Urinary Metal Levels and Coronary Artery Calcification: Longitudinal Evidence in the Multi-Ethnic Study of Atherosclerosis

dc.contributor.authorMcGraw, Katlyn E.
dc.contributor.authorSchilling, Kathrin
dc.contributor.authorGlabonjat, Ronald A.
dc.contributor.authorGalvez-Fernandez, Marta
dc.contributor.authorDomingo-Relloso, Arce
dc.contributor.authorMartinez-Morata, Irene
dc.contributor.authorJones, Miranda R.
dc.contributor.authorNigra, Anne
dc.contributor.authorPost, Wendy S.
dc.contributor.authorKaufman, Joel
dc.contributor.authorTellez-Plaza, Maria
dc.contributor.authorValeri, Linda
dc.contributor.authorBrown, Elizabeth R.
dc.contributor.authorKronmal, Richard A.
dc.contributor.authorBarr, R. Graham
dc.contributor.authorShea, Steven
dc.contributor.authorNavas-Acien, Ana
dc.contributor.authorSanchez, Tiffany R.
dc.contributor.funderNational Heart, Lung, and Blood Institute
dc.contributor.funderNational Center for Advancing Translational Sciences
dc.contributor.funderU.S. Environmental Protection Agency
dc.contributor.funderNational Institutes of Health
dc.contributor.rorhttps://ror.org/02jjdwm75
dc.date.accessioned2026-09-25T14:24:15Z
dc.date.issued2024-10-15
dc.description.abstractBackground Exposure to metals, a newly recognized risk factor for cardiovascular disease (CVD), could be related to atherosclerosis progression. Objectives The authors hypothesized that higher urinary levels of nonessential (cadmium, tungsten, uranium) and essential (cobalt, copper, zinc) metals previously associated with CVD would be associated with baseline and rate of change of coronary artery calcium (CAC) progression, a subclinical marker of CVD in MESA (Multi-Ethnic Study of Atherosclerosis). Methods We analyzed data from 6,418 MESA participants with spot urinary metal levels at baseline (2000-2002) and 1 to 4 repeated, continuous measures of CAC over a 10-year period. We used linear mixed-effect models to assess the association of baseline urinary metal levels with baseline CAC and cumulative change in CAC over a 10-year period. Urinary metals (μg/g creatinine) and CAC were log transformed. Models were adjusted for baseline sociodemographic factors, estimated glomerular filtration rate, lifestyle factors, and clinical factors. Results At baseline, the median CAC was 6.3 (Q1-Q3: 0.7-58.2). Comparing the highest to lowest quartile of urinary cadmium, CAC levels were 51% (95% CI: 32%, 74%) higher at baseline and 75% (95% CI: 47%, 107%) higher over the 10-year period. For urinary tungsten, uranium, and cobalt, the corresponding CAC levels over the 10-year period were 45% (95% CI: 23%, 71%), 39% (95% CI: 17%, 64%), and 47% (95% CI: 25%, 74%) higher, respectively, with no difference for models with and without adjustment for clinical factors. For copper and zinc, the corresponding estimates dropped from 55% to 33% and from 85% to 57%, respectively, after adjustment for clinical factors. The associations of metals with CAC were comparable in magnitude to those for classical CVD risk factors. Conclusions Exposure to metals was generally associated with extent of coronary calcification at baseline and follow-up. These findings support that metals are associated with the progression of atherosclerosis, potentially providing a novel strategy for the prevention and treatment of atherosclerosis progression.
dc.description.peerreviewedYes
dc.description.sponsorshipThe Multi-Ethnic Study of Atherosclerosis (MESA) is supported by contracts 75N92020D00001, HHSN268201500003I, N01-HC-95159, 75N92020D00005, N01-HC-95160, 75N92020D00002, N01-HC-95161, 75N92020D00003, N01-HC-95162, 75N92020D00006, N01-HC-95163, 75N92020D00004, N01-HC-95164, 75N92020D00007, N01-HC-95165, N01-HC-95166, N01-HC-95167, N01-HC-95168, and N01-HC-95169 from the National Heart, Lung, and Blood Institute; and by grants UL1-TR-000040, UL1-TR-001079, and UL1-TR-001420 from the National Center for Advancing Translational Sciences (NCATS). This publication was developed under the Science to Achieve Results (STAR) research assistance agreements, No. RD831697 (MESA Air) and RD-83830001 (MESA Air Next Stage), awarded by the U.S. Environmental Protection Agency (EPA). It has not been formally reviewed by the EPA. The views expressed in this document are solely those of the authors and the EPA does not endorse any products or commercial services mentioned in this publication. Work in the authors’ laboratories is also supported in part by NIH grants P42ES023716, P42ES010349, P42ES033719, P30ES009089, T32ES007322, R01ES029967, R01HL155576, R01ES029967, and R01ES028758. The authors have reported that they have no relationships relevant to the contents of this paper to disclose.
