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评估疫苗接种对非洲新冠疫情动态的影响:一项数学建模研究

Assessing the Impact of Vaccination on the Dynamics of COVID-19 in Africa: A Mathematical Modeling Study.

作者信息

Montcho Yvette, Nalwanga Robinah, Azokpota Paustella, Doumatè Jonas Têlé, Lokonon Bruno Enagnon, Salako Valère Kolawole, Wolkewitz Martin, Glèlè Kakaï Romain

机构信息

Laboratoire de Biomathématiques et d'Estimations Forestières, Université d'Abomey-Calavi, Cotonou 04 BP 1525, Benin.

Faculté des Sciences et Techniques, Université d'Abomey-Calavi, Abomey-Calavi, Cotonou 01 BP 526, Benin.

出版信息

Vaccines (Basel). 2023 Apr 17;11(4):857. doi: 10.3390/vaccines11040857.

DOI:10.3390/vaccines11040857
PMID:37112769
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10144609/
Abstract

Several effective COVID-19 vaccines are administered to combat the COVID-19 pandemic globally. In most African countries, there is a comparatively limited deployment of vaccination programs. In this work, we develop a mathematical compartmental model to assess the impact of vaccination programs on curtailing the burden of COVID-19 in eight African countries considering SARS-CoV-2 cumulative case data for each country for the third wave of the COVID-19 pandemic. The model stratifies the total population into two subgroups based on individual vaccination status. We use the detection and death rates ratios between vaccinated and unvaccinated individuals to quantify the vaccine's effectiveness in reducing new COVID-19 infections and death, respectively. Additionally, we perform a numerical sensitivity analysis to assess the combined impact of vaccination and reduction in the SARS-CoV-2 transmission due to control measures on the control reproduction number (Rc). Our results reveal that on average, at least 60% of the population in each considered African country should be vaccinated to curtail the pandemic (lower the Rc below one). Moreover, lower values of Rc are possible even when there is a low (10%) or moderate (30%) reduction in the SARS-CoV-2 transmission rate due to NPIs. Combining vaccination programs with various levels of reduction in the transmission rate due to NPI aids in curtailing the pandemic. Additionally, this study shows that vaccination significantly reduces the severity of the disease and death rates despite low efficacy against COVID-19 infections. The African governments need to design vaccination strategies that increase vaccine uptake, such as an incentive-based approach.

摘要

全球范围内已接种了几种有效的新冠疫苗来抗击新冠疫情。在大多数非洲国家,疫苗接种计划的部署相对有限。在这项研究中,我们建立了一个数学分区模型,以评估疫苗接种计划对减轻八个非洲国家新冠疫情负担的影响,该模型考虑了每个国家在新冠疫情第三波中的新冠病毒累计病例数据。该模型根据个人疫苗接种状况将总人口分为两个亚组。我们使用接种疫苗者和未接种疫苗者之间的检测率和死亡率之比,分别量化疫苗在减少新冠病毒新感染和死亡方面的有效性。此外,我们进行了数值敏感性分析,以评估疫苗接种和因防控措施导致的新冠病毒传播减少对控制再生数(Rc)的综合影响。我们的结果表明,平均而言,每个被考虑的非洲国家至少60%的人口应接种疫苗以遏制疫情(将Rc降至1以下)。此外,即使由于非药物干预措施导致新冠病毒传播率仅出现低幅度(10%)或中等幅度(30%)的下降,也有可能实现更低的Rc值。将疫苗接种计划与因非药物干预措施导致的不同程度的传播率降低相结合,有助于遏制疫情。此外,这项研究表明,尽管疫苗对新冠病毒感染的效力较低,但接种疫苗能显著降低疾病的严重程度和死亡率。非洲各国政府需要设计能提高疫苗接种率的疫苗接种策略,比如基于激励的方法。

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