A mathematical model for chemoimmunotherapy of chronic lymphocytic leukemia

Detalhes bibliográficos
Autor(a) principal: Rodrigues, D. S.
Data de Publicação: 2019
Outros Autores: Mancera, P. F.A. [UNESP], Carvalho, T., Gonçalves, L. F. [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.amc.2018.12.008
http://hdl.handle.net/11449/187220
Resumo: Immunotherapy is currently regarded as the most promising treatment to fight against cancer. This is particularly true in the treatment of chronic lymphocytic leukemia, an indolent neoplastic disease of B-lymphocytes which eventually causes the immune system's failure. In this and other areas of cancer research, mathematical modeling is pointed out as a prominent tool to analyze theoretical and practical issues. Its lack in studies of chemoimmunotherapy of chronic lymphocytic leukemia is what motivated us to come up with a simple ordinary differential equation model. It is based on ideas of de Pillis and Radunskaya and on standard pharmacokinetics-pharmacodynamics assumptions. In order to check the positivity of the state variables, we first establish an invariant region where these time-dependent variables remain positive. Afterwards, the action of the immune system, as well as the chemoimmunotherapeutic role in promoting cancer cure are investigated by means of numerical simulations and the classical linear stability analysis. The role of adoptive cellular immunotherapy is also addressed. Our overall conclusion is that chemoimmunotherapeutic protocols can be effective in treating chronic lymphocytic leukemia provided that chemotherapy is not a limiting factor to the immunotherapy efficacy.
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spelling A mathematical model for chemoimmunotherapy of chronic lymphocytic leukemiaCancerChemotherapyChronic lymphocytic leukemiaImmunotherapyOrdinary differential equationsImmunotherapy is currently regarded as the most promising treatment to fight against cancer. This is particularly true in the treatment of chronic lymphocytic leukemia, an indolent neoplastic disease of B-lymphocytes which eventually causes the immune system's failure. In this and other areas of cancer research, mathematical modeling is pointed out as a prominent tool to analyze theoretical and practical issues. Its lack in studies of chemoimmunotherapy of chronic lymphocytic leukemia is what motivated us to come up with a simple ordinary differential equation model. It is based on ideas of de Pillis and Radunskaya and on standard pharmacokinetics-pharmacodynamics assumptions. In order to check the positivity of the state variables, we first establish an invariant region where these time-dependent variables remain positive. Afterwards, the action of the immune system, as well as the chemoimmunotherapeutic role in promoting cancer cure are investigated by means of numerical simulations and the classical linear stability analysis. The role of adoptive cellular immunotherapy is also addressed. Our overall conclusion is that chemoimmunotherapeutic protocols can be effective in treating chronic lymphocytic leukemia provided that chemotherapy is not a limiting factor to the immunotherapy efficacy.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)UNIFAL-MG Instituto de Ciências ExatasUNESP Instituto de Biociências de BotucatuUSP Faculdade de Filosofia Ciências e LetrasUNESP Instituto de Biociências Letras e Ciências ExatasUNESP Instituto de Biociências de BotucatuUNESP Instituto de Biociências Letras e Ciências ExatasFAPESP: #2017/00883-0Instituto de Ciências ExatasUniversidade Estadual Paulista (Unesp)Universidade de São Paulo (USP)Rodrigues, D. S.Mancera, P. F.A. [UNESP]Carvalho, T.Gonçalves, L. F. [UNESP]2019-10-06T15:29:12Z2019-10-06T15:29:12Z2019-05-15info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article118-133http://dx.doi.org/10.1016/j.amc.2018.12.008Applied Mathematics and Computation, v. 349, p. 118-133.0096-3003http://hdl.handle.net/11449/18722010.1016/j.amc.2018.12.0082-s2.0-8505930579582322894121087230000-0002-2080-8053Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengApplied Mathematics and Computationinfo:eu-repo/semantics/openAccess2021-10-23T18:56:53Zoai:repositorio.unesp.br:11449/187220Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T20:18:27.115306Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv A mathematical model for chemoimmunotherapy of chronic lymphocytic leukemia
title A mathematical model for chemoimmunotherapy of chronic lymphocytic leukemia
spellingShingle A mathematical model for chemoimmunotherapy of chronic lymphocytic leukemia
Rodrigues, D. S.
