ArticleBMC public health2025
Association between heavy metal exposure and heart failure incidence and mortality: insights from NHANES data (2003-2018).
Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
4 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Metallomic Dysregulation and Cardiovascular Disease: Essential Trace Elements, Non-essential Metal Exposure, and Heart Failure Risk: A Systematic Review.Cardiovascular toxicology · 2026Pooled it
- Interpretable Machine Learning in Heavy Metal-Associated Cardiovascular and Metabolic Disease: A Review of Current Methodologies, Toxicological Insights, and Clinical Implications.Cardiovascular toxicology · 2026Review
- Association Between Blood Cadmium Levels and Heart Failure Risk: Insights From NHANES 2009-2014.Cardiovascular therapeutics · 2025Article
- Article
Corrections and comments
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Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundEnvironmental heavy metal exposure is a potential yet understudied risk factor for heart failure (HF), a global health burden with rising prevalence. While toxic metals like cadmium (Cd), mercury (Hg), and arsenic (As) are linked to cardiovascular diseases, their roles in HF incidence and prognosis remain unclear.
methodsThe associations between heavy metals and HF outcomes were analyzed using NHANES 2003-2018 data (n = 11,592). Metals were measured in blood (Cd, Hg, Pb) and urine (As, Hg, others) using inductively coupled plasma mass spectrometry (ICP-MS). Confounding factors were addressed through propensity score matching (PSM). HF incidence was evaluated using logistic regression, while mortality was assessed via Cox regression. Mechanistic pathways were explored through causal mediation analysis.
resultsAfter PSM (n = 987, 337 HF cases), blood Cd showed a positive association with HF incidence (OR:1.35, 95%CI:1.05-1.72), while urinary Hg (OR:0.78, 95%CI:0.63-0.98) and As (OR:0.84, 95%CI:0.72-0.99) exhibited protective effects. Urinary As correlated with elevated cardiovascular mortality in HF patients (HR:1.19, 95%CI:1.04-1.35). Mediation analysis indicated Cd's effect on HF was mediated via CHD/OMI, whereas Hg's protection involved reduced CHD/OMI incidence. As directly lowered HF risk without mediation.
conclusionThese findings underscore cadmium's role as a risk factor and the paradoxical effects of mercury and arsenic: low to moderate concentrations of Hg/As may reduce HF risk through indirect pathways (e.g., reduced CHD/OMI for Hg) or direct cardioprotective mechanisms (for As), yet arsenic's association with mortality highlights its long-term cardiovascular toxicity. Findings advocate for preventive strategies targeting metal exposure and further research integrating cumulative biomarkers.
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