Force of Infection and Variation in Outbreak Size in a Multi-Species Host-Pathogen System

J. Drake, K. Magori, Kevin Knoblich, Sarah Bowden, W. Bajwa
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Abstract

The size of annual outbreaks in seasonally forced host-pathogen systems is poorly understood. We studied contributing factors to the six-fold observed variation in the number of human cases of West Nile virus in New York City in the years 2000–2008. Sampling error and intrinsic noise (demographic stochasticity) explain roughly half of the observed variation. To investigate the remaining sources of variation, we estimated the monthly force of infection from data on the distribution and abundance of mosquitoes, virus prevalence, vector competence, and mammal biting rate at two spatial scales. At both scales, the West Nile virus force of infection was remarkably consistent from year to year. We propose that fine scale spatial heterogeneity is the key to understanding the epidemiology of West Nile virus in New York City.
多物种宿主-病原体系统中感染力和爆发规模的变化
在季节性强迫宿主-病原体系统中,每年暴发的规模尚不清楚。我们研究了导致2000-2008年间纽约市西尼罗病毒人间病例数出现6倍变化的因素。抽样误差和固有噪声(人口统计学随机性)大约解释了观察到的变化的一半。为了研究剩余的变异源,我们从两个空间尺度上的蚊子分布和丰度、病毒流行率、媒介能力和哺乳动物咬人率等数据估计了月感染力。在这两个尺度上,西尼罗河病毒的感染力每年都非常一致。我们认为,细尺度空间异质性是理解纽约市西尼罗病毒流行病学的关键。
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