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模拟香港乙型脑炎疫情的爆发和消退。

Modelling the skip-and-resurgence of Japanese encephalitis epidemics in Hong Kong.

机构信息

Department of Applied Mathematics, Hong Kong Polytechnic University, Hong Kong (SAR) China.

Department of Applied Mathematics, Hong Kong Polytechnic University, Hong Kong (SAR) China.

出版信息

J Theor Biol. 2018 Oct 7;454:1-10. doi: 10.1016/j.jtbi.2018.05.017. Epub 2018 May 21.

Abstract

Japanese encephalitis virus (JEV) is a zoonotic mosquito-borne virus, persisting in pigs, Ardeid birds and Culex mosquitoes. It is endemic to China and Southeastern Asia. The case-fatality ratio (CFR) or the rate of permanent psychiatric sequelae is 30% among symptomatic patients. There were no reported local JEV human cases between 2006 and 2010 in Hong Kong, but it was followed by a resurgence of cases from 2011 to 2017. The mechanism behind this "skip-and-resurgence" patterns is unclear. This work aims to reveal the mechanism behind the "skip-and-resurgence" patterns using mathematical modelling and likelihood-based inference techniques. We found that pig-to-pig transmission increases the size of JEV epidemics but is unlikely to maintain the same level of transmission among pigs. The disappearance of JEV human cases in 2006-2010 could be explained by a sudden reduction of the population of farm pigs as a result of the implementation of the voluntary "pig-rearing licence surrendering" policy. The resurgence could be explained by of a new strain in 2011, which increased the transmissibility of the virus or the spill-over ratio from reservoir to host or both.

摘要

日本脑炎病毒(JEV)是一种人畜共患的蚊媒病毒,在猪、鹭科鸟类和库蚊中持续存在。它是中国和东南亚的地方病。在有症状的患者中,病死率(CFR)或永久性精神后遗症的发生率为 30%。2006 年至 2010 年期间,香港没有报告本地 JEV 人间病例,但随后在 2011 年至 2017 年期间病例再次出现。这种“跳过-重现”模式背后的机制尚不清楚。本研究旨在使用数学建模和基于似然的推断技术揭示“跳过-重现”模式背后的机制。我们发现,猪与猪之间的传播会增加 JEV 疫情的规模,但不太可能在猪群中维持相同的传播水平。2006-2010 年 JEV 人间病例的消失可以解释为由于实施了自愿的“养猪许可证放弃”政策,农场猪群数量的突然减少。2011 年出现了新的毒株,可能增加了病毒的传染性或从宿主到宿主的溢出比例,或者两者兼而有之,导致疫情再次出现。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8348/7094098/1f95daa50517/gr1_lrg.jpg

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