Association of PFAS and Metals with Cardiovascular Disease Risk: Exploring the Mediating Effect of Diet.

IF 3.7 Q2 ENVIRONMENTAL SCIENCES
Environments - MDPI Pub Date : 2025-06-01 Epub Date: 2025-05-28 DOI:10.3390/environments12060178
Augustina Odediran, Kenneth Bollen, Emmanuel Obeng-Gyasi
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引用次数: 0

Abstract

Background: Cardiovascular disease (CVD) is a major global health burden influenced by genetic, behavioral, and environmental factors. Among these, exposure to per- and poly-fluoroalkyl substances (PFASs) and toxic metals has been increasingly implicated in adverse cardiovascular outcomes. However, the mediating role of dietary inflammation in these associations remains unclear.

Objective: This study investigates the relationship between PFAS and metal exposures and CVD risk, focusing on the potential mediating role of diet, operationalized through the Dietary Inflammatory Index (DII). Additionally, this study examines age as an effect modifier in these associations.

Methods: Utilizing data from the National Health and Nutrition Examination Survey (NHANES) 2017-2018 cycle (n = 660), we assessed environmental exposures (lead, cadmium, mercury, perfluorooctanoic acid-PFOA, perfluorooctane sulfonate-PFOS), dietary inflammatory potential (DII), and cardiovascular markers (blood pressure, lipid profile, C-reactive protein). Statistical analyses included linear regression and Bayesian Kernel Machine Regression-Causal Mediation Analysis (BKMR-CMA) to estimate the direct, indirect (through DII), and total effects of exposure on CVD risk biomarkers.

Results: Linear regression revealed significant associations between mercury and reduced systolic blood pressure (SBP) (p = 0.017) and cadmium with increased C-reactive protein (CRP) (p = 0.006). Mediation analysis suggested dietary inflammation may play a role, though estimates were imprecise.

Conclusions: PFAS and metals may influence CVD risk through inflammatory pathways, with potential age-related differences. Future longitudinal studies are needed to clarify these complex interactions, reduce measurement error, and guide age-specific exposure regulations.

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PFAS和金属与心血管疾病风险的关系:探讨饮食的中介作用。
背景:心血管疾病(CVD)是受遗传、行为和环境因素影响的主要全球健康负担。其中,暴露于全氟烷基和多氟烷基物质(PFASs)和有毒金属已越来越多地与心血管不良后果有关。然而,饮食炎症在这些关联中的中介作用尚不清楚。目的:本研究探讨PFAS与金属暴露和心血管疾病风险之间的关系,重点关注饮食在饮食炎症指数(DII)中的潜在中介作用。此外,本研究还考察了年龄对这些关联的影响。方法:利用2017-2018年国家健康与营养检查调查(NHANES)周期(n = 660)的数据,我们评估了环境暴露(铅、镉、汞、全氟辛酸- pfoa、全氟辛烷磺酸- pfos)、饮食炎症潜力(DII)和心血管标志物(血压、血脂、c反应蛋白)。统计分析包括线性回归和贝叶斯核机回归-因果中介分析(BKMR-CMA),以估计暴露对心血管疾病风险生物标志物的直接、间接(通过DII)和总影响。结果:线性回归显示汞与收缩压(SBP)降低(p = 0.017)和镉与c反应蛋白(CRP)升高(p = 0.006)之间存在显著相关性。调解分析表明,饮食炎症可能起作用,尽管估计不准确。结论:PFAS和金属可能通过炎症途径影响心血管疾病风险,并存在潜在的年龄相关差异。未来的纵向研究需要澄清这些复杂的相互作用,减少测量误差,并指导特定年龄的暴露规定。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Environments - MDPI
Environments - MDPI Agricultural and Biological Sciences-Ecology, Evolution, Behavior and Systematics
CiteScore
5.70
自引率
5.40%
发文量
135
审稿时长
12 weeks
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