Department of Vector Biology, Liverpool School of Tropical Medicine, Liverpool, United Kingdom.
Department of Biology, University of Oxford, Oxford, United Kingdom.
PLoS Comput Biol. 2023 Oct 9;19(10):e1011520. doi: 10.1371/journal.pcbi.1011520. eCollection 2023 Oct.
Vector or host competence can be defined as the ability of an individual to become infected and subsequently transmit a pathogen. Assays to measure competence play a key part in the assessment of the factors affecting mosquito-borne virus transmission and of potential pathogen-blocking control tools for these viruses. For mosquitoes, competence for arboviruses can be measured experimentally and results are usually analysed using standard statistical approaches. Here we develop a mechanistic approach to studying within-mosquito virus dynamics that occur during vector competence experiments. We begin by developing a deterministic model of virus replication in the mosquito midgut and subsequent escape and replication in the hemocoel. We then extend this to a stochastic model to capture the between-individual variation observed in vector competence experiments. We show that the dose-response of the probability of mosquito midgut infection and variation in the dissemination rate can be explained by stochastic processes generated from a small founding population of virions, caused by a relatively low rate of virion infection of susceptible cells. We also show that comparing treatments or species in competence experiments by fitting mechanistic models could provide further insight into potential differences. Generally, our work adds to the growing body of literature emphasizing the importance of intrinsic stochasticity in biological systems.
载体或宿主的易感性可以定义为个体被感染并随后传播病原体的能力。用于测量易感性的测定法在评估影响蚊媒病毒传播的因素以及这些病毒的潜在病原体阻断控制工具方面起着关键作用。对于蚊子来说,对虫媒病毒的易感性可以通过实验来测量,并且结果通常使用标准的统计方法进行分析。在这里,我们开发了一种研究在媒介效能实验期间发生的蚊内病毒动态的机制方法。我们首先开发了一种在蚊子中肠中复制病毒的确定性模型,以及随后在血腔中的逃逸和复制。然后,我们将其扩展为一个随机模型,以捕获在媒介效能实验中观察到的个体间变异。我们表明,蚊中肠感染概率的剂量反应和传播率的变化可以通过从小规模的病毒粒子创始种群中产生的随机过程来解释,这是由易感细胞中病毒粒子感染的相对低速率引起的。我们还表明,通过拟合机制模型比较效能实验中的处理或物种,可以进一步深入了解潜在的差异。总的来说,我们的工作增加了越来越多的强调生物系统中内在随机性重要性的文献。