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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...

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Autores principales: Lawson, Brodie A.J., dos Santos, Rodrigo Weber, Turner, Ian W., Bueno-Orovio, Alfonso, Burrage, Pamela, Burrage, Kevin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Center for Nonlinear Science, Peking University 2023
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.
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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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