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高剂量暴露在传播热点地区作为 SARS-CoV-2 动力学的驱动因素的作用。

Role of high-dose exposure in transmission hot zones as a driver of SARS-CoV-2 dynamics.

机构信息

Department of Population Health and Disease Prevention, Program in Public Health, Susan and Henry Samueli College of Health Science, University of California Irvine, Irvine, CA 92697, USA.

Department of Mathematics, University of California Irvine, Irvine, CA 92697, USA.

出版信息

J R Soc Interface. 2021 Mar;18(176):20200916. doi: 10.1098/rsif.2020.0916. Epub 2021 Mar 31.

Abstract

Epidemiological data about SARS-CoV-2 spread indicate that the virus is not transmitted uniformly in the population. The transmission tends to be more effective in select settings that involve exposure to relatively high viral dose, such as in crowded indoor settings, assisted living facilities, prisons or food processing plants. To explore the effect on infection dynamics, we describe a new mathematical model where transmission can occur (i) in the community at large, characterized by low-dose exposure and mostly mild disease, and (ii) in so-called transmission hot zones, characterized by high-dose exposure that can be associated with more severe disease. The model yields different types of epidemiological dynamics, depending on the relative importance of hot zone and community transmission. Interesting dynamics occur if the rate of virus release/deposition from severely infected people is larger than that of mildly infected individuals. Under this assumption, we find that successful infection spread can hinge upon high-dose hot zone transmission, yet the majority of infections are predicted to occur in the community at large with mild disease. In this regime, residual hot zone transmission can account for continued virus spread during community lockdowns, and the suppression of hot zones after community interventions are relaxed can cause a prolonged lack of infection resurgence following the reopening of society. This gives rise to the notion that targeted interventions specifically reducing virus transmission in the hot zones have the potential to suppress overall infection spread, including in the community at large. Epidemiological trends in the USA and Europe are interpreted in light of this model.

摘要

关于 SARS-CoV-2 传播的流行病学数据表明,该病毒在人群中的传播并不均匀。在某些特定环境中,病毒传播更为有效,这些环境涉及到相对较高的病毒剂量暴露,例如拥挤的室内环境、辅助生活设施、监狱或食品加工厂。为了探究其对感染动态的影响,我们描述了一个新的数学模型,其中传播可以发生在(i)社区中,其特点是低剂量暴露和大多数轻症疾病,以及(ii)所谓的传播热点区域,其特点是高剂量暴露,可能与更严重的疾病有关。该模型产生了不同类型的流行病学动态,具体取决于热点区域和社区传播的相对重要性。如果从严重感染个体中释放/沉积病毒的速率大于轻度感染个体,则会出现有趣的动力学现象。在此假设下,我们发现成功的感染传播可能取决于高剂量热点区域的传播,但大多数感染预计将发生在社区中,其疾病较轻。在这种情况下,残留的热点区域传播可以解释社区封锁期间持续的病毒传播,并且在社区干预措施放松后热点区域的抑制可能会导致社会重新开放后感染复发的时间延长。这就提出了一个概念,即专门减少热点区域病毒传播的靶向干预措施有可能抑制包括社区在内的整体感染传播。根据该模型对美国和欧洲的流行病学趋势进行了解释。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a243/8098709/cc89e599999d/rsif20200916f01.jpg

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