A kinetic model of T cell autoreactivity in autoimmune diseases
Autor(a) principal: | |
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Data de Publicação: | 2019 |
Outros Autores: | , |
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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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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1799132832593870848 |