Shanghai-MOST Key Laboratory of Health and Disease Genomics, NHC Key Lab of Reproduction Regulation, Shanghai Institute for Biomedical and Pharmaceutical Technologies, Department of Public Health, Fudan University, Shanghai, 200237, China.
Clinical Research Centre, Shanghai Key Laboratory of Maternal Foetal Medicine, Shanghai First Maternity and Infant Hospital, School of Medicine, Tongji University, Shanghai, 200092, China.
Int J Hyg Environ Health. 2024 Apr;257:114339. doi: 10.1016/j.ijheh.2024.114339. Epub 2024 Feb 23.
Per- and polyfluoroalkyl substances (PFAS) are a group of synthetic organic chemicals with potential endocrine-disrupting effects, and have been found to impair the physical growth of offspring in both experimental and epidemiological studies. We aimed to investigate the effects of prenatal PFAS exposure on repeated measurements of multiple anthropometric indicators in infants.
PFAS were measured in serum samples collected from pregnant women at 12-16 gestational weeks. We calculated z-scores for the weight-for-age (WAZ), weight-for-length (WLZ), head circumference-for-age (HCZ), arm circumference-for-age (ACZ), triceps skinfold-for-age (TSZ), and subscapular skinfold-for-age (SSZ) at birth, 6 months, and 12 months of age according to the child growth standards of the World Health Organization (WHO) for anthropometric indicators. A total of 964 mother-infant pairs were included. A multivariate linear regression was performed to examine the associations between prenatal PFAS concentrations and anthropometric indicators at each time point. A generalized estimating equation (GEE) model was used to examine the longitudinal effects of PFAS exposure on repeated measurements of anthropometric indicators. Ultimately, a Bayesian kernel machine regression (BKMR) model was used to assess the joint effects of the PFAS mixture on anthropometric indicators.
In GEE models, perfluorododecanoic acid (PFDoA) in the high tertile group was associated with increased WAZ/WLZ, with β values (95% confidence intervals (CI)) of 0.12 (0.00, 0.23) and 0.18 (0.03, 0.32), respectively. Perfluorononanoic acid (PFNA) was associated with increased ACZ in the middle and high tertile groups. The BKMR models also presented the associations of the PFAS mixture with increased WAZ/WLZ throughout infancy, with more profound effects in females. Meanwhile, a pattern of inverse associations was observed between the perfluorooctanoic acid (PFOA) concentrations in the high tertile group and decreased WAZ, WLZ, and HCZ in males. In addition, the associations between PFAS and increased TSZ/SSZ at birth were identified by both linear regression and BKMR models.
Prenatal PFAS exposure (PFNA and PFDoA) was associated with increased infant anthropometry, especially in female infants, while prenatal PFOA exposure was associated with decreased weight, and head and arm circumference in male infants. The findings indicate that prenatal PFAS exposure may impair the growth trajectory of offspring.
全氟和多氟烷基物质(PFAS)是一组具有潜在内分泌干扰作用的合成有机化学品,已在实验和流行病学研究中发现会损害后代的体格生长。我们旨在研究产前 PFAS 暴露对婴儿多项人体测量指标重复测量的影响。
在孕妇妊娠 12-16 周时采集血清样本,测量 PFAS 浓度。我们根据世界卫生组织(WHO)的儿童生长标准,计算了出生时、6 个月和 12 个月时体重与年龄(WAZ)、体重与身长(WLZ)、头围与年龄(HCZ)、臂围与年龄(ACZ)、三头肌皮褶厚度与年龄(TSZ)和肩胛下皮褶厚度与年龄(SSZ)的 z 分数。共纳入 964 对母婴。采用多元线性回归分析了各时间点 PFAS 浓度与人体测量指标之间的关系。采用广义估计方程(GEE)模型分析了 PFAS 暴露对人体测量指标重复测量的纵向影响。最终,采用贝叶斯核机器回归(BKMR)模型评估了 PFAS 混合物对人体测量指标的联合效应。
在 GEE 模型中,高 tert 组的全氟十二烷酸(PFDoA)与 WAZ/WLZ 增加相关,β 值(95%置信区间(CI))分别为 0.12(0.00,0.23)和 0.18(0.03,0.32)。全氟壬酸(PFNA)与中 tert 和高 tert 组的 ACZ 增加相关。BKMR 模型还呈现了 PFAS 混合物与婴儿期 WAZ/WLZ 增加的关联,在女性中影响更为显著。同时,观察到高 tert 组全氟辛酸(PFOA)浓度与男性 WAZ、WLZ 和 HCZ 降低呈负相关。此外,线性回归和 BKMR 模型均发现了 PFAS 与出生时 TSZ/SSZ 增加的关联。
产前 PFAS 暴露(PFNA 和 PFDoA)与婴儿人体测量增加有关,尤其是在女婴中,而产前 PFOA 暴露与男婴体重、头围和臂围降低有关。这些发现表明,产前 PFAS 暴露可能会损害后代的生长轨迹。