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The association between Zika virus infection and microcephaly in Brazil 2015–2017: An observational analysis of over 4 million births
BACKGROUND: In 2015, high rates of microcephaly were reported in Northeast Brazil following the first South American Zika virus (ZIKV) outbreak. Reported microcephaly rates in other Zika-affected areas were significantly lower, suggesting alternate causes or the involvement of arboviral cofactors in...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6400331/ https://www.ncbi.nlm.nih.gov/pubmed/30835728 http://dx.doi.org/10.1371/journal.pmed.1002755 |
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author | Brady, Oliver J. Osgood-Zimmerman, Aaron Kassebaum, Nicholas J. Ray, Sarah E. de Araújo, Valdelaine E. M. da Nóbrega, Aglaêr A. Frutuoso, Livia C. V. Lecca, Roberto C. R. Stevens, Antony Zoca de Oliveira, Bruno de Lima, José M. Bogoch, Isaac I. Mayaud, Philippe Jaenisch, Thomas Mokdad, Ali H. Murray, Christopher J. L. Hay, Simon I. Reiner, Robert C. Marinho, Fatima |
author_facet | Brady, Oliver J. Osgood-Zimmerman, Aaron Kassebaum, Nicholas J. Ray, Sarah E. de Araújo, Valdelaine E. M. da Nóbrega, Aglaêr A. Frutuoso, Livia C. V. Lecca, Roberto C. R. Stevens, Antony Zoca de Oliveira, Bruno de Lima, José M. Bogoch, Isaac I. Mayaud, Philippe Jaenisch, Thomas Mokdad, Ali H. Murray, Christopher J. L. Hay, Simon I. Reiner, Robert C. Marinho, Fatima |
author_sort | Brady, Oliver J. |
collection | PubMed |
description | BACKGROUND: In 2015, high rates of microcephaly were reported in Northeast Brazil following the first South American Zika virus (ZIKV) outbreak. Reported microcephaly rates in other Zika-affected areas were significantly lower, suggesting alternate causes or the involvement of arboviral cofactors in exacerbating microcephaly rates. METHODS AND FINDINGS: We merged data from multiple national reporting databases in Brazil to estimate exposure to 9 known or hypothesized causes of microcephaly for every pregnancy nationwide since the beginning of the ZIKV outbreak; this generated between 3.6 and 5.4 million cases (depending on analysis) over the time period 1 January 2015–23 May 2017. The association between ZIKV and microcephaly was statistically tested against models with alternative causes or with effect modifiers. We found no evidence for alternative non-ZIKV causes of the 2015–2017 microcephaly outbreak, nor that concurrent exposure to arbovirus infection or vaccination modified risk. We estimate an absolute risk of microcephaly of 40.8 (95% CI 34.2–49.3) per 10,000 births and a relative risk of 16.8 (95% CI 3.2–369.1) given ZIKV infection in the first or second trimester of pregnancy; however, because ZIKV infection rates were highly variable, most pregnant women in Brazil during the ZIKV outbreak will have been subject to lower risk levels. Statistically significant associations of ZIKV with other birth defects were also detected, but at lower relative risks than that of microcephaly (relative risk < 1.5). Our analysis was limited by missing data prior to the establishment of nationwide ZIKV surveillance, and its findings may be affected by unmeasured confounding causes of microcephaly not available in routinely collected surveillance data. CONCLUSIONS: This study strengthens the evidence that congenital ZIKV infection, particularly in the first 2 trimesters of pregnancy, is associated with microcephaly and less frequently with other birth defects. The finding of no alternative causes for geographic differences in microcephaly rate leads us to hypothesize that the Northeast region was disproportionately affected by this Zika outbreak, with 94% of an estimated 8.5 million total cases occurring in this region, suggesting a need for seroprevalence surveys to determine the underlying reason. |
format | Online Article Text |
