Ministry of Education-Shanghai Key Laboratory of Children's Environmental Health, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China; Ministry of Education-Shanghai Key Laboratory of Children's Environmental Health, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200092, China.
School of Environment, Guangzhou Key Laboratory of Environmental Exposure and Health, and Guangdong Key Laboratory of Environmental Pollution and Health, Jinan University, Guangzhou 510632, China.
Environ Int. 2021 Jul;152:106496. doi: 10.1016/j.envint.2021.106496. Epub 2021 Mar 18.
Previous epidemiological studies on the relationship between per- and polyfluoroalkyl substances (PFAS) exposure and male reproductive hormones were mainly limited to a few legacy PFAS and ignored the possible mixture effects.
To assess the associations of PFAS mixture, branched isomers and emerging alternatives of PFAS with male reproductive hormones.
A total of 902 men (mean age: 31.3 years) were recruited in this cross-sectional study. We quantified 24 targeted PFAS, including 7 branched PFOS isomers, 2 branched PFOA isomers and 2 components of F-53B, in blood plasma. Five reproductive hormones, including total testosterone (TT), estradiol (E), follicular stimulating hormone (FSH), luteinizing hormone (LH) and insulin like factor 3 (INSL3), and sex hormone binding globulin (SHBG) were measured in serum. Associations were first assessed by confounder-adjusted multiple linear regression while correcting for multiple comparisons. Bayesian kernel machine regression (BKMR) and adaptive elastic net (AENET) were further used to assess mixture effects and the adjusted exposure response (ER) relationship of individual PFAS.
After adjusting for confounders, we found that PFAS mixture was significantly and inversely associated with E and E/TT, with perfluoro-n-undecanoic acid (PFuDA) being the major contributor. Although the associations between PFAS mixture and other hormones were non-significant, certain individual PFAS presented significant associations. Notably, perfluoro-n-tridecanoic acid (PFTrDA) and perfluoro-n-dodecanoic acid (PFDoA) were found to be significantly and inversely associated with INSL3, a unique indicator of Leydig cells function. Meanwhile, significant positive associations were found between perfluorobutane sulfonic acid (PFBS) and FSH and between PFuDA and LH. But the associations with branched isomers or F-53B were sporadic and inconsistent.
Our findings provided the evidence that PFAS mixture may reduce E level, and certain PFAS (i.e., PFTrDA and PFDoA) may have negative effects on Leydig cells function among young men. Additional studies are much needed to confirm our results and elucidate potential mechanisms.
以往关于全氟和多氟烷基物质(PFAS)暴露与男性生殖激素之间关系的流行病学研究主要局限于少数传统 PFAS,忽略了可能的混合物效应。
评估 PFAS 混合物、支链异构体和新兴替代物与男性生殖激素的关联。
本横断面研究共纳入 902 名男性(平均年龄:31.3 岁)。我们定量检测了血液血浆中的 24 种目标 PFAS,包括 7 种支链 PFOS 异构体、2 种支链 PFOA 异构体和 F-53B 的 2 个成分。血清中测量了 5 种生殖激素,包括总睾酮(TT)、雌二醇(E)、卵泡刺激素(FSH)、黄体生成素(LH)和胰岛素样因子 3(INSL3)以及性激素结合球蛋白(SHBG)。首先通过调整混杂因素的多元线性回归来评估关联,同时校正多重比较。进一步采用贝叶斯核机器回归(BKMR)和自适应弹性网络(AENET)评估 PFAS 混合物的效应和个体 PFAS 的调整暴露反应(ER)关系。
调整混杂因素后,我们发现 PFAS 混合物与 E 和 E/T 呈显著负相关,其中全氟壬酸(PFuDA)是主要贡献者。尽管 PFAS 混合物与其他激素之间的关联无统计学意义,但某些个体 PFAS 呈现出显著关联。值得注意的是,全氟壬酸(PFTrDA)和全氟十二烷酸(PFDoA)与 INSL3 呈显著负相关,INSL3 是睾丸间质细胞功能的独特标志物。同时,发现全氟丁烷磺酸(PFBS)与 FSH 之间以及 PFuDA 与 LH 之间呈显著正相关。但支链异构体或 F-53B 的关联是零星的、不一致的。
我们的研究结果提供了证据表明,PFAS 混合物可能降低 E 水平,某些 PFAS(如 PFTrDA 和 PFDoA)可能对年轻男性的睾丸间质细胞功能产生负面影响。需要进一步的研究来证实我们的结果并阐明潜在的机制。