Activation of effector immune cells promotes tumor stochastic extinction: A homotopy analysis approach

Detalhes bibliográficos
Autor(a) principal: Sardanyés, Josep
Data de Publicação: 2015
Outros Autores: Rodrigues, Carla, Januário, Cristina, Martins, Nuno, Gil-Gómez, Gabriel, Duarte, Jorge
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.21/5973
Resumo: In this article we provide homotopy solutions of a cancer nonlinear model describing the dynamics of tumor cells in interaction with healthy and effector immune cells. We apply a semi-analytic technique for solving strongly nonlinear systems – the Step Homotopy Analysis Method (SHAM). This algorithm, based on a modification of the standard homotopy analysis method (HAM), allows to obtain a one-parameter family of explicit series solutions. By using the homotopy solutions, we first investigate the dynamical effect of the activation of the effector immune cells in the deterministic dynamics, showing that an increased activation makes the system to enter into chaotic dynamics via a period-doubling bifurcation scenario. Then, by adding demographic stochasticity into the homotopy solutions, we show, as a difference from the deterministic dynamics, that an increased activation of the immune cells facilitates cancer clearance involving tumor cells extinction and healthy cells persistence. Our results highlight the importance of therapies activating the effector immune cells at early stages of cancer progression.
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spelling Activation of effector immune cells promotes tumor stochastic extinction: A homotopy analysis approachCancerChaosHomotopy solutionsNonlinear dynamicsTumor extinctionIn this article we provide homotopy solutions of a cancer nonlinear model describing the dynamics of tumor cells in interaction with healthy and effector immune cells. We apply a semi-analytic technique for solving strongly nonlinear systems – the Step Homotopy Analysis Method (SHAM). This algorithm, based on a modification of the standard homotopy analysis method (HAM), allows to obtain a one-parameter family of explicit series solutions. By using the homotopy solutions, we first investigate the dynamical effect of the activation of the effector immune cells in the deterministic dynamics, showing that an increased activation makes the system to enter into chaotic dynamics via a period-doubling bifurcation scenario. Then, by adding demographic stochasticity into the homotopy solutions, we show, as a difference from the deterministic dynamics, that an increased activation of the immune cells facilitates cancer clearance involving tumor cells extinction and healthy cells persistence. Our results highlight the importance of therapies activating the effector immune cells at early stages of cancer progression.ELSEVIER SCIENCE INCRCIPLSardanyés, JosepRodrigues, CarlaJanuário, CristinaMartins, NunoGil-Gómez, GabrielDuarte, Jorge2016-04-14T14:07:56Z2015-02-012015-02-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.21/5973engSARDANYÉS, JOSEP; [et al.] - Activation of effector immune cells promotes tumor stochastic extinction: A homotopy analysis approach. Applied Mathematics and Computation. ISSN.0096-3003. Vol. 252 (2015), pp. 484-4950096-300310.1016/j.amc.2014.12.005metadata only accessinfo: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:RCAAP2023-08-03T09:50:10Zoai:repositorio.ipl.pt:10400.21/5973Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T20:15:11.244941Repositório 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 Activation of effector immune cells promotes tumor stochastic extinction: A homotopy analysis approach
title Activation of effector immune cells promotes tumor stochastic extinction: A homotopy analysis approach
spellingShingle Activation of effector immune cells promotes tumor stochastic extinction: A homotopy analysis approach
Sardanyés, Josep
Cancer
Chaos
Homotopy solutions
Nonlinear dynamics
Tumor extinction
title_short Activation of effector immune cells promotes tumor stochastic extinction: A homotopy analysis approach
title_full Activation of effector immune cells promotes tumor stochastic extinction: A homotopy analysis approach
title_fullStr Activation of effector immune cells promotes tumor stochastic extinction: A homotopy analysis approach
title_full_unstemmed Activation of effector immune cells promotes tumor stochastic extinction: A homotopy analysis approach
title_sort Activation of effector immune cells promotes tumor stochastic extinction: A homotopy analysis approach
author Sardanyés, Josep
author_facet Sardanyés, Josep
Rodrigues, Carla
Januário, Cristina
Martins, Nuno
Gil-Gómez, Gabriel
Duarte, Jorge
author_role author
author2 Rodrigues, Carla
Januário, Cristina
Martins, Nuno
Gil-Gómez, Gabriel
Duarte, Jorge
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv RCIPL
dc.contributor.author.fl_str_mv Sardanyés, Josep
Rodrigues, Carla
Januário, Cristina
Martins, Nuno
Gil-Gómez, Gabriel
Duarte, Jorge
dc.subject.por.fl_str_mv Cancer
Chaos
Homotopy solutions
Nonlinear dynamics
Tumor extinction
topic Cancer
Chaos
Homotopy solutions
Nonlinear dynamics
Tumor extinction
description In this article we provide homotopy solutions of a cancer nonlinear model describing the dynamics of tumor cells in interaction with healthy and effector immune cells. We apply a semi-analytic technique for solving strongly nonlinear systems – the Step Homotopy Analysis Method (SHAM). This algorithm, based on a modification of the standard homotopy analysis method (HAM), allows to obtain a one-parameter family of explicit series solutions. By using the homotopy solutions, we first investigate the dynamical effect of the activation of the effector immune cells in the deterministic dynamics, showing that an increased activation makes the system to enter into chaotic dynamics via a period-doubling bifurcation scenario. Then, by adding demographic stochasticity into the homotopy solutions, we show, as a difference from the deterministic dynamics, that an increased activation of the immune cells facilitates cancer clearance involving tumor cells extinction and healthy cells persistence. Our results highlight the importance of therapies activating the effector immune cells at early stages of cancer progression.
publishDate 2015
dc.date.none.fl_str_mv 2015-02-01
2015-02-01T00:00:00Z
2016-04-14T14:07:56Z
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 http://hdl.handle.net/10400.21/5973
url http://hdl.handle.net/10400.21/5973
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv SARDANYÉS, JOSEP; [et al.] - Activation of effector immune cells promotes tumor stochastic extinction: A homotopy analysis approach. Applied Mathematics and Computation. ISSN.0096-3003. Vol. 252 (2015), pp. 484-495
0096-3003
10.1016/j.amc.2014.12.005
dc.rights.driver.fl_str_mv metadata only access
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dc.publisher.none.fl_str_mv ELSEVIER SCIENCE INC
publisher.none.fl_str_mv ELSEVIER SCIENCE INC
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
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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