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Finite deformation elastography of articular cartilage and biomaterials based on imaging and topology optimization
Tissues and engineered biomaterials exhibit exquisite local variation in stiffness that defines their function. Conventional elastography quantifies stiffness in soft (e.g. brain, liver) tissue, but robust quantification in stiff (e.g. musculoskeletal) tissues is challenging due to dissipation of hi...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7224212/ https://www.ncbi.nlm.nih.gov/pubmed/32409711 http://dx.doi.org/10.1038/s41598-020-64723-9 |
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author | Cai, Luyao Nauman, Eric A. Pedersen, Claus B. W. Neu, Corey P. |
author_facet | Cai, Luyao Nauman, Eric A. Pedersen, Claus B. W. Neu, Corey P. |
author_sort | Cai, Luyao |
collection | PubMed |
description | Tissues and engineered biomaterials exhibit exquisite local variation in stiffness that defines their function. Conventional elastography quantifies stiffness in soft (e.g. brain, liver) tissue, but robust quantification in stiff (e.g. musculoskeletal) tissues is challenging due to dissipation of high frequency shear waves. We describe new development of finite deformation elastography that utilizes magnetic resonance imaging of low frequency, physiological-level (large magnitude) displacements, coupled to an iterative topology optimization routine to investigate stiffness heterogeneity, including spatial gradients and inclusions. We reconstruct 2D and 3D stiffness distributions in bilayer agarose hydrogels and silicon materials that exhibit heterogeneous displacement/strain responses. We map stiffness in porcine and sheep articular cartilage deep within the bony articular joint space in situ for the first time. Elevated cartilage stiffness localized to the superficial zone is further related to collagen fiber compaction and loss of water content during cyclic loading, as assessed by independent T(2) measurements. We additionally describe technical challenges needed to achieve in vivo elastography measurements. Our results introduce new functional imaging biomarkers, which can be assessed nondestructively, with clinical potential to diagnose and track progression of disease in early stages, including osteoarthritis or tissue degeneration. |
format | Online Article Text |
id | pubmed-7224212 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-72242122020-05-20 Finite deformation elastography of articular cartilage and biomaterials based on imaging and topology optimization Cai, Luyao Nauman, Eric A. Pedersen, Claus B. W. Neu, Corey P. Sci Rep Article Tissues and engineered biomaterials exhibit exquisite local variation in stiffness that defines their function. Conventional elastography quantifies stiffness in soft (e.g. brain, liver) tissue, but robust quantification in stiff (e.g. musculoskeletal) tissues is challenging due to dissipation of high frequency shear waves. We describe new development of finite deformation elastography that utilizes magnetic resonance imaging of low frequency, physiological-level (large magnitude) displacements, coupled to an iterative topology optimization routine to investigate stiffness heterogeneity, including spatial gradients and inclusions. We reconstruct 2D and 3D stiffness distributions in bilayer agarose hydrogels and silicon materials that exhibit heterogeneous displacement/strain responses. We map stiffness in porcine and sheep articular cartilage deep within the bony articular joint space in situ for the first time. Elevated cartilage stiffness localized to the superficial zone is further related to collagen fiber compaction and loss of water content during cyclic loading, as assessed by independent T(2) measurements. We additionally describe technical challenges needed to achieve in vivo elastography measurements. Our results introduce new functional imaging biomarkers, which can be assessed nondestructively, with clinical potential to diagnose and track progression of disease in early stages, including osteoarthritis or tissue degeneration. Nature Publishing Group UK 2020-05-14 /pmc/articles/PMC7224212/ /pubmed/32409711 http://dx.doi.org/10.1038/s41598-020-64723-9 Text en © The Author(s) 2020 Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Cai, Luyao Nauman, Eric A. Pedersen, Claus B. W. Neu, Corey P. Finite deformation elastography of articular cartilage and biomaterials based on imaging and topology optimization |
title | Finite deformation elastography of articular cartilage and biomaterials based on imaging and topology optimization |
title_full | Finite deformation elastography of articular cartilage and biomaterials based on imaging and topology optimization |
title_fullStr | Finite deformation elastography of articular cartilage and biomaterials based on imaging and topology optimization |
title_full_unstemmed | Finite deformation elastography of articular cartilage and biomaterials based on imaging and topology optimization |
title_short | Finite deformation elastography of articular cartilage and biomaterials based on imaging and topology optimization |
title_sort | finite deformation elastography of articular cartilage and biomaterials based on imaging and topology optimization |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7224212/ https://www.ncbi.nlm.nih.gov/pubmed/32409711 http://dx.doi.org/10.1038/s41598-020-64723-9 |
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