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56种血清微量元素暴露与急性心肌梗死患病率及严重程度的关联:组学、混合物及中介分析

Associations of Exposure to 56 Serum Trace Elements with the Prevalence and Severity of Acute Myocardial Infarction: Omics, Mixture, and Mediation Analysis.

作者信息

Sun Zhonghua, Xu Ying, Liu Ying, Tao Xinyu, Zhou Ping, Feng Han, Weng Yangyang, Lu Xiang, Wu Jun, Wei Yongyue, Qu Chen, Liu Zhengxia

机构信息

Department of Geriatrics, The Second Affiliated Hospital, Nanjing Medical University, Nanjing, 210011, China.

Key Laboratory for Aging & Disease, Nanjing Medical University, Nanjing, 210011, China.

出版信息

Biol Trace Elem Res. 2025 Jan 13. doi: 10.1007/s12011-024-04509-6.

Abstract

Several studies have reported associations between specific heavy metals and essential trace elements and acute myocardial infarction (AMI). However, there is limited understanding of the relationships between trace elements and AMI in real-life co-exposure scenarios, where multiple elements may interact simultaneously. This cross-sectional study measured serum levels of 56 trace elements using inductively coupled plasma mass spectrometry. We identified individual trace elements linked to AMI using four feature selection methods and evaluated their associations with AMI prevalence and severity through multiple-element logistic regression. Restricted cubic spline analysis was employed to examine non-linear associations. Additionally, we explored the associations between trace element mixtures and AMI prevalence and severity using Bayesian kernel machine regression (BKMR) and element risk score (ERS). Finally, we investigated the potential mechanisms linking trace element exposure to AMI. We detected stable positive associations and linear relationships between Cu and Rb and AMI prevalence and severity. Furthermore, lower Fe concentrations were associated with higher AMI prevalence, while higher Sb concentrations were linked to greater AMI severity. Both BKMR and ERS models indicated positive associations between trace element mixtures and AMI prevalence and severity. Mediation analysis suggested that high-sensitivity C-reactive protein partially mediated the associations between trace elements and AMI prevalence and severity. We provide the first epidemiological evidence of the associations between serum trace element mixtures and AMI prevalence and severity. Under conditions of trace element co-exposure, Cu, Rb, Fe, and Sb were closely associated with AMI. Additionally, our results indicate that hsCRP (inflammation) may be a potential mechanism linking trace elements to AMI.

摘要

多项研究报告了特定重金属和必需微量元素与急性心肌梗死(AMI)之间的关联。然而,在多种元素可能同时相互作用的现实生活共暴露场景中,对于微量元素与AMI之间的关系了解有限。这项横断面研究使用电感耦合等离子体质谱法测量了56种微量元素的血清水平。我们使用四种特征选择方法确定了与AMI相关的单个微量元素,并通过多元素逻辑回归评估了它们与AMI患病率和严重程度的关联。采用受限立方样条分析来检验非线性关联。此外,我们使用贝叶斯核机器回归(BKMR)和元素风险评分(ERS)探索了微量元素混合物与AMI患病率和严重程度之间的关联。最后,我们研究了微量元素暴露与AMI之间潜在的机制。我们检测到Cu和Rb与AMI患病率和严重程度之间存在稳定的正相关和线性关系。此外,较低的Fe浓度与较高的AMI患病率相关,而较高的Sb浓度与较高的AMI严重程度相关。BKMR和ERS模型均表明微量元素混合物与AMI患病率和严重程度之间存在正相关。中介分析表明,高敏C反应蛋白部分介导了微量元素与AMI患病率和严重程度之间的关联。我们提供了血清微量元素混合物与AMI患病率和严重程度之间关联的首个流行病学证据。在微量元素共暴露的情况下,Cu、Rb、Fe和Sb与AMI密切相关。此外,我们的结果表明hsCRP(炎症)可能是将微量元素与AMI联系起来的潜在机制。

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