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A Stochastic Chemical Dynamic Approach to Correlate Autoimmunity and Optimal Vitamin-D Range
Motivated by several recent experimental observations that vitamin-D could interact with antigen presenting cells (APCs) and T-lymphocyte cells (T-cells) to promote and to regulate different stages of immune response, we developed a coarse grained but general kinetic model in an attempt to capture t...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4074107/ https://www.ncbi.nlm.nih.gov/pubmed/24971516 http://dx.doi.org/10.1371/journal.pone.0100635 |
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author | Roy, Susmita Shrinivas, Krishna Bagchi, Biman |
author_facet | Roy, Susmita Shrinivas, Krishna Bagchi, Biman |
author_sort | Roy, Susmita |
collection | PubMed |
description | Motivated by several recent experimental observations that vitamin-D could interact with antigen presenting cells (APCs) and T-lymphocyte cells (T-cells) to promote and to regulate different stages of immune response, we developed a coarse grained but general kinetic model in an attempt to capture the role of vitamin-D in immunomodulatory responses. Our kinetic model, developed using the ideas of chemical network theory, leads to a system of nine coupled equations that we solve both by direct and by stochastic (Gillespie) methods. Both the analyses consistently provide detail information on the dependence of immune response to the variation of critical rate parameters. We find that although vitamin-D plays a negligible role in the initial immune response, it exerts a profound influence in the long term, especially in helping the system to achieve a new, stable steady state. The study explores the role of vitamin-D in preserving an observed bistability in the phase diagram (spanned by system parameters) of immune regulation, thus allowing the response to tolerate a wide range of pathogenic stimulation which could help in resisting autoimmune diseases. We also study how vitamin-D affects the time dependent population of dendritic cells that connect between innate and adaptive immune responses. Variations in dose dependent response of anti-inflammatory and pro-inflammatory T-cell populations to vitamin-D correlate well with recent experimental results. Our kinetic model allows for an estimation of the range of optimum level of vitamin-D required for smooth functioning of the immune system and for control of both hyper-regulation and inflammation. Most importantly, the present study reveals that an overdose or toxic level of vitamin-D or any steroid analogue could give rise to too large a tolerant response, leading to an inefficacy in adaptive immune function. |
format | Online Article Text |
id | pubmed-4074107 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-40741072014-07-02 A Stochastic Chemical Dynamic Approach to Correlate Autoimmunity and Optimal Vitamin-D Range Roy, Susmita Shrinivas, Krishna Bagchi, Biman PLoS One Research Article Motivated by several recent experimental observations that vitamin-D could interact with antigen presenting cells (APCs) and T-lymphocyte cells (T-cells) to promote and to regulate different stages of immune response, we developed a coarse grained but general kinetic model in an attempt to capture the role of vitamin-D in immunomodulatory responses. Our kinetic model, developed using the ideas of chemical network theory, leads to a system of nine coupled equations that we solve both by direct and by stochastic (Gillespie) methods. Both the analyses consistently provide detail information on the dependence of immune response to the variation of critical rate parameters. We find that although vitamin-D plays a negligible role in the initial immune response, it exerts a profound influence in the long term, especially in helping the system to achieve a new, stable steady state. The study explores the role of vitamin-D in preserving an observed bistability in the phase diagram (spanned by system parameters) of immune regulation, thus allowing the response to tolerate a wide range of pathogenic stimulation which could help in resisting autoimmune diseases. We also study how vitamin-D affects the time dependent population of dendritic cells that connect between innate and adaptive immune responses. Variations in dose dependent response of anti-inflammatory and pro-inflammatory T-cell populations to vitamin-D correlate well with recent experimental results. Our kinetic model allows for an estimation of the range of optimum level of vitamin-D required for smooth functioning of the immune system and for control of both hyper-regulation and inflammation. Most importantly, the present study reveals that an overdose or toxic level of vitamin-D or any steroid analogue could give rise to too large a tolerant response, leading to an inefficacy in adaptive immune function. Public Library of Science 2014-06-27 /pmc/articles/PMC4074107/ /pubmed/24971516 http://dx.doi.org/10.1371/journal.pone.0100635 Text en © 2014 Roy 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, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Roy, Susmita Shrinivas, Krishna Bagchi, Biman A Stochastic Chemical Dynamic Approach to Correlate Autoimmunity and Optimal Vitamin-D Range |
title | A Stochastic Chemical Dynamic Approach to Correlate Autoimmunity and Optimal Vitamin-D Range |
title_full | A Stochastic Chemical Dynamic Approach to Correlate Autoimmunity and Optimal Vitamin-D Range |
title_fullStr | A Stochastic Chemical Dynamic Approach to Correlate Autoimmunity and Optimal Vitamin-D Range |
title_full_unstemmed | A Stochastic Chemical Dynamic Approach to Correlate Autoimmunity and Optimal Vitamin-D Range |
title_short | A Stochastic Chemical Dynamic Approach to Correlate Autoimmunity and Optimal Vitamin-D Range |
title_sort | stochastic chemical dynamic approach to correlate autoimmunity and optimal vitamin-d range |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4074107/ https://www.ncbi.nlm.nih.gov/pubmed/24971516 http://dx.doi.org/10.1371/journal.pone.0100635 |
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