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对疫苗类型和免疫对 COVID-19 负担影响的批判性评估。

Critical assessment of the impact of vaccine-type and immunity on the burden of COVID-19.

机构信息

Department of Mathematics, University of Florida, Gainesville, FL 32611, USA.

Department of Epidemiology, University of Florida, College of Public Health and Health Professions, College of Medicine, 2004 Mowry Road, P.O. Box 100231, Gainesville, FL 32610, USA; Emerging Pathogens Institute, University of Florida, Gainesville, FL 32610, USA.

出版信息

Math Biosci. 2023 Jun;360:108981. doi: 10.1016/j.mbs.2023.108981. Epub 2023 Feb 16.

Abstract

The COVID-19 pandemic continues to have a devastating impact on health systems and economies across the globe. Implementing public health measures in tandem with effective vaccination strategies have been instrumental in curtailing the burden of the pandemic. With the three vaccines authorized for use in the U.S. having varying efficacies and waning effects against major COVID-19 strains, understanding the impact of these vaccines on COVID-19 incidence and fatalities is critical. Here, we formulate and use mathematical models to assess the impact of vaccine type, vaccination and booster uptake, and waning of natural and vaccine-induced immunity on the incidence and fatalities of COVID-19 and to predict future trends of the disease in the U.S. when existing control measures are reinforced or relaxed. The results show a 5-fold reduction in the control reproduction number during the initial vaccination period and a 1.8-fold (2-fold) reduction in the control reproduction number during the initial first booster (second booster) uptake period, compared to the respective previous periods. Due to waning of vaccine-induced immunity, vaccinating up to 96% of the U.S. population might be required to attain herd immunity, if booster uptake is low. Additionally, vaccinating and boosting more people from the onset of vaccination and booster uptake, especially with the Pfizer-BioNTech and Moderna vaccines (which confer superior protection than the Johnson & Johnson vaccine) would have led to a significant reduction in COVID-19 cases and deaths in the U.S. Furthermore, adopting natural immunity-boosting measures is important in fighting COVID-19 and transmission rate reduction measures such as mask-use are critical in combating COVID-19. The emergence of a more transmissible COVID-19 variant, or early relaxation of existing control measures can lead to a more devastating wave, especially if transmission rate reduction measures and vaccination are relaxed simultaneously, while chances of containing the pandemic are enhanced if both vaccination and transmission rate reduction measures are reinforced simultaneously. We conclude that maintaining or improving existing control measures, and boosting with mRNA vaccines are critical in curtailing the burden of the pandemic in the U.S.

摘要

新冠疫情继续对全球的卫生系统和经济造成破坏性影响。采取公共卫生措施并实施有效的疫苗接种策略对于减轻疫情负担至关重要。由于美国授权使用的三种疫苗在预防主要新冠病毒株方面的功效和效果逐渐减弱,因此了解这些疫苗对新冠疫情发病率和死亡率的影响至关重要。在这里,我们构建并使用数学模型来评估疫苗类型、接种和加强针接种率、自然和疫苗诱导免疫力的衰减对新冠疫情发病率和死亡率的影响,并预测美国现有控制措施加强或放松时疾病的未来趋势。结果表明,与前一时期相比,在初始接种期间,控制繁殖数减少了 5 倍,在初始第一加强针(第二加强针)接种期间,控制繁殖数减少了 1.8 倍(2 倍)。由于疫苗诱导的免疫力逐渐减弱,如果加强针接种率较低,可能需要为美国接种高达 96%的人口才能实现群体免疫。此外,从接种和加强针接种开始,为更多的人接种疫苗,特别是接种辉瑞-生物科技和莫德纳疫苗(它们比强生疫苗提供更好的保护),将导致美国的新冠病例和死亡人数显著减少。此外,采取增强自然免疫力的措施对于抗击新冠疫情至关重要,并且佩戴口罩等降低传播率的措施对于抗击新冠疫情至关重要。更具传染性的新冠病毒变异株的出现,或者现有控制措施的提前放松,都可能导致更具破坏性的一波疫情,特别是如果同时放松传播率降低措施和疫苗接种,而如果同时加强疫苗接种和传播率降低措施,则控制大流行的机会就会增加。我们的结论是,维持或改善现有控制措施,并使用 mRNA 疫苗加强接种对于减轻美国疫情负担至关重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1a3c/9933549/67d8ed644786/gr1_lrg.jpg

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