Department of Applied Mathematics, Hong Kong Polytechnic University, Hong Kong (SAR) China.
Department of Applied Mathematics, Hong Kong Polytechnic University, Hong Kong (SAR) China.
J Theor Biol. 2018 Oct 7;454:1-10. doi: 10.1016/j.jtbi.2018.05.017. Epub 2018 May 21.
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.
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。