Centers for Disease Control and Prevention, Atlanta, Georgia2University of Georgia, Athens.
Centers for Disease Control and Prevention, Atlanta, Georgia3Carter Consulting Inc, Atlanta, Georgia.
JAMA Pediatr. 2016 Oct 1;170(10):940-945. doi: 10.1001/jamapediatrics.2016.2974.
Zika virus (ZIKV) infection during pregnancy is a cause of congenital microcephaly and severe fetal brain defects, and it has been associated with other adverse pregnancy and birth outcomes.
To estimate the number of pregnant women infected with ZIKV in Puerto Rico and the number of associated congenital microcephaly cases.
DESIGN, SETTING, AND PARTICIPANTS: We conducted a modeling study from April to July 2016. Using parameters derived from published reports, outcomes were modeled probabilistically using Monte Carlo simulation. We used uncertainty distributions to reflect the limited information available for parameter values. Given the high level of uncertainty in model parameters, interquartile ranges (IQRs) are presented as primary results. Outcomes were modeled for pregnant women in Puerto Rico, which currently has more confirmed ZIKV cases than any other US location.
Zika virus infection in pregnant women.
Number of pregnant women infected with ZIKV and number of congenital microcephaly cases.
We estimated an IQR of 5900 to 10 300 pregnant women (median, 7800) might be infected during the initial ZIKV outbreak in Puerto Rico. Of these, an IQR of 100 to 270 infants (median, 180) may be born with microcephaly due to congenital ZIKV infection from mid-2016 to mid-2017. In the absence of a ZIKV outbreak, an IQR of 9 to 16 cases (median, 12) of congenital microcephaly are expected in Puerto Rico per year.
The estimate of 5900 to 10 300 pregnant women that might be infected with ZIKV provides an estimate for the number of infants that could potentially have ZIKV-associated adverse outcomes. Including baseline cases of microcephaly, we estimated that an IQR of 110 to 290 total cases of congenital microcephaly, mostly attributable to ZIKV infection, could occur from mid-2016 to mid-2017 in the absence of effective interventions. The primary limitation in this analysis is uncertainty in model parameters. Multivariate sensitivity analyses indicated that the cumulative incidence of ZIKV infection and risk of microcephaly given maternal infection in the first trimester were the primary drivers of both magnitude and uncertainty in the estimated number of microcephaly cases. Increased information on these parameters would lead to more precise estimates. Nonetheless, the results underscore the need for urgent actions being undertaken in Puerto Rico to prevent congenital ZIKV infection and prepare for affected infants.
Zika 病毒(ZIKV)感染是导致先天性小头畸形和严重胎儿脑缺陷的原因之一,并且与其他不良妊娠和分娩结局有关。
估计在波多黎各感染 Zika 病毒的孕妇数量以及与先天性小头畸形相关的病例数量。
设计、地点和参与者:我们进行了一项从 2016 年 4 月到 7 月的建模研究。使用从已发表的报告中得出的参数,使用蒙特卡罗模拟对结果进行概率建模。我们使用不确定性分布来反映参数值的信息有限。鉴于模型参数的高度不确定性,我们主要呈现四分位区间(IQR)作为主要结果。为目前报告的 Zika 病毒病例比美国任何其他地方都多的波多黎各的孕妇进行了建模。
孕妇 Zika 病毒感染。
感染 Zika 病毒的孕妇数量和先天性小头畸形病例数量。
我们估计在波多黎各的 Zika 病毒首次爆发期间,可能有 5900 至 10300 名孕妇(中位数为 7800 名)感染。其中,从中期到中期,由于先天性 Zika 病毒感染,可能会有 100 至 270 名婴儿(中位数为 180 名)出生时患有小头畸形。在没有 Zika 病毒爆发的情况下,波多黎各每年预计会有 9 至 16 例(中位数为 12 例)先天性小头畸形病例。
感染 Zika 病毒的 5900 至 10300 名孕妇的估计数为可能患有 Zika 病毒相关不良结局的婴儿数量提供了一个估计值。包括小头畸形的基线病例,我们估计在没有有效干预措施的情况下,从中期到中期,由于 Zika 病毒感染,可能会发生 110 至 290 例先天性小头畸形的总病例数,其中大部分归因于 Zika 病毒感染。本分析的主要限制是模型参数的不确定性。多变量敏感性分析表明,孕早期母体感染 Zika 病毒的累积感染率和小头畸形风险是估计小头畸形病例数量的幅度和不确定性的主要驱动因素。关于这些参数的更多信息将导致更精确的估计。尽管如此,结果强调了波多黎各需要采取紧急行动来预防先天性 Zika 病毒感染并为受影响的婴儿做好准备。