University of Michigan, Department of Microbiology and Immunology, USA.
J Theor Biol. 2019 May 21;469:1-11. doi: 10.1016/j.jtbi.2019.02.020. Epub 2019 Mar 6.
According to the World Health Organization, tuberculosis (TB) is the leading cause of death from infectious disease worldwide (WHO, 2017). While there is no effective vaccine against adult pulmonary TB, more than a dozen vaccine candidates are in the clinical trial pipeline. These include both pre-exposure vaccines to prevent initial infections and post-exposure vaccines to prevent reactivation of latent disease. Many epidemiological models have been used to study TB, but most have not included a continuous age structure and the possibility of both pre- and post-exposure vaccination. Incorporating age-dependent death rates, disease properties, and social contact data allows for more realistic modeling of disease spread. We propose a continuous age-structured model for the epidemiology of tuberculosis with pre- and post-exposure vaccination. We use uncertainty and sensitivity analysis to make predictions about the efficacy of different vaccination strategies in a non-endemic setting (United States) and an endemic setting (Cambodia). In particular, we determine optimal age groups to target for pre-exposure and post-exposure vaccination in both settings. We find that the optimal age groups tend to be younger for Cambodia than for the US, and that post-exposure vaccination has a significantly larger effect than pre-exposure vaccination in the US.
根据世界卫生组织的数据,结核病(TB)是全球传染病致死的首要原因(WHO,2017)。虽然目前尚无针对成人肺结核的有效疫苗,但已有十几种疫苗候选药物正在临床试验阶段。这些疫苗包括预防初次感染的暴露前疫苗和预防潜伏性疾病再激活的暴露后疫苗。许多流行病学模型已被用于研究结核病,但大多数模型都没有包含连续的年龄结构,以及暴露前和暴露后接种疫苗的可能性。纳入年龄相关的死亡率、疾病特性和社会接触数据,可以更真实地模拟疾病传播。我们提出了一种具有暴露前和暴露后疫苗接种的连续年龄结构的结核病流行病学模型。我们使用不确定性和敏感性分析来预测在非流行地区(美国)和流行地区(柬埔寨)中不同疫苗接种策略的效果。特别是,我们确定了在这两个地区进行暴露前和暴露后疫苗接种的最佳目标年龄组。我们发现,对于柬埔寨来说,最佳的目标年龄组比美国更年轻,而且在美国,暴露后疫苗接种的效果比暴露前疫苗接种的效果显著更大。