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两项来自瑞典的基于人群的队列研究中全氟和多氟烷基物质(PFAS)与糖尿病之间的关联。

Associations between per- and polyfluoroalkyl substances (PFAS) and diabetes in two population-based cohort studies from Sweden.

机构信息

Department of Medical Sciences, Occupational and Environmental Medicine, Uppsala University, Uppsala, Sweden.

School of Medical Sciences, Örebro University, Örebro, Sweden.

出版信息

J Expo Sci Environ Epidemiol. 2023 Sep;33(5):748-756. doi: 10.1038/s41370-023-00529-x. Epub 2023 Mar 24.

Abstract

BACKGROUND

Per- and polyfluoroalkyl substances (PFAS) have been suggested to contribute to the development of metabolic diseases such as obesity, diabetes and non-alcoholic fatty liver disease (NAFLD). However, evidence from epidemiological studies remain divergent. The aim of the present study was to evaluate associations between PFAS exposure and prevalent diabetes in a cross-sectional analysis and fasting glucose in a longitudinal analysis.

METHODS

In 2373 subjects aged 45-75 years from the EpiHealth study, three PFAS; perfluorohexanesulfonic acid (PFHxS), perfluorooctanoic acid (PFOA) and perfluorooctane sulfonic acid (PFOS) were analyzed in plasma together with information on prevalent diabetes. Participants in the PIVUS study (n = 1016 at baseline, all aged 70 years) were followed over 10 years regarding changes in plasma levels of six PFAS; PFHxS, PFOA, PFOS, perfluorononanoic acid (PFNA), perfluorodecanoic acid (PFDA), and perfluoroundecanoic acid (PFUnDA), and changes in plasma levels of fasting glucose.

RESULTS

In the EpiHealth study, no overall associations could be observed between the levels of PFOA, PFOS or PFHxS and prevalent diabetes. However, there was a significant sex-interaction for PFOA (p = 0.02), and an inverse association could be seen between PFOA (on a SD-scale) and prevalent diabetes in women only (OR: 0.71, 95% CI: 0.52, 0.96, p-value: 0.02). This association showed a non-monotonic dose-response curve. In the PIVUS study, inverse relationships could be observed between the changes in levels (ln-transformed) of PFOA and PFUnDA vs the change in fasting glucose levels (ln-transformed) over 10 years (p = 0.04 and p = 0.02, respectively). As in EpiHealth, these inverse associations were significant only in women (PFOA: β: -0.03, p = 0.02, PFUnDA: β: -0.03, p = 0.03).

IMPACT

Exposure to per- and polyfluoroalkyl substances (PFAS) has been linked to unfavorable human health, including metabolic disorders such as obesity, diabetes and non-alcoholic fatty liver disease. However, results from in vivo, in vitro and epidemiological studies are incoherent. The aim of the present study was therefore to investigate associations between PFAS and diabetes in a cross-sectional study and glucose levels in a longitudinal study. Results show inverse associations in women only. Results also display non-monotonic dose response curves (i.e., that only low levels of PFOA are related to higher probability of prevalent diabetes). This suggests that sex differences and complex molecular mechanisms may underlie the observed findings. A better understanding of the factors and molecular mechanisms contributing to such differences is recognized as an important direction for future research.

CONCLUSIONS

PFOA was found to be inversely related to both prevalent diabetes and changes in plasma glucose levels among women only. Thus, our findings suggest there are sex differences in the inverse relationship of PFOA and type 2 diabetes and glucose levels.

摘要

背景

全氟和多氟烷基物质 (PFAS) 被认为会导致代谢疾病(如肥胖症、糖尿病和非酒精性脂肪肝疾病 (NAFLD))的发生。然而,来自流行病学研究的证据仍然存在差异。本研究旨在评估 PFAS 暴露与横断面研究中的糖尿病患病率以及前瞻性研究中的空腹血糖之间的关联。

方法

在 EpiHealth 研究中,对 2373 名年龄在 45-75 岁之间的受试者进行分析,共检测了三种 PFAS:全氟己烷磺酸 (PFHxS)、全氟辛酸 (PFOA) 和全氟辛烷磺酸 (PFOS),并检测了血浆中这些物质的浓度与糖尿病的患病率之间的关系。在 PIVUS 研究中(n=1016,基线时所有参与者均为 70 岁),对血浆中六种 PFAS(PFHxS、PFOA、PFOS、全氟壬酸 (PFNA)、全氟癸酸 (PFDA) 和全氟十一烷酸 (PFUnDA) 的水平以及空腹血糖水平的变化进行了长达 10 年的随访。

结果

在 EpiHealth 研究中,PFOA、PFOS 或 PFHxS 水平与糖尿病患病率之间没有总体关联。然而,PFOA 存在显著的性别交互作用(p=0.02),且仅在女性中观察到 PFOA(在 SD 尺度上)与糖尿病患病率之间呈负相关(OR:0.71,95%CI:0.52,0.96,p 值:0.02)。这种关联呈非单调剂量-反应曲线。在 PIVUS 研究中,PFOA 和 PFUnDA 的水平变化(ln 转换)与空腹血糖水平变化(ln 转换)之间呈负相关(p=0.04 和 p=0.02,分别)。与 EpiHealth 研究一样,这些负相关仅在女性中具有统计学意义(PFOA:β:-0.03,p=0.02,PFUnDA:β:-0.03,p=0.03)。

结论

PFAS 的暴露与人类健康的不利影响有关,包括代谢紊乱,如肥胖症、糖尿病和非酒精性脂肪肝疾病。然而,体内、体外和流行病学研究的结果并不一致。因此,本研究旨在探讨 PFAS 与糖尿病的相关性,包括横断面研究中的糖尿病患病率和前瞻性研究中的血糖水平。结果表明,仅在女性中存在负相关。结果还显示出非单调剂量反应曲线(即仅低水平的 PFOA 与更高的糖尿病患病率相关)。这表明,性别差异和复杂的分子机制可能是观察到的结果的基础。更好地理解导致这些差异的因素和分子机制被认为是未来研究的一个重要方向。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/698a/10541316/bbe097d55d12/41370_2023_529_Fig1_HTML.jpg

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