From the Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA.
National Center for Environmental Health, Centers for Disease Control and Prevention, Atlanta, GA.
Epidemiology. 2021 Jul 1;32(4):573-582. doi: 10.1097/EDE.0000000000001351.
Previous studies of endocrine-disrupting chemicals have examined one of these chemicals at a time in association with an outcome; studying mixtures better approximates human experience. We investigated the association of prenatal exposure to mixtures of persistent endocrine disruptors (perfluoroalkyl and polyfluoroalkyl substances [PFAS], polychlorinated biphenyls [PCBs], and organochlorine pesticides) with birth size among female offspring in the Avon Longitudinal Study of Parents and Children (ALSPAC), based in the United Kingdom in 1991-1992.
We quantified concentrations of 52 endocrine-disrupting chemicals in maternal serum collected during pregnancy at median 15-week gestation. Birth weight, crown-to-heel length, and head circumference were measured at birth; ponderal index and small for gestational age were calculated from these. We used repeated holdout Weighted Quantile Sum (WQS) regression and Bayesian kernel machine regression to examine mixtures in 313 mothers.
Using WQS regression, all mixtures (each chemical class separately and all three together) were inversely associated with birth weight. A one-unit increase in WQS index (a one-decile increase in chemical concentrations) for all three classes combined was associated with 55 g (β = -55 g, 95% confidence interval [CI] = -89, -22 g) lower birth weight. Associations were weaker but still inverse using Bayesian kernel machine regression. Under both methods, PFAS were the most important contributors to the association with birth weight. We also observed inverse associations for crown-to-heel length.
These results are consistent with the hypothesis that prenatal exposure to mixtures of persistent endocrine-disrupting chemicals affects birth size.
先前关于内分泌干扰化学物质的研究每次仅研究一种化学物质与某种结果之间的关系;而研究混合物则更能近似于人类的实际接触情况。我们调查了在英国 1991-1992 年开展的阿冯纵向父母与子女研究(Avon Longitudinal Study of Parents and Children,ALSPAC)中,女性后代在产前接触持久性内分泌干扰物(全氟烷基和多氟烷基物质[PFAS]、多氯联苯[PCBs]和有机氯农药)混合物与出生大小之间的关系。
我们在妊娠 15 周时测量了母亲血清中 52 种内分泌干扰化学物质的浓度。在出生时测量了出生体重、头臀长和头围;并从这些数据中计算了体重指数和小于胎龄儿。我们使用重复预留加权分位数总和(Weighted Quantile Sum,WQS)回归和贝叶斯核机器回归来检查 313 名母亲的混合物。
使用 WQS 回归,所有混合物(每个化学物质类别单独和全部三个一起)均与出生体重呈负相关。WQS 指数(化学浓度的一个十分位数增加)增加一个单位与所有三个类别合并时的出生体重降低 55 克(β=-55 克,95%置信区间[CI]为-89,-22 克)相关。使用贝叶斯核机器回归,关联虽然较弱,但仍然是负相关。在这两种方法下,PFAS 是与出生体重相关的最重要的因素。我们还观察到头臀长的反比关系。
这些结果与产前接触持久性内分泌干扰化学物质混合物会影响出生大小的假设一致。