Fang Hua, Chang Huajing, Chen Danjing, Qiu Wenxin, Fang Jiangwang, Wu Yunli, Peng Xian-E
Department of Epidemiology and Health Statistics, Fujian Provincial Key Laboratory of Environment Factors and Cancer, School of Public Health, Fujian Medical University, Xuefu North Road 1St, Shangjie Town, Minhou Country, Fuzhou, Fujian 350108, China.
Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Fujian Medical University, Fuzhou 350108, China.
Ecotoxicol Environ Saf. 2025 Jan 15;290:117599. doi: 10.1016/j.ecoenv.2024.117599. Epub 2024 Dec 27.
Previous studies have demonstrated perfluoroalkyl and polyfluoroalkyl substances (PFAS) impact renal function, with albumin playing dominant role in their transport and accumulation. However, the mediating role of albumin in PFAS-induced renal impairment and the identification of sensitive populations remain uninvestigated.
This study included 9328 individuals from NHANES 1999-2018 with data on serum PFAS, creatinine, albumin, and covariates. The estimated glomerular filtration rate (eGFR) was calculated using standardized creatinine. Associations between perfluorooctanoic acid (PFOA), perfluorooctane sulfonic acid (PFOS), perfluorohexane sulfonate (PFHxS), and perfluorononanoic acid (PFNA) with eGFR and the risk of decreased renal function (eGFR < 90 vs. eGFR ≥ 90) using linear and logistic regression, weighted quantile sum (WQS) regression, Bayesian kernel machine regression (BKMR), and restricted cubic spline (RCS) analyses. Subgroup analyses identified sensitive populations. Mediation analysis was performed to examine the mediating role of albumin. Comparative toxicology databases identified relevant genes for mechanistic exploration.
Ln-transformed PFOA (β = -1.91, 95 % CI: -2.82 to -1), PFOS (β = -1.48, 95 % CI: -2.19 to -0.78) and PFHxS (β = -0.94, 95 % CI: -1.65 to -0.23) were negatively correlated with eGFR. PFOA (aOR = 1.21, 95 % CI: 1.1-1.32), PFOS (aOR = 1.2, 95 % CI: 1.12-1.29), and PFHxS (aOR = 1.13, 95 % CI: 1.05-1.21) were positively correlated with the risk of decreased renal function. Subgroup analyses indicated that individuals ≤ 45 years, females and other races were more sensitive. Albumin mediated 18.2 %, 16.4 %, 29.8 %, and 18.7 % of the negative effects of PFOA, PFOS, PFHxS, and PFNA on eGFR, respectively. Functional enrichment analysis suggested PFAS impair renal function by affecting lipid metabolism and increasing oxidative stress.
PFAS exposure is negatively associated with eGFR and positively associated with the risk of decreased renal function, with albumin playing a partial mediating role.
以往研究表明,全氟烷基和多氟烷基物质(PFAS)会影响肾功能,白蛋白在其转运和蓄积过程中起主要作用。然而,白蛋白在PFAS诱导的肾功能损害中的中介作用以及敏感人群的识别仍未得到研究。
本研究纳入了9328名来自1999 - 2018年美国国家健康与营养检查调查(NHANES)的个体,他们有血清PFAS、肌酐、白蛋白及协变量的数据。使用标准化肌酐计算估计肾小球滤过率(eGFR)。采用线性回归和逻辑回归、加权分位数和(WQS)回归、贝叶斯核机器回归(BKMR)以及限制立方样条(RCS)分析,研究全氟辛酸(PFOA)、全氟辛烷磺酸(PFOS)、全氟己烷磺酸(PFHxS)和全氟壬酸(PFNA)与eGFR以及肾功能下降风险(eGFR < 90 vs. eGFR≥90)之间的关联。亚组分析确定了敏感人群。进行中介分析以检验白蛋白的中介作用。比较毒理学数据库确定了用于机制探索的相关基因。
经自然对数转换的PFOA(β = -1.91,95%CI:-2.82至-1)、PFOS(β = -1.48,95%CI:-2.19至-0.78)和PFHxS(β = -0.94,95%CI:-1.65至-0.23)与eGFR呈负相关。PFOA(调整优势比[aOR] = 1.21,95%CI:1.1 - 1.32)、PFOS(aOR = 1.2,95%CI:1.12 - 1.29)和PFHxS(aOR = 1.13,95%CI:1.05 - 1.21)与肾功能下降风险呈正相关。亚组分析表明,年龄≤45岁的个体、女性和其他种族更敏感。白蛋白分别介导了PFOA、PFOS、PFHxS和PFNA对eGFR负面影响的18.2%、16.4%、29.8%和18.7%。功能富集分析表明,PFAS通过影响脂质代谢和增加氧化应激来损害肾功能。
PFAS暴露与eGFR呈负相关,与肾功能下降风险呈正相关,白蛋白起部分中介作用。