Exposome-Wide Ranking to Uncover Environmental Chemicals Associated with Dyslipidemia: A Panel Study in Healthy Older Chinese Adults from the BAPE Study

暴露的 血脂异常 环境卫生 医学 排名(信息检索) 暴露评估 老年学 疾病 计算机科学 病理 机器学习
作者
Enmin Ding,Fuchang Deng,Jianlong Fang,Juan Liu,Wenyan Yan,Qiao Yao,Ke Miao,Yu Wang,Peijie Sun,Chenfeng Li,Yuanyuan Liu,Haoran Dong,Dong Li,Xu Zhang,Yifu Lu,Lin Xiao,Changming Ding,Tiantian Li,Yali Shi,Yaqi Cai
出处
期刊:Environmental Health Perspectives [National Institute of Environmental Health Sciences]
卷期号:132 (9): 97005-97005 被引量:29
标识
DOI:10.1289/ehp13864
摘要

BACKGROUND: Environmental contaminants (ECs) are increasingly recognized as crucial drivers of dyslipidemia and cardiovascular disease (CVD), but the comprehensive impact spectrum and interlinking mechanisms remain uncertain. OBJECTIVES: We aimed to systematically evaluate the association between exposure to 80 ECs across seven divergent categories and markers of dyslipidemia and investigate their underpinning biomolecular mechanisms via an unbiased integrative approach of internal chemical exposome and multi-omics. METHODS: and dyslipidemia markers. Weighted quantile sum regression was used to assess the mixture effects and relative contributions. Multi-omics profiling, causal inference model, and pathway analysis were conducted to interpret the mediating biomolecules and underlying mechanisms. Examination of cytokines and electrocardiograms was further conducted to validate the observed associations and biomolecular pathways. RESULTS: Eight main ECs [1-naphthalene, 1-pyrene, 2-fluorene, dibutyl phosphate, tri-phenyl phosphate, mono-(2-ethyl-5-hydroxyhexyl) phthalate, chromium, and vanadium] were significantly associated with most dyslipidemia markers. Multi-omics indicated that the associations were mediated by endogenous biomolecules and pathways, primarily pertinent to CVD, inflammation, and metabolism. Clinical measures of cytokines and electrocardiograms further cross-validated the association of these exogenous ECs with systemic inflammation and cardiac function, demonstrating their potential mechanisms in driving dyslipidemia pathogenesis. DISCUSSION: It is imperative to prioritize mitigating exposure to these ECs in the primary prevention and control of the dyslipidemia epidemic. https://doi.org/10.1289/EHP13864.
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