Fudolig Miguel
School of Public Health, University of Nevada, Las Vegas, NV 89119, USA.
Microorganisms. 2023 Mar 28;11(4):860. doi: 10.3390/microorganisms11040860.
We studied the effect of transmissibility and vaccination on the time required for an emerging strain of an existing virus to dominate in the infected population using a simulation-based experiment. The emergent strain is assumed to be completely resistant to the available vaccine. A stochastic version of a modified SIR model for emerging viral strains was developed to simulate surveillance data for infections. The proportion of emergent viral strain infections among the infected was modeled using a logistic curve and the time to dominance (TTD) was recorded for each simulation. A factorial experiment was implemented to compare the TTD values for different transmissibility coefficients, vaccination rates, and initial vaccination coverage. We discovered a non-linear relationship between TTD and the relative transmissibility of the emergent strain for populations with low vaccination coverage. Furthermore, higher vaccination coverage and high vaccination rates in the population yielded significantly lower TTD values. Vaccinating susceptible individuals against the current strain increases the susceptible pool of the emergent virus, which leads to the emergent strain spreading faster and requiring less time to dominate the infected population.
我们通过一项基于模拟的实验,研究了传播性和疫苗接种对现有病毒新出现毒株在感染人群中占据主导地位所需时间的影响。假定新出现的毒株对现有的疫苗完全耐药。我们开发了一种针对新出现病毒毒株的改良SIR模型的随机版本,以模拟感染监测数据。使用逻辑曲线对感染人群中新出现病毒毒株感染的比例进行建模,并记录每次模拟的主导时间(TTD)。实施析因实验以比较不同传播系数、疫苗接种率和初始疫苗接种覆盖率下的TTD值。我们发现,对于疫苗接种覆盖率低的人群,TTD与新出现毒株的相对传播性之间存在非线性关系。此外,人群中较高的疫苗接种覆盖率和高疫苗接种率会使TTD值显著降低。对易感个体接种针对当前毒株的疫苗会增加新出现病毒的易感人群,这导致新出现毒株传播更快,占据感染人群所需的时间更少。