Modelo matemático de tratamento de câncer via quimioterapia em ciclos

Detalhes bibliográficos
Ano de defesa: 2015
Autor(a) principal: Guiraldello, Rafael Trevisanuto [UNESP]
Orientador(a): Não Informado pela instituição
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Estadual Paulista (Unesp)
Programa de Pós-Graduação: Não Informado pela instituição
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Palavras-chave em Português:
Link de acesso: http://hdl.handle.net/11449/132049
http://www.athena.biblioteca.unesp.br/exlibris/bd/cathedra/04-11-2015/000852261.pdf
Resumo: The cancer is one of the leading causes of death in the world and affects a considerable portion of the population, particularly in developing countries. According to the World Health Organization (WHO, 2014), 8.2 million people worldwide died from cancer in 2012. In 2014 there are 576 000 new cases of cancer expected in Brazil (Brasil, 2014). Yet, many of these deaths could be avoided. Over 30% of canceres can be prevented by healthy life style or by immunization against cancer causing infections (HBV, HPV). Others can be detected early, treated and cured. Even in the late stage, the suffering of patients can be relieved with good palliative care. In this dissertation, we present a mathematical model with the goal of understanding tumor development and the effect of administration in cycles according two protocols of chemotherapy as well as two methods of drug delivery We begin with an introduction to the biology of cancer taking into account the main aspects for the construction of the mathematical model. Then, a review of the literature for the mathematical model is presented, and then we present a linear stability analysis for the spatially homogeneous model with and without treatment, in order to understand the dynamics of the model. We conclude that the parameters of competition are the main bifurcation parameters of the system, which define the tumor progression and the successful of chemotherapy. With these results and numerical simulations we concluded that the metronomic protocol proves more effective in prolonging the patient's life than the MTD protocol. Moreover, the uniform delivery method along with the metronomic protocol is the most efficient in reducing the density of the tumor during treatment
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spelling Modelo matemático de tratamento de câncer via quimioterapia em ciclosMathematical model of cancer treatment via chemotherapy in cyclesOncologia - Modelos matemáticosCancer - PesquisaDrogas - DosagemMedicamentos - AdministraçãoDrugs - AdministrationThe cancer is one of the leading causes of death in the world and affects a considerable portion of the population, particularly in developing countries. According to the World Health Organization (WHO, 2014), 8.2 million people worldwide died from cancer in 2012. In 2014 there are 576 000 new cases of cancer expected in Brazil (Brasil, 2014). Yet, many of these deaths could be avoided. Over 30% of canceres can be prevented by healthy life style or by immunization against cancer causing infections (HBV, HPV). Others can be detected early, treated and cured. Even in the late stage, the suffering of patients can be relieved with good palliative care. In this dissertation, we present a mathematical model with the goal of understanding tumor development and the effect of administration in cycles according two protocols of chemotherapy as well as two methods of drug delivery We begin with an introduction to the biology of cancer taking into account the main aspects for the construction of the mathematical model. Then, a review of the literature for the mathematical model is presented, and then we present a linear stability analysis for the spatially homogeneous model with and without treatment, in order to understand the dynamics of the model. We conclude that the parameters of competition are the main bifurcation parameters of the system, which define the tumor progression and the successful of chemotherapy. With these results and numerical simulations we concluded that the metronomic protocol proves more effective in prolonging the patient's life than the MTD protocol. Moreover, the uniform delivery method along with the metronomic protocol is the most efficient in reducing the density of the tumor during treatmentO câncer é uma das principais causas de morte no mundo e afeta uma parcela considerável da população, particularmente em países subdesenvolvidos. De acordo com os dados fornecidos pela Organização Mundial da Saúde (WHO, 2014), 8,2 milhões de pessoas morreram em 2012 devido ao câncer. De acordo com o Instituto Nacional do Cˆancer (Brasil, 2014), a estimativa para o ano de 2014 aponta para a ocorrência de, aproximadamente, 576 mil casos novos de câncer no Brasil. No entanto, muitas destas mortes poderiam ser evitadas. Por exemplo, mais de 30% das mortes poderia ser impedida por um estilo de vida saudável ou por imunização contra infecções que causam câncer (HPV, HBV). Ainda, cânceres detectados precocemente podem ser tratados e curados. Mesmo com câncer em estágio final, o sofrimento dos pacientes pode ser aliviado com um bom cuidado paliativoCoordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Universidade Estadual Paulista (Unesp)Mancera, Paulo Fernando de Arruda [UNESP]Universidade Estadual Paulista (Unesp)Guiraldello, Rafael Trevisanuto [UNESP]2015-12-10T14:23:16Z2015-12-10T14:23:16Z2015-01-27info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis51 f.application/pdfGUIRALDELLO, Rafael Trevisanuto. Modelo matemático de tratamento de câncer via quimioterapia em ciclos. 