Department of Clinical Science, University of Bergen, 5020 Bergen, Norway.
Children and Youth Clinic, Haukeland University Hospital, 5021 Bergen, Norway.
Environ Sci Technol. 2024 Sep 17;58(37):16336-16346. doi: 10.1021/acs.est.4c06062. Epub 2024 Sep 3.
Per- and polyfluoroalkyl substances (PFAS) are widespread environmental contaminants with endocrine-disruptive properties. Their impact on puberty in boys is unclear. In this cross-sectional study, we investigated the association between PFAS exposure and pubertal timing in 300 Norwegian boys (9-16 years), enrolled in the Bergen Growth Study 2 during 2016. We measured 19 PFAS in serum samples and used objective pubertal markers, including ultrasound-measured testicular volume (USTV), Tanner staging of pubic hair development, and serum levels of testosterone, luteinizing hormone, and follicle-stimulating hormone. In addition to logistic regression of single pollutants and the sum of PFAS, Bayesian and elastic net regression were used to estimate the contribution of the individual PFAS. Higher levels of the sum of perfluorooctanesulfonic acid (PFOS), perfluorooctanoic acid (PFOA), perfluorononanoic acid (PFNA), and perfluorohexanesulfonic acid (PFHxS) were associated with later pubertal onset according to USTV (age-adjusted odds ratio (AOR): 2.20, 95% confidence interval (CI): 1.29, 3.93) and testosterone level (AOR: 2.35, 95% CI: 1.34, 4.36). Bayesian modeling showed that higher levels of PFNA and PFHxS were associated with later pubertal onset by USTV, while higher levels of PFNA and perfluoroundecanoic acid (PFUnDA) were associated with later pubertal onset by testosterone level. Our findings indicate that certain PFAS were associated with delay in male pubertal onset.
全氟和多氟烷基物质(PFAS)是广泛存在的环境污染物,具有内分泌干扰特性。它们对男孩青春期的影响尚不清楚。在这项横断面研究中,我们调查了 300 名挪威男孩(9-16 岁)在 2016 年参加卑尔根生长研究 2 时,PFAS 暴露与青春期开始时间之间的关系。我们测量了血清样本中的 19 种 PFAS,并使用客观的青春期标志物,包括超声测量的睾丸体积(USTV)、阴毛发育的 Tanner 分期,以及血清睾酮、黄体生成素和卵泡刺激素水平。除了对单一污染物和 PFAS 总和进行逻辑回归外,我们还使用贝叶斯和弹性网络回归来估计个别 PFAS 的贡献。根据 USTV,较高的全氟辛烷磺酸(PFOS)、全氟辛酸(PFOA)、全氟壬酸(PFNA)和全氟己烷磺酸(PFHxS)总和水平与青春期开始时间较晚相关(年龄调整的优势比(AOR):2.20,95%置信区间(CI):1.29,3.93)和睾酮水平(AOR:2.35,95%CI:1.34,4.36)。贝叶斯模型显示,较高的 PFNA 和 PFHxS 水平与 USTV 时青春期开始时间较晚相关,而较高的 PFNA 和全氟十一烷酸(PFUnDA)水平与睾酮水平时青春期开始时间较晚相关。我们的研究结果表明,某些 PFAS 与男性青春期开始时间延迟有关。