margaret McCloskey, Eugene V. Viceconti, Marco Mazzà, Claudia Li, Xinshan PLoS One Research Article Recently, coupled musculoskeletal-finite element modelling approaches have emerged as a way to investigate femoral neck loading during various daily activities. Combining personalised gait data with finite element models will not only allow us to study changes in motion/movement, but also their effects on critical internal structures, such as the femur. However, previous studies have been hampered by the small sample size and the lack of fully personalised data in order to construct the coupled model. Therefore, the aim of this study was to build a pipeline for a fully personalised multiscale (body-organ level) model to investigate the strain levels at the femoral neck during a normal gait cycle. Five postmenopausal women were included in this study. The CT and MRI scans of the lower limb, and gait data were collected for all participants. Muscle forces derived from the body level musculoskeletal models were used as boundary constraints on the finite element femur models. Principal strains were estimated at the femoral neck region during a full gait cycle. Considerable variation was found in the predicted peak strain among individuals with mean peak first principal strain of 0.24% ± 0.11% and mean third principal strain of -0.29% ± 0.24%. For four individuals, two overall peaks of the maximum strains were found to occur when both feet were in contact with the floor, while one individual had one peak at the toe-off phase. Both the joint contact forces and the muscular forces were found to substantially influence the loading at the femoral neck. A higher correlation was found between the predicted peak strains and the gluteus medius (R(2) ranged between 0.95 and 0.99) than the hip joint contact forces (R(2) ranged between 0.63 and 0.96). Therefore, the current findings suggest that personal variations are substantial, and hence it is important to consider multiple subjects before deriving general conclusions for a target population. Public Library of Science 2021-02-01 /pmc/articles/PMC7850486/ /pubmed/33524024 http://dx.doi.org/10.1371/journal.pone.0245121 Text en © 2021 Altai 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
Altai, Zainab
Montefiori, Erica
van Veen, Bart
A. Paggiosi, Margaret
McCloskey, Eugene V.
Viceconti, Marco
Mazzà, Claudia
Li, Xinshan
Femoral neck strain prediction during level walking using a combined musculoskeletal and finite element model approach
title Femoral neck strain prediction during level walking using a combined musculoskeletal and finite element model approach
title_full Femoral neck strain prediction during level walking using a combined musculoskeletal and finite element model approach
title_fullStr Femoral neck strain prediction during level walking using a combined musculoskeletal and finite element model approach
title_full_unstemmed Femoral neck strain prediction during level walking using a combined musculoskeletal and finite element model approach
title_short Femoral neck strain prediction during level walking using a combined musculoskeletal and finite element model approach
title_sort femoral neck strain prediction during level walking using a combined musculoskeletal and finite element model approach
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7850486/
https://www.ncbi.nlm.nih.gov/pubmed/33524024
http://dx.doi.org/10.1371/journal.pone.0245121
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