Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, Guangdong, China.
Guangdong Provincial Engineering and Technology Research Center for Tobacco Breeding and Comprehensive Utilization, Key Laboratory of Crop Genetic Improvement of Guangdong Province, Crops Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, Guangdong, China.
Front Public Health. 2023 May 4;11:1136454. doi: 10.3389/fpubh.2023.1136454. eCollection 2023.
Exposure to perfluoroalkyl and polyfluoroalkyl substances causes oxidative stress, which is strongly associated with adverse health effects. Klotho protein plays an anti-aging role via antioxidation activity.
We investigated the levels of serum α-Klotho and PFAS exposure in adults who participated in the National Health and Nutrition Examination Survey from 2013 to 2016. A nationally representative subsample of 1,499 adults aged 40-79 years was analyzed for the associations of serum α-Klotho levels with serum PFAS exposures by correlation analysis and multiple general linear models. Of note, the potential confounding factors including age and gender were adjusted. Quantile-based g-computation models were used to assess the effects of mixed PFAS exposure on serum α-Klotho levels.
The weighted geometric mean of serum α-Klotho was 791.38 pg/mL for the subjects during 2013-2016. After adjusting for potential confounders, serum Klotho levels showed a statistically significant downward trend with increasing quartiles of PFOA and PFNA. Multivariate adjusted general linear regression analysis showed that increased exposure to PFNA was substantially associated with lower serum levels of α-Klotho, and each 1-unit increase in PFNA concentration was accompanied by a 20.23 pg/mL decrease in α-Klotho level; while no significant association was observed between other PFAS exposures and serum α-Klotho levels. It was negatively correlated between α-Klotho and Q4 for PFNA relative to the lowest quartile (Q1) of exposure (P = 0.025). It was found that the strongest negative correlation between PFNA exposure and serum α-Klotho levels was in the middle-aged (40-59 years) female participants. Furthermore, the mixture of the four PFAS substances showed an overall inverse association with serum α-Klotho concentrations, with PFNA being the major contributor.
Taken together, in a representative sample of the U.S. middle-aged and elderly populations, serum concentrations of PFAS, especially PFNA, have been negatively associated with serum levels of α-Klotho, which is strongly associated with cognition and aging. It was important to note that the majority of associations were limited to middle-aged women. It will be meaningful to clarify the causal relationship and the pathogenic mechanisms of PFAS exposure and α-Klotho levels, which is helpful to aging and aging-related diseases.
全氟烷基和多氟烷基物质(PFAS)暴露会导致氧化应激,这与不良健康影响密切相关。Klotho 蛋白通过抗氧化活性发挥抗衰老作用。
我们调查了参加 2013 年至 2016 年全国健康和营养调查的成年人的血清α-Klotho 和 PFAS 暴露水平。对年龄在 40-79 岁的 1499 名成年人进行了一项全国代表性亚样本分析,通过相关分析和多个广义线性模型分析了血清α-Klotho 水平与血清 PFAS 暴露的关系。值得注意的是,调整了年龄和性别等潜在混杂因素。使用基于分位数的 g 计算模型来评估混合 PFAS 暴露对血清α-Klotho 水平的影响。
2013-2016 年期间,受试者血清α-Klotho 的加权几何平均值为 791.38pg/mL。在调整了潜在混杂因素后,血清 Klotho 水平随着 PFOA 和 PFNA 四分位的升高呈显著下降趋势。多元调整后的一般线性回归分析表明,PFNA 暴露增加与血清α-Klotho 水平显著降低相关,PFNA 浓度每增加 1 个单位,α-Klotho 水平下降 20.23pg/mL;而其他 PFAS 暴露与血清α-Klotho 水平之间无显著相关性。α-Klotho 与 Q4(与暴露最低四分位 Q1 相比)之间呈负相关(P=0.025)。结果发现,PFNA 暴露与血清α-Klotho 水平之间的最强负相关存在于中年(40-59 岁)女性参与者中。此外,四种 PFAS 物质的混合物与血清α-Klotho 浓度呈总体负相关,其中 PFNA 是主要贡献者。
总的来说,在代表美国中老年人的样本中,PFAS,尤其是 PFNA 的血清浓度与血清α-Klotho 水平呈负相关,而血清α-Klotho 水平与认知和衰老密切相关。值得注意的是,大多数关联仅限于中年女性。阐明 PFAS 暴露与α-Klotho 水平之间的因果关系和发病机制具有重要意义,这有助于衰老和与衰老相关的疾病。