Um modelo SIR com duas cepas circulantes
Autor(a) principal: | |
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Data de Publicação: | 2023 |
Tipo de documento: | Dissertação |
Idioma: | por |
Título da fonte: | Manancial - Repositório Digital da UFSM |
dARK ID: | ark:/26339/001300000z0hv |
Texto Completo: | http://repositorio.ufsm.br/handle/1/31269 |
Resumo: | To understand the evolution of many diseases such as influenza and COVID-19, for example, it is necessary to consider the presence of multiple strains of the pathogen. Models with multiple strains of the disease-causing agent can be used to identify the dominant strains and thus design more efficient control strategies. In this work, using the SIR model with vital dynamics, we study the dynamics of a disease in which there are two strains of the pathogen. As in ecological models, the strains compete for a common resource, in this case, susceptibles. We show that when there is complete cross-immunity, the strain with the highest basic reproductive number will be the dominant strain. The coexistence of the two strains is impossible in this case. We then present a model that indirectly considers the mutation of the pathogen. A fraction of the infected by strain 1 is transferred to the class of those infected by strain 2. We conclude that this mechanism makes it possible for the two strains to coexist. |
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Um modelo SIR com duas cepas circulantesA SIR model with two circulating strainsEpidemiologiaModelo SIR endêmicoModelos SIR com duas cepasEpidemiologyEndemic SIR modelTwo-strain SIR modelCNPQ::CIENCIAS EXATAS E DA TERRA::MATEMATICATo understand the evolution of many diseases such as influenza and COVID-19, for example, it is necessary to consider the presence of multiple strains of the pathogen. Models with multiple strains of the disease-causing agent can be used to identify the dominant strains and thus design more efficient control strategies. In this work, using the SIR model with vital dynamics, we study the dynamics of a disease in which there are two strains of the pathogen. As in ecological models, the strains compete for a common resource, in this case, susceptibles. We show that when there is complete cross-immunity, the strain with the highest basic reproductive number will be the dominant strain. The coexistence of the two strains is impossible in this case. We then present a model that indirectly considers the mutation of the pathogen. A fraction of the infected by strain 1 is transferred to the class of those infected by strain 2. We conclude that this mechanism makes it possible for the two strains to coexist.Para compreender a evolução de muitas doenças como a influenza e a COVID-19, por exemplo, é necessário considerar a presença de múltiplas cepas do patógeno. Modelos com múltiplas cepas do agente causador da doença podem ser usados para identificar as cepas dominantes e assim desenhar estratégias de controle mais eficientes. Neste trabalho, partindo do modelo SIR com dinâmica vital, estudamos a dinâmica de uma doença na qual há duas cepas do patógeno. Como em um modelo de Ecologia, as cepas competem por um recurso comum, neste caso, os suscetíveis. Mostramos que, quando há imunidade cruzada completa, a cepa que apresenta maior número reprodutivo básico será a cepa dominante. A coexistência das duas cepas é impossível, neste caso. Em seguida, apresentamos um modelo que considera indiretamente a mutação do patógeno. Uma fração dos infectados pela cepa 1 é transferida para a classe dos infectados pela cepa 2. Concluímos que este mecanismo possibilita a coexistência das duas cepas.Universidade Federal de Santa MariaBrasilMatemáticaUFSMPrograma de Pós-Graduação em MatemáticaCentro de Ciências Naturais e ExatasRodrigues, Luiz Alberto Díazhttp://lattes.cnpq.br/9198489380493317Mistro, Diomar CristinaBarros, Laécio Carvalho deMachado, Silvia BarcelosOliveira, Maiquel Juliano Rodrigues de2024-01-24T14:05:35Z2024-01-24T14:05:35Z2023-10-27info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://repositorio.ufsm.br/handle/1/31269ark:/26339/001300000z0hvporAttribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessreponame:Manancial - Repositório Digital da UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSM2024-01-24T14:05:35Zoai:repositorio.ufsm.br:1/31269Biblioteca Digital de Teses e Dissertaçõeshttps://repositorio.ufsm.br/ONGhttps://repositorio.ufsm.br/oai/requestatendimento.sib@ufsm.br||tedebc@gmail.comopendoar:2024-01-24T14:05:35Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)false |
