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Computational Modeling and Numerical Methods for Spatiotemporal Calcium Cycling in Ventricular Myocytes
Intracellular calcium (Ca) cycling dynamics in cardiac myocytes is regulated by a complex network of spatially distributed organelles, such as sarcoplasmic reticulum (SR), mitochondria, and myofibrils. In this study, we present a mathematical model of intracellular Ca cycling and numerical and compu...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Research Foundation
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3346978/ https://www.ncbi.nlm.nih.gov/pubmed/22586402 http://dx.doi.org/10.3389/fphys.2012.00114 |
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author | Nivala, Michael de Lange, Enno Rovetti, Robert Qu, Zhilin |
author_facet | Nivala, Michael de Lange, Enno Rovetti, Robert Qu, Zhilin |
author_sort | Nivala, Michael |
collection | PubMed |
description | Intracellular calcium (Ca) cycling dynamics in cardiac myocytes is regulated by a complex network of spatially distributed organelles, such as sarcoplasmic reticulum (SR), mitochondria, and myofibrils. In this study, we present a mathematical model of intracellular Ca cycling and numerical and computational methods for computer simulations. The model consists of a coupled Ca release unit (CRU) network, which includes a SR domain and a myoplasm domain. Each CRU contains 10 L-type Ca channels and 100 ryanodine receptor channels, with individual channels simulated stochastically using a variant of Gillespie’s method, modified here to handle time-dependent transition rates. Both the SR domain and the myoplasm domain in each CRU are modeled by 5 × 5 × 5 voxels to maintain proper Ca diffusion. Advanced numerical algorithms implemented on graphical processing units were used for fast computational simulations. For a myocyte containing 100 × 20 × 10 CRUs, a 1-s heart time simulation takes about 10 min of machine time on a single NVIDIA Tesla C2050. Examples of simulated Ca cycling dynamics, such as Ca sparks, Ca waves, and Ca alternans, are shown. |
format | Online Article Text |
id | pubmed-3346978 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Frontiers Research Foundation |
record_format | MEDLINE/PubMed |
spelling | pubmed-33469782012-05-14 Computational Modeling and Numerical Methods for Spatiotemporal Calcium Cycling in Ventricular Myocytes Nivala, Michael de Lange, Enno Rovetti, Robert Qu, Zhilin Front Physiol Physiology Intracellular calcium (Ca) cycling dynamics in cardiac myocytes is regulated by a complex network of spatially distributed organelles, such as sarcoplasmic reticulum (SR), mitochondria, and myofibrils. In this study, we present a mathematical model of intracellular Ca cycling and numerical and computational methods for computer simulations. The model consists of a coupled Ca release unit (CRU) network, which includes a SR domain and a myoplasm domain. Each CRU contains 10 L-type Ca channels and 100 ryanodine receptor channels, with individual channels simulated stochastically using a variant of Gillespie’s method, modified here to handle time-dependent transition rates. Both the SR domain and the myoplasm domain in each CRU are modeled by 5 × 5 × 5 voxels to maintain proper Ca diffusion. Advanced numerical algorithms implemented on graphical processing units were used for fast computational simulations. For a myocyte containing 100 × 20 × 10 CRUs, a 1-s heart time simulation takes about 10 min of machine time on a single NVIDIA Tesla C2050. Examples of simulated Ca cycling dynamics, such as Ca sparks, Ca waves, and Ca alternans, are shown. Frontiers Research Foundation 2012-05-08 /pmc/articles/PMC3346978/ /pubmed/22586402 http://dx.doi.org/10.3389/fphys.2012.00114 Text en Copyright © 2012 Nivala, de Lange, Rovetti and Qu. http://www.frontiersin.org/licenseagreement This is an open-access article distributed under the terms of the Creative Commons Attribution Non Commercial License, which permits non-commercial use, distribution, and reproduction in other forums, provided the original authors and source are credited. |
spellingShingle | Physiology Nivala, Michael de Lange, Enno Rovetti, Robert Qu, Zhilin Computational Modeling and Numerical Methods for Spatiotemporal Calcium Cycling in Ventricular Myocytes |
title | Computational Modeling and Numerical Methods for Spatiotemporal Calcium Cycling in Ventricular Myocytes |
title_full | Computational Modeling and Numerical Methods for Spatiotemporal Calcium Cycling in Ventricular Myocytes |
title_fullStr | Computational Modeling and Numerical Methods for Spatiotemporal Calcium Cycling in Ventricular Myocytes |
title_full_unstemmed | Computational Modeling and Numerical Methods for Spatiotemporal Calcium Cycling in Ventricular Myocytes |
title_short | Computational Modeling and Numerical Methods for Spatiotemporal Calcium Cycling in Ventricular Myocytes |
title_sort | computational modeling and numerical methods for spatiotemporal calcium cycling in ventricular myocytes |
topic | Physiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3346978/ https://www.ncbi.nlm.nih.gov/pubmed/22586402 http://dx.doi.org/10.3389/fphys.2012.00114 |
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