Department of Endocrinology, Islet Cell Senescense and Function Research Laboratory, Jiangsu Province Geriatric Institute, 30 Luojia Road, Nanjing, Jiangsu 210024, China.
School of Public Health, Nanjing Medical University, Nanjing 211166, China.
Sci Total Environ. 2018 Jun 1;625:566-574. doi: 10.1016/j.scitotenv.2017.12.186. Epub 2017 Dec 30.
Exposure to perfluoroalkyl substances (PFAS) is associated with a range of adverse health effects. However, it remains unclear whether PFAS at environmentally relevant exposure levels are related to diabetes and metabolite concentrations in adults. Using cross-sectional data from 7904 adults (age≥20years) in the 2003-2012 National Health and Nutrition Examination Survey (NHANES), we examined the association of PFAS with the prevalence of diabetes and metabolite concentrations. A multivariate logistic regression was applied to investigate the associations of diabetes prevalence with serum perfluorooctanoate (PFOA), perfluorooctane sulfonate (PFOS), perfluorohexane sulfonate (PFHxS) and perfluorononanoate (PFNA) levels. A multivariate generalised linear regression was further performed to investigate the associations between PFAS exposure and some metabolites. We identified a strong positive association between serum PFOA and diabetes prevalence in men with an adjusted model (OR: 2.66, 95% CI: 1.63-4.35; P for trend=0.001). No significant association between serum PFOA and diabetes prevalence was observed in women (OR: 1.47, 95% CI: 0.88-2.46; P for trend=0.737). Furthermore, diabetes was not related to PFOS, PFHxS and PFNA, regardless of gender. In the gender-stratified generalised linear models, men and women with the highest PFOA levels demonstrated a 1.43% (95% CI: 0.62%-2.34%) and a 1.07% (95% CI: 0.27%-1.97%) greater increase in serum total cholesterol (P for trend=0.006 and 0.001) compared to those with the lowest PFOA levels. There were no significant associations between serum PFOA and other metabolites. These results provide epidemiological evidence that environment-related levels of serum PFOA may be positively associated with the prevalence of diabetes in men and with total cholesterol in adults. Further clinical and animal studies are urgently needed to elucidate putative causal relationships and shed light on the potential mode of action involved.
全氟烷基物质 (PFAS) 的暴露与一系列不良健康影响有关。然而,目前尚不清楚环境相关暴露水平的 PFAS 是否与成年人的糖尿病和代谢物浓度有关。本研究使用 2003-2012 年全国健康和营养检查调查(NHANES)中 7904 名成年人(年龄≥20 岁)的横断面数据,研究了 PFAS 与糖尿病患病率和代谢物浓度的关系。采用多变量逻辑回归分析糖尿病患病率与血清全氟辛酸(PFOA)、全氟辛烷磺酸(PFOS)、全氟己烷磺酸(PFHxS)和全氟壬酸(PFNA)水平之间的关系。进一步进行多变量广义线性回归,研究 PFAS 暴露与某些代谢物之间的关系。我们发现血清 PFOA 与男性糖尿病患病率之间存在很强的正相关,在调整模型中(OR:2.66,95%CI:1.63-4.35;趋势检验 P 值=0.001)。在女性中,血清 PFOA 与糖尿病患病率之间没有显著关联(OR:1.47,95%CI:0.88-2.46;趋势检验 P 值=0.737)。此外,无论性别如何,糖尿病与 PFOS、PFHxS 和 PFNA 均无关。在按性别分层的广义线性模型中,血清 PFOA 水平最高的男性和女性血清总胆固醇分别增加 1.43%(95%CI:0.62%-2.34%)和 1.07%(95%CI:0.27%-1.97%)(趋势检验 P 值=0.006 和 0.001),而血清 PFOA 水平最低的男性和女性则无显著差异。血清 PFOA 与其他代谢物之间无显著关联。这些结果提供了流行病学证据,表明环境相关水平的血清 PFOA 可能与男性糖尿病患病率以及成年人总胆固醇呈正相关。迫切需要进一步的临床和动物研究来阐明潜在的因果关系,并揭示潜在的作用模式。