Wu Maolan, Zhu Zewu, Wan Rongjun, Xu Jiangyue
Department of Pediatrics, Xiangya Hospital, Central South University, Changsha, Hunan, China.
Department of Urology, Xiangya Hospital, Central South University, Changsha, Hunan, China; Department of Internal Medicine, Section Endocrinology, Yale University School of Medicine, New Haven, CT, USA.
Environ Pollut. 2024 Apr 1;346:123615. doi: 10.1016/j.envpol.2024.123615. Epub 2024 Feb 26.
Per- and polyfluoroalkyl substances(PFAS) are widespread organic pollutants with endocrine-disrupting effects on human health, but the association of PFAS exposure with metabolic syndrome remains conflicting. National Health and Nutrition Examination Survey(NHANES) program was utilized to evaluate the association of individual PFAS exposure and metabolic disorders and further determined the joint effect of PFAS co-exposures. 13921 participants and five PFAS exposures(PFHxS, MPAH, PFDE, PFNA, and PFUA) were included for analysis. The association between individual PFAS and metabolic syndrome varied in the specific PFAS and the specific metabolic disorder examined. PFHxS was negatively associated with obesity(Q4; OR = 0.75; P < 0.001), but positively associated with hyperlipidemia (Q3; OR = 1.2; P = 0.013). PFUA was negatively associated with obesity (Q4; OR = 0.6; P < 0.001), hyperlipidemia (Q3; OR = 0.85; P = 0.03), and non-alcoholic fatty liver disease (NAFLD, Q4; OR = 0.64; P = 0.015), but positively associated with hyperglycemia(Q3; OR = 1.27; P = 0.004). Furthermore, PFAS co-exposures were negatively associated with obesity(OR = 0.63; P < 0.001) and NAFLD(OR = 0.85; P = 0.021), and positively associated with hyperlipidemia(OR = 1.05; P = 0.022), but not significantly associated with hyperglycemia or hypertension. Overall, there was a negative association between PFAS co-exposures and metabolic severity score(β = -0.15; P < 0.001). Subgroup analysis stratified by gender and obesity consistently showed the negative association of PFAS co-exposures with metabolic severity score, and the positive association with hyperlipidemia. However, subgroup analysis showed a negative association with NAFLD in females but not in males, and a negative association with hyperglycemia in the obesity group, but not in the non-obesity group. Collectively, our study showed a negative association of PFAS co-exposures with metabolic syndrome severity score, but did not support a consistent association between PFAS co-exposures and individual components of metabolic syndrome. Additionally, there were gender-specific as well as BMI-specific differences in these associations. Further studies are needed to rule out the reverse causality and clarify the relationship of PFAS co-exposures with the specific metabolic disorder.
全氟和多氟烷基物质(PFAS)是广泛存在的有机污染物,对人类健康具有内分泌干扰作用,但PFAS暴露与代谢综合征之间的关联仍存在争议。本研究利用美国国家健康与营养检查调查(NHANES)项目评估个体PFAS暴露与代谢紊乱之间的关联,并进一步确定PFAS共同暴露的联合效应。纳入13921名参与者和五种PFAS暴露(全氟己烷磺酸(PFHxS)、单甲基全氟辛烷磺酸(MPAH)、多氟二苯醚(PFDE)、全氟萘酸(PFNA)和全氟十一烷酸(PFUA))进行分析。个体PFAS与代谢综合征之间的关联因所检测的特定PFAS和特定代谢紊乱而异。PFHxS与肥胖呈负相关(第四四分位数;比值比(OR)=0.75;P<0.001),但与高脂血症呈正相关(第三四分位数;OR=1.2;P=0.013)。PFUA与肥胖(第四四分位数;OR=0.6;P<0.001)、高脂血症(第三四分位数;OR=0.85;P=0.03)和非酒精性脂肪性肝病(NAFLD,第四四分位数;OR=0.64;P=0.015)呈负相关,但与高血糖呈正相关(第三四分位数;OR=1.27;P=0.004)。此外,PFAS共同暴露与肥胖(OR=0.63;P<0.001)和NAFLD(OR=0.85;P=0.021)呈负相关,与高脂血症呈正相关(OR=1.05;P=0.022),但与高血糖或高血压无显著关联。总体而言,PFAS共同暴露与代谢严重程度评分之间呈负相关(β=-0.15;P<0.001)。按性别和肥胖分层的亚组分析一致显示PFAS共同暴露与代谢严重程度评分呈负相关,与高脂血症呈正相关。然而,亚组分析显示,PFAS共同暴露与NAFLD在女性中呈负相关,在男性中无此关联;与高血糖在肥胖组中呈负相关,在非肥胖组中无此关联。综上所述,我们的研究表明PFAS共同暴露与代谢综合征严重程度评分呈负相关,但不支持PFAS共同暴露与代谢综合征各组分之间存在一致的关联。此外,这些关联存在性别特异性和体重指数(BMI)特异性差异。需要进一步研究以排除反向因果关系,并阐明PFAS共同暴露与特定代谢紊乱之间的关系。