COVID-19动态的年龄结构建模:治疗和疫苗接种在控制大流行中的作用

IF 2.2 4区 数学 Q2 BIOLOGY
Shuanglin Jing, Ling Xue, Xuezhi Li, Fanqin Zeng, Junyuan Yang
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引用次数: 0

摘要

除非药物干预措施外,抗病毒药物和疫苗接种被认为是控制和消除COVID-19大流行的最佳解决方案。有必要结合宿主内和宿主间模型来调查治疗和疫苗接种的影响。因此,我们提出了一个年龄结构模型,其中感染年龄用于连接宿主内病毒动力学和种群水平的疾病动力学。我们对模型的局部和全局动力学进行了详细的分析,阈值动力学完全由基本再现数r0决定。因此,无病平衡点是全局渐近稳定的,当R为0时,疾病最终消失;当r0 = 1时,无病平衡具有全局吸引力;该病具有均匀持续性,且当r0 - 0时唯一的地方性平衡全局渐近稳定。数值模拟定量研究了宿主内病毒动力学对宿主间传播动力学的影响。研究结果表明,抗病毒药物和疫苗联合使用可以在缓解COVID-19的传播方面发挥关键作用,但单独消灭COVID-19具有挑战性。为了完全消除COVID-19,我们需要高效抗病毒药物和几乎普遍的疫苗覆盖。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Age-structured modeling of COVID-19 dynamics: the role of treatment and vaccination in controlling the pandemic.

In addition to non-pharmaceutical interventions, antiviral drugs and vaccination are considered as the optimal solutions to control and eliminate the COVID-19 pandemic. It is necessary to couple within-host and between-host models to investigate the impact of treatment and vaccination. Hence, we propose an age-structured model, where the infection age is used to link the within-host viral dynamics and the disease dynamics at the population level. We conduct a detailed analysis of the local and global dynamics of the model, and the threshold dynamics are completely determined by the basic reproduction number R 0 . Thus, the disease-free equilibrium is globally asymptotically stable and the disease eventually dies out when R 0 < 1 ; the disease-free equilibrium is globally attractive when R 0 = 1 ; the disease is uniformly persistent, and the unique endemic equilibrium is globally asymptotically stable when R 0 > 1 . The numerical simulation quantitatively studies the impact of the within-host viral dynamics on between-host transmission dynamics. The results show that the combination of antiviral drugs and vaccines can play a key role in mitigating the spread of COVID-19, but it is challenging to eliminate COVID-19 alone. To achieve the complete elimination of COVID-19, we need highly effective antiviral drugs and near-universal vaccine coverage.

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来源期刊
CiteScore
3.30
自引率
5.30%
发文量
120
审稿时长
6 months
期刊介绍: The Journal of Mathematical Biology focuses on mathematical biology - work that uses mathematical approaches to gain biological understanding or explain biological phenomena. Areas of biology covered include, but are not restricted to, cell biology, physiology, development, neurobiology, genetics and population genetics, population biology, ecology, behavioural biology, evolution, epidemiology, immunology, molecular biology, biofluids, DNA and protein structure and function. All mathematical approaches including computational and visualization approaches are appropriate.
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