The reinfection threshold regulates pathogen diversity: the case of influenza

Detalhes bibliográficos
Autor(a) principal: Gokaydin, D.
Data de Publicação: 2007
Outros Autores: Oliveira-Martins, J.B., Gordo, I., Gomes, M.G.M.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.7/82
Resumo: The awareness that pathogens can adapt and evolve over relatively short time-scales is changing our view of infectious disease epidemiology and control. Research on the transmission dynamics of antigenically diverse pathogens is progressing and there is increasing recognition for the need of new concepts and theories. Mathematical models have been developed considering the modelling unit in two extreme scales: either diversity is not explicitly represented or diversity is represented at the finest scale of single variants. Here, we use an intermediate approach and construct a model at the scale of clusters of variants. The model captures essential properties of more detailed systems and is much more amenable to mathematical treatment. Specificities of pathogen clusters and the overall potential for transmission determine the reinfection rates. These are, in turn, important regulators of cluster dynamics. Ultimately, we detect a reinfection threshold (RT) that separates different behaviours along the transmissibility axis: below RT, levels of infection are low and cluster substitutions are probable; while above RT, levels of infection are high and multiple cluster coexistence is the most probable outcome.
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spelling The reinfection threshold regulates pathogen diversity: the case of influenzaAntigenic Variation/genetics/immunologyDisease Outbreaks/statistics & numerical dataDisease Transmission, Infectious/statistics & numerical dataGenetic Variation/geneticsInfluenza A virus/genetics/immunologyInfluenza, Human/epidemiology/genetics/immunologyModels, ImmunologicalThe awareness that pathogens can adapt and evolve over relatively short time-scales is changing our view of infectious disease epidemiology and control. Research on the transmission dynamics of antigenically diverse pathogens is progressing and there is increasing recognition for the need of new concepts and theories. Mathematical models have been developed considering the modelling unit in two extreme scales: either diversity is not explicitly represented or diversity is represented at the finest scale of single variants. Here, we use an intermediate approach and construct a model at the scale of clusters of variants. The model captures essential properties of more detailed systems and is much more amenable to mathematical treatment. Specificities of pathogen clusters and the overall potential for transmission determine the reinfection rates. These are, in turn, important regulators of cluster dynamics. Ultimately, we detect a reinfection threshold (RT) that separates different behaviours along the transmissibility axis: below RT, levels of infection are low and cluster substitutions are probable; while above RT, levels of infection are high and multiple cluster coexistence is the most probable outcome.ARCAGokaydin, D.Oliveira-Martins, J.B.Gordo, I.Gomes, M.G.M.2010-03-25T11:06:21Z2007-02-222007-02-22T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.7/82eng1742-566210.1098/rsif.2006.0159info: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:RCAAP2024-11-21T14:21:21Zoai:arca.igc.gulbenkian.pt:10400.7/82Portal AgregadorONGhttps://www.rcaap.pt/oai/openairemluisa.alvim@gmail.comopendoar:71602024-11-21T14:21:21Repositório 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 The reinfection threshold regulates pathogen diversity: the case of influenza
title The reinfection threshold regulates pathogen diversity: the case of influenza
spellingShingle The reinfection threshold regulates pathogen diversity: the case of influenza
Gokaydin, D.
Antigenic Variation/genetics/immunology
Disease Outbreaks/statistics & numerical data
Disease Transmission, Infectious/statistics & numerical data
Genetic Variation/genetics
Influenza A virus/genetics/immunology
Influenza, Human/epidemiology/genetics/immunology
Models, Immunological
title_short The reinfection threshold regulates pathogen diversity: the case of influenza
title_full The reinfection threshold regulates pathogen diversity: the case of influenza
title_fullStr The reinfection threshold regulates pathogen diversity: the case of influenza
title_full_unstemmed The reinfection threshold regulates pathogen diversity: the case of influenza
title_sort The reinfection threshold regulates pathogen diversity: the case of influenza
author Gokaydin, D.
author_facet Gokaydin, D.
Oliveira-Martins, J.B.
Gordo, I.
Gomes, M.G.M.
author_role author
author2 Oliveira-Martins, J.B.
Gordo, I.
Gomes, M.G.M.
author2_role author
author
author
dc.contributor.none.fl_str_mv ARCA
dc.contributor.author.fl_str_mv Gokaydin, D.
Oliveira-Martins, J.B.
Gordo, I.
Gomes, M.G.M.
dc.subject.por.fl_str_mv Antigenic Variation/genetics/immunology
Disease Outbreaks/statistics & numerical data
Disease Transmission, Infectious/statistics & numerical data
Genetic Variation/genetics
Influenza A virus/genetics/immunology
Influenza, Human/epidemiology/genetics/immunology
Models, Immunological
topic Antigenic Variation/genetics/immunology
Disease Outbreaks/statistics & numerical data
Disease Transmission, Infectious/statistics & numerical data
Genetic Variation/genetics
Influenza A virus/genetics/immunology
Influenza, Human/epidemiology/genetics/immunology
Models, Immunological
description The awareness that pathogens can adapt and evolve over relatively short time-scales is changing our view of infectious disease epidemiology and control. Research on the transmission dynamics of antigenically diverse pathogens is progressing and there is increasing recognition for the need of new concepts and theories. Mathematical models have been developed considering the modelling unit in two extreme scales: either diversity is not explicitly represented or diversity is represented at the finest scale of single variants. Here, we use an intermediate approach and construct a model at the scale of clusters of variants. The model captures essential properties of more detailed systems and is much more amenable to mathematical treatment. Specificities of pathogen clusters and the overall potential for transmission determine the reinfection rates. These are, in turn, important regulators of cluster dynamics. Ultimately, we detect a reinfection threshold (RT) that separates different behaviours along the transmissibility axis: below RT, levels of infection are low and cluster substitutions are probable; while above RT, levels of infection are high and multiple cluster coexistence is the most probable outcome.
publishDate 2007
dc.date.none.fl_str_mv 2007-02-22
2007-02-22T00:00:00Z
2010-03-25T11:06:21Z
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/10400.7/82
url http://hdl.handle.net/10400.7/82
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 1742-5662
10.1098/rsif.2006.0159
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv mluisa.alvim@gmail.com
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