2015. 51 f. Dissertacao (mestrado) - Universidade Estadual Paulista Julio de Mesquita Filho, Instituto de Biociências de Botucatu, 2015.http://hdl.handle.net/11449/132049000852261http://www.athena.biblioteca.unesp.br/exlibris/bd/cathedra/04-11-2015/000852261.pdf33004064083P282322894121087230000-0002-2080-8053Alephreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPporinfo:eu-repo/semantics/openAccess2025-10-24T01:23:39Zoai:repositorio.unesp.br:11449/132049Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestrepositoriounesp@unesp.bropendoar:29462025-10-24T01:23:39Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Modelo matemático de tratamento de câncer via quimioterapia em ciclos
Mathematical model of cancer treatment via chemotherapy in cycles
title Modelo matemático de tratamento de câncer via quimioterapia em ciclos
spellingShingle Modelo matemático de tratamento de câncer via quimioterapia em ciclos
Guiraldello, Rafael Trevisanuto [UNESP]
Oncologia - Modelos matemáticos
Cancer - Pesquisa
Drogas - Dosagem
Medicamentos - Administração
Drugs - Administration
title_short Modelo matemático de tratamento de câncer via quimioterapia em ciclos
title_full Modelo matemático de tratamento de câncer via quimioterapia em ciclos
title_fullStr Modelo matemático de tratamento de câncer via quimioterapia em ciclos
title_full_unstemmed Modelo matemático de tratamento de câncer via quimioterapia em ciclos
title_sort Modelo matemático de tratamento de câncer via quimioterapia em ciclos
author Guiraldello, Rafael Trevisanuto [UNESP]
author_facet Guiraldello, Rafael Trevisanuto [UNESP]
author_role author
dc.contributor.none.fl_str_mv Mancera, Paulo Fernando de Arruda [UNESP]
Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Guiraldello, Rafael Trevisanuto [UNESP]
dc.subject.por.fl_str_mv Oncologia - Modelos matemáticos
Cancer - Pesquisa
Drogas - Dosagem
Medicamentos - Administração
Drugs - Administration
topic Oncologia - Modelos matemáticos
Cancer - Pesquisa
Drogas - Dosagem
Medicamentos - Administração
Drugs - Administration
description The cancer is one of the leading causes of death in the world and affects a considerable portion of the population, particularly in developing countries. According to the World Health Organization (WHO, 2014), 8.2 million people worldwide died from cancer in 2012. In 2014 there are 576 000 new cases of cancer expected in Brazil (Brasil, 2014). Yet, many of these deaths could be avoided. Over 30% of canceres can be prevented by healthy life style or by immunization against cancer causing infections (HBV, HPV). Others can be detected early, treated and cured. Even in the late stage, the suffering of patients can be relieved with good palliative care. In this dissertation, we present a mathematical model with the goal of understanding tumor development and the effect of administration in cycles according two protocols of chemotherapy as well as two methods of drug delivery We begin with an introduction to the biology of cancer taking into account the main aspects for the construction of the mathematical model. Then, a review of the literature for the mathematical model is presented, and then we present a linear stability analysis for the spatially homogeneous model with and without treatment, in order to understand the dynamics of the model. We conclude that the parameters of competition are the main bifurcation parameters of the system, which define the tumor progression and the successful of chemotherapy. With these results and numerical simulations we concluded that the metronomic protocol proves more effective in prolonging the patient's life than the MTD protocol. Moreover, the uniform delivery method along with the metronomic protocol is the most efficient in reducing the density of the tumor during treatment
publishDate 2015
dc.date.none.fl_str_mv 2015-12-10T14:23:16Z
2015-12-10T14:23:16Z
2015-01-27
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv GUIRALDELLO, Rafael Trevisanuto. Modelo matemático de tratamento de câncer via quimioterapia em ciclos. 2015. 51 f. Dissertacao (mestrado) - Universidade Estadual Paulista Julio de Mesquita Filho, Instituto de Biociências de Botucatu, 2015.
http://hdl.handle.net/11449/132049
000852261
http://www.athena.biblioteca.unesp.br/exlibris/bd/cathedra/04-11-2015/000852261.pdf
33004064083P2
8232289412108723
0000-0002-2080-8053
identifier_str_mv GUIRALDELLO, Rafael Trevisanuto. Modelo matemático de tratamento de câncer via quimioterapia em ciclos. 2015. 51 f. Dissertacao (mestrado) - Universidade Estadual Paulista Julio de Mesquita Filho, Instituto de Biociências de Botucatu, 2015.
000852261
33004064083P2
8232289412108723
0000-0002-2080-8053
url http://hdl.handle.net/11449/132049
http://www.athena.biblioteca.unesp.br/exlibris/bd/cathedra/04-11-2015/000852261.pdf
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 51 f.
application/pdf
dc.publisher.none.fl_str_mv Universidade Estadual Paulista (Unesp)
publisher.none.fl_str_mv Universidade Estadual Paulista (Unesp)
dc.source.none.fl_str_mv Aleph
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
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institution UNESP
reponame_str Repositório Institucional da UNESP
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repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
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