Quantifying the risk of Zika virus spread in Asia during the 2015-16 epidemic in Latin America and the Caribbean: A modeling study
File(s)1-s2.0-S1477893920300120-main.pdf (897.68 KB)
Published version
Author(s)
Luo, Xue Shi
Imai, Natsuko
Dorigatti, Ilaria
Type
Journal Article
Abstract
Background
No large-scale Zika epidemic has been observed to date in Southeast Asia following the 2015-16 Latin American and the Caribbean epidemic. One hypothesis is Southeast Asian populations’ partial immunity to Zika.
Method
We estimated the two conditions for a Zika outbreak emergence in Southeast Asia: (i) the risk of Zika introduction from Latin America and the Caribbean and, (ii) the risk of autochthonous transmission under varying assumptions on population immunity. We also validated the model used to estimate the risk of introduction by comparing the estimated number of Zika seeds introduced into the United States with case counts reported by the Centers for Disease Control and Prevention (CDC).
Results
There was good agreement between our estimates and case counts reported by the CDC. We thus applied the model to Southeast Asia and estimated that, on average, 1–10 seeds were introduced into Indonesia, Malaysia, the Philippines, Singapore, Thailand and Vietnam. We also found increasing population immunity levels from 0 to 90% reduced probability of autochthonous transmission by 40% and increasing individual variation in transmission further reduced the outbreak probability.
Conclusions
Population immunity, combined with heterogeneity in transmission, can explain why no large-scale outbreak was observed in Southeast Asia during the 2015-16 epidemic.
No large-scale Zika epidemic has been observed to date in Southeast Asia following the 2015-16 Latin American and the Caribbean epidemic. One hypothesis is Southeast Asian populations’ partial immunity to Zika.
Method
We estimated the two conditions for a Zika outbreak emergence in Southeast Asia: (i) the risk of Zika introduction from Latin America and the Caribbean and, (ii) the risk of autochthonous transmission under varying assumptions on population immunity. We also validated the model used to estimate the risk of introduction by comparing the estimated number of Zika seeds introduced into the United States with case counts reported by the Centers for Disease Control and Prevention (CDC).
Results
There was good agreement between our estimates and case counts reported by the CDC. We thus applied the model to Southeast Asia and estimated that, on average, 1–10 seeds were introduced into Indonesia, Malaysia, the Philippines, Singapore, Thailand and Vietnam. We also found increasing population immunity levels from 0 to 90% reduced probability of autochthonous transmission by 40% and increasing individual variation in transmission further reduced the outbreak probability.
Conclusions
Population immunity, combined with heterogeneity in transmission, can explain why no large-scale outbreak was observed in Southeast Asia during the 2015-16 epidemic.
Date Issued
2020-01-26
Date Acceptance
2020-01-20
Citation
Travel Medicine and Infectious Disease, 2020, 33, pp.1-9
ISSN
1477-8939
Publisher
Elsevier BV
Start Page
1
End Page
9
Journal / Book Title
Travel Medicine and Infectious Disease
Volume
33
Copyright Statement
© 2020 Published by Elsevier Ltd. This an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs 3.0, which permits redistribution and copy for non-commercial use, provided the original article is not altered, and the author(s) and source is credited. http://creativecommons.org/licenses/by-nc-nd/3.0/
Sponsor
Medical Research Council (MRC)
Wellcome Trust
Identifier
https://www.sciencedirect.com/science/article/pii/S1477893920300120?via%3Dihub
Grant Number
MR/R015600/1
213494/Z/18/Z
Subjects
Science & Technology
Life Sciences & Biomedicine
Public, Environmental & Occupational Health
Infectious Diseases
Zika virus
Asia
Southeastern
Latin America
Epidemics
Disease transmission
Infectious
TRANSMISSION
DENGUE
OUTBREAK
INFECTION
COUNTRIES
SINGAPORE
IMMUNITY
CHINA
Asia
Disease transmission
Epidemics
Infectious
Latin America
Southeastern
Zika virus
1103 Clinical Sciences
1117 Public Health and Health Services
Tropical Medicine
Publication Status
Published
Article Number
101562
Date Publish Online
2020-01-26