Cancer
Chemotherapy
Chronic lymphocytic leukemia
Immunotherapy
Ordinary differential equations
title_short A mathematical model for chemoimmunotherapy of chronic lymphocytic leukemia
title_full A mathematical model for chemoimmunotherapy of chronic lymphocytic leukemia
title_fullStr A mathematical model for chemoimmunotherapy of chronic lymphocytic leukemia
title_full_unstemmed A mathematical model for chemoimmunotherapy of chronic lymphocytic leukemia
title_sort A mathematical model for chemoimmunotherapy of chronic lymphocytic leukemia
author Rodrigues, D. S.
author_facet Rodrigues, D. S.
Mancera, P. F.A. [UNESP]
Carvalho, T.
Gonçalves, L. F. [UNESP]
author_role author
author2 Mancera, P. F.A. [UNESP]
Carvalho, T.
Gonçalves, L. F. [UNESP]
author2_role author
author
author
dc.contributor.none.fl_str_mv Instituto de Ciências Exatas
Universidade Estadual Paulista (Unesp)
Universidade de São Paulo (USP)
dc.contributor.author.fl_str_mv Rodrigues, D. S.
Mancera, P. F.A. [UNESP]
Carvalho, T.
Gonçalves, L. F. [UNESP]
dc.subject.por.fl_str_mv Cancer
Chemotherapy
Chronic lymphocytic leukemia
Immunotherapy
Ordinary differential equations
topic Cancer
Chemotherapy
Chronic lymphocytic leukemia
Immunotherapy
Ordinary differential equations
description Immunotherapy is currently regarded as the most promising treatment to fight against cancer. This is particularly true in the treatment of chronic lymphocytic leukemia, an indolent neoplastic disease of B-lymphocytes which eventually causes the immune system's failure. In this and other areas of cancer research, mathematical modeling is pointed out as a prominent tool to analyze theoretical and practical issues. Its lack in studies of chemoimmunotherapy of chronic lymphocytic leukemia is what motivated us to come up with a simple ordinary differential equation model. It is based on ideas of de Pillis and Radunskaya and on standard pharmacokinetics-pharmacodynamics assumptions. In order to check the positivity of the state variables, we first establish an invariant region where these time-dependent variables remain positive. Afterwards, the action of the immune system, as well as the chemoimmunotherapeutic role in promoting cancer cure are investigated by means of numerical simulations and the classical linear stability analysis. The role of adoptive cellular immunotherapy is also addressed. Our overall conclusion is that chemoimmunotherapeutic protocols can be effective in treating chronic lymphocytic leukemia provided that chemotherapy is not a limiting factor to the immunotherapy efficacy.
publishDate 2019
dc.date.none.fl_str_mv 2019-10-06T15:29:12Z
2019-10-06T15:29:12Z
2019-05-15
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.amc.2018.12.008
Applied Mathematics and Computation, v. 349, p. 118-133.
0096-3003
http://hdl.handle.net/11449/187220
10.1016/j.amc.2018.12.008
2-s2.0-85059305795
8232289412108723
0000-0002-2080-8053
url http://dx.doi.org/10.1016/j.amc.2018.12.008
http://hdl.handle.net/11449/187220
identifier_str_mv Applied Mathematics and Computation, v. 349, p. 118-133.
0096-3003
10.1016/j.amc.2018.12.008
2-s2.0-85059305795
8232289412108723
0000-0002-2080-8053
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Applied Mathematics and Computation
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 118-133
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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