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Homogenisation for the monodomain model in the presence of microscopic fibrotic structures
Computational models in cardiac electrophysiology are notorious for long runtimes, restricting the numbers of nodes and mesh elements in the numerical discretisations used for their solution. This makes it particularly challenging to incorporate structural heterogeneities on small spatial scales, pr...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Center for Nonlinear Science, Peking University
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10124103/ https://www.ncbi.nlm.nih.gov/pubmed/37113591 http://dx.doi.org/10.1016/j.cnsns.2022.106794 |
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author | Lawson, Brodie A.J. dos Santos, Rodrigo Weber Turner, Ian W. Bueno-Orovio, Alfonso Burrage, Pamela Burrage, Kevin |
author_facet | Lawson, Brodie A.J. dos Santos, Rodrigo Weber Turner, Ian W. Bueno-Orovio, Alfonso Burrage, Pamela Burrage, Kevin |
author_sort | Lawson, Brodie A.J. |
collection | PubMed |
description | Computational models in cardiac electrophysiology are notorious for long runtimes, restricting the numbers of nodes and mesh elements in the numerical discretisations used for their solution. This makes it particularly challenging to incorporate structural heterogeneities on small spatial scales, preventing a full understanding of the critical arrhythmogenic effects of conditions such as cardiac fibrosis. In this work, we explore the technique of homogenisation by volume averaging for the inclusion of non-conductive micro-structures into larger-scale cardiac meshes with minor computational overhead. Importantly, our approach is not restricted to periodic patterns, enabling homogenised models to represent, for example, the intricate patterns of collagen deposition present in different types of fibrosis. We first highlight the importance of appropriate boundary condition choice for the closure problems that define the parameters of homogenised models. Then, we demonstrate the technique’s ability to correctly upscale the effects of fibrotic patterns with a spatial resolution of [Formula: see text] into much larger numerical mesh sizes of 100- [Formula: see text]. The homogenised models using these coarser meshes correctly predict critical pro-arrhythmic effects of fibrosis, including slowed conduction, source/sink mismatch, and stabilisation of re-entrant activation patterns. As such, this approach to homogenisation represents a significant step towards whole organ simulations that unravel the effects of microscopic cardiac tissue heterogeneities. |
format | Online Article Text |
id | pubmed-10124103 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Center for Nonlinear Science, Peking University |
record_format | MEDLINE/PubMed |
spelling | pubmed-101241032023-04-25 Homogenisation for the monodomain model in the presence of microscopic fibrotic structures Lawson, Brodie A.J. dos Santos, Rodrigo Weber Turner, Ian W. Bueno-Orovio, Alfonso Burrage, Pamela Burrage, Kevin Commun Nonlinear Sci Numer Simul Research Paper Computational models in cardiac electrophysiology are notorious for long runtimes, restricting the numbers of nodes and mesh elements in the numerical discretisations used for their solution. This makes it particularly challenging to incorporate structural heterogeneities on small spatial scales, preventing a full understanding of the critical arrhythmogenic effects of conditions such as cardiac fibrosis. In this work, we explore the technique of homogenisation by volume averaging for the inclusion of non-conductive micro-structures into larger-scale cardiac meshes with minor computational overhead. Importantly, our approach is not restricted to periodic patterns, enabling homogenised models to represent, for example, the intricate patterns of collagen deposition present in different types of fibrosis. We first highlight the importance of appropriate boundary condition choice for the closure problems that define the parameters of homogenised models. Then, we demonstrate the technique’s ability to correctly upscale the effects of fibrotic patterns with a spatial resolution of [Formula: see text] into much larger numerical mesh sizes of 100- [Formula: see text]. The homogenised models using these coarser meshes correctly predict critical pro-arrhythmic effects of fibrosis, including slowed conduction, source/sink mismatch, and stabilisation of re-entrant activation patterns. As such, this approach to homogenisation represents a significant step towards whole organ simulations that unravel the effects of microscopic cardiac tissue heterogeneities. Center for Nonlinear Science, Peking University 2023-01 /pmc/articles/PMC10124103/ /pubmed/37113591 http://dx.doi.org/10.1016/j.cnsns.2022.106794 Text en © 2022 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Research Paper Lawson, Brodie A.J. dos Santos, Rodrigo Weber Turner, Ian W. Bueno-Orovio, Alfonso Burrage, Pamela Burrage, Kevin Homogenisation for the monodomain model in the presence of microscopic fibrotic structures |
title | Homogenisation for the monodomain model in the presence of microscopic fibrotic structures |
title_full | Homogenisation for the monodomain model in the presence of microscopic fibrotic structures |
title_fullStr | Homogenisation for the monodomain model in the presence of microscopic fibrotic structures |
title_full_unstemmed | Homogenisation for the monodomain model in the presence of microscopic fibrotic structures |
title_short | Homogenisation for the monodomain model in the presence of microscopic fibrotic structures |
title_sort | homogenisation for the monodomain model in the presence of microscopic fibrotic structures |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10124103/ https://www.ncbi.nlm.nih.gov/pubmed/37113591 http://dx.doi.org/10.1016/j.cnsns.2022.106794 |
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