How heterogeneous is the dengue transmission profile in Brazil? A study in six Brazilian states

Detalhes bibliográficos
Autor(a) principal: Almeida, Iasmim Ferreira de
Data de Publicação: 2022
Outros Autores: Lana, Raquel Martins, Codeço, Cláudia Torres
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da FIOCRUZ (ARCA)
Texto Completo: https://www.arca.fiocruz.br/handle/icict/59206
Resumo: Oswaldo Cruz Foundation. National School of Public Health Sergio Arouca. Department of Epidemiology. Rio de Janeiro, RJ, Brazil.
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spelling Almeida, Iasmim Ferreira deLana, Raquel MartinsCodeço, Cláudia Torres2023-06-27T21:07:25Z2023-06-27T21:07:25Z2022ALMEIDA, Iasmim Ferreira de; LANA Raquel Martins; CODEÇO, Cláudia Torres. How heterogeneous is the dengue transmission profile in Brazil? A study in six Brazilian states. PLOS Neglected Tropical Diseases, p. 1-20, 12 set. 2022.1935-2727https://www.arca.fiocruz.br/handle/icict/5920610.1371/journal.pntd.00107461935-2735engPublic Library of ScienceHow heterogeneous is the dengue transmission profile in Brazil? A study in six Brazilian statesinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleOswaldo Cruz Foundation. National School of Public Health Sergio Arouca. Department of Epidemiology. Rio de Janeiro, RJ, Brazil.Fundação Oswaldo Cruz. Presidência. Programa de Computação Científica. Rio de Janeiro, RJ, Brasil / Barcelona Supercomputing Center. Barcelona, Spain.Barcelona Supercomputing Center. Barcelona, Spain.Dengue is a vector-borne disease present in most tropical countries, infecting an average of 50 to 100 million people per year. Socioeconomic, demographic, and environmental factors directly influence the transmission cycle of the dengue virus (DENV). In Brazil, these factors vary between regions producing different profiles of dengue transmission and challenging the epidemiological surveillance of the disease. In this article, we aimed at classifying the profiles of dengue transmission in 1,823 Brazilian municipalities, covering different climates, from 2010 to 2019. Time series data of dengue cases were obtained from six states: Ceará and Maranhão in the semiarid Northeast, Minas Gerais in the countryside, Espı´rito Santo and Rio de Janeiro in the tropical Atlantic coast, and Parana´ in the subtropical region. To describe the time series, we proposed a set of epi-features of the magnitude and duration of the dengue epidemic cycles, totaling 13 indicators. Using these epi-features as inputs, a multivariate cluster algorithm was employed to classify the municipalities according to their dengue transmission profile. Municipalities were classified into four distinct dengue transmission profiles: persistent transmission (7.8%), epidemic (21.3%), episodic/epidemic (43.2%), and episodic transmission (27.6%). Different profiles were associated with the municipality’s population size and climate. Municipalities with higher incidence and larger populations tended to be classified as persistent transmission, suggesting the existence of critical community size. This association, however, varies depending on the state, indicating the importance of other factors. The proposed classification is useful for developing more specific and precise surveillance protocols for regions with different dengue transmission profiles, as well as more precise public policies for dengue prevention.DengueTransmission Dengue virusBrazilPublic Policies for Dengue Preventioninfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da FIOCRUZ (ARCA)instname:Fundação Oswaldo Cruz (FIOCRUZ)instacron:FIOCRUZLICENSElicense.txtlicense.txttext/plain; charset=utf-82991https://www.arca.fiocruz.br/bitstream/icict/59206/1/license.txt5a560609d32a3863062d77ff32785d58MD51ORIGINALve_Almeida_Iasmin_etal_ENSP_2022.pdfve_Almeida_Iasmin_etal_ENSP_2022.pdfapplication/pdf2419073https://www.arca.fiocruz.br/bitstream/icict/59206/2/ve_Almeida_Iasmin_etal_ENSP_2022.pdfc24954bab6c9c5f2f3acec3c406493e6MD52icict/592062023-06-27 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dc.title.en_US.fl_str_mv How heterogeneous is the dengue transmission profile in Brazil? A study in six Brazilian states
