Observational studyPLoS medicine2019
The association between Zika virus infection and microcephaly in Brazil 2015-2017: An observational analysis of over 4 million births.
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.
What it found
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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.
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.
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Who cites it
76 citing papers in PubMed, 3 syntheses or guidelines pooled it, 142 citations in OpenAlex.
- Congenital abnormalities associated with Zika virus infection-Dengue as potential co-factor? A systematic review.PLoS neglected tropical diseases · 2021Pooled it
- Congenital Zika syndrome: A systematic review.PloS one · 2020Pooled it
- Zika virus infection as a cause of congenital brain abnormalities and Guillain-Barré syndrome: A living systematic review.F1000Research · 2019Pooled it
- Temporal trends and maternal factors associated with congenital anomalies among live births in São Paulo, Brazil: a population-based study, 2015-2023.BMC pregnancy and childbirth · 2026Article
- Integrated Surveillance Strategies and Clinical Characteristics of Arboviral Diseases in a Pediatric Cohort in Merida, Mexico, 2021-2023.The American journal of tropical medicine and hygiene · 2026Article
- Maternal-fetal transmission of Zika virus and long-term neurodevelopmental outcomes in children: a narrative review.Translational pediatrics · 2026Review
- Global epidemiology and evolutionary dynamics of arboviruses: A systematic review of surveillance, control strategies, and emerging threats.Dialogues in health · 2026Review
- Safeguarding future generations: a One Health perspective on children, climate change, and infectious threats.Frontiers in public health · 2026Review
- Social determinants impact both viral infections and brain development.Pediatric research · 2025Review
- Future disease burden due to the rise of emerging infectious disease secondary to climate change may be being under-estimated.Virulence · 2025Article
- Spatio-temporal analysis of the distribution and co-circulation of dengue, chikungunya, and Zika in Medellín, Colombia, from 2013 to 2021.PLoS neglected tropical diseases · 2025Article
- Evaluating potential associations between prior maternal yellow fever vaccination and protection against infant adverse outcomes following Zika virus antenatal exposure.International journal of epidemiology · 2025Article
- Estimating transmissibility of Zika virus in Colombia in the presence of surveillance bias.Nature communications · 2025Article
- Beyond COVID-19, the case for collecting, analysing and using sex-disaggregated data and gendered data to inform outbreak response: a scoping review.BMJ global health · 2025Article
- Investigating the association between yellow fever vaccination and symptomatic acute Zika virus infection: a case-control study.Revista da Sociedade Brasileira de Medicina Tropical · 2025Article
- Transcriptome analysis ofCurrent research in parasitology & vector-borne diseases · 2025Article
- The EpiFusion Analysis Framework for joint phylodynamic and epidemiological analysis of outbreak characteristics.F1000Research · 2025Article
- Review
- Human movement and environmental barriers shape the emergence of dengue.Nature communications · 2024Article
- A global dataset of publicly available dengue case count data.Scientific data · 2024Article
16 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
19 authors at 5 institutions in 5 countries.
Funding
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.
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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.