Observational studyPloS one2018
Zika might not be acting alone: Using an ecological study approach to investigate potential co-acting risk factors for an unusual pattern of microcephaly in Brazil.
Observational study in PloS one, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers, 3 of them syntheses that pooled 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.
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.
Who cites it
33 citing papers in PubMed, 3 syntheses or guidelines pooled it, 68 citations in OpenAlex.
- Congenital abnormalities associated with Zika virus infection-Dengue as potential co-factor? A systematic review.PLoS neglected tropical diseases · 2021Pooled it
- Another piece of the Zika puzzle: assessing the associated factors to microcephaly in a systematic review and meta-analysis.BMC public health · 2020Pooled it
- Zika virus infection as a cause of congenital brain abnormalities and Guillain-Barré syndrome: A living systematic review.F1000Research · 2019Pooled it
- Insecticide resistance in larval populations of Aedes aegypti and Aedes albopictus from Panama.Tropical medicine and health · 2026Article
- Spatiotemporal dynamics of Zika in Brazil, 2016-2023: a nationwide population-based study.Virology journal · 2026Article
- Comparative analysis of placental transmission mechanisms for Dengue and Zika viruses: outcomes and future directions.Frontiers in immunology · 2026Review
- Social determinants impact both viral infections and brain development.Pediatric research · 2025Review
- Epidemiological surveillance in congenital anomalies and rare diseases in Brazil: present situation and future challenges.Journal of community genetics · 2025Review
- Syndemic Factors Associated with Zika Virus Infection Prevalence and Risk Factors in a Cohort of Women Living in Endemic Areas for Arboviruses in Northeast Brazil.Tropical medicine and infectious disease · 2025Article
- High-Risk Areas for Congenital Zika Syndrome in Rio de Janeiro: Spatial Cluster Detection.Tropical medicine and infectious disease · 2024Article
- Article
- Zika, chikungunya and co-occurrence in Brazil: space-time clusters and associated environmental-socioeconomic factors.Scientific reports · 2023Article
- Regional poverty and infection disease: early exploratory evidence from the COVID-19 pandemic.The Annals of regional science · 2023Article
- Article
- Microcephaly and Associated Risk Factors in Newborns: A Systematic Review and Meta-Analysis Study.Tropical medicine and infectious disease · 2022Review
- Sero-epidemiological study of arbovirus infection following the 2015-2016 Zika virus outbreak in Cabo Verde.Scientific reports · 2022Article
- Geographic distribution of live births and infant mortality from congenital anomalies in Brazil, 2012-2017.Journal of community genetics · 2021Article
- Association between socio-environmental factors, coverage by family health teams, and rainfall in the spatial distribution of Zika virus infection in the city of Rio de Janeiro, Brazil, in 2015 and 2016.BMC public health · 2021Article
- Causes of Phenotypic Variability and Disabilities after Prenatal Viral Infections.Tropical medicine and infectious disease · 2021Article
- Is the ZIKV Congenital Syndrome and Microcephaly Due to Syndemism with Latent Virus Coinfection?Viruses · 2021Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 2 institutions in 2 countries.
Funding
Abstract
Zika virus infections can cause a range of neurologic disorders including congenital microcephaly. However, while Zika infections have been notified across all regions in Brazil, there has been an unusual number of congenital microcephaly case notifications concentrated in the Northeast of the country. To address this observation, we investigated epidemiological data (2014-2016) on arbovirus co-distribution, environmental and socio-economic factors for each region in Brazil. Data on arbovirus reported cases and microcephaly were collected from several Brazilian Ministry of Health databases for each Federal unit. These were complemented by environmental management, social economic and Aedes aegypti infestation index data, extracted from multiple databases. Spatial time "ecological" analysis on the number of arboviruses transmitted by Aedes mosquitoes in Brazil show that the distribution of dengue and Zika was widespread in the whole country, with higher incidence in the West-Central region. However, reported chikungunya cases were higher in the Northeast, the region also with the highest number of microcephaly cases registered. Social economic factors (human development index and poverty index) and environmental management (water supply/storage and solid waste management) pointed the Northeast as the less wealthy region. The Northeast is also the region with the highest risk of Aedes aegypti house infestation due to the man-made larval habitats. In summary, the results of our ecological analysis support the hypothesis that the unusual distribution of microcephaly might not be due to Zika infection alone and could be accentuated by poverty and previous or co-infection with other pathogens. Our study reinforces the link between poverty and the risk of disease and the need to understand the effect on pathogenesis of sequential exposure to arboviruses and co-viral infections. Comprehensive large-scale cohort studies are required to corroborate our findings. We recommend that the list of infectious diseases screened, particularly during pregnancy, be regularly updated to include and effectively differentiate all viruses from ongoing outbreaks.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.