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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...

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Detalles Bibliográficos
Autores principales: Nicholson, Lindsay B., Blyuss, Konstantin B., Fatehi, Farzad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
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.
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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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