Spatio-temporal clusters and patterns of spread of dengue, chikungunya, and Zika in Colombia

Dengue, chikungunya, and Zika are diseases transmitted to humans by the bite of infected Aedes mosquitoes. Between 2014 and 2016 chikungunya and Zika viruses started causing outbreaks in Colombia, one of the countries historically most affected by dengue. We used case counts of the diseases by munic...

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Autores:
García Balaguera, César
Freitas, Lais
Tipo de recurso:
Article of investigation
Fecha de publicación:
2022
Institución:
Universidad Cooperativa de Colombia
Repositorio:
Repositorio UCC
Idioma:
OAI Identifier:
oai:repository.ucc.edu.co:20.500.12494/47218
Acceso en línea:
https://doi.org/10.1371/journal.pntd.0010334
https://hdl.handle.net/20.500.12494/47218
Palabra clave:
Dengue
Zika
Chikingunya
Spatio temporal clusters
Rights
openAccess
License
Atribución
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network_name_str Repositorio UCC
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dc.title.spa.fl_str_mv Spatio-temporal clusters and patterns of spread of dengue, chikungunya, and Zika in Colombia
title Spatio-temporal clusters and patterns of spread of dengue, chikungunya, and Zika in Colombia
spellingShingle Spatio-temporal clusters and patterns of spread of dengue, chikungunya, and Zika in Colombia
Dengue
Zika
Chikingunya
Spatio temporal clusters
title_short Spatio-temporal clusters and patterns of spread of dengue, chikungunya, and Zika in Colombia
title_full Spatio-temporal clusters and patterns of spread of dengue, chikungunya, and Zika in Colombia
title_fullStr Spatio-temporal clusters and patterns of spread of dengue, chikungunya, and Zika in Colombia
title_full_unstemmed Spatio-temporal clusters and patterns of spread of dengue, chikungunya, and Zika in Colombia
title_sort Spatio-temporal clusters and patterns of spread of dengue, chikungunya, and Zika in Colombia
dc.creator.fl_str_mv García Balaguera, César
Freitas, Lais
dc.contributor.author.none.fl_str_mv García Balaguera, César
Freitas, Lais
dc.subject.spa.fl_str_mv Dengue
Zika
Chikingunya
Spatio temporal clusters
topic Dengue
Zika
Chikingunya
Spatio temporal clusters
description Dengue, chikungunya, and Zika are diseases transmitted to humans by the bite of infected Aedes mosquitoes. Between 2014 and 2016 chikungunya and Zika viruses started causing outbreaks in Colombia, one of the countries historically most affected by dengue. We used case counts of the diseases by municipality and week to study the spread trajectory of chikungunya and Zika within Colombia’s territory, and to identify space-time high-risk clusters, i.e., the areas and time periods that dengue, chikungunya, and Zika were more present. Chikungunya and Zika spread similarly in Colombia, but Zika spread faster. The Atlantic coast, a famous touristic destination in the country, was likely the place of entry of chikungunya and Zika in Colombia. The south-western region was identified as a high-risk cluster for all three diseases in separate and simultaneously. This region has a favorable climate for the Aedes mosquitoes and other characteristics that facilitate the diseases’ transmission, such as social deprivation and high population mobility. Our results provide useful information on the locations that should be prioritized for interventions to prevent the entry of new diseases transmitted by Aedes and to reduce the burden of dengue, chikungunya and Zika where they are established
publishDate 2022
dc.date.accessioned.none.fl_str_mv 2022-11-25T22:51:23Z
dc.date.available.none.fl_str_mv 2022-11-25T22:51:23Z
dc.date.issued.none.fl_str_mv 2022-08-13
dc.type.none.fl_str_mv Artículos Científicos
dc.type.coar.none.fl_str_mv http://purl.org/coar/resource_type/c_2df8fbb1
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dc.identifier.issn.spa.fl_str_mv 1935-2735
dc.identifier.uri.spa.fl_str_mv https://doi.org/10.1371/journal.pntd.0010334
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12494/47218
dc.identifier.bibliographicCitation.spa.fl_str_mv Freitas LP, Carabali M, Yuan M, Jaramillo-Ramirez GI, Balaguera CG, Restrepo BN, et al. (2022) Spatio-temporal clusters and patterns of spread of dengue, chikungunya, and Zika in Colombia. [Articulo ciuentifico, Universidad Cooperativa de Colombia], Repositorio Institucional Universidad Cooperativa de Colombia. https://repository.ucc.edu.co/handle/20.500.12494/47218
