Domingo-Relloso Arce, McGraw Katlyn E, Martinez-Morata Irene, Zhang Yuchen, Schilling Kathrin, Glabonjat Ronald A, Wang Ziqing, Berhane Kiros, Coull Brent A, Galvez-Fernandez Marta, Jones Miranda R, Post Wendy S, Kaufman Joel, Sanchez Tiffany R, Tellez-Plaza Maria, Barr Graham R, Shea Steven, Navas-Acien Ana, Valeri Linda
medRxiv. 2025 Aug 12:2025.08.11.25333464. doi: 10.1101/2025.08.11.25333464.
Metals are associated with cardiovascular disease (CVD), but the underlying pathways remain largely unclear. We evaluated the potential intermediate role of coronary artery calcification (CAC) trajectory on the association between urinary metals and incident CVD, accounting for competing risks by death from other causes.
We used data from 6,527 participants of the Multi-Ethnic Study of Atherosclerosis (MESA). CAC was measured longitudinally using the spatially weighted calcium score in five exams, starting in 2000. Participants were followed for CVD events through 2019. Cadmium, cobalt, copper, uranium, tungsten, and zinc were measured in urine at the baseline visit (2,000-2,002). We used a causal inference algorithm with a path-specific effects approach for longitudinal mediation analysis to evaluate the intermediate role of CAC on the association between metals and incident CVD.
During follow-up, 1,140 participants had a CVD event and 1,147 died. The association with incident CVD mediated through the CAC trajectory was statistically significant for all metals except for uranium. The number of CVD cases (95% CI) per 100,000 person-years attributable to an interquartile range (IQR) increase in metal levels through the longitudinal trajectory of CAC was 39 (16, 66) for cadmium, 17 (0, 37) for cobalt, 20 (3, 38) for copper, 21 (3, 40) for tungsten, and 42 (24, 64) for zinc. The results were substantially attenuated for copper and zinc after adjusting for CVD risk factors, but not for the other metals.
This study supports that part of the association between urinary metals and CVD is attributable to changes in CAC over time. In particular, half of the association between urinary cadmium and CVD might be mediated by longitudinal changes in CAC. This study could inform strategies for early detection and prevention of CVD based on urinary metal levels.
金属与心血管疾病(CVD)有关,但潜在机制仍不清楚。我们评估了冠状动脉钙化(CAC)轨迹在尿金属与CVD事件关联中的潜在中介作用,并考虑了其他原因导致死亡的竞争风险。
我们使用了动脉粥样硬化多族裔研究(MESA)中6527名参与者的数据。从2000年开始,在五次检查中使用空间加权钙评分纵向测量CAC。对参与者进行随访直至2019年,观察CVD事件。在基线访视(2000 - 2002年)时测量尿中的镉、钴、铜、铀、钨和锌。我们使用具有路径特定效应方法的因果推断算法进行纵向中介分析,以评估CAC在金属与CVD事件关联中的中介作用。
随访期间,1140名参与者发生了CVD事件,1147人死亡。除铀外,所有金属通过CAC轨迹介导的与CVD事件的关联均具有统计学意义。每10万人年因金属水平通过CAC纵向轨迹增加一个四分位数间距(IQR)导致的CVD病例数(95%CI),镉为39(16,66),钴为17(0,37),铜为20(3,38),钨为21(3,40),锌为42(24,64)。调整CVD危险因素后,铜和锌的结果大幅减弱,但其他金属未减弱。
本研究支持尿金属与CVD之间的部分关联可归因于CAC随时间的变化。特别是,尿镉与CVD之间关联的一半可能由CAC的纵向变化介导。本研究可为基于尿金属水平的CVD早期检测和预防策略提供参考。