id | pubmed-6400331 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-64003312019-03-17 The association between Zika virus infection and microcephaly in Brazil 2015–2017: An observational analysis of over 4 million births Brady, Oliver J. Osgood-Zimmerman, Aaron Kassebaum, Nicholas J. Ray, Sarah E. de Araújo, Valdelaine E. M. da Nóbrega, Aglaêr A. Frutuoso, Livia C. V. Lecca, Roberto C. R. Stevens, Antony Zoca de Oliveira, Bruno de Lima, José M. Bogoch, Isaac I. Mayaud, Philippe Jaenisch, Thomas Mokdad, Ali H. Murray, Christopher J. L. Hay, Simon I. Reiner, Robert C. Marinho, Fatima PLoS Med Research Article BACKGROUND: In 2015, high rates of microcephaly were reported in Northeast Brazil following the first South American Zika virus (ZIKV) outbreak. Reported microcephaly rates in other Zika-affected areas were significantly lower, suggesting alternate causes or the involvement of arboviral cofactors in exacerbating microcephaly rates. METHODS AND FINDINGS: We merged data from multiple national reporting databases in Brazil to estimate exposure to 9 known or hypothesized causes of microcephaly for every pregnancy nationwide since the beginning of the ZIKV outbreak; this generated between 3.6 and 5.4 million cases (depending on analysis) over the time period 1 January 2015–23 May 2017. The association between ZIKV and microcephaly was statistically tested against models with alternative causes or with effect modifiers. We found no evidence for alternative non-ZIKV causes of the 2015–2017 microcephaly outbreak, nor that concurrent exposure to arbovirus infection or vaccination modified risk. We estimate an absolute risk of microcephaly of 40.8 (95% CI 34.2–49.3) per 10,000 births and a relative risk of 16.8 (95% CI 3.2–369.1) given ZIKV infection in the first or second trimester of pregnancy; however, because ZIKV infection rates were highly variable, most pregnant women in Brazil during the ZIKV outbreak will have been subject to lower risk levels. Statistically significant associations of ZIKV with other birth defects were also detected, but at lower relative risks than that of microcephaly (relative risk < 1.5). Our analysis was limited by missing data prior to the establishment of nationwide ZIKV surveillance, and its findings may be affected by unmeasured confounding causes of microcephaly not available in routinely collected surveillance data. CONCLUSIONS: This study strengthens the evidence that congenital ZIKV infection, particularly in the first 2 trimesters of pregnancy, is associated with microcephaly and less frequently with other birth defects. The finding of no alternative causes for geographic differences in microcephaly rate leads us to hypothesize that the Northeast region was disproportionately affected by this Zika outbreak, with 94% of an estimated 8.5 million total cases occurring in this region, suggesting a need for seroprevalence surveys to determine the underlying reason. Public Library of Science 2019-03-05 /pmc/articles/PMC6400331/ /pubmed/30835728 http://dx.doi.org/10.1371/journal.pmed.1002755 Text en © 2019 Brady 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 Brady, Oliver J. Osgood-Zimmerman, Aaron Kassebaum, Nicholas J. Ray, Sarah E. de Araújo, Valdelaine E. M. da Nóbrega, Aglaêr A. Frutuoso, Livia C. V. Lecca, Roberto C. R. Stevens, Antony Zoca de Oliveira, Bruno de Lima, José M. Bogoch, Isaac I. Mayaud, Philippe Jaenisch, Thomas Mokdad, Ali H. Murray, Christopher J. L. Hay, Simon I. Reiner, Robert C. Marinho, Fatima The association between Zika virus infection and microcephaly in Brazil 2015–2017: An observational analysis of over 4 million births |
title | The association between Zika virus infection and microcephaly in Brazil 2015–2017: An observational analysis of over 4 million births |
title_full | The association between Zika virus infection and microcephaly in Brazil 2015–2017: An observational analysis of over 4 million births |
title_fullStr | The association between Zika virus infection and microcephaly in Brazil 2015–2017: An observational analysis of over 4 million births |
title_full_unstemmed | The association between Zika virus infection and microcephaly in Brazil 2015–2017: An observational analysis of over 4 million births |
title_short | The association between Zika virus infection and microcephaly in Brazil 2015–2017: An observational analysis of over 4 million births |
title_sort | association between zika virus infection and microcephaly in brazil 2015–2017: an observational analysis of over 4 million births |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6400331/ https://www.ncbi.nlm.nih.gov/pubmed/30835728 http://dx.doi.org/10.1371/journal.pmed.1002755 |
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