identifier_str_mv 1935-2735
Freitas LP, Carabali M, Yuan M, Jaramillo-Ramirez GI, Balaguera CG, Restrepo BN, et al. (2022) Spatio-temporal clusters and patterns of spread of dengue, chikungunya, and Zika in Colombia. [Articulo ciuentifico, Universidad Cooperativa de Colombia], Repositorio Institucional Universidad Cooperativa de Colombia. https://repository.ucc.edu.co/handle/20.500.12494/47218
url https://doi.org/10.1371/journal.pntd.0010334
https://hdl.handle.net/20.500.12494/47218
dc.relation.isversionof.spa.fl_str_mv https://journals.plos.org/plosntds/article?id=10.1371/journal.pntd.0010334
dc.relation.ispartofjournal.spa.fl_str_mv PLoS Neglected Tropical Diseases
dc.relation.references.spa.fl_str_mv Lambrechts L, Scott TW, Gubler DJ. Consequences of the Expanding Global Distribution of Aedes albopictus for Dengue Virus Transmission. Halstead SB, editor. PLoS Negl Trop Dis. 2010;4: e646. pmid:20520794 View ArticlePubMed/NCBIGoogle Scholar
Yactayo S, Staples JE, Millot V, Cibrelus L, Ramon-Pardo P. Epidemiology of Chikungunya in the Americas. J Infect Dis. 2016;214: S441–S445. pmid:27920170 View ArticlePubMed/NCBIGoogle Scholar
Mulligan K, Dixon J, Joanna Sinn C-L, Elliott SJ. Is dengue a disease of poverty? A systematic review. Pathog Glob Health. 2015;109: 10–18. pmid:25546339 View ArticlePubMed/NCBIGoogle Scholar
Tapia-Conyer R, Méndez-Galván JF, Gallardo-Rincón H. The growing burden of dengue in Latin America. J Clin Virol. 2009;46: S3–S6. pmid:19800563 View ArticlePubMed/NCBIGoogle Scholar
WHO. Dengue and severe dengue. In: World Health Organization [Internet]. 2 Feb 2018 [cited 15 Jul 2018]. Available: http://www.who.int/news-room/fact-sheets/detail/dengue-and-severe-dengue
5.Bhatt S, Gething PW, Brady OJ, Messina JP, Farlow AW, Moyes CL, et al. The global distribution and burden of dengue. Nature. 2013;496: 504–507. pmid:23563266 View ArticlePubMed/NCBIGoogle Scholar
dc.rights.license.none.fl_str_mv Atribución
dc.rights.accessrights.none.fl_str_mv info:eu-repo/semantics/openAccess
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eu_rights_str_mv openAccess
dc.format.extent.spa.fl_str_mv 18 p.
dc.coverage.temporal.spa.fl_str_mv 16(8)
dc.publisher.spa.fl_str_mv Alberto Novaes Ramos Jr, Federal University of Ceará, Fortaleza, Brazil, BRAZIL
Universidad Cooperativa de Colombia-Sede Villavicencio-Programa Medicina
dc.publisher.program.spa.fl_str_mv Medicina
dc.publisher.place.spa.fl_str_mv Villavicencio
institution Universidad Cooperativa de Colombia
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repository.name.fl_str_mv Repositorio Institucional Universidad Cooperativa de Colombia
repository.mail.fl_str_mv bdigital@metabiblioteca.com
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spelling García Balaguera, CésarFreitas, Lais16(8)2022-11-25T22:51:23Z2022-11-25T22:51:23Z2022-08-131935-2735https://doi.org/10.1371/journal.pntd.0010334https://hdl.handle.net/20.500.12494/47218Freitas LP, Carabali M, Yuan M, Jaramillo-Ramirez GI, Balaguera CG, Restrepo BN, et al. (2022) Spatio-temporal clusters and patterns of spread of dengue, chikungunya, and Zika in Colombia. [Articulo ciuentifico, Universidad Cooperativa de Colombia], Repositorio Institucional Universidad Cooperativa de Colombia. https://repository.ucc.edu.co/handle/20.500.12494/47218Dengue, chikungunya, and Zika are diseases transmitted to humans by the bite of infected Aedes mosquitoes. Between 2014 and 2016 chikungunya and Zika viruses started causing outbreaks in Colombia, one of the countries historically most affected by dengue. We used case counts of the diseases by municipality and week to study the spread trajectory of chikungunya and Zika within Colombia’s territory, and to identify space-time high-risk clusters, i.e., the areas and time periods that dengue, chikungunya, and Zika were more present. Chikungunya and Zika spread similarly in Colombia, but Zika spread faster. The Atlantic coast, a famous touristic destination in the country, was likely the place of entry of chikungunya and Zika in Colombia. The