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The reinfection threshold regulates pathogen diversity: the case of influenza

机译:再感染阈值可调节病原体多样性:以流感为例

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摘要

The awareness that pathogens can adapt and evolve over relatively short time-scales is changing our view of infectious disease epidemiology and control. Research on the transmission dynamics of antigenically diverse pathogens is progressing and there is increasing recognition for the need of new concepts and theories. Mathematical models have been developed considering the modelling unit in two extreme scales: either diversity is not explicitly represented or diversity is represented at the finest scale of single variants. Here, we use an intermediate approach and construct a model at the scale of clusters of variants. The model captures essential properties of more detailed systems and is much more amenable to mathematical treatment. Specificities of pathogen clusters and the overall potential for transmission determine the reinfection rates. These are, in turn, important regulators of cluster dynamics. Ultimately, we detect a reinfection threshold (RT) that separates different behaviours along the transmissibility axis: below RT, levels of infection are low and cluster substitutions are probable; while above RT, levels of infection are high and multiple cluster coexistence is the most probable outcome.
机译:关于病原体可以在相对较短的时间内适应和发展的认识正在改变我们对传染病流行病学和控制的观点。抗原多样的病原体传播动力学的研究正在进行中,人们对新概念和新理论的需求也日益得到认可。考虑到建模单位的两个极端尺度,已经开发了数学模型:要么没有明确表示多样性,要么以单个变量的最佳尺度表示了多样性。在这里,我们使用中间方法,并以变体簇的规模构建模型。该模型捕获了更详细系统的基本属性,并且更易于进行数学处理。病原体簇的特异性和传播的总体潜力决定了再感染率。这些反过来又是集群动态的重要调节器。最终,我们检测到沿着传播轴将不同行为分开的再感染阈值(RT):低于RT时,感染水平较低,并且可能发生簇替换。高于RT时,感染水平很高,并且多簇共存是最可能的结果。

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