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Pacemaking function of two simplified cell models

Simplified nonlinear models of biological cells are widely used in computational electrophysiology. The models reproduce qualitatively many of the characteristics of various organs, such as the heart, brain, and intestine. In contrast to complex cellular ion-channel models, the simplified models usu...

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Autores principales: Ryzhii, Maxim, Ryzhii, Elena
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9000119/
https://www.ncbi.nlm.nih.gov/pubmed/35404982
http://dx.doi.org/10.1371/journal.pone.0257935
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author Ryzhii, Maxim
Ryzhii, Elena
author_facet Ryzhii, Maxim
Ryzhii, Elena
author_sort Ryzhii, Maxim
collection PubMed
description Simplified nonlinear models of biological cells are widely used in computational electrophysiology. The models reproduce qualitatively many of the characteristics of various organs, such as the heart, brain, and intestine. In contrast to complex cellular ion-channel models, the simplified models usually contain a small number of variables and parameters, which facilitates nonlinear analysis and reduces computational load. In this paper, we consider pacemaking variants of the Aliev-Panfilov and Corrado two-variable excitable cell models. We conducted a numerical simulation study of these models and investigated the main nonlinear dynamic features of both isolated cells and 1D coupled pacemaker-excitable systems. Simulations of the 2D sinoatrial node and 3D intestine tissue as application examples of combined pacemaker-excitable systems demonstrated results similar to obtained previously. The uniform formulation for the conventional excitable cell models and proposed pacemaker models allows a convenient and easy implementation for the construction of personalized physiological models, inverse tissue modeling, and development of real-time simulation systems for various organs that contain both pacemaker and excitable cells.
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spelling pubmed-90001192022-04-12 Pacemaking function of two simplified cell models Ryzhii, Maxim Ryzhii, Elena PLoS One Research Article Simplified nonlinear models of biological cells are widely used in computational electrophysiology. The models reproduce qualitatively many of the characteristics of various organs, such as the heart, brain, and intestine. In contrast to complex cellular ion-channel models, the simplified models usually contain a small number of variables and parameters, which facilitates nonlinear analysis and reduces computational load. In this paper, we consider pacemaking variants of the Aliev-Panfilov and Corrado two-variable excitable cell models. We conducted a numerical simulation study of these models and investigated the main nonlinear dynamic features of both isolated cells and 1D coupled pacemaker-excitable systems. Simulations of the 2D sinoatrial node and 3D intestine tissue as application examples of combined pacemaker-excitable systems demonstrated results similar to obtained previously. The uniform formulation for the conventional excitable cell models and proposed pacemaker models allows a convenient and easy implementation for the construction of personalized physiological models, inverse tissue modeling, and development of real-time simulation systems for various organs that contain both pacemaker and excitable cells. Public Library of Science 2022-04-11 /pmc/articles/PMC9000119/ /pubmed/35404982 http://dx.doi.org/10.1371/journal.pone.0257935 Text en © 2022 Ryzhii, Ryzhii https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Ryzhii, Maxim
Ryzhii, Elena
Pacemaking function of two simplified cell models
title Pacemaking function of two simplified cell models
title_full Pacemaking function of two simplified cell models
title_fullStr Pacemaking function of two simplified cell models
title_full_unstemmed Pacemaking function of two simplified cell models
title_short Pacemaking function of two simplified cell models
title_sort pacemaking function of two simplified cell models
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9000119/
https://www.ncbi.nlm.nih.gov/pubmed/35404982
http://dx.doi.org/10.1371/journal.pone.0257935
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