Urinary Metals, Soluble Urokinase Plasminogen Activator Receptor, and Outcomes in the Multi‐Ethnic Study of Atherosclerosis

BACKGROUND: Environmental metal exposure is associated with cardiovascular disease (CVD) and mortality, potentially through inflammation. Soluble urokinase plasminogen activator receptor (suPAR), a stable marker of immune activation associated with CVD and death, may capture this pathway. We examined associations of urinary metals with suPAR and whether suPAR-associated components were present in cadmium-outcome associations. METHODS: In the Multi-Ethnic Study of Atherosclerosis, we studied 5,148 adults free of clinical CVD (2000-2002). We estimated associations of 11 creatinine-standardized urinary metals with serum suPAR by linear regression (per interquartile-range [IQR] increase), compared associations across suPAR, high-sensitivity C-reactive protein (hs-CRP), interleukin-6 (IL-6), and D-dimer, and used VanderWeele 4-way decomposition to estimate suPAR-associated indirect components of cadmium associations with all-cause mortality and four adjudicated cardiovascular outcomes. RESULTS: Of 11 metals, 7 were associated with suPAR; cadmium showed the strongest association (7.99% higher suPAR per IQR; 95% CI, 6.14-9.87) followed by cobalt, copper, molybdenum, tungsten, and zinc, whereas barium was inversely associated. The association was monotonic and persisted among never-smokers (5.54%; 95% CI, 3.03-8.11). Over a median 14.7 years, higher urinary cadmium was associated with all-cause mortality (Q4-vs-Q1 hazard ratio, 1.43; 95% CI, 1.18-1.74); the suPAR-associated proportion was 0.30 (95% CI, 0.13-0.47). CONCLUSIONS: Cadmium showed a larger association with suPAR than with hs-CRP, IL-6, or D-dimer. An exploratory decomposition identified a suPAR-associated component of this association. Findings for cardiovascular outcomes were directionally consistent but not definitive. suPAR-related immune activation is a candidate pathway linking cadmium to mortality, warranting longitudinal and mechanistic confirmation.

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Journal
Journal of the American Heart Association
Published
2026-11-02
DOI
https://doi.org/10.1161/jaha.126.054269
Primary Topic
Heavy Metal Exposure and Toxicity
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article
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article

Urinary Metals, Soluble Urokinase Plasminogen Activator Receptor, and Outcomes in the Multi‐Ethnic Study of Atherosclerosis

Susan R. Heckbert, Bahjat Ghazzal, Irene Martinez‐Morata, Theresa Farhat et al.
2 links
Journal of the American Heart Association
Heavy Metal Exposure and Toxicity
article

Urinary Metals, Soluble Urokinase Plasminogen Activator Receptor, and Outcomes in the Multi‐Ethnic Study of Atherosclerosis

Susan R. Heckbert, Bahjat Ghazzal, Irene Martinez‐Morata, Theresa Farhat, Katlyn E. McGraw, Pennelope K. Blakely, Ronald A. Glabonjat, Kathrin Schilling, Tiffany R. Sanchez, Arce Domingo‐Relloso, Ana Navas‐Acién, Salim S. Hayek, Anis Ismail, Yiyuan Huang
article en

Abstract

BACKGROUND: Environmental metal exposure is associated with cardiovascular disease (CVD) and mortality, potentially through inflammation. Soluble urokinase plasminogen activator receptor (suPAR), a stable marker of immune activation associated with CVD and death, may capture this pathway. We examined associations of urinary metals with suPAR and whether suPAR-associated components were present in cadmium-outcome associations. METHODS: In the Multi-Ethnic Study of Atherosclerosis, we studied 5,148 adults free of clinical CVD (2000-2002). We estimated associations of 11 creatinine-standardized urinary metals with serum suPAR by linear regression (per interquartile-range [IQR] increase), compared associations across suPAR, high-sensitivity C-reactive protein (hs-CRP), interleukin-6 (IL-6), and D-dimer, and used VanderWeele 4-way decomposition to estimate suPAR-associated indirect components of cadmium associations with all-cause mortality and four adjudicated cardiovascular outcomes. RESULTS: Of 11 metals, 7 were associated with suPAR; cadmium showed the strongest association (7.99% higher suPAR per IQR; 95% CI, 6.14-9.87) followed by cobalt, copper, molybdenum, tungsten, and zinc, whereas barium was inversely associated. The association was monotonic and persisted among never-smokers (5.54%; 95% CI, 3.03-8.11). Over a median 14.7 years, higher urinary cadmium was associated with all-cause mortality (Q4-vs-Q1 hazard ratio, 1.43; 95% CI, 1.18-1.74); the suPAR-associated proportion was 0.30 (95% CI, 0.13-0.47). CONCLUSIONS: Cadmium showed a larger association with suPAR than with hs-CRP, IL-6, or D-dimer. An exploratory decomposition identified a suPAR-associated component of this association. Findings for cardiovascular outcomes were directionally consistent but not definitive. suPAR-related immune activation is a candidate pathway linking cadmium to mortality, warranting longitudinal and mechanistic confirmation.

Journal of the American Heart Association
University of Vienna (AT), Colorado School of Public Health (US), University of Massachusetts Chan Medical School (US), University of Washington (US), University of Michigan (US), The University of Texas Medical Branch at Galveston (US), Columbia University (US)
Good health and well-being
Openalex Percentile: Top 20%
Heavy Metal Exposure and Toxicity
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