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2005 - 2014年美国国家健康与营养检查调查中成年人的全氟和多氟烷基物质与睡眠健康

Per- and polyfluoroalkyl substances and sleep health in U.S. adults, NHANES 2005-2014.

作者信息

Guo Pengfei, Jin Zhihao, Bellia Giselle, Luo Jiajun, Inoue Kosuke, Pollitt Krystal J Godri, Deziel Nicole C, Liew Zeyan

机构信息

Department of Environmental Health Sciences, Yale School of Public Health, New Haven, USA; Yale Center for Perinatal, Pediatric and Environmental Epidemiology, Yale School of Public Health, New Haven, USA.

Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, USA.

出版信息

Environ Res. 2023 Nov 15;237(Pt 2):117092. doi: 10.1016/j.envres.2023.117092. Epub 2023 Sep 6.

Abstract

BACKGROUND

Per- and polyfluoroalkyl substances (PFAS) are synthetic chemicals that induce oxidative inflammatory responses and disrupt the endocrine and central nervous systems, all of which can influence sleep.

OBJECTIVE

To investigate the association between PFAS exposure and sleep health measures in U.S. adults.

METHODS

We analyzed serum concentration data of four PFAS [perfluorooctane sulfonic acid (PFOS), perfluorooctanoic acid (PFOA), perfluorohexane sulfonic acid (PFHxS), and perfluorononanoic acid (PFNA)] reported for 8913 adults in NHANES 2005-2014. Sleep outcomes, including trouble sleeping, having a diagnosis of sleep disorder, and recent daily sleep duration classified as insufficient or excessive sleep (<6 or >9 h/day) were examined. Weighted logistic regression was used to estimate the association between the sleep outcomes and each PFAS modeled continuously (log2) or in exposure tertiles. We applied quantile g-computation to estimate the effect of the four PFAS as a mixture on the sleep outcomes. We conducted a quantitative bias analysis to assess the potential influence of self-selection and uncontrolled confounding.

RESULTS

We observed some inverse associations between serum PFAS and trouble sleeping or sleep disorder, which were more consistent for PFOS (e.g., per log2-PFOS (ng/ml) and trouble sleeping OR = 0.93, 95%CI: 0.89, 0.98; sleep disorder OR = 0.89, 95%CI: 0.83, 0.95). Per quartile increase of the PFAS mixture was inversely associated with trouble sleeping and sleep disorder. No consistent associations were found for sleep duration across analyses. Our bias analysis suggests that the finding on sleep disorder could be explained by a moderate level of self-selection and negative confounding effects.

CONCLUSIONS

We found no evidence to suggest exposure to four legacy PFAS worsened self-reported sleep health among U.S. adults. While some inverse associations between specific PFAS and sleep disorder were observed, self-selection and uncontrolled confounding biases may play a role in these findings.

摘要

背景

全氟和多氟烷基物质(PFAS)是一类合成化学品,可引发氧化炎症反应,并扰乱内分泌和中枢神经系统,所有这些都可能影响睡眠。

目的

研究美国成年人中PFAS暴露与睡眠健康指标之间的关联。

方法

我们分析了2005 - 2014年美国国家健康与营养检查调查(NHANES)中8913名成年人报告的四种PFAS [全氟辛烷磺酸(PFOS)、全氟辛酸(PFOA)、全氟己烷磺酸(PFHxS)和全氟壬酸(PFNA)]的血清浓度数据。研究了睡眠结果,包括睡眠困难、被诊断患有睡眠障碍以及近期每日睡眠时间被分类为睡眠不足或过多(<6或>9小时/天)。采用加权逻辑回归来估计睡眠结果与每种连续建模(log2)或以暴露三分位数表示的PFAS之间的关联。我们应用分位数g计算来估计四种PFAS混合物对睡眠结果的影响。我们进行了定量偏差分析,以评估自我选择和未控制的混杂因素的潜在影响。

结果

我们观察到血清PFAS与睡眠困难或睡眠障碍之间存在一些负相关,其中PFOS的相关性更一致(例如,每log2 - PFOS(ng/ml)与睡眠困难的比值比(OR)= 0.93,95%置信区间:0.89,0.98;睡眠障碍的OR = 0.89,95%置信区间:0.83,0.95)。PFAS混合物每增加一个四分位数与睡眠困难和睡眠障碍呈负相关。在各项分析中,未发现睡眠时间存在一致的关联。我们的偏差分析表明,关于睡眠障碍的发现可能由中等程度的自我选择和负混杂效应来解释。

结论

我们没有发现证据表明接触四种遗留PFAS会使美国成年人自我报告的睡眠健康状况恶化。虽然观察到特定PFAS与睡眠障碍之间存在一些负相关,但自我选择和未控制的混杂偏差可能在这些发现中起作用。

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