Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA.
Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA; Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.
Int J Hyg Environ Health. 2021 Jun;235:113777. doi: 10.1016/j.ijheh.2021.113777. Epub 2021 Jun 2.
Perfluoroalkyl and polyfluoroalkyl substances (PFAS) exposure have been associated with obesity and related comorbidities, possibly through disrupting signaling pathways of adipokines. Both leptin and adiponectin can modulate metabolic processes. However, the effects of PFAS on adipokines are not well understood.
We determined if serum PFAS concentrations were associated with adipokine profiles in midlife women.
We examined 1245 women aged 45-56 years from the Study of Women's Health Across the Nation. Concentrations of 11 PFAS were quantified in baseline serum samples collected in 1999-2000. Linear and branched perfluorooctane sulfonic acid isomers (n-PFOS and Sm-PFOS) and their sum (PFOS), linear perfluorooctanoic acid (n-PFOA), perfluorononanoic acid (PFNA), perfluorohexane sulfonic acid (PFHxS), 2-(N-methyl-perfluorooctane sulfonamido) acetic acid (MeFOSAA), and 2-(N-ethyl-perfluorooctane sulfonamido) acetic acid (EtFOSAA) with detection frequencies >60% were included in the analysis. Adipokines including leptin, soluble leptin receptor (sOB-R), free leptin index (FLI, the ratio of leptin to sOB-R), total and high molecular weight (HMW) adiponectin were assessed in 2002-2003. We utilized multivariable linear regressions and Bayesian kernel machine regression (BKMR) to assess individual and overall joint effects of PFAS on adipokines with adjustment for age, race/ethnicity, study site, education, smoking status, physical activity, menopausal status, and waist circumference.
A doubling of PFAS concentrations was associated with 7.8% (95% CI: 2.5%, 13.4%) higher FLI for PFOS, 9.4% (95% CI: 3.7%, 15.3%) for n-PFOA, 5.5% (95% CI: 2.2%, 9.0%) for EtFOSAA and 7.4% (95% CI: 2.8%, 12.2%) for MeFOSAA. Similar associations were found for leptin. Only EtFOSAA was associated with lower sOB-R concentrations (-1.4%, 95% CI: -2.7%, -0.1%). Results remained in women with overweight or obesity but not those with normal weight or underweight. No statistically significant associations were observed with total or HMW adiponectin, except for PFNA with total and HMW adiponectin observed in women with normal weight or underweight. In BKMR analysis, women with PFAS concentrations at the median and the 90th percentile had 30.9% (95% CI: 15.6%, 48.3%) and 52.1% (95% CI: 27.9%, 81.0%) higher FLI, respectively, compared with those with concentrations fixed at the 10th percentile.
Some PFAS may alter circulating levels of leptin. Understanding associations between PFAS and adipokines may help elucidate whether PFAS can influence obesity and metabolic disease.
全氟烷基和多氟烷基物质 (PFAS) 的暴露与肥胖和相关的合并症有关,可能是通过破坏脂联素等脂肪因子的信号通路。瘦素和脂联素都可以调节代谢过程。然而,PFAS 对脂肪因子的影响尚不清楚。
我们确定中年女性血清 PFAS 浓度是否与脂联素谱有关。
我们研究了来自全国妇女健康研究的 1245 名年龄在 45-56 岁的女性。在 1999-2000 年采集的基线血清样本中定量检测了 11 种 PFAS 的浓度。线性和支链全氟辛烷磺酸异构体(n-PFOS 和 Sm-PFOS)及其总和(PFOS)、线性全氟辛烷酸(n-PFOA)、全氟壬酸(PFNA)、全氟己烷磺酸(PFHxS)、2-(N-甲基-全氟辛烷磺酰胺基)乙酸(MeFOSAA)和 2-(N-乙基-全氟辛烷磺酰胺基)乙酸(EtFOSAA)的检测频率>60%,包含在分析中。2002-2003 年评估了包括瘦素、可溶性瘦素受体(sOB-R)、游离瘦素指数(FLI,瘦素与 sOB-R 的比值)、总和高分子量(HMW)脂联素在内的脂联素。我们利用多变量线性回归和贝叶斯核机器回归(BKMR),在调整年龄、种族/民族、研究地点、教育程度、吸烟状况、身体活动、绝经状态和腰围后,评估 PFAS 对脂联素的个体和整体联合效应。
PFAS 浓度增加一倍,与 FLI 升高 7.8%(95%CI:2.5%,13.4%)相关,n-PFOA 升高 9.4%(95%CI:3.7%,15.3%),EtFOSAA 升高 5.5%(95%CI:2.2%,9.0%),MeFOSAA 升高 7.4%(95%CI:2.8%,12.2%)。类似的关联也见于瘦素。只有 EtFOSAA 与 sOB-R 浓度降低有关(-1.4%,95%CI:-2.7%,-0.1%)。在超重或肥胖的女性中仍存在这些关联,但在体重正常或体重不足的女性中不存在。除了在体重正常或体重不足的女性中观察到 PFNA 与总脂联素和高分子量脂联素之间存在关联外,与总脂联素或高分子量脂联素均无统计学显著关联。在 BKMR 分析中,PFAS 浓度处于中位数和第 90 百分位数的女性的 FLI 分别比浓度固定在第 10 百分位数的女性高 30.9%(95%CI:15.6%,48.3%)和 52.1%(95%CI:27.9%,81.0%)。
一些 PFAS 可能会改变循环中的瘦素水平。了解 PFAS 与脂联素之间的关联可能有助于阐明 PFAS 是否会影响肥胖和代谢疾病。