Transmission dynamics of Zika virus with multiple infection routes and a case study in Brazil

被引:3
作者
Wang, Liying [1 ,2 ]
Jia, Qiaojuan [2 ]
Zhu, Guanghu [1 ,2 ]
Ou, Guanlin [1 ]
Tang, Tian [1 ,3 ]
机构
[1] Guilin Univ Elect Technol, Key Lab Cognit Radio & Informat Proc, Minist Educ, Guilin 541004, Peoples R China
[2] Guilin Univ Elect Technol, Sch Math & Comp Sci, Guilin 541004, Peoples R China
[3] Guilin Univ Elect Technol, Sch Informat & Commun, Guilin 541004, Peoples R China
基金
中国国家自然科学基金;
关键词
Zika virus; Transmission dynamics; Infection risk; Basic reproduction number; OUTBREAK; MODELS; TEMPERATURE; IMPACT;
D O I
10.1038/s41598-024-58025-7
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
The Zika virus (ZIKV) is a serious global public health crisis. A major control challenge is its multiple transmission modes. This paper aims to simulate the transmission patterns of ZIKV using a dynamic process-based epidemiological model written in ordinary differential equations, which incorporates the human-to-mosquito infection by bites and sewage, mosquito-to-human infection by bites, and human-to-human infection by sex. Mathematical analyses are carried out to calculate the basic reproduction number and backward bifurcation, and prove the existence and stability of the equilibria. The model is validated with infection data by applying it to the 2015-2016 ZIKV epidemic in Brazil. The results indicate that the reproduction number is estimated to be 2.13, in which the contributions by mosquito bite, sex and sewage account for 85.7%, 3.5% and 10.8%, respectively. This number and the morbidity rate are most sensitive to parameters related to mosquito ecology, rather than asymptomatic or human-to-human transmission. Multiple transmission routes and suitable temperature exacerbate ZIKV infection in Brazil, and the vast majority of human infection cases were prevented by the intervention implemented. These findings may provide new insights to improve the risk assessment of ZIKV infection.
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页数:15
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