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.
Authors
- Susan R. Heckbert (ORCID: https://orcid.org/0000-0002-7100-512X)
- Bahjat Ghazzal (ORCID: https://orcid.org/0009-0003-7882-4878)
- Irene Martinez‐Morata (ORCID: https://orcid.org/0000-0003-3165-4931)
- Theresa Farhat (ORCID: https://orcid.org/0000-0001-9732-0593)
- Katlyn E. McGraw (ORCID: https://orcid.org/0000-0003-1143-3920)
- Pennelope K. Blakely (ORCID: https://orcid.org/0000-0002-9677-3010)
- Ronald A. Glabonjat (ORCID: https://orcid.org/0000-0003-3104-1940)
- Kathrin Schilling (ORCID: https://orcid.org/0000-0003-4147-0298)
- Tiffany R. Sanchez (ORCID: https://orcid.org/0000-0001-8601-307X)
- Arce Domingo‐Relloso (ORCID: https://orcid.org/0000-0001-6928-8290)
- Ana Navas‐Acién (ORCID: https://orcid.org/0000-0001-9824-7797)
- Salim S. Hayek (ORCID: https://orcid.org/0000-0003-0180-349X)
- Anis Ismail (ORCID: https://orcid.org/0000-0003-4144-0160)
- Yiyuan Huang (ORCID: https://orcid.org/0000-0001-5568-8517)
Institutions
- 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)
Publication Details
- 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
- Type
- article
- Field-Weighted Citation Impact
- 0.00