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Quantifying the seasonal drivers of transmission for Lassa fever in Nigeria

机译:量化尼日利亚拉萨热传播的季节性驱动因素

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摘要

Lassa fever (LF) is a zoonotic disease that is widespread in West Africa and involves animal-to-human and human-to-human transmission. Animal-to-human transmission occurs upon exposure to rodent excreta and secretions, i.e. urine and saliva, and human-to-human transmission occurs via the bodily fluids of an infected person. To elucidate the seasonal drivers of LF epidemics, we employed a mathematical model to analyse the datasets of human infection, rodent population dynamics and climatological variations and capture the underlying transmission dynamics. The surveillance-based incidence data of human cases in Nigeria were explored, and moreover, a mathematical model was used for describing the transmission dynamics of LF in rodent populations. While quantifying the case fatality risk and the rate of exposure of humans to animals, we explicitly estimated the corresponding contact rate of humans with infected rodents, accounting for the seasonal population dynamics of rodents. Our findings reveal that seasonal migratory dynamics of rodents play a key role in regulating the cyclical pattern of LF epidemics. The estimated timing of high exposure of humans to animals coincides with the time shortly after the start of the dry season and can be associated with the breeding season of rodents in Nigeria.This article is part of the theme issue ‘Modelling infectious disease outbreaks in humans, animals and plants: approaches and important themes’. This issue is linked with the subsequent theme issue ‘Modelling infectious disease outbreaks in humans, animals and plants: epidemic forecasting and control’.
机译:拉沙热(LF)是一种人畜共患病,在西非非常普遍,涉及动物向人类和人类向人类的传播。动物与人之间的传播是在接触啮齿动物的排泄物和分泌物(即尿液和唾液)后发生的,而人与人之间的传播是通过感染者的体液发生的。为了阐明LF流行的季节驱动因素,我们采用了数学模型来分析人类感染,啮齿动物种群动态和气候变化的数据集,并捕获潜在的传播动态。探索了尼日利亚人类病例的基于监测的发病率数据,此外,还使用数学模型描述了LF在啮齿动物种群中的传播动态。在量化病例死亡风险和人类与动物的接触率时,我们明确估计了人类与被感染的啮齿动物的相应接触率,从而说明了啮齿动物的季节性种群动态。我们的发现表明,啮齿动物的季节性迁徙动态在调节LF流行病的周期性模式中起关键作用。估计人类对动物的高暴露时间与旱季开始后不久的时间相吻合,并且可能与尼日利亚啮齿类动物的繁殖季节有关。本文是主题“人类传染病暴发建模”的一部分,动植物:方法和重要主题”。该问题与随后的主题“模拟人类,动植物的传染病暴发:流行病的预测和控制”相关。

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