title How heterogeneous is the dengue transmission profile in Brazil? A study in six Brazilian states
spellingShingle How heterogeneous is the dengue transmission profile in Brazil? A study in six Brazilian states
Almeida, Iasmim Ferreira de
Dengue
Transmission Dengue virus
Brazil
Public Policies for Dengue Prevention
title_short How heterogeneous is the dengue transmission profile in Brazil? A study in six Brazilian states
title_full How heterogeneous is the dengue transmission profile in Brazil? A study in six Brazilian states
title_fullStr How heterogeneous is the dengue transmission profile in Brazil? A study in six Brazilian states
title_full_unstemmed How heterogeneous is the dengue transmission profile in Brazil? A study in six Brazilian states
title_sort How heterogeneous is the dengue transmission profile in Brazil? A study in six Brazilian states
author Almeida, Iasmim Ferreira de
author_facet Almeida, Iasmim Ferreira de
Lana, Raquel Martins
Codeço, Cláudia Torres
author_role author
author2 Lana, Raquel Martins
Codeço, Cláudia Torres
author2_role author
author
dc.contributor.author.fl_str_mv Almeida, Iasmim Ferreira de
Lana, Raquel Martins
Codeço, Cláudia Torres
dc.subject.en.en_US.fl_str_mv Dengue
Transmission Dengue virus
Brazil
Public Policies for Dengue Prevention
topic Dengue
Transmission Dengue virus
Brazil
Public Policies for Dengue Prevention
description Oswaldo Cruz Foundation. National School of Public Health Sergio Arouca. Department of Epidemiology. Rio de Janeiro, RJ, Brazil.
publishDate 2022
dc.date.issued.fl_str_mv 2022
dc.date.accessioned.fl_str_mv 2023-06-27T21:07:25Z
dc.date.available.fl_str_mv 2023-06-27T21:07:25Z
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.citation.fl_str_mv ALMEIDA, Iasmim Ferreira de; LANA Raquel Martins; CODEÇO, Cláudia Torres. How heterogeneous is the dengue transmission profile in Brazil? A study in six Brazilian states. PLOS Neglected Tropical Diseases, p. 1-20, 12 set. 2022.
dc.identifier.uri.fl_str_mv https://www.arca.fiocruz.br/handle/icict/59206
dc.identifier.issn.en_US.fl_str_mv 1935-2727
dc.identifier.doi.none.fl_str_mv 10.1371/journal.pntd.0010746
dc.identifier.eissn.none.fl_str_mv 1935-2735
identifier_str_mv ALMEIDA, Iasmim Ferreira de; LANA Raquel Martins; CODEÇO, Cláudia Torres. How heterogeneous is the dengue transmission profile in Brazil? A study in six Brazilian states. PLOS Neglected Tropical Diseases, p. 1-20, 12 set. 2022.
1935-2727
10.1371/journal.pntd.0010746
1935-2735
url https://www.arca.fiocruz.br/handle/icict/59206
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Public Library of Science
publisher.none.fl_str_mv Public Library of Science
dc.source.none.fl_str_mv reponame:Repositório Institucional da FIOCRUZ (ARCA)
instname:Fundação Oswaldo Cruz (FIOCRUZ)
instacron:FIOCRUZ
instname_str Fundação Oswaldo Cruz (FIOCRUZ)
instacron_str FIOCRUZ
institution FIOCRUZ
reponame_str Repositório Institucional da FIOCRUZ (ARCA)
collection Repositório Institucional da FIOCRUZ (ARCA)
bitstream.url.fl_str_mv https://www.arca.fiocruz.br/bitstream/icict/59206/1/license.txt
https://www.arca.fiocruz.br/bitstream/icict/59206/2/ve_Almeida_Iasmin_etal_ENSP_2022.pdf
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repository.name.fl_str_mv Repositório Institucional da FIOCRUZ (ARCA) - Fundação Oswaldo Cruz (FIOCRUZ)
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