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了解加拿大安大略省关注的 SARS-CoV-2 变体的动态:一项建模研究。

Understanding the dynamics of SARS-CoV-2 variants of concern in Ontario, Canada: a modeling study.

机构信息

Department of Applied Mathematics, University of Waterloo, Waterloo, ON, Canada.

Department of Biology, Cheriton School of Computer Science, School of Pharmacy, University of Waterloo, Waterloo, ON, Canada.

出版信息

Sci Rep. 2022 Feb 8;12(1):2114. doi: 10.1038/s41598-022-06159-x.

Abstract

A year after the initial wild-type Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) strains began their devastation of the world, they were supplanted by new variants of concern (VOC). In Ontario, Canada, the wild type was overtaken first by the Alpha/B1.1.17 variant, and then by the Delta/B.1.617 variant. The principal objective of the present study is to develop and apply a much expanded Susceptible-Infection-Recovered-type model to better understand the spread of multiple VOC, and assess the effectiveness of vaccination and non-pharmaceutical interventions (NPI). The model represents competition among VOC, and reveals their mutual inhibitory effects. By separately tracking asymptomatic and symptomatic infections, model simulations identify a significant role of vaccine breakthrough in the spread of Delta. Furthermore, the severity of a Delta outbreak depends not only on the NPI and vaccination rate but also on the vaccine types. Alarmingly, despite Ontario's existing NPI and relatively successful vaccine rollout, a future, more dangerous VOC could potentially infect a significant fraction of the province's population and overwhelm the health care system. To stop that VOC, the province may need the simultaneous and rapid deployment of a third booster vaccine and stringent NPI.

摘要

在最初的野生型严重急性呼吸综合征冠状病毒 2 (SARS-CoV-2) 株开始肆虐世界一年后,新的关注变种 (VOC) 取代了它们。在加拿大安大略省,野生型首先被阿尔法/ B1.1.17 变体取代,然后被德尔塔/ B.1.617 变体取代。本研究的主要目的是开发和应用一个扩展了的易感-感染-恢复型模型,以更好地了解多种 VOC 的传播,并评估疫苗接种和非药物干预 (NPI) 的效果。该模型代表了 VOC 之间的竞争,并揭示了它们的相互抑制作用。通过分别跟踪无症状和有症状的感染,模型模拟确定了疫苗突破性感染在德尔塔传播中的重要作用。此外,德尔塔疫情的严重程度不仅取决于 NPI 和疫苗接种率,还取决于疫苗类型。令人担忧的是,尽管安大略省现有的 NPI 和相对成功的疫苗推广,未来更危险的 VOC 可能会感染该省相当一部分人口,并使医疗保健系统不堪重负。为了阻止这种 VOC,该省可能需要同时迅速部署第三剂加强疫苗和严格的 NPI。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/388e/8826311/29408ef8a31b/41598_2022_6159_Fig1_HTML.jpg

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