Mathematical modelling of oscillating patterns for chronic autoimmune diseases

Detalhes bibliográficos
Autor(a) principal: Della Marca, Rossella
Data de Publicação: 2022
Outros Autores: Ramos, M. P. Machado, Ribeiro, Carolina, Soares, A. J.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://hdl.handle.net/1822/88147
Resumo: Many autoimmune diseases are chronic in nature, so that in general patients experience periods of recurrence and remission of the symptoms characterizing their specific autoimmune ailment. In order to describe this very important feature of autoimmunity, we construct a mathematical model of kinetic type describing the immune system cellular interactions in the context of autoimmunity exhibiting recurrent dynamics. The model equations constitute a non-linear system of integro-di_erential equations with quadratic terms that describe the interactions between self-antigen presenting cells, self-reactive T cells and immunosuppressive cells. We consider a constant input of self-antigen presenting cells, due to external environmental factors that are believed to trigger autoimmunity in people with predisposition for this condition. We also consider the natural death of all cell populations involved in our model, caused by their interaction with cells of the host environment. We derive the macroscopic analogue and show positivity and well-posedness ofthe solution, and then we study the equilibria of the corresponding dynamical system and their stability properties. By applying dynamical system theory, we prove that steady oscillations may arise due to the occurrence of a Hopf bifurcation. We perform some numerical simulations for our model, and we observe a recurrent pattern in the solutions of both the kinetic description and its macroscopic analogue, which leads us to conclude that this model is able to capture the chronic behaviour of many autoimmune diseases.
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spelling Mathematical modelling of oscillating patterns for chronic autoimmune diseasesMathematical biologyKinetic theoryAutoimmune diseasesCellular interactionsDynamical systemsHopf bifurcationScience & TechnologyMany autoimmune diseases are chronic in nature, so that in general patients experience periods of recurrence and remission of the symptoms characterizing their specific autoimmune ailment. In order to describe this very important feature of autoimmunity, we construct a mathematical model of kinetic type describing the immune system cellular interactions in the context of autoimmunity exhibiting recurrent dynamics. The model equations constitute a non-linear system of integro-di_erential equations with quadratic terms that describe the interactions between self-antigen presenting cells, self-reactive T cells and immunosuppressive cells. We consider a constant input of self-antigen presenting cells, due to external environmental factors that are believed to trigger autoimmunity in people with predisposition for this condition. We also consider the natural death of all cell populations involved in our model, caused by their interaction with cells of the host environment. We derive the macroscopic analogue and show positivity and well-posedness ofthe solution, and then we study the equilibria of the corresponding dynamical system and their stability properties. By applying dynamical system theory, we prove that steady oscillations may arise due to the occurrence of a Hopf bifurcation. We perform some numerical simulations for our model, and we observe a recurrent pattern in the solutions of both the kinetic description and its macroscopic analogue, which leads us to conclude that this model is able to capture the chronic behaviour of many autoimmune diseases.This work is partially supported by the Portuguese FCT Projects UIDB/00013/2020 and UIDP/00013/2020 of CMAT-UM.WileyUniversidade do MinhoDella Marca, RossellaRamos, M. P. MachadoRibeiro, CarolinaSoares, A. J.20222022-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/1822/88147eng0935-117510.1002/mma.8229https://onlinelibrary.wiley.com/doi/full/10.1002/mma.8229info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-01-20T01:20:46Zoai:repositorium.sdum.uminho.pt:1822/88147Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T01:52:16.170024Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Mathematical modelling of oscillating patterns for chronic autoimmune diseases
title Mathematical modelling of oscillating patterns for chronic autoimmune diseases
spellingShingle Mathematical modelling of oscillating patterns for chronic autoimmune diseases
Della Marca, Rossella
Mathematical biology
Kinetic theory
Autoimmune diseases
Cellular interactions
Dynamical systems
Hopf bifurcation
Science & Technology
title_short Mathematical modelling of oscillating patterns for chronic autoimmune diseases
title_full Mathematical modelling of oscillating patterns for chronic autoimmune diseases
title_fullStr Mathematical modelling of oscillating patterns for chronic autoimmune diseases
title_full_unstemmed Mathematical modelling of oscillating patterns for chronic autoimmune diseases
title_sort Mathematical modelling of oscillating patterns for chronic autoimmune diseases
author Della Marca, Rossella
author_facet Della Marca, Rossella
Ramos, M. P. Machado
Ribeiro, Carolina
Soares, A. J.
author_role author
author2 Ramos, M. P. Machado
Ribeiro, Carolina
Soares, A. J.
author2_role author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Della Marca, Rossella
Ramos, M. P. Machado
Ribeiro, Carolina
Soares, A. J.
dc.subject.por.fl_str_mv Mathematical biology
Kinetic theory
Autoimmune diseases
Cellular interactions
Dynamical systems
Hopf bifurcation
Science & Technology
topic Mathematical biology
Kinetic theory
Autoimmune diseases
Cellular interactions
Dynamical systems
Hopf bifurcation
Science & Technology
description Many autoimmune diseases are chronic in nature, so that in general patients experience periods of recurrence and remission of the symptoms characterizing their specific autoimmune ailment. In order to describe this very important feature of autoimmunity, we construct a mathematical model of kinetic type describing the immune system cellular interactions in the context of autoimmunity exhibiting recurrent dynamics. The model equations constitute a non-linear system of integro-di_erential equations with quadratic terms that describe the interactions between self-antigen presenting cells, self-reactive T cells and immunosuppressive cells. We consider a constant input of self-antigen presenting cells, due to external environmental factors that are believed to trigger autoimmunity in people with predisposition for this condition. We also consider the natural death of all cell populations involved in our model, caused by their interaction with cells of the host environment. We derive the macroscopic analogue and show positivity and well-posedness ofthe solution, and then we study the equilibria of the corresponding dynamical system and their stability properties. By applying dynamical system theory, we prove that steady oscillations may arise due to the occurrence of a Hopf bifurcation. We perform some numerical simulations for our model, and we observe a recurrent pattern in the solutions of both the kinetic description and its macroscopic analogue, which leads us to conclude that this model is able to capture the chronic behaviour of many autoimmune diseases.
publishDate 2022
dc.date.none.fl_str_mv 2022
2022-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
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dc.identifier.uri.fl_str_mv https://hdl.handle.net/1822/88147
url https://hdl.handle.net/1822/88147
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 0935-1175
10.1002/mma.8229
https://onlinelibrary.wiley.com/doi/full/10.1002/mma.8229
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dc.publisher.none.fl_str_mv Wiley
publisher.none.fl_str_mv Wiley
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