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Quantifying the Role of Stochasticity in the Development of Autoimmune Disease
In this paper, we propose and analyse a mathematical model for the onset and development of autoimmune disease, with particular attention to stochastic effects in the dynamics. Stability analysis yields parameter regions associated with normal cell homeostasis, or sustained periodic oscillations. Va...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7226790/ https://www.ncbi.nlm.nih.gov/pubmed/32252308 http://dx.doi.org/10.3390/cells9040860 |
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author | Nicholson, Lindsay B. Blyuss, Konstantin B. Fatehi, Farzad |
author_facet | Nicholson, Lindsay B. Blyuss, Konstantin B. Fatehi, Farzad |
author_sort | Nicholson, Lindsay B. |
collection | PubMed |
description | In this paper, we propose and analyse a mathematical model for the onset and development of autoimmune disease, with particular attention to stochastic effects in the dynamics. Stability analysis yields parameter regions associated with normal cell homeostasis, or sustained periodic oscillations. Variance of these oscillations and the effects of stochastic amplification are also explored. Theoretical results are complemented by experiments, in which experimental autoimmune uveoretinitis (EAU) was induced in B10.RIII and C57BL/6 mice. For both cases, we discuss peculiarities of disease development, the levels of variation in T cell populations in a population of genetically identical organisms, as well as a comparison with model outputs. |
format | Online Article Text |
id | pubmed-7226790 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-72267902020-05-18 Quantifying the Role of Stochasticity in the Development of Autoimmune Disease Nicholson, Lindsay B. Blyuss, Konstantin B. Fatehi, Farzad Cells Article In this paper, we propose and analyse a mathematical model for the onset and development of autoimmune disease, with particular attention to stochastic effects in the dynamics. Stability analysis yields parameter regions associated with normal cell homeostasis, or sustained periodic oscillations. Variance of these oscillations and the effects of stochastic amplification are also explored. Theoretical results are complemented by experiments, in which experimental autoimmune uveoretinitis (EAU) was induced in B10.RIII and C57BL/6 mice. For both cases, we discuss peculiarities of disease development, the levels of variation in T cell populations in a population of genetically identical organisms, as well as a comparison with model outputs. MDPI 2020-04-02 /pmc/articles/PMC7226790/ /pubmed/32252308 http://dx.doi.org/10.3390/cells9040860 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Nicholson, Lindsay B. Blyuss, Konstantin B. Fatehi, Farzad Quantifying the Role of Stochasticity in the Development of Autoimmune Disease |
title | Quantifying the Role of Stochasticity in the Development of Autoimmune Disease |
title_full | Quantifying the Role of Stochasticity in the Development of Autoimmune Disease |
title_fullStr | Quantifying the Role of Stochasticity in the Development of Autoimmune Disease |
title_full_unstemmed | Quantifying the Role of Stochasticity in the Development of Autoimmune Disease |
title_short | Quantifying the Role of Stochasticity in the Development of Autoimmune Disease |
title_sort | quantifying the role of stochasticity in the development of autoimmune disease |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7226790/ https://www.ncbi.nlm.nih.gov/pubmed/32252308 http://dx.doi.org/10.3390/cells9040860 |
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