south-western region was identified as a high-risk cluster for all three diseases in separate and simultaneously. This region has a favorable climate for the Aedes mosquitoes and other characteristics that facilitate the diseases’ transmission, such as social deprivation and high population mobility. Our results provide useful information on the locations that should be prioritized for interventions to prevent the entry of new diseases transmitted by Aedes and to reduce the burden of dengue, chikungunya and Zika where they are establishedDengue, chikungunya, and Zika are diseases transmitted to humans by the bite of infected Aedes mosquitoes. Between 2014 and 2016 chikungunya and Zika viruses started causing outbreaks in Colombia, one of the countries historically most affected by dengue. We used case counts of the diseases by municipality and week to study the spread trajectory of chikungunya and Zika within Colombia’s territory, and to identify space-time high-risk clusters, i.e., the areas and time periods that dengue, chikungunya, and Zika were more present. Chikungunya and Zika spread similarly in Colombia, but Zika spread faster. The Atlantic coast, a famous touristic destination in the country, was likely the place of entry of chikungunya and Zika in Colombia. The south-western region was identified as a high-risk cluster for all three diseases in separate and simultaneously. This region has a favorable climate for the Aedes mosquitoes and other characteristics that facilitate the diseases’ transmission, such as social deprivation and high population mobility. Our results provide useful information on the locations that should be prioritized for interventions to prevent the entry of new diseases transmitted by Aedes and to reduce the burden of dengue, chikungunya and Zika where they are establishedhttps://scienti.minciencias.gov.co/cvlac/EnProdArticulo/query.do?cod_producto=61&cod_rh=0000584894https://orcid.org/0000-0002-0750-5541Col0001143cesar.garcia@campusucc.edu.cohttps://scholar.google.com/citations?user=CZo1nV4AAAAJ&hl=en18 p.Alberto Novaes Ramos Jr, Federal University of Ceará, Fortaleza, Brazil, BRAZILUniversidad Cooperativa de Colombia-Sede Villavicencio-Programa MedicinaMedicinaVillavicenciohttps://journals.plos.org/plosntds/article?id=10.1371/journal.pntd.0010334PLoS Neglected Tropical DiseasesLambrechts L, Scott TW, Gubler DJ. Consequences of the Expanding Global Distribution of Aedes albopictus for Dengue Virus Transmission. Halstead SB, editor. PLoS Negl Trop Dis. 2010;4: e646. pmid:20520794 View ArticlePubMed/NCBIGoogle ScholarYactayo S, Staples JE, Millot V, Cibrelus L, Ramon-Pardo P. Epidemiology of Chikungunya in the Americas. J Infect Dis. 2016;214: S441–S445. pmid:27920170 View ArticlePubMed/NCBIGoogle ScholarMulligan K, Dixon J, Joanna Sinn C-L, Elliott SJ. Is dengue a disease of poverty? A systematic review. Pathog Glob Health. 2015;109: 10–18. pmid:25546339 View ArticlePubMed/NCBIGoogle ScholarTapia-Conyer R, Méndez-Galván JF, Gallardo-Rincón H. The growing burden of dengue in Latin America. J Clin Virol. 2009;46: S3–S6. pmid:19800563 View ArticlePubMed/NCBIGoogle ScholarWHO. Dengue and severe dengue. In: World Health Organization [Internet]. 2 Feb 2018 [cited 15 Jul 2018]. Available: http://www.who.int/news-room/fact-sheets/detail/dengue-and-severe-dengue5.Bhatt S, Gething PW, Brady OJ, Messina JP, Farlow AW, Moyes CL, et al. The global distribution and burden of dengue. Nature. 2013;496: 504–507. pmid:23563266 View ArticlePubMed/NCBIGoogle ScholarDengueZikaChikingunyaSpatio temporal clustersSpatio-temporal clusters and patterns of spread of dengue, chikungunya, and Zika in ColombiaArtículos Científicoshttp://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionAtribucióninfo:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2PublicationLICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repository.ucc.edu.co/bitstreams/2a626160-6655-46a1-a46a-50f58de5cd01/download8a4605be74aa9ea9d79846c1fba20a33MD5620.500.12494/47218oai:repository.ucc.edu.co:20.500.12494/472182024-08-10 22:47:50.182metadata.onlyhttps://repository.ucc.edu.coRepositorio Institucional Universidad Cooperativa de Colombiabdigital@metabiblioteca.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