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. H...

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Published in:PLOS Neglected Tropical Diseases
Main Authors: João Ricardo Nickenig Vissoci, Thiago Augusto Hernandes Rocha, Núbia Cristina da Silva, Rejane Christine de Sousa Queiroz, Erika Bárbara Abreu Fonseca Thomaz, Pedro Vasconcelos Maia Amaral, Adriana Lein, Maria Dos Remédios Freitas Carvalho Branco, José Aquino, Zulimar Márita Ribeiro Rodrigues, Antônio Augusto Moura da Silva, Catherine Staton
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2018
Subjects:
Online Access:https://doi.org/10.1371/journal.pntd.0006392
https://doaj.org/article/f5dca4f3ce8444bbae1b785b769da1f4
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spelling ftdoajarticles:oai:doaj.org/article:f5dca4f3ce8444bbae1b785b769da1f4 2023-05-15T15:14:39+02:00 Zika virus infection and microcephaly: Evidence regarding geospatial associations. João Ricardo Nickenig Vissoci Thiago Augusto Hernandes Rocha Núbia Cristina da Silva Rejane Christine de Sousa Queiroz Erika Bárbara Abreu Fonseca Thomaz Pedro Vasconcelos Maia Amaral Adriana Lein Maria Dos Remédios Freitas Carvalho Branco José Aquino Zulimar Márita Ribeiro Rodrigues Antônio Augusto Moura da Silva Catherine Staton 2018-04-01T00:00:00Z https://doi.org/10.1371/journal.pntd.0006392 https://doaj.org/article/f5dca4f3ce8444bbae1b785b769da1f4 EN eng Public Library of Science (PLoS) http://europepmc.org/articles/PMC5937996?pdf=render https://doaj.org/toc/1935-2727 https://doaj.org/toc/1935-2735 1935-2727 1935-2735 doi:10.1371/journal.pntd.0006392 https://doaj.org/article/f5dca4f3ce8444bbae1b785b769da1f4 PLoS Neglected Tropical Diseases, Vol 12, Iss 4, p e0006392 (2018) Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 article 2018 ftdoajarticles https://doi.org/10.1371/journal.pntd.0006392 2023-01-08T01:24:30Z 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 ... Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic PLOS Neglected Tropical Diseases 12 4 e0006392
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
spellingShingle Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
João Ricardo Nickenig Vissoci
Thiago Augusto Hernandes Rocha
Núbia Cristina da Silva
Rejane Christine de Sousa Queiroz
Erika Bárbara Abreu Fonseca Thomaz
Pedro Vasconcelos Maia Amaral
Adriana Lein
Maria Dos Remédios Freitas Carvalho Branco
José Aquino
Zulimar Márita Ribeiro Rodrigues
Antônio Augusto Moura da Silva
Catherine Staton
Zika virus infection and microcephaly: Evidence regarding geospatial associations.
topic_facet Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
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 ...
format Article in Journal/Newspaper
author João Ricardo Nickenig Vissoci
Thiago Augusto Hernandes Rocha
Núbia Cristina da Silva
Rejane Christine de Sousa Queiroz
Erika Bárbara Abreu Fonseca Thomaz
Pedro Vasconcelos Maia Amaral
Adriana Lein
Maria Dos Remédios Freitas Carvalho Branco
José Aquino
Zulimar Márita Ribeiro Rodrigues
Antônio Augusto Moura da Silva
Catherine Staton
author_facet João Ricardo Nickenig Vissoci
Thiago Augusto Hernandes Rocha
Núbia Cristina da Silva
Rejane Christine de Sousa Queiroz
Erika Bárbara Abreu Fonseca Thomaz
Pedro Vasconcelos Maia Amaral
Adriana Lein
Maria Dos Remédios Freitas Carvalho Branco
José Aquino
Zulimar Márita Ribeiro Rodrigues
Antônio Augusto Moura da Silva
Catherine Staton
author_sort João Ricardo Nickenig Vissoci
title Zika virus infection and microcephaly: Evidence regarding geospatial associations.
title_short 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_sort zika virus infection and microcephaly: evidence regarding geospatial associations.
publisher Public Library of Science (PLoS)
publishDate 2018
url https://doi.org/10.1371/journal.pntd.0006392
https://doaj.org/article/f5dca4f3ce8444bbae1b785b769da1f4
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source PLoS Neglected Tropical Diseases, Vol 12, Iss 4, p e0006392 (2018)
op_relation http://europepmc.org/articles/PMC5937996?pdf=render
https://doaj.org/toc/1935-2727
https://doaj.org/toc/1935-2735
1935-2727
1935-2735
doi:10.1371/journal.pntd.0006392
https://doaj.org/article/f5dca4f3ce8444bbae1b785b769da1f4
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container_title PLOS Neglected Tropical Diseases
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