Development of a Micromorphic (Multiscale) Material Model aimed at Cardiac Tissue Mechanics

Computational cardiac mechanics has historically relied on classical continuum models; however, classical models amalgamate the behaviour of a material's micro-constituents, and thus only approximate the macroscopically observable material behaviour as a purely averaged response that originated...

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Main Author: Dollery, Devin
Other Authors: Skatulla, Sebastian
Format: Dissertation
Language:English
Published: Faculty of Engineering and the Built Environment 2021
Subjects:
Online Access:http://hdl.handle.net/11427/32622
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spelling ndltd-netd.ac.za-oai-union.ndltd.org-uct-oai-localhost-11427-326222021-01-23T05:13:10Z Development of a Micromorphic (Multiscale) Material Model aimed at Cardiac Tissue Mechanics Dollery, Devin Skatulla, Sebastian Computational and Applied Mechanics Computational cardiac mechanics has historically relied on classical continuum models; however, classical models amalgamate the behaviour of a material's micro-constituents, and thus only approximate the macroscopically observable material behaviour as a purely averaged response that originated on micro-structural levels. As such, classical models do not directly and independently address the response of the cardiac tissue (myocardium) components, such as the muscle fibres (myocytes) or the hierarchically organized cytoskeleton. Multiscale continuum models have developed over time to account for some of the micro-architecture of a material, and allow for additional degrees of freedom in the continuum over classical models. The micromorphic continuum [15] is a multiscale model that contains additional degrees of freedom which lend themselves to the description of fibres, referred to as micro-directors. The micromorphic model has great potential to replicate certain characteristics of the myocardium in more detail. Specifically, the micromorphic micro-directors can represent the myocytes, thus allowing for non-affine relative deformations of the myocytes and the extracellular matrix (ECM) of tissue constraining the myocytes, which is not directly possible with classical models. A generalized micromorphic approach of Sansour [73, 74, 75] is explored in this study. Firstly, numerical examples are investigated and several novel proofs are devised to understand the behaviour of the micromorphic model with regards to numerical instabilities, micro-director displacements, and macro-traction vector contributions. An alternative micromorphic model is developed by the author for comparison against Sansour's model regarding the handling of micro-boundary conditions and other numerical artifacts. Secondly, Sansour's model is applied to cardiac modelling, whereby a macro-scale strain measure represents the deformation of the ECM of the tissue, a micro-scale strain measure represents the muscle fibres, and a third strain measure describes of the interaction of both constituents. Separate constitutive equations are developed to give unique stiffness responses to both the ECM and the myocytes. The micromorphic model is calibrated for cardiac tissue, first using triaxial shear experiments [80], and subsequently, to a pressure-volume relationship. The contribution of the micromorphic additional degrees of freedom to the various triaxial shear modes is quantified, and an analytical explanation is provided for differences in contributions. The passive filling phase of the heart cycle is investigated using a patient-specific left ventricle geometry supplied by the Cape Universities Body Imaging Centre (CUBIC) [38]. 2021-01-21T11:13:52Z 2021-01-21T11:13:52Z 2020_ 2021-01-21T08:48:49Z Master Thesis Masters MSc http://hdl.handle.net/11427/32622 eng application/pdf Faculty of Engineering and the Built Environment Centre for Research in Computational and Applied Mechanics (CERECAM)
collection NDLTD
language English
format Dissertation
sources NDLTD
topic Computational and Applied Mechanics
spellingShingle Computational and Applied Mechanics
Dollery, Devin
Development of a Micromorphic (Multiscale) Material Model aimed at Cardiac Tissue Mechanics
description Computational cardiac mechanics has historically relied on classical continuum models; however, classical models amalgamate the behaviour of a material's micro-constituents, and thus only approximate the macroscopically observable material behaviour as a purely averaged response that originated on micro-structural levels. As such, classical models do not directly and independently address the response of the cardiac tissue (myocardium) components, such as the muscle fibres (myocytes) or the hierarchically organized cytoskeleton. Multiscale continuum models have developed over time to account for some of the micro-architecture of a material, and allow for additional degrees of freedom in the continuum over classical models. The micromorphic continuum [15] is a multiscale model that contains additional degrees of freedom which lend themselves to the description of fibres, referred to as micro-directors. The micromorphic model has great potential to replicate certain characteristics of the myocardium in more detail. Specifically, the micromorphic micro-directors can represent the myocytes, thus allowing for non-affine relative deformations of the myocytes and the extracellular matrix (ECM) of tissue constraining the myocytes, which is not directly possible with classical models. A generalized micromorphic approach of Sansour [73, 74, 75] is explored in this study. Firstly, numerical examples are investigated and several novel proofs are devised to understand the behaviour of the micromorphic model with regards to numerical instabilities, micro-director displacements, and macro-traction vector contributions. An alternative micromorphic model is developed by the author for comparison against Sansour's model regarding the handling of micro-boundary conditions and other numerical artifacts. Secondly, Sansour's model is applied to cardiac modelling, whereby a macro-scale strain measure represents the deformation of the ECM of the tissue, a micro-scale strain measure represents the muscle fibres, and a third strain measure describes of the interaction of both constituents. Separate constitutive equations are developed to give unique stiffness responses to both the ECM and the myocytes. The micromorphic model is calibrated for cardiac tissue, first using triaxial shear experiments [80], and subsequently, to a pressure-volume relationship. The contribution of the micromorphic additional degrees of freedom to the various triaxial shear modes is quantified, and an analytical explanation is provided for differences in contributions. The passive filling phase of the heart cycle is investigated using a patient-specific left ventricle geometry supplied by the Cape Universities Body Imaging Centre (CUBIC) [38].
author2 Skatulla, Sebastian
author_facet Skatulla, Sebastian
Dollery, Devin
author Dollery, Devin
author_sort Dollery, Devin
title Development of a Micromorphic (Multiscale) Material Model aimed at Cardiac Tissue Mechanics
title_short Development of a Micromorphic (Multiscale) Material Model aimed at Cardiac Tissue Mechanics
title_full Development of a Micromorphic (Multiscale) Material Model aimed at Cardiac Tissue Mechanics
title_fullStr Development of a Micromorphic (Multiscale) Material Model aimed at Cardiac Tissue Mechanics
title_full_unstemmed Development of a Micromorphic (Multiscale) Material Model aimed at Cardiac Tissue Mechanics
title_sort development of a micromorphic (multiscale) material model aimed at cardiac tissue mechanics
publisher Faculty of Engineering and the Built Environment
publishDate 2021
url http://hdl.handle.net/11427/32622
work_keys_str_mv AT dollerydevin developmentofamicromorphicmultiscalematerialmodelaimedatcardiactissuemechanics
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