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美国成年人接触全氟和多氟烷基物质混合物与焦虑之间关联的性别特异性

Sex specificity in associations between exposure to a mixture of per and poly-fluoroalkyl substances and anxiety among US adults.

作者信息

Hua Xiaoguo, Hu Rui, Chen Cai, Sun Jiangjie, Feng Xiqiu, Zhang Xiujun

机构信息

Office of Medical Insurance Management, The Second Affiliated Hospital, Anhui Medical University, Hefei, China.

Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, China.

出版信息

J Expo Sci Environ Epidemiol. 2025 Jan 7. doi: 10.1038/s41370-024-00741-3.

Abstract

BACKGROUND

Exposure to per and poly-fluoroalkyl substances (PFAS) is suggested to interfere with the central nervous system that may affect mental health. Studies on the relationships between exposure to PFAS mixtures and anxiety in humans are rare. This study aimed to evaluate the associations between single and combined exposure to PFAS and anxiety among adults.

METHODS

Data were extracted from the National Health and Nutrition Examination Survey (NHANES, 2007-2012). Six serum PFAS concentrations were accessed including perfluorooctanoic acid (PFOA), perfluorononanoic acid (PFNA), PFOS (perfluorooctanesulfonic acid), PFHxS (perfluorohexane sulfonate), PFDA (perfluorodecanoic acid), Me-PFOSA-AcOH (2-(N-methylperfluorooctanesulfonamide) acetic acid). The anxiety state was defined through the questionnaire responses of the participants. Weighted logistics regression was used to calculate their odds ratio (OR) and corresponding confidence interval (95% CI) that assessed the relationship between PFAS exposure and anxiety. Moreover, Two different statistical methods including quantile-based g-computation (Qgcomp), and Bayesian kernel machine regression (BKMR) were employed to investigate the overall effects of PFAS mixtures on anxiety.

RESULTS

The effects of specific PFAS exposure on anxiety varied by sex. In male participants, one-unit increase in PFDA (OR = 0.62; 95%CI: 0.44, 0.88), PFOA (OR = 0.60; 95%CI: 0.41, 0.87), PFNA (OR = 0.68; 95%CI: 0.46, 0.96) concentrations were inversely linked to anxiety. In female participants, a one-unit increase in PFOA (OR = 1.50; 95%CI: 1.05, 2.14) concentration was associated with anxiety. Analysis of Qgcomp demonstrated that PFAS mixtures were negatively associated with anxiety in males (OR = 0.85; 95%CI: 0.74, 0.99), and were positively associated with anxiety in females(OR = 1.16; 95%CI: 1.01, 1.33). Analysis of BKMR suggested that PFAS mixtures were negatively associated with anxiety in the males, while its associations with anxiety were positive in the females.

IMPACT

Although a growing number of studies have focused on the relationship between PFAS and anxiety, most have been performed based on animal observations rather than human populations, and the combined effects of PFAS mixtures on anxiety have not been evaluated. To address these gaps, this study first explored the associations between individual PFAS and PFAS mixture exposures and anxiety among US adults. Using data from the National Health and Nutrition Examination Survey, we demonstrated that co-exposure to a mixture of PFAS was negatively associated with anxiety in males, and its association was contrary in females.

摘要

背景

有研究表明,接触全氟和多氟烷基物质(PFAS)会干扰中枢神经系统,进而可能影响心理健康。关于接触PFAS混合物与人类焦虑之间关系的研究较为罕见。本研究旨在评估成年人单一接触和联合接触PFAS与焦虑之间的关联。

方法

数据来自美国国家健康与营养检查调查(NHANES,2007 - 2012年)。检测了六种血清PFAS浓度,包括全氟辛酸(PFOA)、全氟壬酸(PFNA)、全氟辛烷磺酸(PFOS)、全氟己烷磺酸(PFHxS)、全氟癸酸(PFDA)、2-(N-甲基全氟辛烷磺酰胺)乙酸(Me-PFOSA-AcOH)。通过参与者的问卷回答来定义焦虑状态。采用加权逻辑回归计算比值比(OR)及其相应的置信区间(95%CI),以评估PFAS暴露与焦虑之间的关系。此外,还采用了两种不同的统计方法,即基于分位数的g计算(Qgcomp)和贝叶斯核机器回归(BKMR),来研究PFAS混合物对焦虑的总体影响。

结果

特定PFAS暴露对焦虑的影响因性别而异。在男性参与者中,PFDA浓度每增加一个单位(OR = 0.62;95%CI:0.44,0.88)、PFOA浓度每增加一个单位(OR = 0.60;95%CI:0.41,0.87)、PFNA浓度每增加一个单位(OR = 0.68;95%CI:0.46,0.96)与焦虑呈负相关。在女性参与者中,PFOA浓度每增加一个单位(OR = 1.50;95%CI:1.05,2.14)与焦虑相关。Qgcomp分析表明,PFAS混合物与男性焦虑呈负相关(OR = 0.85;95%CI:0.74,0.99),与女性焦虑呈正相关(OR = 1.16;95%CI:1.01,1.33)。BKMR分析表明,PFAS混合物与男性焦虑呈负相关,而与女性焦虑呈正相关。

影响

尽管越来越多的研究关注PFAS与焦虑之间的关系,但大多数研究是基于动物观察而非人类群体进行的,并且尚未评估PFAS混合物对焦虑的综合影响。为填补这些空白,本研究首次探讨了个体PFAS和PFAS混合物暴露与美国成年人焦虑之间的关联。利用美国国家健康与营养检查调查的数据,我们证明了PFAS混合物的共同暴露与男性焦虑呈负相关,而在女性中则相反。

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