A Regional-Scale Assessment-Based SARS-CoV-2 Variants Control Modeling with Implications for Infection Risk Characterization.

IF 2.9 3区 医学 Q2 INFECTIOUS DISEASES Infection and Drug Resistance Pub Date : 2024-10-31 eCollection Date: 2024-01-01 DOI:10.2147/IDR.S480086
Ying-Fei Yang, Yi-Jun Lin, Shu-Han You, Tien-Hsuan Lu, Chi-Yun Chen, Wei-Min Wang, Min-Pei Ling, Szu-Chieh Chen, Chung-Min Liao
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Abstract

Background: The emergence and progression of highly divergent SARS-CoV-2 variants have posed increased risks to global public health, triggering the significant impacts on countermeasures since 2020. However, in addition to vaccination, the effectiveness of non-pharmaceutical interventions, such as social distancing, masking, or hand washing, on different variants of concern (VOC) remains largely unknown.

Objective: This study provides a mechanistic approach by implementing a control measure model and a risk assessment framework to quantify the impacts of control measure combinations on the transmissions of five VOC (Alpha, Beta, Delta, Gamma, and Omicron), along with a different perspective of risk assessment application.

Materials and methods: We applied uncontrollable ratios as an indicator by adopting basic reproduction number (R 0) data collected from a regional-scale survey. A risk assessment strategy was established by constructing VOC-specific dose-response profiles to implicate practical uses in risk characterization when exposure data are available.

Results: We found that social distancing alone was ineffective without vaccination in almost all countries and VOC when the median R 0 was greater than two. Our results indicated that Omicron could not be contained, even when all control measure combinations were applied, due to its low threshold of infectivity (~3×10-4 plague-forming unit (PFU) mL-1).

Conclusion: To facilitate better decision-making in future interventions, we provide a comprehensive evaluation of how combined control measures impact on different countries and various VOC. Our findings indicate the potential application of threshold estimates of infectivity in the context of risk communication and policymaking for controlling future emerging SARS-CoV-2 variant infections.

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基于区域评估的 SARS-CoV-2 变异株控制模型及其对感染风险特征描述的影响。
背景:高度分化的SARS-CoV-2变异体的出现和发展给全球公共卫生带来了更大的风险,自2020年以来引发了对应对措施的重大影响。然而,除疫苗接种外,非药物干预措施(如社会疏远、掩蔽或洗手)对不同变异体(VOC)的有效性在很大程度上仍是未知数:本研究通过实施控制措施模型和风险评估框架,提供了一种机理方法,以量化控制措施组合对五种 VOC(Alpha、Beta、Delta、Gamma 和 Omicron)传播的影响,同时提供了风险评估应用的不同视角:我们采用从区域范围调查中收集的基本繁殖数(R 0)数据,将不可控比率作为一项指标。通过构建特定于挥发性有机化合物的剂量-反应曲线,建立了风险评估策略,以说明在获得暴露数据的情况下,风险特征描述的实际用途:我们发现,在几乎所有国家和挥发性有机化合物中,当中位数 R 0 大于 2 时,如果不接种疫苗,仅靠拉开社会距离是无效的。我们的结果表明,由于奥米克龙的感染阈值较低(~3×10-4鼠疫形成单位(PFU)毫升-1),即使采取了所有的控制措施组合,也无法遏制奥米克龙:为了便于在未来的干预措施中做出更好的决策,我们对综合控制措施对不同国家和各种挥发性有机化合物的影响进行了全面评估。我们的研究结果表明,在控制未来新出现的 SARS-CoV-2 变体感染的风险交流和政策制定中,有可能应用传染性阈值估计值。
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来源期刊
Infection and Drug Resistance
Infection and Drug Resistance Medicine-Pharmacology (medical)
CiteScore
5.60
自引率
7.70%
发文量
826
审稿时长
16 weeks
期刊介绍: About Journal Editors Peer Reviewers Articles Article Publishing Charges Aims and Scope Call For Papers ISSN: 1178-6973 Editor-in-Chief: Professor Suresh Antony An international, peer-reviewed, open access journal that focuses on the optimal treatment of infection (bacterial, fungal and viral) and the development and institution of preventative strategies to minimize the development and spread of resistance.
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