特定挥发性有机化学物暴露与心血管疾病风险之间的关系:NHANES 的启示

Shaojie Han, Min Xie, Siyuan Cheng, Yuchen Han, Panpan Li, Jun Guo
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摘要

越来越多的研究表明,环境中的污染物与心血管疾病(CVD)的发生存在相关性。本研究利用美国国家健康与营养调查(NHANES)计划的五个调查周期(2005-2006年、2011-2012年、2013-2014年、2015-2016年和2017-2018年)的数据进行了横断面分析。我们通过多元逻辑回归模型分析了尿液中挥发性有机化合物代谢物(VOCs)与参与者之间的关联,并进一步采用贝叶斯核机器回归(BKMR)模型和加权量子和(WQS)回归进行了混合暴露分析。在多变量调整模型中发现,总VOCs与心血管疾病呈正相关(趋势p=0.025),与高血压、糖尿病、饮酒和吸烟以及总胆固醇水平等已确定的心血管疾病风险变量无关。与总挥发性有机化合物水平的参考四分位数相比,总心血管疾病的多变量调整几率在增加的四分位数中分别为 1.01 [95% 置信区间 (CI):0.78-1.31]、1.26 (95% CI:1.05-1.21) 和 1.75 (95% CI:1.36-1.64)。在考虑单个挥发性有机化合物(包括 AAMA、CEMA、CYMA、2HPMA、3HPMA、IPM3 和 MHBMA3(丙烯醛、丙烯酰胺、丙烯腈、环氧丙烷、异戊二烯和 1,3-丁二烯)时,也发现了类似的正相关关系。在 BKMR 分析中,当所有化学物质都达到或超过第 75 百分位数时,混合物的总体效应与挥发性有机化合物有显著关系。此外,在 WQS 模型中,影响最大的挥发性有机化合物是 CEMA(40.30%)、DHBMA(21.00%)和 AMCC(19.70%)。我们的研究结果表明,在比较不同模型的结果时,发现挥发性有机化合物都与心血管疾病有明显的关联。这些研究结果对公共卫生具有重要的潜在影响,并为未来的研究方向提供了宝贵的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Associations between specific volatile organic chemical exposures and cardiovascular disease risks: insights from NHANES
An increasing body of research has demonstrated a correlation between pollutants from the environment and the development of cardiovascular diseases (CVD). However, the impact of volatile organic chemicals (VOC) on CVD remains unknown and needs further investigation.This study assessed whether exposure to VOC was associated with CVD in the general population.A cross-sectional analysis was conducted utilizing data from five survey cycles (2005–2006, 2011–2012, 2013–2014, 2015–2016, and 2017–2018) of the National Health and Nutrition Examination Survey (NHANES) program. We analyzed the association between urinary VOC metabolites (VOCs) and participants by multiple logistic regression models, further Bayesian Kernel Machine Regression (BKMR) models and Weighted Quantile Sum (WQS) regression were performed for mixture exposure analysis.Total VOCs were found to be positively linked with CVD in multivariable-adjusted models (p for trend = 0.025), independent of established CVD risk variables, such as hypertension, diabetes, drinking and smoking, and total cholesterol levels. Compared with the reference quartile of total VOCs levels, the multivariable-adjusted odds ratios in increasing quartiles were 1.01 [95% confidence interval (CI): 0.78–1.31], 1.26 (95% CI: 1.05–1.21) and 1.75 (95% CI: 1.36–1.64) for total CVD. Similar positive associations were found when considering individual VOCs, including AAMA, CEMA, CYMA, 2HPMA, 3HPMA, IPM3 and MHBMA3 (acrolein, acrylamide, acrylonitrile, propylene oxide, isoprene, and 1,3-butadiene). In BKMR analysis, the overall effect of a mixture is significantly related to VOCs when all chemicals reach or exceed the 75th percentile. Moreover, in the WQS models, the most influential VOCs were found to be CEMA (40.30%), DHBMA (21.00%), and AMCC (19.70%).The results of our study indicated that VOC was all found to have a significant association with CVD when comparing results from different models. These findings hold significant potential for public health implications and offer valuable insights for future research directions.
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