Platelet count partially mediates the association between mixed metal exposure and atherosclerotic cardiovascular disease risk: A case-control study

The relationship between platelets and atherosclerotic cardiovascular disease (ASCVD) risk has been extensively investigated. However, few studies have explored the interplay among platelets, mixed metal exposure, and ASCVD. This case-control study investigated the association between mixed metal exposure and ASCVD risk, as well as the partial mediating role of platelet count (PLT). Weighted quantile sum (WQS) regression and Bayesian kernel machine regression (BKMR) were used to analyze plasma metal mixtures and ASCVD risk. A nine-metal mixture was positively associated with ASCVD risk (WQS index: OR = 1.89, 95% CI: 1.69-2.12, P < 0.001), with cadmium (Cd), strontium (Sr), and thallium (Tl) as the major contributors, which was further confirmed by LASSO regression. Adjusted linear regression showed that Cd, Sr, and Tl were positively associated with PLT (all P < 0.05). Mediation analysis revealed that PLT partially mediated the association between Cd, Sr, Tl, and ASCVD risk, with mediation proportions of 3.7%, 8.4%, and 4.9%, respectively (all P < 0.05). In conclusion, mixed metal exposure significantly increases ASCVD risk, driven mainly by Cd, Sr, and Tl, with a modest partial mediating effect of PLT.

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Journal
Ecotoxicology and Environmental Safety
Published
2026-05-12
DOI
https://doi.org/10.1016/j.ecoenv.2026.120254
Primary Topic
Heavy Metal Exposure and Toxicity
Type
article
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article

Platelet count partially mediates the association between mixed metal exposure and atherosclerotic cardiovascular disease risk: A case-control study

Duo Liu, Dan Luo, Li-jun Li, Yao Lu et al.
Ecotoxicology and Environmental Safety
Heavy Metal Exposure and Toxicity
article

Platelet count partially mediates the association between mixed metal exposure and atherosclerotic cardiovascular disease risk: A case-control study

Duo Liu, Dan Luo, Li-jun Li, Yao Lu, Ying Liu, Xiao-ya Ren, Yan Tang, Feng-mei Song, Fei Yang, Jia Wei, Liming Deng, Min-xue Shen
article en

Abstract

The relationship between platelets and atherosclerotic cardiovascular disease (ASCVD) risk has been extensively investigated. However, few studies have explored the interplay among platelets, mixed metal exposure, and ASCVD. This case-control study investigated the association between mixed metal exposure and ASCVD risk, as well as the partial mediating role of platelet count (PLT). Weighted quantile sum (WQS) regression and Bayesian kernel machine regression (BKMR) were used to analyze plasma metal mixtures and ASCVD risk. A nine-metal mixture was positively associated with ASCVD risk (WQS index: OR = 1.89, 95% CI: 1.69-2.12, P < 0.001), with cadmium (Cd), strontium (Sr), and thallium (Tl) as the major contributors, which was further confirmed by LASSO regression. Adjusted linear regression showed that Cd, Sr, and Tl were positively associated with PLT (all P < 0.05). Mediation analysis revealed that PLT partially mediated the association between Cd, Sr, Tl, and ASCVD risk, with mediation proportions of 3.7%, 8.4%, and 4.9%, respectively (all P < 0.05). In conclusion, mixed metal exposure significantly increases ASCVD risk, driven mainly by Cd, Sr, and Tl, with a modest partial mediating effect of PLT.

Ecotoxicology and Environmental SafetyVol. 318
Central South University (CN), Third Xiangya Hospital (CN), University of South China (CN)
Good health and well-being
Openalex Percentile: Top 7%
Heavy Metal Exposure and Toxicity
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Platelet count partially mediates the association between mixed metal exposure and atherosclerotic cardiovascular disease risk: A case-control study — Duo Liu, Dan Luo, et al. · Ecotoxicology and Environmental Safety (2026) | TGRS Research Map | TGRS