Institute of Epidemiology and Statistics, School of Public Health, Lanzhou University, Lanzhou, Gansu, PR China.
School of Public Health and Emergency Management, Southern University of Science and Technology, Shenzhen, PR China.
Environ Pollut. 2024 Jun 1;350:123937. doi: 10.1016/j.envpol.2024.123937. Epub 2024 Apr 15.
Per- and poly-fluoroalkyl substances (PFAS) have been reported to have hepatotoxic effects. However, it is unclear whether they are linked to non-alcoholic fatty liver disease (NAFLD). This nested case-control study focused on the epidemiological links between PFAS and the prevalence of NAFLD. We selected 476 new cases of NAFLD and 952 age- and sex-matched controls from the Jinchang cohort population between 2014 and 2019. Serum concentrations of PFAS were measured using high-performance liquid chromatography-tandem mass spectrometry (HPLC-MS/MS). Only PFAS with a detection rate of ≥90 % were included for analysis, which included PFPeA, PFOA, PFNA, PFHxS, PFOS, and 9Cl-PF3ONS. The relationship between single and co-exposure to PFAS and the occurrence of NAFLD was evaluated using conditional logistic regression, Quantile g-computation (QgC), and Bayesian kernel machine regression (BKMR) model. Logistic regression indicated that PFPeA, PFOA, and 9Cl-PF3ONS were positive correlation with the incidence of NAFLD after adjusting for confounders, with odds ratios (OR) and 95 % confidence interval (CI) of 3.13 (95 % CI: 2.53, 3.86), 1.39 (95 % CI: 1.12, 1.73), and 1.41 (95 % CI: 1.20, 1.66), respectively. PFNA, PFHxS, and PFOS were nonlinearly and negatively associated with the incidence of NAFLD, with OR (95 % CI) of 0.53 (0.46, 0.62), 0.83 (0.73, 0.95), and 0.52 (0.44, 0.61), respectively. QgC showed a significant joint effect of PFAS mixture on NAFLD onset (OR: 1.52, 95 % CI: 1.24, 1.88). BKMR showed a weak positive trend between PFAS mixtures and NAFLD incidence. Positive correlations were primarily driven by PFPeA and 9Cl-PF3ONS, while negative correlations were mainly influenced by PFNA and PFOS. The BKMR model also suggested that there was an interaction between PFOS and PFNA and other four PFAS compounds. In conclusion, our findings suggest that individual and co-exposure to PFAS is associated with a risk of NAFLD onset.
全氟和多氟烷基物质(PFAS)已被报道具有肝毒性。然而,目前尚不清楚它们是否与非酒精性脂肪性肝病(NAFLD)有关。本巢式病例对照研究主要关注 PFAS 与 NAFLD 患病率之间的流行病学联系。我们从 2014 年至 2019 年期间的金昌队列人群中选择了 476 例新诊断的 NAFLD 病例和 952 名年龄和性别匹配的对照。使用高效液相色谱-串联质谱法(HPLC-MS/MS)测量血清中 PFAS 的浓度。仅对检测率≥90%的 PFAS 进行分析,包括 PFPeA、PFOA、PFNA、PFHxS、PFOS 和 9Cl-PF3ONS。使用条件逻辑回归、分位数 g 计算(QgC)和贝叶斯核机器回归(BKMR)模型评估单暴露和共暴露于 PFAS 与 NAFLD 发生之间的关系。在调整混杂因素后,逻辑回归表明 PFPeA、PFOA 和 9Cl-PF3ONS 与 NAFLD 的发生率呈正相关,比值比(OR)和 95%置信区间(CI)分别为 3.13(95%CI:2.53,3.86)、1.39(95%CI:1.12,1.73)和 1.41(95%CI:1.20,1.66)。PFNA、PFHxS 和 PFOS 与 NAFLD 的发生率呈非线性负相关,OR(95%CI)分别为 0.53(0.46,0.62)、0.83(0.73,0.95)和 0.52(0.44,0.61)。QgC 显示 PFAS 混合物对 NAFLD 发病的显著联合效应(OR:1.52,95%CI:1.24,1.88)。BKMR 显示 PFAS 混合物与 NAFLD 发生率之间存在弱正相关趋势。正相关主要由 PFPeA 和 9Cl-PF3ONS 驱动,而负相关主要受 PFNA 和 PFOS 影响。BKMR 模型还表明 PFOS 和 PFNA 与其他四种 PFAS 化合物之间存在相互作用。总之,我们的研究结果表明,PFAS 的个体和共同暴露与 NAFLD 发病风险有关。