Key Laboratory of Public Health Safety of Ministry of Education, Key Laboratory of Health Technology Assessment of National Health Commission, School of Public Health, Fudan University, No.130 Dong'an Road, Shanghai, 200032, China.
Zhejiang Provincial Center for Disease Control and Prevention, No. 3399 Binsheng Road, Hangzhou, 310051, China.
Environ Res. 2024 Dec 1;262(Pt 2):119922. doi: 10.1016/j.envres.2024.119922. Epub 2024 Sep 3.
Per- and polyfluoroalkyl substances (PFAS) is perceived as an emerging environmental endocrine disruptor, which have been linked to children neurodevelopment. However, the potential mechanisms are not clear. Brain-derived neurotrophic factor (BDNF) is a vital protein in neurodevelopment, and the associations between PFAS exposure and BDNF require exploration.
We aimed to explore the relationships between PFAS exposure and the levels of BDNF in cord serum.
A total of 1,189 mother-infant dyads from the Sheyang Mini Birth Cohort Study (SMBCS) were enrolled. The levels of 12 PFAS and BDNF were measured in cord serum. We utilized generalized linear models (GLMs), quantile-based g-computation (QGC) models, and Bayesian Kernel Machine Regression (BKMR) models to explore the relationships between single and mixed PFAS exposure and BDNF concentration. Additionally, the potential sex differences were explored by sex-stratified analysis.
Median concentrations of the included 10 PFAS ranged from 0.04 to 3.97 μg/L. In the single chemical models, four PFAS congeners, namely perfluorononanoic acid (PFNA), perfluorooctane sulfonic acid (PFOS), perfluorodecanoic acid (PFDA), perfluoroundecanoic acid (PFUnDA), were negatively associated with BDNF levels in cord serum among females only (β: -0.116 to -0.062, p < 0.05). In the BKMR models of total mother-infant dyads and female fetuses, the significant negative relationships between PFAS mixtures and BDNF were observed, and PFUnDA was identified as an important contributor (Posterior inclusion probability, PIP = 0.8584 for the total subjects; PIP = 0.8488 for the females). PFOS was another important driver based on the mixture approaches.
We found that PFNA, PFOS, PFDA, and PFUnDA were associated with decreased BDNF concentration in the females, although the causal inference might be limited. PFAS mixtures were also negatively linked with BDNF levels in the total mother-infant pairs and female fetuses. The adverse effect of PFAS exposure on fetal BDNF levels might be sex-specific.
全氟和多氟烷基物质(PFAS)被认为是一种新兴的环境内分泌干扰物,与儿童神经发育有关。然而,其潜在机制尚不清楚。脑源性神经营养因子(BDNF)是神经发育过程中的重要蛋白质,PFAS 暴露与 BDNF 之间的关系需要进一步探索。
本研究旨在探讨脐带血清中 PFAS 暴露与 BDNF 水平之间的关系。
共纳入射阳母婴队列研究(SMBCS)中的 1189 对母婴。采用酶联免疫吸附法测定脐带血清中 12 种 PFAS 和 BDNF 的水平。采用广义线性模型(GLMs)、基于分位数的 g 计算(QGC)模型和贝叶斯核机器回归(BKMR)模型探讨单种和混合 PFAS 暴露与 BDNF 浓度之间的关系。同时,通过性别分层分析探讨了潜在的性别差异。
纳入的 10 种 PFAS 中,中位数浓度范围为 0.04-3.97μg/L。在单种化学物质模型中,仅在女性中发现 4 种 PFAS 同系物,即全氟壬酸(PFNA)、全氟辛烷磺酸(PFOS)、全氟癸酸(PFDA)和全氟十一烷酸(PFUnDA)与脐带血清中 BDNF 水平呈负相关(β:-0.116 至-0.062,p<0.05)。在总母婴和女性胎儿的 BKMR 模型中,观察到 PFAS 混合物与 BDNF 之间存在显著的负相关关系,并且 PFUnDA 被确定为一个重要的贡献者(总人群的后验纳入概率,PIP=0.8584;女性人群的 PIP=0.8488)。基于混合物方法,PFOS 也是另一个重要的驱动因素。
本研究发现,PFNA、PFOS、PFDA 和 PFUnDA 与女性 BDNF 浓度降低有关,尽管因果关系可能有限。PFAS 混合物也与总母婴对和女性胎儿的 BDNF 水平呈负相关。PFAS 暴露对胎儿 BDNF 水平的不良影响可能具有性别特异性。