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Zika virus infection and microcephaly: Evidence regarding geospatial associations

BACKGROUND: Although the Zika virus (ZIKV) epidemic ceased to be a public health emergency by the end of 2016, studies to improve knowledge about this emerging disease are still needed, especially those investigating a causal relationship between ZIKV in pregnant women and microcephaly in neonates....

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Autores principales: Vissoci, João Ricardo Nickenig, Rocha, Thiago Augusto Hernandes, da Silva, Núbia Cristina, de Sousa Queiroz, Rejane Christine, Thomaz, Erika Bárbara Abreu Fonseca, Amaral, Pedro Vasconcelos Maia, Lein, Adriana, Branco, Maria dos Remédios Freitas Carvalho, Aquino, José, Rodrigues, Zulimar Márita Ribeiro, da Silva, Antônio Augusto Moura, Staton, Catherine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5937996/
https://www.ncbi.nlm.nih.gov/pubmed/29694351
http://dx.doi.org/10.1371/journal.pntd.0006392
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author Vissoci, João Ricardo Nickenig
Rocha, Thiago Augusto Hernandes
da Silva, Núbia Cristina
de Sousa Queiroz, Rejane Christine
Thomaz, Erika Bárbara Abreu Fonseca
Amaral, Pedro Vasconcelos Maia
Lein, Adriana
Branco, Maria dos Remédios Freitas Carvalho
Aquino, José
Rodrigues, Zulimar Márita Ribeiro
da Silva, Antônio Augusto Moura
Staton, Catherine
author_facet Vissoci, João Ricardo Nickenig
Rocha, Thiago Augusto Hernandes
da Silva, Núbia Cristina
de Sousa Queiroz, Rejane Christine
Thomaz, Erika Bárbara Abreu Fonseca
Amaral, Pedro Vasconcelos Maia
Lein, Adriana
Branco, Maria dos Remédios Freitas Carvalho
Aquino, José
Rodrigues, Zulimar Márita Ribeiro
da Silva, Antônio Augusto Moura
Staton, Catherine
author_sort Vissoci, João Ricardo Nickenig
collection PubMed
description BACKGROUND: Although the Zika virus (ZIKV) epidemic ceased to be a public health emergency by the end of 2016, studies to improve knowledge about this emerging disease are still needed, especially those investigating a causal relationship between ZIKV in pregnant women and microcephaly in neonates. However, there are still many challenges in describing the relationship between ZIKV and microcephaly. The few studies focusing on the epidemiological profile of ZIKV and its changes over time are largely limited to systematic reviews of case reports and dispersal mapping of ZIKV spread over time without quantitative methods to analyze patterns and their covariates. Since Brazil has been at the epicenter of the ZIKV epidemic, this study examines the geospatial association between ZIKV and microcephaly in Brazil. METHODS: Our study is categorized as a retrospective, ecological study based on secondary databases. Data were obtained from January to December 2016, from the following data sources: Brazilian System for Epidemiological Surveillance, Disease Notification System, System for Specialized Management Support, and Brazilian Institute of Geography and Statistics. Data were aggregated by municipality. Incidence rates were estimated per 100,000 inhabitants. Analyses consisted of mapping the aggregated incidence rates of ZIKV and microcephaly, followed by a Getis-Ord-Gi spatial cluster analysis and a Bivariate Local Moran’s I analysis. RESULTS: The incidence of ZIKV cases is changing the virus’s spatial pattern, shifting from Brazil’s Northeast region to the Midwest and North regions. The number of municipalities in clusters of microcephaly incidence is also shifting from the Northeast region to the Midwest and North, after a time lag is considered. Our findings suggest an increase in microcephaly incidence in the Midwest and North regions, associated with high levels of ZIKV infection months before. CONCLUSION: The greatest burden of microcephaly shifted from the Northeast to other Brazilian regions at the beginning of 2016. Brazil’s Midwest region experienced an increase in microcephaly incidence associated with ZIKV incidence. This finding highlights an association between an increase in ZIKV infection with a rise in microcephaly cases after approximately three months.
