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Contribution of Shape Features to Intradiscal Pressure and Facets Contact Pressure in L4/L5 FSUs: An In-Silico Study
Finite element models (FEMs) of the spine commonly use a limited number of simplified geometries. Nevertheless, the geometric features of the spine are important in determining its FEM outcomes. The link between a spinal segment’s shape and its biomechanical response has been studied, but the co-var...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9831962/ https://www.ncbi.nlm.nih.gov/pubmed/36104641 http://dx.doi.org/10.1007/s10439-022-03072-2 |
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author | Kassab-Bachi, Amin Ravikumar, Nishant Wilcox, Ruth K. Frangi, Alejandro F. Taylor, Zeike A. |
author_facet | Kassab-Bachi, Amin Ravikumar, Nishant Wilcox, Ruth K. Frangi, Alejandro F. Taylor, Zeike A. |
author_sort | Kassab-Bachi, Amin |
collection | PubMed |
description | Finite element models (FEMs) of the spine commonly use a limited number of simplified geometries. Nevertheless, the geometric features of the spine are important in determining its FEM outcomes. The link between a spinal segment’s shape and its biomechanical response has been studied, but the co-variances of the shape features have been omitted. We used a principal component (PCA)-based statistical shape modelling (SSM) approach to investigate the contribution of shape features to the intradiscal pressure (IDP) and the facets contact pressure (FCP) in a cohort of synthetic L4/L5 functional spinal units under axial compression. We quantified the uncertainty in the FEM results, and the contribution of individual shape modes to these results. This parameterisation approach is able to capture the variability in the correlated anatomical features in a real population and sample plausible synthetic geometries. The first shape mode ([Formula: see text] ) explained 22.6% of the shape variation in the subject-specific cohort used to train the SSM, and had the largest correlation with, and contribution to IDP (17%) and FCP (11%). The largest geometric variation in ([Formula: see text] ) was in the annulus-nucleus ratio. SUPPLEMENTARY INFORMATION: The online version of this article contains supplementary material available 10.1007/s10439-022-03072-2. |
format | Online Article Text |
id | pubmed-9831962 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-98319622023-01-12 Contribution of Shape Features to Intradiscal Pressure and Facets Contact Pressure in L4/L5 FSUs: An In-Silico Study Kassab-Bachi, Amin Ravikumar, Nishant Wilcox, Ruth K. Frangi, Alejandro F. Taylor, Zeike A. Ann Biomed Eng S.I. : Modeling for Advancing Regulatory Science Finite element models (FEMs) of the spine commonly use a limited number of simplified geometries. Nevertheless, the geometric features of the spine are important in determining its FEM outcomes. The link between a spinal segment’s shape and its biomechanical response has been studied, but the co-variances of the shape features have been omitted. We used a principal component (PCA)-based statistical shape modelling (SSM) approach to investigate the contribution of shape features to the intradiscal pressure (IDP) and the facets contact pressure (FCP) in a cohort of synthetic L4/L5 functional spinal units under axial compression. We quantified the uncertainty in the FEM results, and the contribution of individual shape modes to these results. This parameterisation approach is able to capture the variability in the correlated anatomical features in a real population and sample plausible synthetic geometries. The first shape mode ([Formula: see text] ) explained 22.6% of the shape variation in the subject-specific cohort used to train the SSM, and had the largest correlation with, and contribution to IDP (17%) and FCP (11%). The largest geometric variation in ([Formula: see text] ) was in the annulus-nucleus ratio. SUPPLEMENTARY INFORMATION: The online version of this article contains supplementary material available 10.1007/s10439-022-03072-2. Springer International Publishing 2022-09-14 2023 /pmc/articles/PMC9831962/ /pubmed/36104641 http://dx.doi.org/10.1007/s10439-022-03072-2 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | S.I. : Modeling for Advancing Regulatory Science Kassab-Bachi, Amin Ravikumar, Nishant Wilcox, Ruth K. Frangi, Alejandro F. Taylor, Zeike A. Contribution of Shape Features to Intradiscal Pressure and Facets Contact Pressure in L4/L5 FSUs: An In-Silico Study |
title | Contribution of Shape Features to Intradiscal Pressure and Facets Contact Pressure in L4/L5 FSUs: An In-Silico Study |
title_full | Contribution of Shape Features to Intradiscal Pressure and Facets Contact Pressure in L4/L5 FSUs: An In-Silico Study |
title_fullStr | Contribution of Shape Features to Intradiscal Pressure and Facets Contact Pressure in L4/L5 FSUs: An In-Silico Study |
title_full_unstemmed | Contribution of Shape Features to Intradiscal Pressure and Facets Contact Pressure in L4/L5 FSUs: An In-Silico Study |
title_short | Contribution of Shape Features to Intradiscal Pressure and Facets Contact Pressure in L4/L5 FSUs: An In-Silico Study |
title_sort | contribution of shape features to intradiscal pressure and facets contact pressure in l4/l5 fsus: an in-silico study |
topic | S.I. : Modeling for Advancing Regulatory Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9831962/ https://www.ncbi.nlm.nih.gov/pubmed/36104641 http://dx.doi.org/10.1007/s10439-022-03072-2 |
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