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Behavioral, climatic, and environmental risk factors for Zika and Chikungunya virus infections in Rio de Janeiro, Brazil, 2015-16
The burden of arboviruses in the Americas is high and may result in long-term sequelae with infants disabled by Zika virus infection (ZIKV) and arthritis caused by infection with Chikungunya virus (CHIKV). We aimed to identify environmental drivers of arbovirus epidemics to predict where the next ep...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5690671/ https://www.ncbi.nlm.nih.gov/pubmed/29145452 http://dx.doi.org/10.1371/journal.pone.0188002 |
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author | Fuller, Trevon L. Calvet, Guilherme Genaro Estevam, Camila Rafael Angelo, Jussara Abiodun, Gbenga J. Halai, Umme-Aiman De Santis, Bianca Carvalho Sequeira, Patricia Machado Araujo, Eliane Alves Sampaio, Simone Lima de Mendonça, Marco Cesar Fabri, Allison Ribeiro, Rita Maria Harrigan, Ryan Smith, Thomas B. Raja Gabaglia, Claudia Brasil, Patrícia Bispo de Filippis, Ana Maria Nielsen-Saines, Karin |
author_facet | Fuller, Trevon L. Calvet, Guilherme Genaro Estevam, Camila Rafael Angelo, Jussara Abiodun, Gbenga J. Halai, Umme-Aiman De Santis, Bianca Carvalho Sequeira, Patricia Machado Araujo, Eliane Alves Sampaio, Simone Lima de Mendonça, Marco Cesar Fabri, Allison Ribeiro, Rita Maria Harrigan, Ryan Smith, Thomas B. Raja Gabaglia, Claudia Brasil, Patrícia Bispo de Filippis, Ana Maria Nielsen-Saines, Karin |
author_sort | Fuller, Trevon L. |
collection | PubMed |
description | The burden of arboviruses in the Americas is high and may result in long-term sequelae with infants disabled by Zika virus infection (ZIKV) and arthritis caused by infection with Chikungunya virus (CHIKV). We aimed to identify environmental drivers of arbovirus epidemics to predict where the next epidemics will occur and prioritize municipalities for vector control and eventual vaccination. We screened sera and urine samples (n = 10,459) from residents of 48 municipalities in the state of Rio de Janeiro for CHIKV, dengue virus (DENV), and ZIKV by molecular PCR diagnostics. Further, we assessed the spatial pattern of arbovirus incidence at the municipal and neighborhood scales and the timing of epidemics and major rainfall events. Lab-confirmed cases included 1,717 infections with ZIKV (43.8%) and 2,170 with CHIKV (55.4%) and only 29 (<1%) with DENV. ZIKV incidence was greater in neighborhoods with little access to municipal water infrastructure (r = -0.47, p = 1.2x10(-8)). CHIKV incidence was weakly correlated with urbanization (r = 0.2, p = 0.02). Rains began in October 2015 and were followed one month later by the largest wave of ZIKV epidemic. ZIKV cases markedly declined in February 2016, which coincided with the start of a CHIKV outbreak. Rainfall predicted ZIKV and CHIKV with a lead time of 3 weeks each time. The association between rainfall and epidemics reflects vector ecology as the larval stages of Aedes aegypti require pools of water to develop. The temporal dynamics of ZIKV and CHIKV may be explained by the shorter incubation period of the viruses in the mosquito vector; 2 days for CHIKV versus 10 days for ZIKV. |
format | Online Article Text |
