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A Subdomain Method for Mapping the Heterogeneous Mechanical Properties of the Human Posterior Sclera
Although strongly correlated with elevated intraocular pressure, primary open-angle glaucoma (POAG) occurs in normotensive eyes. Mechanical properties of the sclera around the optic nerve head (ONH) may play a role in this disparity. The purpose of this study is to present an automated inverse mecha...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6554536/ https://www.ncbi.nlm.nih.gov/pubmed/31214585 http://dx.doi.org/10.3389/fbioe.2019.00129 |
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author | Kollech, Hirut G. Ayyalasomayajula, Avinash Behkam, Reza Tamimi, Ehab Furdella, Kenneth Drewry, Michelle Vande Geest, Jonathan P. |
author_facet | Kollech, Hirut G. Ayyalasomayajula, Avinash Behkam, Reza Tamimi, Ehab Furdella, Kenneth Drewry, Michelle Vande Geest, Jonathan P. |
author_sort | Kollech, Hirut G. |
collection | PubMed |
description | Although strongly correlated with elevated intraocular pressure, primary open-angle glaucoma (POAG) occurs in normotensive eyes. Mechanical properties of the sclera around the optic nerve head (ONH) may play a role in this disparity. The purpose of this study is to present an automated inverse mechanics based approach to determine the distribution of heterogeneous mechanical properties of the human sclera as derived from its surface deformations arising from pressure inflation experiments. The scleral shell of a 78 year old European Descent male donor eye was utilized to demonstrate the method; the sclera was coated with a speckle pattern on the outer surface and was subjected to inflation pressures of 5, 15, 30, and 45 mmHg. The speckle pattern was imaged at each pressure, and a displacement field was calculated for each pressure step using a previously described sequential digital image correlation (S-DIC) technique. The fiber splay and fiber orientation of the sclera collagen were determined experimentally, and the thickness across the scleral globe was determined using micro CT images. The displacement field from the inflation test was used to calculate the strain and also used as an input for inverse mechanics to determine the heterogeneity of material properties. The scleral geometry was divided into subdomains using the first principal strain. The Holzapfel anisotropic material parameters of matrix and fiber stiffness were estimated within each individual subdomain using an inverse mechanics approach by minimizing the sum of the square of the residuals between the computational and experimental displacement fields. The mean and maximum error in displacement across all subdomains were 8.9 ± 3.0 μm and 13.2 μm, respectively. The full pressure-inflation forward mechanics experiment was done using subdomain-specific mechanical properties on the entire scleral surface. The proposed approach is effective in determining the distribution of heterogeneous mechanical properties of the human sclera in a user-independent manner. Our research group is currently utilizing this approach to better elucidate how scleral stiffness influences those at high risk for POAG. |
format | Online Article Text |
id | pubmed-6554536 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-65545362019-06-18 A Subdomain Method for Mapping the Heterogeneous Mechanical Properties of the Human Posterior Sclera Kollech, Hirut G. Ayyalasomayajula, Avinash Behkam, Reza Tamimi, Ehab Furdella, Kenneth Drewry, Michelle Vande Geest, Jonathan P. Front Bioeng Biotechnol Bioengineering and Biotechnology Although strongly correlated with elevated intraocular pressure, primary open-angle glaucoma (POAG) occurs in normotensive eyes. Mechanical properties of the sclera around the optic nerve head (ONH) may play a role in this disparity. The purpose of this study is to present an automated inverse mechanics based approach to determine the distribution of heterogeneous mechanical properties of the human sclera as derived from its surface deformations arising from pressure inflation experiments. The scleral shell of a 78 year old European Descent male donor eye was utilized to demonstrate the method; the sclera was coated with a speckle pattern on the outer surface and was subjected to inflation pressures of 5, 15, 30, and 45 mmHg. The speckle pattern was imaged at each pressure, and a displacement field was calculated for each pressure step using a previously described sequential digital image correlation (S-DIC) technique. The fiber splay and fiber orientation of the sclera collagen were determined experimentally, and the thickness across the scleral globe was determined using micro CT images. The displacement field from the inflation test was used to calculate the strain and also used as an input for inverse mechanics to determine the heterogeneity of material properties. The scleral geometry was divided into subdomains using the first principal strain. The Holzapfel anisotropic material parameters of matrix and fiber stiffness were estimated within each individual subdomain using an inverse mechanics approach by minimizing the sum of the square of the residuals between the computational and experimental displacement fields. The mean and maximum error in displacement across all subdomains were 8.9 ± 3.0 μm and 13.2 μm, respectively. The full pressure-inflation forward mechanics experiment was done using subdomain-specific mechanical properties on the entire scleral surface. The proposed approach is effective in determining the distribution of heterogeneous mechanical properties of the human sclera in a user-independent manner. Our research group is currently utilizing this approach to better elucidate how scleral stiffness influences those at high risk for POAG. Frontiers Media S.A. 2019-05-31 /pmc/articles/PMC6554536/ /pubmed/31214585 http://dx.doi.org/10.3389/fbioe.2019.00129 Text en Copyright © 2019 Kollech, Ayyalasomayajula, Behkam, Tamimi, Furdella, Drewry and Vande Geest. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Bioengineering and Biotechnology Kollech, Hirut G. Ayyalasomayajula, Avinash Behkam, Reza Tamimi, Ehab Furdella, Kenneth Drewry, Michelle Vande Geest, Jonathan P. A Subdomain Method for Mapping the Heterogeneous Mechanical Properties of the Human Posterior Sclera |
title | A Subdomain Method for Mapping the Heterogeneous Mechanical Properties of the Human Posterior Sclera |
title_full | A Subdomain Method for Mapping the Heterogeneous Mechanical Properties of the Human Posterior Sclera |
title_fullStr | A Subdomain Method for Mapping the Heterogeneous Mechanical Properties of the Human Posterior Sclera |
title_full_unstemmed | A Subdomain Method for Mapping the Heterogeneous Mechanical Properties of the Human Posterior Sclera |
title_short | A Subdomain Method for Mapping the Heterogeneous Mechanical Properties of the Human Posterior Sclera |
title_sort | subdomain method for mapping the heterogeneous mechanical properties of the human posterior sclera |
topic | Bioengineering and Biotechnology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6554536/ https://www.ncbi.nlm.nih.gov/pubmed/31214585 http://dx.doi.org/10.3389/fbioe.2019.00129 |
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