School of Population Health, University of Queensland, Brisbane, Queensland, Australia.
PLoS One. 2013;8(3):e57448. doi: 10.1371/journal.pone.0057448. Epub 2013 Mar 6.
Chikungunya is a re-emerging arboviral disease transmitted by Aedes spp. mosquitoes. Although principally endemic to Africa and Asia, recent outbreaks have occurred in Europe following introductions by returning travellers. A particularly large outbreak occurred on Réunion Island in 2006, the published data from which forms the basis of the current study. A simple, deterministic mathematical model of the transmission of the virus between humans and mosquitoes was constructed and parameterised with the up-to-date literature on infection biology. The model is fitted to the large Réunion epidemic, resulting in an estimate of 4.1 for the type reproduction number of chikungunya. Although simplistic, the model provided a close approximation of both the peak incidence of the outbreak and the final epidemic size. Sensitivity analysis using Monte Carlo simulation demonstrated the strong influence that both the latent period of infection in humans and the pre-patent period have on these two epidemiological outcomes. We show why separating these variables, which are epidemiologically distinct in chikungunya infections, is not only necessary for accurate model fitting but also important in informing control.
基孔肯雅热是一种由伊蚊属蚊子传播的重新出现的虫媒病毒病。尽管主要流行于非洲和亚洲,但随着旅行者的回归,最近在欧洲也发生了疫情。2006 年留尼汪岛发生了一次特别大规模的疫情,目前的研究基础是该疫情的已发表数据。我们构建了一个简单的、确定性的人类与蚊子之间病毒传播的数学模型,并利用感染生物学的最新文献对其进行了参数化。该模型拟合了留尼汪岛的大型疫情,得出基孔肯雅热的基本繁殖数为 4.1。尽管该模型很简单,但它对疫情的高峰期和最终疫情规模的逼近程度非常高。通过蒙特卡罗模拟进行的敏感性分析表明,人类感染的潜伏期和潜隐期这两个变量对这两个流行病学结果有很强的影响。我们展示了为什么区分这些在基孔肯雅热感染中具有不同流行病学意义的变量不仅对于准确的模型拟合是必要的,而且对于指导控制也是重要的。