dc.title.none.fl_str_mv |
Um modelo SIR com duas cepas circulantes A SIR model with two circulating strains |
title |
Um modelo SIR com duas cepas circulantes |
spellingShingle |
Um modelo SIR com duas cepas circulantes Oliveira, Maiquel Juliano Rodrigues de Epidemiologia Modelo SIR endêmico Modelos SIR com duas cepas Epidemiology Endemic SIR model Two-strain SIR model CNPQ::CIENCIAS EXATAS E DA TERRA::MATEMATICA |
title_short |
Um modelo SIR com duas cepas circulantes |
title_full |
Um modelo SIR com duas cepas circulantes |
title_fullStr |
Um modelo SIR com duas cepas circulantes |
title_full_unstemmed |
Um modelo SIR com duas cepas circulantes |
title_sort |
Um modelo SIR com duas cepas circulantes |
author |
Oliveira, Maiquel Juliano Rodrigues de |
author_facet |
Oliveira, Maiquel Juliano Rodrigues de |
author_role |
author |
dc.contributor.none.fl_str_mv |
Rodrigues, Luiz Alberto Díaz http://lattes.cnpq.br/9198489380493317 Mistro, Diomar Cristina Barros, Laécio Carvalho de Machado, Silvia Barcelos |
dc.contributor.author.fl_str_mv |
Oliveira, Maiquel Juliano Rodrigues de |
dc.subject.por.fl_str_mv |
Epidemiologia Modelo SIR endêmico Modelos SIR com duas cepas Epidemiology Endemic SIR model Two-strain SIR model CNPQ::CIENCIAS EXATAS E DA TERRA::MATEMATICA |
topic |
Epidemiologia Modelo SIR endêmico Modelos SIR com duas cepas Epidemiology Endemic SIR model Two-strain SIR model CNPQ::CIENCIAS EXATAS E DA TERRA::MATEMATICA |
description |
To understand the evolution of many diseases such as influenza and COVID-19, for example, it is necessary to consider the presence of multiple strains of the pathogen. Models with multiple strains of the disease-causing agent can be used to identify the dominant strains and thus design more efficient control strategies. In this work, using the SIR model with vital dynamics, we study the dynamics of a disease in which there are two strains of the pathogen. As in ecological models, the strains compete for a common resource, in this case, susceptibles. We show that when there is complete cross-immunity, the strain with the highest basic reproductive number will be the dominant strain. The coexistence of the two strains is impossible in this case. We then present a model that indirectly considers the mutation of the pathogen. A fraction of the infected by strain 1 is transferred to the class of those infected by strain 2. We conclude that this mechanism makes it possible for the two strains to coexist. |
publishDate |
2023 |
dc.date.none.fl_str_mv |
2023-10-27 2024-01-24T14:05:35Z 2024-01-24T14:05:35Z |
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 |
http://repositorio.ufsm.br/handle/1/31269 |
dc.identifier.dark.fl_str_mv |
ark:/26339/001300000z0hv |
url |
http://repositorio.ufsm.br/handle/1/31269 |
identifier_str_mv |
ark:/26339/001300000z0hv |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.rights.driver.fl_str_mv |
Attribution-NonCommercial-NoDerivatives 4.0 International http://creativecommons.org/licenses/by-nc-nd/4.0/ info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Attribution-NonCommercial-NoDerivatives 4.0 International http://creativecommons.org/licenses/by-nc-nd/4.0/ |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Universidade Federal de Santa Maria Brasil Matemática UFSM Programa de Pós-Graduação em Matemática Centro de Ciências Naturais e Exatas |
publisher.none.fl_str_mv |
Universidade Federal de Santa Maria Brasil Matemática UFSM Programa de Pós-Graduação em Matemática Centro de Ciências Naturais e Exatas |
dc.source.none.fl_str_mv |
reponame:Manancial - Repositório Digital da UFSM instname:Universidade Federal de Santa Maria (UFSM) instacron:UFSM |
instname_str |
Universidade Federal de Santa Maria (UFSM) |
instacron_str |
UFSM |
institution |
UFSM |
reponame_str |
Manancial - Repositório Digital da UFSM |
collection |
Manancial - Repositório Digital da UFSM |
repository.name.fl_str_mv |
Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM) |
repository.mail.fl_str_mv |
atendimento.sib@ufsm.br||tedebc@gmail.com |
_version_ |
1815172415851855872 |