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spelling pubmed-59379962018-05-18 Zika virus infection and microcephaly: Evidence regarding geospatial associations Vissoci, João Ricardo Nickenig Rocha, Thiago Augusto Hernandes da Silva, Núbia Cristina de Sousa Queiroz, Rejane Christine Thomaz, Erika Bárbara Abreu Fonseca Amaral, Pedro Vasconcelos Maia Lein, Adriana Branco, Maria dos Remédios Freitas Carvalho Aquino, José Rodrigues, Zulimar Márita Ribeiro da Silva, Antônio Augusto Moura Staton, Catherine PLoS Negl Trop Dis Research Article BACKGROUND: Although the Zika virus (ZIKV) epidemic ceased to be a public health emergency by the end of 2016, studies to improve knowledge about this emerging disease are still needed, especially those investigating a causal relationship between ZIKV in pregnant women and microcephaly in neonates. However, there are still many challenges in describing the relationship between ZIKV and microcephaly. The few studies focusing on the epidemiological profile of ZIKV and its changes over time are largely limited to systematic reviews of case reports and dispersal mapping of ZIKV spread over time without quantitative methods to analyze patterns and their covariates. Since Brazil has been at the epicenter of the ZIKV epidemic, this study examines the geospatial association between ZIKV and microcephaly in Brazil. METHODS: Our study is categorized as a retrospective, ecological study based on secondary databases. Data were obtained from January to December 2016, from the following data sources: Brazilian System for Epidemiological Surveillance, Disease Notification System, System for Specialized Management Support, and Brazilian Institute of Geography and Statistics. Data were aggregated by municipality. Incidence rates were estimated per 100,000 inhabitants. Analyses consisted of mapping the aggregated incidence rates of ZIKV and microcephaly, followed by a Getis-Ord-Gi spatial cluster analysis and a Bivariate Local Moran’s I analysis. RESULTS: The incidence of ZIKV cases is changing the virus’s spatial pattern, shifting from Brazil’s Northeast region to the Midwest and North regions. The number of municipalities in clusters of microcephaly incidence is also shifting from the Northeast region to the Midwest and North, after a time lag is considered. Our findings suggest an increase in microcephaly incidence in the Midwest and North regions, associated with high levels of ZIKV infection months before. CONCLUSION: The greatest burden of microcephaly shifted from the Northeast to other Brazilian regions at the beginning of 2016. Brazil’s Midwest region experienced an increase in microcephaly incidence associated with ZIKV incidence. This finding highlights an association between an increase in ZIKV infection with a rise in microcephaly cases after approximately three months. Public Library of Science 2018-04-25 /pmc/articles/PMC5937996/ /pubmed/29694351 http://dx.doi.org/10.1371/journal.pntd.0006392 Text en © 2018 Vissoci 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
Vissoci, João Ricardo Nickenig
Rocha, Thiago Augusto Hernandes
da Silva, Núbia Cristina
de Sousa Queiroz, Rejane Christine
Thomaz, Erika Bárbara Abreu Fonseca
Amaral, Pedro Vasconcelos Maia
Lein, Adriana
Branco, Maria dos Remédios Freitas Carvalho
Aquino, José
Rodrigues, Zulimar Márita Ribeiro
da Silva, Antônio Augusto Moura
Staton, Catherine
Zika virus infection and microcephaly: Evidence regarding geospatial associations
title Zika virus infection and microcephaly: Evidence regarding geospatial associations
title_full Zika virus infection and microcephaly: Evidence regarding geospatial associations
title_fullStr Zika virus infection and microcephaly: Evidence regarding geospatial associations
title_full_unstemmed Zika virus infection and microcephaly: Evidence regarding geospatial associations
title_short Zika virus infection and microcephaly: Evidence regarding geospatial associations
title_sort zika virus infection and microcephaly: evidence regarding geospatial associations
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5937996/
https://www.ncbi.nlm.nih.gov/pubmed/29694351
http://dx.doi.org/10.1371/journal.pntd.0006392
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