1. Estimation of Zika virus prevalence by appearance of microcephaly
- Author
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P. van den Driessche, Chadi M. Saad-Roy, and Junling Ma
- Subjects
0301 basic medicine ,Male ,Microcephaly ,Sexual transmission ,Population ,Sexually Transmitted Diseases ,Contact network ,Zika virus ,law.invention ,03 medical and health sciences ,0302 clinical medicine ,Mathematical model ,law ,Pregnancy ,Quarantine ,Prevalence ,Medicine ,Humans ,030212 general & internal medicine ,education ,Estimation ,education.field_of_study ,biology ,business.industry ,Zika Virus Infection ,Zika Virus ,Vector transmission ,Models, Theoretical ,biology.organism_classification ,medicine.disease ,Virology ,3. Good health ,030104 developmental biology ,Infectious Diseases ,South american ,Zika prevalence ,Female ,business ,Demography ,Research Article - Abstract
Background There currently is a severe Zika Virus (ZIKV) epidemic in Brazil and other South American countries. Due to international travel, this poses severe public health risk of ZIKV importation to other countries. We estimate the prevalence of ZIKV in an import region by the time a microcephaly case is detected, since microcephaly is presently the most significant indication of ZIKV presence. Methods We establish a mathematical model to describe ZIKV spread from a source region to an import region. This model incorporates both vector transmission (between humans and mosquitoes) and sexual transmission (from males to females). We take account of population structure through a contact network for sexually active individuals. Parameter values of our model are either taken from the literature or estimated from travel data. Results This model gives us the probability distribution of time until detection of the first microcephaly case. Based on current field observations, our results also indicate that the percentage of infected pregnant women that results in fetal abnormalities is more likely to be on the smaller end of the 1%–30% spectrum that is currently hypothesized. Our model predicts that for import regions with at least 250,000 people, on average 1,000–12,000 will have been infected by the time of the first detection of microcephaly, and on average 200–1,500 will be infectious at this time. Larger population sizes do not significantly change our predictions. Conclusions By the first detection of a microcephaly case, a sizable fraction of the population will have been infected by ZIKV. It is thus clear that adequate surveillance, isolation, and quarantine are needed in susceptible import regions to stop the dissemination of a Zika epidemic. Electronic supplementary material The online version of this article (doi:10.1186/s12879-016-2076-z) contains supplementary material, which is available to authorized users.
- Published
- 2016