Takahashi Saki, Liao Qiaohong, Van Boeckel Thomas P, Xing Weijia, Sun Junling, Hsiao Victor Y, Metcalf C Jessica E, Chang Zhaorui, Liu Fengfeng, Zhang Jing, Wu Joseph T, Cowling Benjamin J, Leung Gabriel M, Farrar Jeremy J, van Doorn H Rogier, Grenfell Bryan T, Yu Hongjie
Department of Ecology and Evolutionary Biology, Princeton University, Princeton, New Jersey, United States of America.
Division of Infectious Disease, Key Laboratory of Surveillance and Early Warning on Infectious Disease, Chinese Center for Disease Control and Prevention, Beijing, China.
PLoS Med. 2016 Feb 16;13(2):e1001958. doi: 10.1371/journal.pmed.1001958. eCollection 2016 Feb.
Hand, foot, and mouth disease (HFMD) is a common childhood illness caused by serotypes of the Enterovirus A species in the genus Enterovirus of the Picornaviridae family. The disease has had a substantial burden throughout East and Southeast Asia over the past 15 y. China reported 9 million cases of HFMD between 2008 and 2013, with the two serotypes Enterovirus A71 (EV-A71) and Coxsackievirus A16 (CV-A16) being responsible for the majority of these cases. Three recent phase 3 clinical trials showed that inactivated monovalent EV-A71 vaccines manufactured in China were highly efficacious against HFMD associated with EV-A71, but offered no protection against HFMD caused by CV-A16. To better inform vaccination policy, we used mathematical models to evaluate the effect of prospective vaccination against EV-A71-associated HFMD and the potential risk of serotype replacement by CV-A16. We also extended the model to address the co-circulation, and implications for vaccination, of additional non-EV-A71, non-CV-A16 serotypes of enterovirus.
Weekly reports of HFMD incidence from 31 provinces in Mainland China from 1 January 2009 to 31 December 2013 were used to fit multi-serotype time series susceptible-infected-recovered (TSIR) epidemic models. We obtained good model fit for the two-serotype TSIR with cross-protection, capturing the seasonality and geographic heterogeneity of province-level transmission, with strong correlation between the observed and simulated epidemic series. The national estimate of the basic reproduction number, R0, weighted by provincial population size, was 26.63 for EV-A71 (interquartile range [IQR]: 23.14, 30.40) and 27.13 for CV-A16 (IQR: 23.15, 31.34), with considerable variation between provinces (however, predictions about the overall impact of vaccination were robust to this variation). EV-A71 incidence was projected to decrease monotonically with higher coverage rates of EV-A71 vaccination. Across provinces, CV-A16 incidence in the post-EV-A71-vaccination period remained either comparable to or only slightly increased from levels prior to vaccination. The duration and strength of cross-protection following infection with EV-A71 or CV-A16 was estimated to be 9.95 wk (95% confidence interval [CI]: 3.31, 23.40) in 68% of the population (95% CI: 37%, 96%). Our predictions are limited by the necessarily short and under-sampled time series and the possible circulation of unidentified serotypes, but, nonetheless, sensitivity analyses indicate that our results are robust in predicting that the vaccine should drastically reduce incidence of EV-A71 without a substantial competitive release of CV-A16.
The ability of our models to capture the observed epidemic cycles suggests that herd immunity is driving the epidemic dynamics caused by the multiple serotypes of enterovirus. Our results predict that the EV-A71 and CV-A16 serotypes provide a temporary immunizing effect against each other. Achieving high coverage rates of EV-A71 vaccination would be necessary to eliminate the ongoing transmission of EV-A71, but serotype replacement by CV-A16 following EV-A71 vaccination is likely to be transient and minor compared to the corresponding reduction in the burden of EV-A71-associated HFMD. Therefore, a mass EV-A71 vaccination program of infants and young children should provide significant benefits in terms of a reduction in overall HFMD burden.
手足口病(HFMD)是一种常见的儿童疾病,由小核糖核酸病毒科肠道病毒属A种肠道病毒的血清型引起。在过去15年里,该病在东亚和东南亚造成了沉重负担。2008年至2013年期间,中国报告了900万例手足口病病例,其中肠道病毒A71型(EV-A71)和柯萨奇病毒A16型(CV-A16)这两种血清型导致了大多数病例。最近的三项3期临床试验表明,中国生产的单价EV-A71灭活疫苗对与EV-A71相关的手足口病具有高度有效性,但对CV-A16引起的手足口病没有保护作用。为了更好地为疫苗接种政策提供依据,我们使用数学模型评估了针对EV-A71相关手足口病进行前瞻性疫苗接种的效果以及CV-A16血清型替代的潜在风险。我们还扩展了模型,以解决肠道病毒其他非EV-A71、非CV-A16血清型的共同流行情况及其对疫苗接种的影响。
利用中国大陆31个省份2009年1月1日至2013年12月31日手足口病发病率的周报数据,拟合多血清型时间序列易感-感染-恢复(TSIR)流行模型。我们得到了具有交叉保护的双血清型TSIR模型的良好拟合,捕捉到了省级传播的季节性和地理异质性,观察到的和模拟的流行序列之间具有很强的相关性。按省级人口规模加权的全国基本再生数R0估计值,EV-A71为26.63(四分位间距[IQR]:23.14,30.40),CV-A16为27.13(IQR:23.15,31.34),各省之间存在相当大的差异(然而,关于疫苗接种总体影响的预测对这种差异具有稳健性)。预计随着EV-A71疫苗接种覆盖率的提高,EV-A71发病率将单调下降。在各省中,EV-A71疫苗接种后时期的CV-A16发病率与接种前水平相比保持相当或仅略有增加。估计68%的人群(95%置信区间[CI]:37%,96%)在感染EV-A71或CV-A16后交叉保护的持续时间和强度为9.95周(95%CI:3.31,23.40)。我们的预测受到时间序列必然较短且采样不足以及可能存在未识别血清型传播的限制,但是,敏感性分析表明,我们的结果在预测疫苗应大幅降低EV-A71发病率而不会导致CV-A16大量竞争性传播方面是稳健的。
我们的模型捕捉观察到的流行周期的能力表明,群体免疫正在驱动由多种肠道病毒血清型引起的流行动态。我们的结果预测,EV-A71和CV-A16血清型相互提供暂时的免疫效果。要消除EV-A71的持续传播,有必要实现EV-A71疫苗的高覆盖率,但与EV-A71相关手足口病负担相应减轻相比,EV-A71疫苗接种后CV-A16血清型替代可能是短暂且轻微的。因此,针对婴幼儿的大规模EV-A71疫苗接种计划在减轻总体手足口病负担方面应会带来显著益处。