College of Environmental Science and Engineering, Donghua University, Shanghai 201620, China.
Women's Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang 310006, China.
Sci Total Environ. 2022 Sep 10;838(Pt 4):156561. doi: 10.1016/j.scitotenv.2022.156561. Epub 2022 Jun 9.
Per- and polyfluoroalkyl substances (PFASs) are hypothesized to trigger gestational diabetes mellitus (GDM) through modulation of glucose metabolism. However, studies investigating links between joint PFASs to GDM are limited and led to discrepant conclusions. This study included 171 women with GDM development in pregnancy and 169 healthy controls from Hangzhou, China between October 2020 and September 2021. By using the solid-phase extraction (SPE)-ultra performance liquid chromatography-tandem-mass-spectrometry (UPLC/MS-MS), 15 PFASs were detected to be widely distributed in maternal serum, with highest median concentrations of 7.43, 4.23, and 3.64 ng/mL for perfluorooctanoic acid (PFOA), perfluorooctane sulfonic acid (PFOS), and 6:2 chlorinated polyfluorinated ether sulfonates (6:2 Cl-PFESA). Multivariable logistic regressions suggested that the adjusted odds ratios (ORs) with 95% confidence intervals (CI) of GDM for second and highest tertiles of PFOA were 2.57 (1.24, 4.86), p = 0.001 and 1.98 (1.06, 3.65), p = 0.023. Compared with the reference tertile, the ORs of GDM were also significantly increased at the highest tertile of perfluoroundecanoic acid (PFUnDA), perfluorododecanoic acid (PFDoA), PFOS and 6:2Cl-PFESA. Multiple linear regressions further indicated that exposure to these PFASs congeners were positively associated with continuous glycemic outcomes of fasting blood glucose (FBG), 1-h, and 2-h glucose after 75 g oral glucose tolerance (OGTT) test as well as glycohemoglobin (HbA1c). Nevertheless, perfluorohexane sulfonic acid (PFHxS), 4:2 fluorotelomer sulfonates (FTSs), and 3H-perfluoro-3-[(3-methoxy-propoxy) propanoic acid] (ADONA) exhibited protective effects on some of these glycemic outcomes. When assessing the PFASs as mixtures by conducting the Bayesian kernel machine regression (BKMR), the risks of GDM and values of glycemic outcomes increased significantly as the concentrations of the PFASs mixture increased, with PFOA being the largest contributor. We therefore propose that although the effects on glucose homeostasis varied between different PFAS congeners, the elevated combined exposures to PFASs may be associated with substantially increased GDM risks by altering glucose metabolism.
全氟和多氟烷基物质 (PFAS) 被认为通过调节葡萄糖代谢引发妊娠糖尿病 (GDM)。然而,研究 PFAS 与 GDM 之间关联的研究有限,且得出的结论存在差异。本研究纳入了 2020 年 10 月至 2021 年 9 月期间在中国杭州的 171 名妊娠期发生 GDM 的女性和 169 名健康对照者。采用固相萃取 (SPE)-超高效液相色谱-串联质谱法 (UPLC/MS-MS),检测到 15 种 PFAS 在母体血清中广泛分布,其中全氟辛酸 (PFOA)、全氟辛烷磺酸 (PFOS) 和 6:2 氯代多氟醚磺酸 (6:2 Cl-PFESA) 的中位数浓度最高,分别为 7.43、4.23 和 3.64ng/mL。多变量逻辑回归表明,GDM 的调整后比值比 (OR) 及其 95%置信区间 (CI) 在 PFOA 的第二和最高三分位组中分别为 2.57(1.24, 4.86),p=0.001 和 1.98(1.06, 3.65),p=0.023。与参考三分位组相比,PFUnDA、PFDoA、PFOS 和 6:2Cl-PFESA 的最高三分位组的 GDM OR 也显著增加。多元线性回归进一步表明,这些 PFAS 同系物的暴露与口服葡萄糖耐量试验 (OGTT) 后空腹血糖 (FBG)、1 小时和 2 小时血糖以及糖化血红蛋白 (HbA1c) 的连续血糖结局呈正相关。然而,全氟己烷磺酸 (PFHxS)、4:2 氟代醇磺酸盐 (FTSs) 和 3H-全氟-3-[(3-甲氧基丙氧基)丙基] 酸 (ADONA) 对其中一些血糖结局表现出保护作用。当通过贝叶斯核机器回归 (BKMR) 评估 PFAS 混合物时,随着 PFAS 混合物浓度的增加,GDM 的风险和血糖结局的值显著增加,其中 PFOA 的贡献最大。因此,我们提出,尽管不同 PFAS 同系物对葡萄糖稳态的影响不同,但升高的 PFAS 联合暴露可能通过改变葡萄糖代谢与显著增加的 GDM 风险相关。