dc.description.statusPublished
dc.formatapplication/pdf
dc.identifier.citationMcGraw, K. E., Schilling, K., Glabonjat, R. A., Galvez-Fernandez, M., Domingo-Relloso, A., Martinez-Morata, I., ... & Sanchez, T. R. (2024). Urinary metal levels and coronary artery calcification: longitudinal evidence in the multi-ethnic study of atherosclerosis. Journal of the American College of Cardiology, 84(16), 1545-1557. https://doi.org/10.1016/j.jacc.2024.07.020
dc.identifier.doihttps://doi.org/10.1016/j.jacc.2024.07.020
dc.identifier.issn1558-3597
dc.identifier.officialurlhttps://www.sciencedirect.com/science/article/pii/S0735109724079610?via%3Dihub
dc.identifier.urihttps://hdl.handle.net/20.500.14417/4535
dc.issue.number16
dc.journal.titleJournal of the American College of Cardiology
dc.language.isoeng
dc.page.final1557
dc.page.initial1545
dc.page.total13
dc.publisherElsevier
dc.relation.entityIE University
dc.relation.projectid75N92020D00001
dc.relation.projectidHHSN268201500003I
dc.relation.projectidN01-HC-95159
dc.relation.projectid75N92020D00005
dc.relation.projectidN01-HC-95160
dc.relation.projectid75N92020D00002
dc.relation.projectidN01-HC-95161
dc.relation.projectid75N92020D00003
dc.relation.projectidN01-HC-95162
dc.relation.projectid75N92020D00006
dc.relation.projectidN01-HC-95163
dc.relation.projectid75N92020D00004
dc.relation.projectidN01-HC-95164
dc.relation.projectid75N92020D00007
dc.relation.projectidN01-HC-95165
dc.relation.projectidN01-HC-95166
dc.relation.projectidN01-HC-95167
dc.relation.projectidN01-HC-95168
dc.relation.projectidN01-HC-95169
dc.relation.projectidUL1-TR-000040
dc.relation.projectidUL1-TR-001079
dc.relation.projectidUL1-TR-001420
dc.relation.projectidRD831697
dc.relation.projectidRD-83830001
dc.relation.projectidP42ES023716
dc.relation.projectidP42ES010349
dc.relation.projectidP42ES033719
dc.relation.projectidP30ES009089
dc.relation.projectidT32ES007322
dc.relation.projectidR01ES029967
dc.relation.projectidR01HL155576
dc.relation.projectidR01ES028758
dc.relation.schoolIE School of Science & Technology
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.accessRightsinfo:eu-repo/semantics/openAccess
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subject.keywordscadmium
dc.subject.keywordscardiovascular disease
dc.subject.keywordscobalt
dc.subject.keywordscopper
dc.subject.keywordscoronary artery calcification
dc.subject.keywordslongitudinal
dc.subject.keywordsmetals
dc.subject.keywordsmixed models
dc.subject.keywordsprospective
dc.subject.keywordstungsten
dc.subject.keywordsuranium
dc.subject.keywordszinc
dc.subject.odsODS 3 - Salud y bienestar
dc.subject.odsODS 2 - Hambre cero
dc.subject.unesco24 Ciencias de la Vida
dc.titleUrinary Metal Levels and Coronary Artery Calcification: Longitudinal Evidence in the Multi-Ethnic Study of Atherosclerosis
dc.typeinfo:eu-repo/semantics/article
dc.version.typeinfo:eu-repo/semantics/publishedVersion
dc.volume.number84
dspace.entity.typePublication
relation.isAuthorOfPublicationc5bc91d5-efff-4729-b3da-966f9fe64565
relation.isAuthorOfPublication.latestForDiscoveryc5bc91d5-efff-4729-b3da-966f9fe64565

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