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Excitable dynamics of flares and relapses in autoimmune diseases

Many autoimmune disorders exhibit flares in which symptoms erupt and then decline, as exemplified by multiple sclerosis (MS) in its relapsing-remitting form. Existing mathematical models of autoimmune flares often assume regular oscillations, failing to capture the stochastic and non-periodic nature...

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Detalles Bibliográficos
Autores principales: Lebel, Yael, Milo, Tomer, Bar, Alon, Mayo, Avi, Alon, Uri
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10616393/
https://www.ncbi.nlm.nih.gov/pubmed/37915612
http://dx.doi.org/10.1016/j.isci.2023.108084
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author Lebel, Yael
Milo, Tomer
Bar, Alon
Mayo, Avi
Alon, Uri
author_facet Lebel, Yael
Milo, Tomer
Bar, Alon
Mayo, Avi
Alon, Uri
author_sort Lebel, Yael
collection PubMed
description Many autoimmune disorders exhibit flares in which symptoms erupt and then decline, as exemplified by multiple sclerosis (MS) in its relapsing-remitting form. Existing mathematical models of autoimmune flares often assume regular oscillations, failing to capture the stochastic and non-periodic nature of flare-ups. We suggest that autoimmune flares are driven by excitable dynamics triggered by stochastic events auch as stress, infection and other factors. Our minimal model, involving autoreactive and regulatory T-cells, demonstrates this concept. Autoimmune response initiates antigen-induced expansion through positive feedback, while regulatory cells counter the autoreactive cells through negative feedback. The model explains the decrease in MS relapses during pregnancy and the subsequent surge postpartum, based on lymphocyte dynamics. Additionally, it identifies potential therapeutic targets, predicting significant reduction in relapse rate from mild adjustments of regulatory T cell activity or production. These findings indicate that excitable dynamics may underlie flare-ups across various autoimmune disorders, potentially informing treatment strategies.
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spelling pubmed-106163932023-11-01 Excitable dynamics of flares and relapses in autoimmune diseases Lebel, Yael Milo, Tomer Bar, Alon Mayo, Avi Alon, Uri iScience Article Many autoimmune disorders exhibit flares in which symptoms erupt and then decline, as exemplified by multiple sclerosis (MS) in its relapsing-remitting form. Existing mathematical models of autoimmune flares often assume regular oscillations, failing to capture the stochastic and non-periodic nature of flare-ups. We suggest that autoimmune flares are driven by excitable dynamics triggered by stochastic events auch as stress, infection and other factors. Our minimal model, involving autoreactive and regulatory T-cells, demonstrates this concept. Autoimmune response initiates antigen-induced expansion through positive feedback, while regulatory cells counter the autoreactive cells through negative feedback. The model explains the decrease in MS relapses during pregnancy and the subsequent surge postpartum, based on lymphocyte dynamics. Additionally, it identifies potential therapeutic targets, predicting significant reduction in relapse rate from mild adjustments of regulatory T cell activity or production. These findings indicate that excitable dynamics may underlie flare-ups across various autoimmune disorders, potentially informing treatment strategies. Elsevier 2023-09-27 /pmc/articles/PMC10616393/ /pubmed/37915612 http://dx.doi.org/10.1016/j.isci.2023.108084 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Lebel, Yael
Milo, Tomer
Bar, Alon
Mayo, Avi
Alon, Uri
Excitable dynamics of flares and relapses in autoimmune diseases
title Excitable dynamics of flares and relapses in autoimmune diseases
title_full Excitable dynamics of flares and relapses in autoimmune diseases
title_fullStr Excitable dynamics of flares and relapses in autoimmune diseases
title_full_unstemmed Excitable dynamics of flares and relapses in autoimmune diseases
title_short Excitable dynamics of flares and relapses in autoimmune diseases
title_sort excitable dynamics of flares and relapses in autoimmune diseases
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10616393/
https://www.ncbi.nlm.nih.gov/pubmed/37915612
http://dx.doi.org/10.1016/j.isci.2023.108084
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