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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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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. |
format | Online Article Text |
id | pubmed-10616393 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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