Evidence map›Paper›PMID 30835728›Full record

Observational studyPLoS medicine2019

The association between Zika virus infection and microcephaly in Brazil 2015-2017: An observational analysis of over 4 million births.

Oliver J Brady, Aaron Osgood-Zimmerman, Nicholas J Kassebaum, Sarah E Ray, Valdelaine E M de Araújo, Aglaêr A da Nóbrega, Livia C V Frutuoso, Roberto C R Lecca, Antony Stevens, Bruno Zoca de Oliveira and 9 more

Open access · goldAbstract readObservational Study
In one paragraph

Observational study in PLoS medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 76 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
76citing papers in PubMed, 3 pooled it
23.1field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

76 citing papers in PubMed, 3 syntheses or guidelines pooled it, 142 citations in OpenAlex.

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  16. Transcriptome analysis ofCurrent research in parasitology & vector-borne diseases · 2025
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16 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

19 authors at 5 institutions in 5 countries.

Oliver J BradyDepartment of Infectious Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, United Kingdom.ORCID 0000-0002-3235-2129
Aaron Osgood-ZimmermanInstitute for Health Metrics and Evaluation, University of Washington, Seattle, Washington, United States of America.ORCID 0000-0002-6563-7366
Nicholas J KassebaumInstitute for Health Metrics and Evaluation, University of Washington, Seattle, Washington, United States of America.ORCID 0000-0002-4299-9348
Sarah E RayInstitute for Health Metrics and Evaluation, University of Washington, Seattle, Washington, United States of America.ORCID 0000-0002-5775-8344
Valdelaine E M de AraújoSecretariat of Health Surveillance, Ministry of Health of Brazil, Brasília, Brazil.
Aglaêr A da NóbregaSecretariat of Health Surveillance, Ministry of Health of Brazil, Brasília, Brazil.
Livia C V FrutuosoSecretariat of Health Surveillance, Ministry of Health of Brazil, Brasília, Brazil.
Roberto C R LeccaSecretariat of Health Surveillance, Ministry of Health of Brazil, Brasília, Brazil.
Antony StevensSecretariat of Health Surveillance, Ministry of Health of Brazil, Brasília, Brazil.
Bruno Zoca de OliveiraSecretariat of Health Surveillance, Ministry of Health of Brazil, Brasília, Brazil.
José M de LimaSecretariat of Health Surveillance, Ministry of Health of Brazil, Brasília, Brazil.
Isaac I BogochDivision of Infectious Diseases, Department of Medicine, University of Toronto, Toronto, Ontario, Canada.
Philippe MayaudDepartment of Clinical Research, London School of Hygiene & Tropical Medicine, London, United Kingdom.
Thomas JaenischSection of Clinical Tropical Medicine, Department of Infectious Diseases, Heidelberg University Hospital, Heidelberg, Germany.
Ali H MokdadInstitute for Health Metrics and Evaluation, University of Washington, Seattle, Washington, United States of America.
Christopher J L MurrayInstitute for Health Metrics and Evaluation, University of Washington, Seattle, Washington, United States of America.
Simon I HayInstitute for Health Metrics and Evaluation, University of Washington, Seattle, Washington, United States of America.ORCID 0000-0002-0611-7272
Robert C ReinerInstitute for Health Metrics and Evaluation, University of Washington, Seattle, Washington, United States of America.ORCID 0000-0003-1056-7919
Fatima MarinhoInstitute for Health Metrics and Evaluation, University of Washington, Seattle, Washington, United States of America.
University of Washington · USMinistério da Saúde · BRLondon School of Hygiene & Tropical Medicine · GBHeidelberg University · DEUniversity Health Network · CA

Funding

Wellcome TrustWellcome Trust 206471/Z/17/Z
6 · The paper itself

Abstract

backgroundIn 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

findingsWe 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.

conclusionsThis 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.

Indexed as

Disease OutbreaksBrazilFemaleHumansInfant, NewbornMaleMicrocephalyPregnancyPregnancy Complications, InfectiousRisk FactorsZika Virus Infection

Identifiers

PMID30835728
PMCPMC6400331
OpenAlexW2919312004

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.