Evidence map›Paper›PMID 28442561›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2017

Spread of Zika virus in the Americas.

Qian Zhang, Kaiyuan Sun, Matteo Chinazzi, Ana Pastore Y Piontti, Natalie E Dean, Diana Patricia Rojas, Stefano Merler, Dina Mistry, Piero Poletti, Luca Rossi and 4 more

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 164 papers, 5 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
164citing papers in PubMed, 5 pooled it
–field-weighted citation impact
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

164 citing papers in PubMed, 5 syntheses or guidelines pooled it.

  1. Pooled it
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  4. Pooled it
  5. Pooled it
  6. Review
  7. Article
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  10. Academic and social-behavioral assessment in a prospective cohort of normocephalic school-aged children with antenatal Zika virus exposure.International journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases · 2025
    Article
  11. Article
  12. Observational
  13. Arbovirus Prevalence and Vulnerability Assessment Through Entomological Surveillance in Ponce, Puerto Rico.International journal of environmental research and public health · 2025
    Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Seroprevalence of Zika virus and dengue virus infections in migrants in Italy.Frontiers in cellular and infection microbiology · 2025
    Article
  20. Article

104 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

14 authors.

Qian ZhangLaboratory for the Modeling of Biological and Socio-technical Systems, Northeastern University, Boston, MA 02115.
Kaiyuan SunLaboratory for the Modeling of Biological and Socio-technical Systems, Northeastern University, Boston, MA 02115.
Matteo ChinazziLaboratory for the Modeling of Biological and Socio-technical Systems, Northeastern University, Boston, MA 02115.
Ana Pastore Y PionttiLaboratory for the Modeling of Biological and Socio-technical Systems, Northeastern University, Boston, MA 02115.
Natalie E DeanDepartment of Biostatistics, College of Public Health and Health Professions, University of Florida, Gainesville, FL 32611.
Diana Patricia RojasDepartment of Epidemiology, College of Public Health and Health Professions, University of Florida, Gainesville, FL 32611.
Stefano MerlerBruno Kessler Foundation, 38123 Trento, Italy.
Dina MistryLaboratory for the Modeling of Biological and Socio-technical Systems, Northeastern University, Boston, MA 02115.
Piero PolettiDondena Centre for Research on Social Dynamics and Public Policy, Universitá Commerciale L. Bocconi, 20136 Milan, Italy.
Luca RossiInstitute for Scientific Interchange Foundation, 10126 Turin, Italy.
Margaret BrayLaboratory for the Modeling of Biological and Socio-technical Systems, Northeastern University, Boston, MA 02115.
M Elizabeth HalloranVaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109.
Ira M LonginiDepartment of Biostatistics, College of Public Health and Health Professions, University of Florida, Gainesville, FL 32611.
Alessandro VespignaniLaboratory for the Modeling of Biological and Socio-technical Systems, Northeastern University, Boston, MA 02115; a.vespignani@northeastern.edu.

Funding

Understanding Transmission with Integrated Genetic and Epidemiologic InferenceU54GM111274 · NIGMS · FRED HUTCHINSON CANCER RESEARCH CENTER · PI VESPIGNANI, ALESSANDRO · 2014 to 2018
$12.5M
NIGMS NIH HHS U54 GM111274
6 · The paper itself

Abstract

We use a data-driven global stochastic epidemic model to analyze the spread of the Zika virus (ZIKV) in the Americas. The model has high spatial and temporal resolution and integrates real-world demographic, human mobility, socioeconomic, temperature, and vector density data. We estimate that the first introduction of ZIKV to Brazil likely occurred between August 2013 and April 2014 (90% credible interval). We provide simulated epidemic profiles of incident ZIKV infections for several countries in the Americas through February 2017. The ZIKV epidemic is characterized by slow growth and high spatial and seasonal heterogeneity, attributable to the dynamics of the mosquito vector and to the characteristics and mobility of the human populations. We project the expected timing and number of pregnancies infected with ZIKV during the first trimester and provide estimates of microcephaly cases assuming different levels of risk as reported in empirical retrospective studies. Our approach represents a modeling effort aimed at understanding the potential magnitude and timing of the ZIKV epidemic and it can be potentially used as a template for the analysis of future mosquito-borne epidemics.

Indexed as

AedesAmericasAnimalsBrazilEpidemicsFemaleHumansInfant, NewbornMaleMicrocephalyModels, BiologicalModels, StatisticalMosquito VectorsPregnancyPregnancy Complications, InfectiousRetrospective Studiescomputational epidemiologymetapopulation network modelvector-borne diseasesZika virus

Identifiers

PMID28442561
PMCPMC5465916

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.