id | pubmed-5690671 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-56906712017-11-30 Behavioral, climatic, and environmental risk factors for Zika and Chikungunya virus infections in Rio de Janeiro, Brazil, 2015-16 Fuller, Trevon L. Calvet, Guilherme Genaro Estevam, Camila Rafael Angelo, Jussara Abiodun, Gbenga J. Halai, Umme-Aiman De Santis, Bianca Carvalho Sequeira, Patricia Machado Araujo, Eliane Alves Sampaio, Simone Lima de Mendonça, Marco Cesar Fabri, Allison Ribeiro, Rita Maria Harrigan, Ryan Smith, Thomas B. Raja Gabaglia, Claudia Brasil, Patrícia Bispo de Filippis, Ana Maria Nielsen-Saines, Karin PLoS One Research Article The burden of arboviruses in the Americas is high and may result in long-term sequelae with infants disabled by Zika virus infection (ZIKV) and arthritis caused by infection with Chikungunya virus (CHIKV). We aimed to identify environmental drivers of arbovirus epidemics to predict where the next epidemics will occur and prioritize municipalities for vector control and eventual vaccination. We screened sera and urine samples (n = 10,459) from residents of 48 municipalities in the state of Rio de Janeiro for CHIKV, dengue virus (DENV), and ZIKV by molecular PCR diagnostics. Further, we assessed the spatial pattern of arbovirus incidence at the municipal and neighborhood scales and the timing of epidemics and major rainfall events. Lab-confirmed cases included 1,717 infections with ZIKV (43.8%) and 2,170 with CHIKV (55.4%) and only 29 (<1%) with DENV. ZIKV incidence was greater in neighborhoods with little access to municipal water infrastructure (r = -0.47, p = 1.2x10(-8)). CHIKV incidence was weakly correlated with urbanization (r = 0.2, p = 0.02). Rains began in October 2015 and were followed one month later by the largest wave of ZIKV epidemic. ZIKV cases markedly declined in February 2016, which coincided with the start of a CHIKV outbreak. Rainfall predicted ZIKV and CHIKV with a lead time of 3 weeks each time. The association between rainfall and epidemics reflects vector ecology as the larval stages of Aedes aegypti require pools of water to develop. The temporal dynamics of ZIKV and CHIKV may be explained by the shorter incubation period of the viruses in the mosquito vector; 2 days for CHIKV versus 10 days for ZIKV. Public Library of Science 2017-11-16 /pmc/articles/PMC5690671/ /pubmed/29145452 http://dx.doi.org/10.1371/journal.pone.0188002 Text en © 2017 Fuller et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Fuller, Trevon L. Calvet, Guilherme Genaro Estevam, Camila Rafael Angelo, Jussara Abiodun, Gbenga J. Halai, Umme-Aiman De Santis, Bianca Carvalho Sequeira, Patricia Machado Araujo, Eliane Alves Sampaio, Simone Lima de Mendonça, Marco Cesar Fabri, Allison Ribeiro, Rita Maria Harrigan, Ryan Smith, Thomas B. Raja Gabaglia, Claudia Brasil, Patrícia Bispo de Filippis, Ana Maria Nielsen-Saines, Karin Behavioral, climatic, and environmental risk factors for Zika and Chikungunya virus infections in Rio de Janeiro, Brazil, 2015-16 |
title | Behavioral, climatic, and environmental risk factors for Zika and Chikungunya virus infections in Rio de Janeiro, Brazil, 2015-16 |
title_full | Behavioral, climatic, and environmental risk factors for Zika and Chikungunya virus infections in Rio de Janeiro, Brazil, 2015-16 |
title_fullStr | Behavioral, climatic, and environmental risk factors for Zika and Chikungunya virus infections in Rio de Janeiro, Brazil, 2015-16 |
title_full_unstemmed | Behavioral, climatic, and environmental risk factors for Zika and Chikungunya virus infections in Rio de Janeiro, Brazil, 2015-16 |
title_short | Behavioral, climatic, and environmental risk factors for Zika and Chikungunya virus infections in Rio de Janeiro, Brazil, 2015-16 |
title_sort | behavioral, climatic, and environmental risk factors for zika and chikungunya virus infections in rio de janeiro, brazil, 2015-16 |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5690671/ https://www.ncbi.nlm.nih.gov/pubmed/29145452 http://dx.doi.org/10.1371/journal.pone.0188002 |
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