Agent-Based Modelling Laboratory, York University, Toronto, Ontario, M3J 1P3, Canada.
BMC Infect Dis. 2013 Dec 13;13:589. doi: 10.1186/1471-2334-13-589.
Much research has been devoted to the determination of optimal vaccination strategies for seasonal influenza epidemics. However, less attention has been paid to whether this optimization can be achieved within the context of viral drift.
We developed a mathematical model that links different intra-seasonal dynamics of vaccination and infection to investigate the effect of viral drift on optimal vaccination for minimizing the total number of infections. The model was computationally implemented using a seasonal force of infection, with estimated parameters from the published literature.
Simulation results show that the pattern of large seasonal epidemics is strongly correlated with the duration of specific cross-protection immunity induced by natural infection. Considering a random vaccination, our simulations suggest that the effect of vaccination on epidemic patterns is largely influenced by the duration of protection induced by strain-specific vaccination. We found that the protection efficacy (i.e., reduction of susceptibility to infection) of vaccine is a parameter that could influence these patterns, particularly when the duration of vaccine-induced cross-protection is lengthened.
Given the uncertainty in the timing and nature of antigenically drifted variants, the findings highlight the difficulty in determining optimal vaccination dynamics for seasonal epidemics. Our study suggests that the short- and long-term impacts of vaccination on seasonal epidemics should be evaluated within the context of population-pathogen landscape for influenza evolution.
大量研究致力于确定季节性流感流行的最佳疫苗接种策略。然而,对于这种优化是否可以在病毒漂移的背景下实现,关注较少。
我们开发了一个数学模型,将不同的季节性疫苗接种和感染动态联系起来,以研究病毒漂移对最小化总感染人数的最佳疫苗接种的影响。该模型使用季节性感染力进行了计算实现,并使用已发表文献中的估计参数进行了参数化。
模拟结果表明,大型季节性流行的模式与自然感染引起的特定交叉保护免疫持续时间密切相关。考虑随机接种,我们的模拟表明,疫苗接种对流行模式的影响在很大程度上受到基于菌株的疫苗接种引起的保护持续时间的影响。我们发现,疫苗的保护效果(即感染易感性降低)是一个可以影响这些模式的参数,特别是当疫苗诱导的交叉保护持续时间延长时。
鉴于抗原漂移变体的时间和性质的不确定性,研究结果强调了确定季节性流行的最佳疫苗接种动态的困难。我们的研究表明,应在流感进化的人群-病原体景观的背景下评估疫苗接种对季节性流行的短期和长期影响。