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Genetic Assignment Methods for Gaining Insight into the Management of Infectious Disease by Understanding Pathogen Vector and Host Movement

机译:通过了解病原体媒介和寄主运动来深入了解传染病管理的遗传分配方法

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摘要

For many pathogens with environmental stages, or those carried by vectors or intermediate hosts, disease transmission is strongly influenced by pathogen, host, and vector movements across complex landscapes, and thus quantitative measures of movement rate and direction can reveal new opportunities for disease management and intervention. Genetic assignment methods are a set of powerful statistical approaches useful for establishing population membership of individuals. Recent theoretical improvements allow these techniques to be used to cost-effectively estimate the magnitude and direction of key movements in infectious disease systems, revealing important ecological and environmental features that facilitate or limit transmission. Here, we review the theory, statistical framework, and molecular markers that underlie assignment methods, and we critically examine recent applications of assignment tests in infectious disease epidemiology. Research directions that capitalize on use of the techniques are discussed, focusing on key parameters needing study for improved understanding of patterns of disease.
机译:对于许多处于环境阶段的病原体,或由媒介或中间宿主携带的病原体,疾病的传播受到病原体,宿主和媒介在复杂景观中的移动的强烈影响,因此,对移动速率和方向的定量测量可以揭示疾病管理和控制的新机会。介入。遗传分配方法是一组有效的统计方法,可用于建立个体的人口成员身份。最近的理论改进使这些技术可用于经济有效地估计传染病系统中关键运动的幅度和方向,从而揭示出有助于或限制传播的重要生态和环境特征。在这里,我们回顾了分配方法基础的理论,统计框架和分子标记,并严格审查了分配测试在传染病流行病学中的最新应用。讨论了利用这些技术的研究方向,重点关注需要研究的关键参数以增进对疾病模式的了解。

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