Ramboll US Corporation, Amherst, MA 01002, USA.
MathEcology LLC, Health Sciences practice area, Phoenix, AZ 85086, USA.
Mil Med. 2021 Jan 25;186(Suppl 1):82-90. doi: 10.1093/milmed/usaa340.
Zika virus (ZIKV) is a mild febrile illness generally transmitted via the bite of infected Aedes species mosquitoes, including Aedes aegypti, with the potential to cause neurological complications. Nearly 200 U.S. military installations are located within areas where Aedes mosquitos are found, putting thousands of personnel at risk for infection with ZIKV. This analysis aims to quantify the benefits of interventions, including vaccination, to decrease the risk of ZIKV on U.S. military installations.
The authors developed a dynamic transmission model to test the "effectiveness" of vaccination, personal protective measures (PPM), and mosquito control at reducing morbidity within U.S. military populations. ZIKV transmission was modeled as a compartmental susceptible-exposed-infected-recovered model tracking interactions between humans and mosquitos and incorporating seasonality of mosquito populations and the potential for herd immunity. The model included two-dose vaccination as well as symptomatic and asymptomatic infection. The model was calibrated against 2016 public health data in Puerto Rico; sensitivity analyses were performed on model parameters and interventions.
The greatest reduction in total modeled ZIKV cases resulted from vaccination combined with mosquito control and PPM. All three interventions at their highest estimated level of efficiency reduced ZIKV cases by 99.9% over the baseline case of low-level adherence to PPM. The addition of vaccination had limited additional benefit over effective vector control and PPM since the significant lag to vaccine-induced protection limited effectiveness of vaccination.
Given the current vaccine, the model predicted that up to 92.8% of Zika cases occurring in deployment settings over a 10-year period could be prevented by adding vaccination to current low-level PPM. Combining vaccination with other interventions can reduce cases further. A location-specific cost-benefit analysis would be a valuable contribution to outbreak control policy as it could evaluate the economic impact of the interventions versus the reduced level of illness and downtime in this setting.
寨卡病毒(ZIKV)是一种轻度发热疾病,通常通过感染的伊蚊属(Aedes)蚊子(包括埃及伊蚊)叮咬传播,具有引起神经并发症的潜力。近 200 个美国军事设施位于发现伊蚊的地区,使数千名人员面临感染寨卡病毒的风险。本分析旨在量化干预措施(包括疫苗接种)的效益,以降低美国军事设施中寨卡病毒的风险。
作者开发了一个动态传播模型,以测试疫苗接种、个人防护措施(PPM)和蚊虫控制在降低美国军事人群发病率方面的“有效性”。寨卡病毒传播被建模为一个 compartmentsusceptible-exposed-infected-recovered 模型,跟踪人类与蚊子之间的相互作用,并纳入蚊子种群的季节性和群体免疫的潜力。该模型包括两剂疫苗接种以及有症状和无症状感染。该模型根据 2016 年波多黎各的公共卫生数据进行了校准;对模型参数和干预措施进行了敏感性分析。
总模型寨卡病毒病例的最大减少来自疫苗接种与蚊虫控制和 PPM 的结合。在最高估计效率水平下,所有三种干预措施都将 ZIKV 病例减少了 99.9%,而低水平坚持 PPM 的基线病例则减少了 99.9%。由于疫苗诱导保护的显著滞后限制了疫苗接种的有效性,因此在有效控制病媒和 PPM 的基础上,增加疫苗接种的效果有限。
鉴于当前的疫苗,该模型预测,在 10 年的时间里,在部署环境中,通过在当前低水平的 PPM 基础上增加疫苗接种,高达 92.8%的寨卡病毒病例可以得到预防。将疫苗接种与其他干预措施相结合可以进一步减少病例。在特定地点进行成本效益分析将是控制疫情政策的宝贵贡献,因为它可以评估干预措施与这种情况下疾病和停工减少的经济影响。