Laboratoire MESuRS, Conservatoire national des Arts et Métiers, Paris, France.
Unité PACRI, Institut Pasteur, Conservatoire national des Arts et Métiers, Paris, France.
PLoS Med. 2021 Feb 18;18(2):e1003523. doi: 10.1371/journal.pmed.1003523. eCollection 2021 Feb.
The Eliminate Yellow fever Epidemics (EYE) strategy was launched in 2017 in response to the resurgence of yellow fever in Africa and the Americas. The strategy relies on several vaccination activities, including preventive mass vaccination campaigns (PMVCs). However, to what extent PMVCs are associated with a decreased risk of outbreak has not yet been quantified.
We used the self-controlled case series (SCCS) method to assess the association between the occurrence of yellow fever outbreaks and the implementation of PMVCs at the province level in the African endemic region. As all time-invariant confounders are implicitly controlled for in the SCCS method, this method is an alternative to classical cohort or case-control study designs when the risk of residual confounding is high, in particular confounding by indication. The locations and dates of outbreaks were identified from international epidemiological records, and information on PMVCs was provided by coordinators of vaccination activities and international funders. The study sample consisted of provinces that were both affected by an outbreak and targeted for a PMVC between 2005 and 2018. We compared the incidence of outbreaks before and after the implementation of a PMVC. The sensitivity of our estimates to a range of assumptions was explored, and the results of the SCCS method were compared to those obtained through a retrospective cohort study design. We further derived the number of yellow fever outbreaks that have been prevented by PMVCs. The study sample consisted of 33 provinces from 11 African countries. Among these, the first outbreak occurred during the pre-PMVC period in 26 (79%) provinces, and during the post-PMVC period in 7 (21%) provinces. At the province level, the post-PMVC period was associated with an 86% reduction (95% CI 66% to 94%, p < 0.001) in the risk of outbreak as compared to the pre-PMVC period. This negative association between exposure to PMVCs and outbreak was robustly observed across a range of sensitivity analyses, especially when using quantitative estimates of vaccination coverage as an alternative exposure measure, or when varying the observation period. In contrast, the results of the cohort-style analyses were highly sensitive to the choice of covariates included in the model. Based on the SCCS results, we estimated that PMVCs were associated with a 34% (95% CI 22% to 45%) reduction in the number of outbreaks in Africa from 2005 to 2018. A limitation of our study is the fact that it does not account for potential time-varying confounders, such as changing environmental drivers of yellow fever and possibly improved disease surveillance.
In this study, we provide new empirical evidence of the high preventive impact of PMVCs on yellow fever outbreaks. This study illustrates that the SCCS method can be advantageously applied at the population level in order to evaluate a public health intervention.
消除黄热病疫情(EYE)战略于 2017 年发起,以应对非洲和美洲黄热病的死灰复燃。该战略依赖于几种疫苗接种活动,包括预防性大规模疫苗接种运动(PMVC)。然而,PMVC 与爆发风险降低之间的关联程度尚未量化。
我们使用自我对照病例系列(SCCS)方法来评估在非洲流行地区省级水平上黄热病爆发的发生与 PMVC 实施之间的关联。由于 SCCS 方法隐含地控制了所有时间不变的混杂因素,因此当残余混杂的风险很高时,尤其是指示性混杂时,该方法是经典队列或病例对照研究设计的替代方法。爆发的地点和日期是从国际流行病学记录中确定的,PMVC 信息由疫苗接种活动协调员和国际资助者提供。研究样本包括在 2005 年至 2018 年期间受到爆发影响并针对 PMVC 进行靶向的省份。我们比较了 PMVC 实施前后爆发的发生率。我们探讨了我们的估计值对一系列假设的敏感性,并将 SCCS 方法的结果与通过回顾性队列研究设计获得的结果进行了比较。我们进一步得出了 PMVC 预防的黄热病爆发数量。研究样本包括来自 11 个非洲国家的 33 个省份。其中,26 个(79%)省份的第一次爆发发生在 PMVC 之前的时期,而 7 个(21%)省份的爆发发生在 PMVC 之后的时期。在省级水平上,与 PMVC 之前的时期相比,PMVC 后的时期爆发的风险降低了 86%(95%CI 66%至 94%,p<0.001)。这种 PMVC 暴露与爆发之间的负相关关系在一系列敏感性分析中得到了稳健的观察,尤其是当使用疫苗接种覆盖率的定量估计作为替代暴露测量时,或者当观察期变化时。相比之下,队列式分析的结果对模型中包含的协变量的选择高度敏感。根据 SCCS 的结果,我们估计,PMVC 与 2005 年至 2018 年期间非洲爆发的数量减少 34%(95%CI 22%至 45%)有关。我们研究的一个限制是它没有考虑到潜在的时变混杂因素,例如黄热病的环境驱动因素变化和可能改善的疾病监测。
在这项研究中,我们提供了新的实证证据,证明 PMVC 对黄热病爆发具有高度的预防作用。本研究表明,SCCS 方法可以在人群水平上有利地应用,以评估公共卫生干预措施。