Department of Biological Sciences, Virginia Tech, Blacksburg, VA, 24061, USA.
Center for Communicable Disease Dynamics, Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, 02115, USA.
Sci Rep. 2019 Mar 1;9(1):3203. doi: 10.1038/s41598-019-39698-x.
Understanding the causes of vaccine failure is important for predicting disease dynamics in vaccinated populations and planning disease interventions. Pathogen exposure dose and heterogeneity in host susceptibility have both been implicated as important factors that may reduce overall vaccine efficacy and cause vaccine failure. Here, we explore the effect of pathogen dose and heterogeneity in host susceptibility in reducing efficacy of vaccines. Using simulation-based methods, we find that increases in pathogen exposure dose decrease vaccine efficacy, but this effect is modified by heterogeneity in host susceptibility. In populations where the mode of vaccine action is highly polarized, vaccine efficacy decreases more slowly with exposure dose than in populations with less variable protection. We compared these theoretical results to empirical estimates from a systematic literature review of vaccines tested over multiple exposure doses. We found that few studies (nine of 5,389) tested vaccine protection against infection over multiple pathogen challenge doses, with seven studies demonstrating a decrease in vaccine efficacy with increasing exposure dose. Our research demonstrates that pathogen dose has potential to be an important determinant of vaccine failure, although the limited empirical data highlight a need for additional studies to test theoretical predictions on the plausibility of reduced host susceptibility and high pathogen dose as mechanisms responsible for reduced vaccine efficacy in high transmission settings.
了解疫苗失败的原因对于预测接种人群中的疾病动态和规划疾病干预措施非常重要。病原体暴露剂量和宿主易感性的异质性都被认为是可能降低疫苗总体效力并导致疫苗失效的重要因素。在这里,我们探讨了病原体剂量和宿主易感性的异质性对降低疫苗效力的影响。我们使用基于模拟的方法发现,病原体暴露剂量的增加会降低疫苗效力,但这种效应会被宿主易感性的异质性所修饰。在疫苗作用模式高度极化的人群中,疫苗效力随暴露剂量的下降速度比保护作用变化较小的人群要慢。我们将这些理论结果与从针对多种暴露剂量进行测试的疫苗系统文献综述中得出的经验估计进行了比较。我们发现,很少有研究(5389 项研究中的 9 项)测试了疫苗对感染的保护作用,超过多个病原体挑战剂量,其中 7 项研究表明疫苗效力随暴露剂量的增加而降低。我们的研究表明,病原体剂量有可能成为疫苗失效的一个重要决定因素,尽管有限的经验数据突出表明需要进行更多的研究,以检验关于宿主易感性降低和高病原体剂量作为导致高传播环境中疫苗效力降低的机制的理论预测的合理性。