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宿主取食偏好和温度塑造了西尼罗河病毒的动态:一个预测媒介-宿主相互作用和媒介管理对 R 影响的数学模型

Host-feeding preferences and temperature shape the dynamics of West Nile virus: A mathematical model to predict the impacts of vector-host interactions and vector management on R.

机构信息

Department of Pathobiology, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA.

Department of Entomology, Institute for Advanced Computer Studies, University of Maryland, USA.

出版信息

Acta Trop. 2024 Oct;258:107346. doi: 10.1016/j.actatropica.2024.107346. Epub 2024 Aug 5.

Abstract

West Nile virus (WNV) is prevalent across the United States, but its transmission patterns and spatio-temporal intensity vary significantly, particularly in the Eastern United States. For instance, Chicago has long been a hotspot for WNV cases due to its high cumulative incidence of infection, with the number of cases varying considerably from year to year. The abilities of host species to maintain and disseminate WNV, along with eco-epidemiological factors that influence vector-host contact rates underlie WNV transmission potential. There is growing evidence that several vectors exhibit strong feeding preferences towards different host communities. In our research study, we construct a process based weather driven ordinary differential equation (ODE) model to understand the impact of one vector species (Culex pipiens), its preferred avian and non-preferred human hosts on the basic reproduction number (R). In developing this WNV transmission model, we account for the feeding index, which is defined as the relative preference of the vectors for taking blood meals from a competent avian host versus a non-competent mammalian host. We also include continuous introduction of infected agents into the model during the simulations as the introduction of WNV is not a single event phenomenon. We derive an analytic form of R to predict the conditions under which there will be an outbreak of WNV and the relationship between the feeding index and the efficacy of adulticide is highly nonlinear. In our mechanistic model, we also demonstrate that adulticide treatments produced significant reductions in the Culex pipiens population. Sensitivity analysis demonstrates that feeding index and rate of introduction of infected agents are two important factors beside the efficacy of adulticide. We validate our model by comparing simulations to surveillance data collected for the Culex pipiens complex in Cook County, Illinois, USA. Our results reveal that the interaction between the feeding index and mosquito abatement strategy is intricate, especially considering the fluctuating temperature conditions. This induces heterogeneous transmission patterns that need to be incorporated when modelling multi-host, multi-vector transmission models.

摘要

西尼罗河病毒(WNV)在美国广泛流行,但传播模式和时空强度差异很大,尤其是在美国东部。例如,芝加哥一直是 WNV 病例的热点地区,因为其感染的累积发病率很高,每年的病例数量差异很大。宿主物种维持和传播 WNV 的能力,以及影响媒介-宿主接触率的生态流行病学因素,是 WNV 传播潜力的基础。越来越多的证据表明,几种媒介对不同的宿主群体表现出强烈的摄食偏好。在我们的研究中,我们构建了一个基于天气的过程驱动的常微分方程(ODE)模型,以了解一种媒介物种(库蚊)、其首选的鸟类和非首选的人类宿主对基本繁殖数(R)的影响。在开发这种 WNV 传播模型时,我们考虑了摄食指数,它定义为媒介对从有能力的鸟类宿主获取血液与从无能力的哺乳动物宿主获取血液的相对偏好。我们还在模拟过程中连续引入感染剂,因为 WNV 的引入不是单一事件现象。我们推导出 R 的解析形式,以预测 WNV 爆发的条件,以及摄食指数与杀成虫剂效果之间的关系是高度非线性的。在我们的机械模型中,我们还证明了杀成虫剂处理会显著降低库蚊种群。敏感性分析表明,摄食指数和感染剂的引入率是除杀成虫剂效果之外的两个重要因素。我们通过将模拟结果与美国伊利诺伊州库克县收集的库蚊复合体的监测数据进行比较来验证我们的模型。我们的结果表明,摄食指数和蚊子防治策略之间的相互作用是复杂的,尤其是考虑到波动的温度条件。这会诱导出不均匀的传播模式,在对多宿主、多媒介传播模型进行建模时需要考虑这些模式。

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