Zhou Shijie, Xiao Zhihao, Shi Boyu, Fu Zuqiang, Wang Shourui, Li Wenxiang, Liu Zhiwei, Liu Qian, Gu Xinxin, Gu Aihua
State Key Laboratory of Reproductive Medicine and Offspring Health, School of Public Health, Nanjing Medical University, Nanjing, China.
Jiangsu Environmental Health Risk Assessment Engineering Research Center, Key Laboratory of Modern Toxicology of Ministry of Education, Center for Global Health, Nanjing Medical University, Nanjing, China.
Front Public Health. 2025 Aug 26;13:1606518. doi: 10.3389/fpubh.2025.1606518. eCollection 2025.
Arterial stiffness has been demonstrated to be associated with a range of adverse cardiovascular events. Nevertheless, the epidemiological evidence on the association between metal exposure and arterial stiffness remains inconclusive.
The data concerning 12 urine metals were derived from the National Health and Nutrition Examination Survey (NHANES) conducted from 2003 to 2016. Multiple linear regression and restricted cubic spline (RCS) analyses were applied to explore the potential linear and nonlinear associations between urine metal and ePWV. A parallel mediation analysis was conducted in order to explore the potential intermediate factors in metal-induced ePWV elevation. Weighted quantile sum (WQS) regression and Quantile g-computation (Qgcomp) were conducted to estimate the individual and combined associations between urine metal and ePWV.
Following adjustment for the relevant covariates, it was found that urine Cd, Pb, Co, and U were found to be significantly correlated to elevated ePWV in both the multiple linear regression and the RCS model. Mediation analysis revealed that high - density lipoprotein (HDL) and total cholesterol (TC) might be partly implicated in the correlation between urine metal and ePWV. WQS regression and Qgcomp analyses consistently indicate a positive correlation between exposure to mixed metals and elevated ePWV, with Cd and Pb identified as the primary contributors to this phenomenon.
The present study indicated a significant association between the presence of a mixture of metals and elevated ePWV, with Cd and Pb identified as the primary risk factors. And HDL and TC might participate in mediating mixed metals exposure induced ePWV changes.
动脉僵硬度已被证明与一系列不良心血管事件相关。然而,关于金属暴露与动脉僵硬度之间关联的流行病学证据仍不明确。
有关12种尿金属的数据来自2003年至2016年进行的美国国家健康与营养检查调查(NHANES)。应用多元线性回归和受限立方样条(RCS)分析来探索尿金属与增强型脉搏波速度(ePWV)之间潜在的线性和非线性关联。进行了平行中介分析,以探索金属诱导ePWV升高的潜在中间因素。进行加权分位数和(WQS)回归和分位数g计算(Qgcomp),以估计尿金属与ePWV之间的个体和联合关联。
在对相关协变量进行调整后,发现多元线性回归和RCS模型中尿镉、铅、钴和铀均与ePWV升高显著相关。中介分析显示,高密度脂蛋白(HDL)和总胆固醇(TC)可能部分参与了尿金属与ePWV之间的相关性。WQS回归和Qgcomp分析一致表明,混合金属暴露与ePWV升高呈正相关,镉和铅被确定为这一现象的主要促成因素。
本研究表明金属混合物的存在与ePWV升高之间存在显著关联,镉和铅被确定为主要危险因素。并且HDL和TC可能参与介导混合金属暴露引起的ePWV变化。