Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, 48824, USA; Institute for Integrative Toxicology, Michigan State University, East Lansing, MI, 48824, USA; Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI, 48824, USA.
Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, 48824, USA; Institute for Integrative Toxicology, Michigan State University, East Lansing, MI, 48824, USA.
Environ Res. 2024 Jun 1;250:118434. doi: 10.1016/j.envres.2024.118434. Epub 2024 Feb 10.
Per- and polyfluoroalkyl substances (PFAS) can disrupt metabolism. Early-to-mid pregnancy is characterized by amplified metabolic processes and inflammation to support maternal adaptations and fetal growth. Thus, we cross-sectionally evaluated whether PFAS are individually and jointly associated with these processes in early-to-mid pregnancy.
Pregnant Illinois women (n = 452) provided fasted blood samples at median 17 weeks gestation. We quantified serum perfluorononanoic (PFNA), perfluorooctane sulfonic (PFOS), perfluorooctanoic (PFOA), methyl-perfluorooctane sulfonamide acetic acid (Me-PFOSA-AcOH), perfluorohexanesulfonic (PFHxS), perfluorodecanoic (PFDeA), and perfluoroundecanoic (PFUdA) acid. Key outcomes were plasma glucose, insulin, C-peptide, insulin-like growth factor 1 (IGF-1), adiponectin, leptin, triglycerides, free fatty acids, total cholesterol, high-density lipoprotein (HDL) cholesterol, C-reactive protein, tumor necrosis factor alpha (TNF-α), monocyte chemoattractant protein-1 (MCP-1), and interleukin 6. We calculated homeostatic model assessment for insulin resistance (HOMA-IR), low-density lipoprotein (LDL) cholesterol, and very low-density lipoprotein (VLDL). We evaluated associations of PFAS with each metabolic/inflammatory biomarker individually using covariate-adjusted linear regression and jointly using quantile-based g-computation.
In linear regression, all PFAS (except Me-PFOSA-AcOH) were negatively associated with insulin, HOMA-IR, and leptin, whereas all PFAS were positively associated with HDL cholesterol. We also observed negative associations of some PFAS with TNF-α and MCP-1; positive associations with adiponectin and total cholesterol also emerged. Additionally, PFOS was positively, whereas Me-PFOSA-AcOH was negatively, associated with triglycerides and VLDL. Each 25% increase in the PFAS mixture was associated with -31.3% lower insulin (95%CI: -45.8, -12.9), -31.9% lower HOMA-IR (95%CI: -46.4, -13.4), and -9.4% lower leptin (95%CI: -17.3, -0.8), but 7.4% higher HDL cholesterol (95%CI: 4.6, 10.3). For most outcomes, the major contributors to the PFAS mixture often differed compared to single-PFAS analyses.
Individual and joint PFAS exposures were associated with markers of maternal metabolism and inflammation in pregnancy. Further investigation is needed to elucidate possible mechanisms and consequences of these findings.
全氟和多氟烷基物质(PFAS)可扰乱代谢。妊娠早中期的特点是代谢过程和炎症加剧,以支持母体适应和胎儿生长。因此,我们通过横断面研究评估了 PFAS 是否单独或联合与妊娠早中期的这些过程有关。
伊利诺伊州孕妇(n=452)在妊娠中期平均 17 周时提供空腹血样。我们定量检测了血清中的全氟壬酸(PFNA)、全氟辛烷磺酸(PFOS)、全氟辛酸(PFOA)、甲基全氟辛烷磺酸酰胺乙酸(Me-PFOSA-AcOH)、全氟己烷磺酸(PFHxS)、全氟癸酸(PFDeA)和全氟十一烷酸(PFUdA)。主要结局是血浆葡萄糖、胰岛素、C 肽、胰岛素样生长因子 1(IGF-1)、脂联素、瘦素、甘油三酯、游离脂肪酸、总胆固醇、高密度脂蛋白胆固醇(HDL-C)、C 反应蛋白(CRP)、肿瘤坏死因子-α(TNF-α)、单核细胞趋化蛋白-1(MCP-1)和白细胞介素 6。我们计算了胰岛素抵抗(HOMA-IR)、低密度脂蛋白(LDL)和极低密度脂蛋白(VLDL)的稳态模型评估。我们使用协变量调整线性回归和基于分位数的 g 计算分别评估 PFAS 与每种代谢/炎症生物标志物的关联,并联合评估。
在线性回归中,所有 PFAS(除 Me-PFOSA-AcOH 外)均与胰岛素、HOMA-IR 和瘦素呈负相关,而所有 PFAS 均与 HDL-C 呈正相关。我们还观察到一些 PFAS 与 TNF-α和 MCP-1 呈负相关,与脂联素和总胆固醇呈正相关。此外,PFOS 与甘油三酯和 VLDL 呈正相关,而 Me-PFOSA-AcOH 呈负相关。PFAS 混合物每增加 25%,胰岛素降低 31.3%(95%CI:-45.8,-12.9),HOMA-IR 降低 31.9%(95%CI:-46.4,-13.4),瘦素降低 9.4%(95%CI:-17.3,-0.8),而 HDL-C 升高 7.4%(95%CI:4.6,10.3)。对于大多数结局,与单个 PFAS 分析相比,PFAS 混合物的主要贡献者往往不同。
个体和联合 PFAS 暴露与妊娠期间的母体代谢和炎症标志物有关。需要进一步研究以阐明这些发现的可能机制和后果。