Asymptomatic Transmission and the Dynamics of Zika Infection

被引:40
作者
Moghadas, Seyed M. [1 ]
Shoukat, Affan [1 ]
Espindola, Aquino L. [2 ]
Pereira, Rafael S. [2 ]
Abdirizak, Fatima [3 ]
Laskowski, Marek [1 ]
Viboud, Cecile [4 ]
Chowell, Gerardo [3 ,4 ]
机构
[1] York Univ, Agent Based Modelling Lab, Toronto, ON, Canada
[2] Univ Fed Fluminense, Inst Ciencias Exatas ICEx, Dept Fis, Volta Redonda, RJ, Brazil
[3] Georgia State Univ, Sch Publ Hlth, Div Epidemiol & Biostat, Atlanta, GA 30303 USA
[4] NIH, Div Int Epidemiol & Populat Studies, Fogarty Int Ctr, Bldg 10, Bethesda, MD 20892 USA
基金
美国国家科学基金会; 加拿大自然科学与工程研究理事会;
关键词
AEDES-AEGYPTI; REPRODUCTION NUMBER; PERCEIVED HEALTH; SEXUAL-BEHAVIORS; VIRUS OUTBREAK; DENGUE; STATES; EPIDEMIC; BORNE; DETERMINANTS;
D O I
10.1038/s41598-017-05013-9
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Following the 2013-14 outbreak in French Polynesia, the Zika virus (ZIKV) epidemic spread widely to many countries where Aedes Aegypti as the main transmitting vector is endemic. The lack of a second wave of ZIKV infection in most affected regions may suggest that a sufficiently high level of herd immunity was reached during the first wave. We developed an agent-based transmission model to investigate the role of asymptomatic infection on the likelihood of observing a second wave, while accounting for its relative transmissibility. We found that, as the relative transmissibility of asymptomatic infection increases, a second wave is more likely to occur, despite an increase in the attack rate during the first wave. When the reproduction number varies between 1.9 and 2.8 based on estimates for Antioquia, Colombia, the attack rate varies between 4% and 26% for a low (below 10%) effectiveness of interventions in blunting the ZIKV transmission from symptomatic cases to mosquitoes. Moreover, the fraction of cases due to sexual transmission is estimated below 4% of the cumulative incidence. Our analyses underscore the need to quantify the transmissibility of asymptomatic infections, without which the overall attack rates and the level of herd immunity cannot be accurately estimated.
引用
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页数:8
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