Department of Public Health Sciences, University of North Carolina Charlotte, Charlotte, North Carolina, 28223, USA.
Department of Population Health and Pathobiology, North Carolina State University, Raleigh, North Carolina, 27607, USA.
Sci Rep. 2019 Feb 8;9(1):1694. doi: 10.1038/s41598-018-37938-0.
Metapopulation models have been primarily explored in infectious disease epidemiology to study host subpopulation movements and between-host contact structures. They also have the potential to investigate environmental pathogen transferring. In this study, we demonstrate that metapopulation models serve as an ideal modeling framework to characterize and quantify pathogen transfer between environment and hosts. It therefore unifies host, pathogen, and environment, collectively known as the epidemiological triad, a fundamental concept in epidemiology. We develop a customizable and generalized pathogen-transferring model where pathogens dwell in and transferring (via contact) between environment and hosts. We analyze three specific case studies: pure pathogen transferring without pathogen demography, source-sink dynamics, and pathogen control via external disinfection. We demonstrate how pathogens circulate in the system between environment and hosts, as well as evaluate different controlling efforts for healthcare-associated infections (HAIs). For pure pathogen transferring, system equilibria can be derived analytically to explicitly quantify long-term pathogen distribution in the system. For source-sink dynamics and pathogen control via disinfection, we demonstrate that complete eradication of pathogens can be achieved, but the rates of converging to system equilibria differ based on specific model parameterization. Direct host-host pathogen transferring and within-host dynamics can be future directions of this modeling framework by adding specific modules.
元种群模型主要在传染病流行病学中进行探索,以研究宿主亚种群的迁移和宿主间的接触结构。它们还有潜力研究环境病原体的转移。在本研究中,我们证明了元种群模型是一种理想的建模框架,可以用于描述和量化病原体在环境和宿主之间的转移。因此,它将宿主、病原体和环境统一起来,统称为流行病学三角,这是流行病学中的一个基本概念。我们开发了一个可定制和通用的病原体转移模型,其中病原体存在于环境和宿主之间,并通过接触进行转移。我们分析了三个具体的案例研究:没有病原体动态的纯病原体转移、源汇动态和通过外部消毒进行病原体控制。我们展示了病原体如何在环境和宿主之间的系统中循环,并评估了针对医疗保健相关感染 (HAI) 的不同控制措施。对于纯病原体转移,可以通过解析推导出系统平衡点,从而明确量化系统中长期的病原体分布。对于源汇动态和通过消毒进行的病原体控制,我们证明可以实现病原体的完全根除,但收敛到系统平衡点的速度因特定的模型参数化而异。通过添加特定模块,可以将直接的宿主-宿主病原体转移和宿主内动态作为该建模框架的未来方向。