A kinetic model of T cell autoreactivity in autoimmune diseases

Detalhes bibliográficos
Autor(a) principal: Ramos, M. P. Machado
Data de Publicação: 2019
Outros Autores: 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/1822/62383
Resumo: We construct a mathematical model of kinetic type in order to describe the immune system interactions in the context of autoimmune disease. The interacting populations are self-antigen presenting cells, self-reactive T cells and the set of immunosuppressive cells consisting of regulatory T cells and NaturalKiller cells. The main aim of our work is to develop a qualitative analysis of the model equations and investigate the existence of biologically realistic solutions. Having this goal in mind we describe the interactions between cells during an autoimmune reaction based on biological considerations that are given in the literature and we show that the corresponding system of integro-differential equations has finite positive solutions. The asymptotic behaviour of the solution of the system is also studied. We complement our mathematical analysis with numerical simulations that study the sensitivity of the model to parameters related to proliferation of immunosuppressive cells, destruction of self-antigen presenting cells and self-reactive T cells and tolerance of SRTCs to self-antigens.
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spelling A kinetic model of T cell autoreactivity in autoimmune diseasesMathematical biologyModellingKinetic theoryAutoimmune diseasesCellular interactionsNon-linear ODE’s82C4092B0597M6034A34Ciências Naturais::MatemáticasScience & TechnologyWe construct a mathematical model of kinetic type in order to describe the immune system interactions in the context of autoimmune disease. The interacting populations are self-antigen presenting cells, self-reactive T cells and the set of immunosuppressive cells consisting of regulatory T cells and NaturalKiller cells. The main aim of our work is to develop a qualitative analysis of the model equations and investigate the existence of biologically realistic solutions. Having this goal in mind we describe the interactions between cells during an autoimmune reaction based on biological considerations that are given in the literature and we show that the corresponding system of integro-differential equations has finite positive solutions. The asymptotic behaviour of the solution of the system is also studied. We complement our mathematical analysis with numerical simulations that study the sensitivity of the model to parameters related to proliferation of immunosuppressive cells, destruction of self-antigen presenting cells and self-reactive T cells and tolerance of SRTCs to self-antigens.FCT -Fundação para a Ciência e a Tecnologia (UID/MAT/00013/2013)SpringerUniversidade do MinhoRamos, M. P. MachadoRibeiro, CarolinaSoares, A. J.2019-122019-12-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/1822/62383eng0303-68121432-141610.1007/s00285-019-01418-431501944http://link.springer.com/article/10.1007/s00285-019-01418-4info: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:RCAAP2023-07-21T12:36:09Zoai:repositorium.sdum.uminho.pt:1822/62383Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:32:09.593420Repositório 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 A kinetic model of T cell autoreactivity in autoimmune diseases
title A kinetic model of T cell autoreactivity in autoimmune diseases
spellingShingle A kinetic model of T cell autoreactivity in autoimmune diseases
Ramos, M. P. Machado
Mathematical biology
Modelling
Kinetic theory
Autoimmune diseases
Cellular interactions
Non-linear ODE’s
82C40
92B05
97M60
34A34
Ciências Naturais::Matemáticas
Science & Technology
title_short A kinetic model of T cell autoreactivity in autoimmune diseases
title_full A kinetic model of T cell autoreactivity in autoimmune diseases
title_fullStr A kinetic model of T cell autoreactivity in autoimmune diseases
title_full_unstemmed A kinetic model of T cell autoreactivity in autoimmune diseases
title_sort A kinetic model of T cell autoreactivity in autoimmune diseases
author Ramos, M. P. Machado
author_facet Ramos, M. P. Machado
Ribeiro, Carolina
Soares, A. J.
author_role author
author2 Ribeiro, Carolina
Soares, A. J.
author2_role author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Ramos, M. P. Machado
Ribeiro, Carolina
Soares, A. J.
dc.subject.por.fl_str_mv Mathematical biology
Modelling
Kinetic theory
Autoimmune diseases
Cellular interactions
Non-linear ODE’s
82C40
92B05
97M60
34A34
Ciências Naturais::Matemáticas
Science & Technology
topic Mathematical biology
Modelling
Kinetic theory
Autoimmune diseases
Cellular interactions
Non-linear ODE’s
82C40
92B05
97M60
34A34
Ciências Naturais::Matemáticas
Science & Technology
description We construct a mathematical model of kinetic type in order to describe the immune system interactions in the context of autoimmune disease. The interacting populations are self-antigen presenting cells, self-reactive T cells and the set of immunosuppressive cells consisting of regulatory T cells and NaturalKiller cells. The main aim of our work is to develop a qualitative analysis of the model equations and investigate the existence of biologically realistic solutions. Having this goal in mind we describe the interactions between cells during an autoimmune reaction based on biological considerations that are given in the literature and we show that the corresponding system of integro-differential equations has finite positive solutions. The asymptotic behaviour of the solution of the system is also studied. We complement our mathematical analysis with numerical simulations that study the sensitivity of the model to parameters related to proliferation of immunosuppressive cells, destruction of self-antigen presenting cells and self-reactive T cells and tolerance of SRTCs to self-antigens.
publishDate 2019
dc.date.none.fl_str_mv 2019-12
2019-12-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://hdl.handle.net/1822/62383
url https://hdl.handle.net/1822/62383
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 0303-6812
1432-1416
10.1007/s00285-019-01418-4
31501944
http://link.springer.com/article/10.1007/s00285-019-01418-4
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Springer
publisher.none.fl_str_mv Springer
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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