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Pattern dynamics of the reaction-diffusion immune system
In this paper, we will investigate the effect of diffusion, which is ubiquitous in nature, on the immune system using a reaction-diffusion model in order to understand the dynamical behavior of complex patterns and control the dynamics of different patterns. Through control theory and linear stabili...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5791964/ https://www.ncbi.nlm.nih.gov/pubmed/29385145 http://dx.doi.org/10.1371/journal.pone.0190176 |
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author | Zheng, Qianqian Shen, Jianwei Wang, Zhijie |
author_facet | Zheng, Qianqian Shen, Jianwei Wang, Zhijie |
author_sort | Zheng, Qianqian |
collection | PubMed |
description | In this paper, we will investigate the effect of diffusion, which is ubiquitous in nature, on the immune system using a reaction-diffusion model in order to understand the dynamical behavior of complex patterns and control the dynamics of different patterns. Through control theory and linear stability analysis of local equilibrium, we obtain the optimal condition under which the system loses stability and a Turing pattern occurs. By combining mathematical analysis and numerical simulation, we show the possible patterns and how these patterns evolve. In addition, we establish a bridge between the complex patterns and the biological mechanism using the results from a previous study in Nature Cell Biology. The results in this paper can help us better understand the biological significance of the immune system. |
format | Online Article Text |
id | pubmed-5791964 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-57919642018-02-09 Pattern dynamics of the reaction-diffusion immune system Zheng, Qianqian Shen, Jianwei Wang, Zhijie PLoS One Research Article In this paper, we will investigate the effect of diffusion, which is ubiquitous in nature, on the immune system using a reaction-diffusion model in order to understand the dynamical behavior of complex patterns and control the dynamics of different patterns. Through control theory and linear stability analysis of local equilibrium, we obtain the optimal condition under which the system loses stability and a Turing pattern occurs. By combining mathematical analysis and numerical simulation, we show the possible patterns and how these patterns evolve. In addition, we establish a bridge between the complex patterns and the biological mechanism using the results from a previous study in Nature Cell Biology. The results in this paper can help us better understand the biological significance of the immune system. Public Library of Science 2018-01-31 /pmc/articles/PMC5791964/ /pubmed/29385145 http://dx.doi.org/10.1371/journal.pone.0190176 Text en © 2018 Zheng et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://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 Zheng, Qianqian Shen, Jianwei Wang, Zhijie Pattern dynamics of the reaction-diffusion immune system |
title | Pattern dynamics of the reaction-diffusion immune system |
title_full | Pattern dynamics of the reaction-diffusion immune system |
title_fullStr | Pattern dynamics of the reaction-diffusion immune system |
title_full_unstemmed | Pattern dynamics of the reaction-diffusion immune system |
title_short | Pattern dynamics of the reaction-diffusion immune system |
title_sort | pattern dynamics of the reaction-diffusion immune system |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5791964/ https://www.ncbi.nlm.nih.gov/pubmed/29385145 http://dx.doi.org/10.1371/journal.pone.0190176 |
work_keys_str_mv | AT zhengqianqian patterndynamicsofthereactiondiffusionimmunesystem AT shenjianwei patterndynamicsofthereactiondiffusionimmunesystem AT wangzhijie patterndynamicsofthereactiondiffusionimmunesystem |