Wang Lina, Du Jianqiang, Wu Xiaoming, Gan Zhenhai
Department of Neurology, Xi'an No.9 Hospital, Xi'an, Shaanxi 710052, China; Translational Medicine Center, Xi'an No.9 Hospital, Xi'an, Shaanxi 710052, China.
The Key Laboratory of Biomedical Information Engineering of Ministry of Education, School of Life Science and Technology, Xi'an Jiaotong University, Xi'an, Shaanxi 710049, China.
Ecotoxicol Environ Saf. 2025 Mar 15;293:118050. doi: 10.1016/j.ecoenv.2025.118050. Epub 2025 Mar 17.
Volatile organic compounds (VOCs) are environmental pollutants that may negatively impact cardiovascular health. This study investigates the association between VOC mixtures, measured through urinary VOC metabolites (VOCMs), and cardiovascular health using Life's Essential 8 (LE8) scores. Data from the National Health and Nutrition Examination Survey (NHANES) 2011-2020 were analyzed for 2967 adults aged 20-79 years. Multiple statistical methods, including correlation analysis, variance inflation factor (VIF) analysis, quantile g-computation (q-gcomp), and Bayesian kernel machine regression (BKMR), were applied to assess the association between VOCMs and LE8 scores. Sensitivity analyses were conducted with different random seeds and subsampling techniques to confirm robustness. Correlation and VIF analyses revealed strong collinearity among VOCMs, highlighting the need for advanced models. Survey-weighted regression indicated that lower VOC exposure was associated with better cardiovascular health. Q-gcomp identified both positive and negative associations between individual VOCMs and LE8 scores, with some unexpected positive associations. BKMR highlighted the complex mixture effects of VOCMs on cardiovascular health. Sensitivity analyses confirmed the consistency of these findings. This study underscores the intricate relationship between VOC exposure and cardiovascular health and the necessity of advanced statistical methods for mixture analysis. Despite some unexpected findings, the results suggest that VOC exposure, as reflected by urinary VOCMs, is associated with adverse cardiovascular health outcomes. Further research is needed to clarify the biological mechanisms and implications of these associations.
挥发性有机化合物(VOCs)是可能对心血管健康产生负面影响的环境污染物。本研究使用生命基本8项指标(LE8)得分,调查通过尿液VOC代谢物(VOCMs)测量的VOC混合物与心血管健康之间的关联。对2011年至2020年美国国家健康与营养检查调查(NHANES)中2967名年龄在20至79岁之间的成年人的数据进行了分析。应用了多种统计方法,包括相关性分析、方差膨胀因子(VIF)分析、分位数g计算(q-gcomp)和贝叶斯核机器回归(BKMR),以评估VOCMs与LE8得分之间的关联。采用不同的随机种子和子采样技术进行敏感性分析,以确认稳健性。相关性和VIF分析显示VOCMs之间存在强共线性,凸显了使用先进模型的必要性。调查加权回归表明,较低的VOC暴露与更好的心血管健康相关。Q-gcomp确定了个体VOCMs与LE8得分之间的正相关和负相关,其中一些正相关出乎意料。BKMR突出了VOCMs对心血管健康的复杂混合效应。敏感性分析证实了这些发现的一致性。本研究强调了VOC暴露与心血管健康之间的复杂关系以及混合物分析采用先进统计方法的必要性。尽管有一些意外发现,但结果表明,尿液VOCMs所反映的VOC暴露与不良心血管健康结果相关。需要进一步研究以阐明这些关联的生物学机制和影响。