Stability analysis and numerical simulations via fractional calculus for tumor dormancy models

Detalhes bibliográficos
Autor(a) principal: Silva, Jairo G. [UNESP]
Data de Publicação: 2019
Outros Autores: Ribeiro, Aiara C.O., Camargo, Rubens F. [UNESP], Mancera, Paulo F.A. [UNESP], Santos, Fernando L.P. [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.cnsns.2019.01.021
http://hdl.handle.net/11449/187299
Resumo: Fractional calculus is a field of mathematics in considerable expansion and has been understood as a tool with a wide range of applications, including in biological systems. Cancer dormancy is a state in which cancer cells have an intrinsic rate of reduced proliferation over a period of time, after which they arise with an accelerated growth rate, usually triggering metastases. This work investigates via fractional calculus two proposed ordinary differential equation systems via fractional calculus, which address dynamics between tumor cells and the immune system. Analyses and comparison processes are performed through an analytical study about the equilibrium points of each model and numerical simulations by the Nonstandard Finite Difference (NSFD) method. The analytical and numerical results show two important behaviors associated with tumor dormancy. The first refers to qualitative changes in the stability of an equilibrium point, which strongly depend on the order of the derivative and represent scenarios where there is no cancer escape. The second behavior refers to changes in the damping of some solutions, which can represent longer periods of time to exit the state of dormancy. In this case, different orders used in the derivatives are investigated, as well as their influence on the behavior of the solutions against the main parameters of the model.
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spelling Stability analysis and numerical simulations via fractional calculus for tumor dormancy modelsCaputo derivativesFractional stabilityImmune systemTumor dormancyFractional calculus is a field of mathematics in considerable expansion and has been understood as a tool with a wide range of applications, including in biological systems. Cancer dormancy is a state in which cancer cells have an intrinsic rate of reduced proliferation over a period of time, after which they arise with an accelerated growth rate, usually triggering metastases. This work investigates via fractional calculus two proposed ordinary differential equation systems via fractional calculus, which address dynamics between tumor cells and the immune system. Analyses and comparison processes are performed through an analytical study about the equilibrium points of each model and numerical simulations by the Nonstandard Finite Difference (NSFD) method. The analytical and numerical results show two important behaviors associated with tumor dormancy. The first refers to qualitative changes in the stability of an equilibrium point, which strongly depend on the order of the derivative and represent scenarios where there is no cancer escape. The second behavior refers to changes in the damping of some solutions, which can represent longer periods of time to exit the state of dormancy. In this case, different orders used in the derivatives are investigated, as well as their influence on the behavior of the solutions against the main parameters of the model.São Paulo State University – UNESP, IBB, Distrito de Rubião JúniorFaculdades GalileuSão Paulo State University – UNESPSão Paulo State University – UNESP, IBB, Distrito de Rubião JúniorSão Paulo State University – UNESPUniversidade Estadual Paulista (Unesp)Faculdades GalileuSilva, Jairo G. [UNESP]Ribeiro, Aiara C.O.Camargo, Rubens F. [UNESP]Mancera, Paulo F.A. [UNESP]Santos, Fernando L.P. [UNESP]2019-10-06T15:31:53Z2019-10-06T15:31:53Z2019-06-30info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article528-543http://dx.doi.org/10.1016/j.cnsns.2019.01.021Communications in Nonlinear Science and Numerical Simulation, v. 72, p. 528-543.1007-5704http://hdl.handle.net/11449/18729910.1016/j.cnsns.2019.01.0212-s2.0-85060685593823228941210872348942751579826490000-0002-2080-80530000-0001-7417-3308Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengCommunications in Nonlinear Science and Numerical Simulationinfo:eu-repo/semantics/openAccess2021-10-23T08:53:46Zoai:repositorio.unesp.br:11449/187299Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462021-10-23T08:53:46Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Stability analysis and numerical simulations via fractional calculus for tumor dormancy models
title Stability analysis and numerical simulations via fractional calculus for tumor dormancy models
spellingShingle Stability analysis and numerical simulations via fractional calculus for tumor dormancy models
Silva, Jairo G. [UNESP]
Caputo derivatives
Fractional stability
Immune system
Tumor dormancy
title_short Stability analysis and numerical simulations via fractional calculus for tumor dormancy models
title_full Stability analysis and numerical simulations via fractional calculus for tumor dormancy models
title_fullStr Stability analysis and numerical simulations via fractional calculus for tumor dormancy models
title_full_unstemmed Stability analysis and numerical simulations via fractional calculus for tumor dormancy models
title_sort Stability analysis and numerical simulations via fractional calculus for tumor dormancy models
author Silva, Jairo G. [UNESP]
author_facet Silva, Jairo G. [UNESP]
Ribeiro, Aiara C.O.
Camargo, Rubens F. [UNESP]
Mancera, Paulo F.A. [UNESP]
Santos, Fernando L.P. [UNESP]
author_role author
author2 Ribeiro, Aiara C.O.
Camargo, Rubens F. [UNESP]
Mancera, Paulo F.A. [UNESP]
Santos, Fernando L.P. [UNESP]
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
Faculdades Galileu
dc.contributor.author.fl_str_mv Silva, Jairo G. [UNESP]
Ribeiro, Aiara C.O.
Camargo, Rubens F. [UNESP]
Mancera, Paulo F.A. [UNESP]
Santos, Fernando L.P. [UNESP]
dc.subject.por.fl_str_mv Caputo derivatives
Fractional stability
Immune system
Tumor dormancy
topic Caputo derivatives
Fractional stability
Immune system
Tumor dormancy
description Fractional calculus is a field of mathematics in considerable expansion and has been understood as a tool with a wide range of applications, including in biological systems. Cancer dormancy is a state in which cancer cells have an intrinsic rate of reduced proliferation over a period of time, after which they arise with an accelerated growth rate, usually triggering metastases. This work investigates via fractional calculus two proposed ordinary differential equation systems via fractional calculus, which address dynamics between tumor cells and the immune system. Analyses and comparison processes are performed through an analytical study about the equilibrium points of each model and numerical simulations by the Nonstandard Finite Difference (NSFD) method. The analytical and numerical results show two important behaviors associated with tumor dormancy. The first refers to qualitative changes in the stability of an equilibrium point, which strongly depend on the order of the derivative and represent scenarios where there is no cancer escape. The second behavior refers to changes in the damping of some solutions, which can represent longer periods of time to exit the state of dormancy. In this case, different orders used in the derivatives are investigated, as well as their influence on the behavior of the solutions against the main parameters of the model.
publishDate 2019
dc.date.none.fl_str_mv 2019-10-06T15:31:53Z
2019-10-06T15:31:53Z
2019-06-30
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://dx.doi.org/10.1016/j.cnsns.2019.01.021
Communications in Nonlinear Science and Numerical Simulation, v. 72, p. 528-543.
1007-5704
http://hdl.handle.net/11449/187299
10.1016/j.cnsns.2019.01.021
2-s2.0-85060685593
8232289412108723
4894275157982649
0000-0002-2080-8053
0000-0001-7417-3308
url http://dx.doi.org/10.1016/j.cnsns.2019.01.021
http://hdl.handle.net/11449/187299
identifier_str_mv Communications in Nonlinear Science and Numerical Simulation, v. 72, p. 528-543.
1007-5704
10.1016/j.cnsns.2019.01.021
2-s2.0-85060685593
8232289412108723
4894275157982649
0000-0002-2080-8053
0000-0001-7417-3308
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Communications in Nonlinear Science and Numerical Simulation
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 528-543
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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