论文标题
病毒变体的出现:竞争模型的动力学,具有交叉免疫时间延迟,通过废水监视数据验证了COVID-19
The emergence of a virus variant: dynamics of a competition model with cross-immunity time-delay validated by wastewater surveillance data for COVID-19
论文作者
论文摘要
我们认为病毒通过人群传播的动力学,该病毒传播,该人群产生突变菌株,能够感染感染已建立菌株的个体的能力。包括使用时间延迟的临时跨免疫,但发现是无害的延迟。我们提供一些足够的条件,以确保无疾病平衡的局部和全球渐近稳定性和两个边界均衡,当两种菌株彼此相遇时。结果表明,由于新兴菌株的免疫逃避,新兴菌株的繁殖数必须显着低于已建立的仅限边界平衡的局部稳定性的已建立菌株的繁殖数。为了分析唯一的共存平衡,我们应用了准稳态论点,以将完整模型减少到二维模型,该模型表现出全球渐近稳定的仅建立的仅平衡或全球渐近稳定稳定的并存平衡。我们的结果表明,这两种菌株的基本繁殖数都决定了总体动力学,但由于跨免疫的包含而以非平凡的方式控制。该模型用于研究美国马萨诸塞州鹿岛治疗厂的废水监视数据,在存在Alpha变体的情况下SARS-COV-2 DELTA变体的出现。
We consider the dynamics of a virus spreading through a population that produces a mutant strain with the ability to infect individuals that were infected with the established strain. Temporary cross-immunity is included using a time delay, but is found to be a harmless delay. We provide some sufficient conditions that guarantee local and global asymptotic stability of the disease-free equilibrium and the two boundary equilibria when the two strains outcompete one another. It is shown that, due to the immune evasion of the emerging strain, the reproduction number of the emerging strain must be significantly lower than that of the established strain for the local stability of the established-strain-only boundary equilibrium. To analyze the unique coexistence equilibrium we apply a quasi steady-state argument to reduce the full model to a two-dimensional one that exhibits a global asymptotically stable established-strain-only equilibrium or global asymptotically stable coexistence equilibrium. Our results indicate that the basic reproduction numbers of both strains govern the overall dynamics, but in nontrivial ways due to the inclusion of cross-immunity. The model is applied to study the emergence of the SARS-CoV-2 Delta variant in the presence of the Alpha variant using wastewater surveillance data from the Deer Island Treatment Plant in Massachusetts, USA.