Evidence mapPaperPMID 42403446Full record

ArticleAmerican journal of preventive cardiology2026

Impact of environmental heavy metal exposure on cardiovascular disease mortality.

Karthik Gonuguntla, Waleed Alruwaili, Harshith Thyagaturu, Muchi Ditah Chobufo, Hafiz Muhammad Waqar Younas, Prakash Upreti, Dipesh Ludhwani, Hardik A Valand, Vikram Reddy Padala, Ayesha Shaik and 3 more

Abstract read
In one paragraph

Article in American journal of preventive cardiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Karthik GonuguntlaDepartment of Cardiology, Hartford Hospital Healthcare, Norwich, CT, USA.
Waleed AlruwailiDepartment of Cardiology, West Virginia University Heart and Vascular Institute, Morgantown, WV, USA.
Harshith ThyagaturuDepartment of Cardiology, West Virginia University Heart and Vascular Institute, Morgantown, WV, USA.
Muchi Ditah ChobufoDepartment of Cardiology, West Virginia University Heart and Vascular Institute, Morgantown, WV, USA.
Hafiz Muhammad Waqar YounasDepartment of Internal Medicine, Weiss Memorial Hospital, Chicago, IL, USA.
Prakash UpretiDepartment of Internal Medicine, Sands-Constellation Heart Institute, Rochester Regional Health, Rochester, NY, USA.
Dipesh LudhwaniDepartment of Cardiology, University of Maryland Shore Regional Health, Maryland, MD, USA.
Hardik A ValandDepartment of Internal Medicine, Trinity Health System, 4000 Johnson Road, Steubenville, OH, USA.
Vikram Reddy PadalaDepartment of Internal Medicine, Lewis Katz School of Medicine at Temple University, Philadelphia, PA, USA.
Ayesha ShaikDepartment of Cardiology, Mass general hospital, Boston, MA, USA.
Harshkumar PatelGeetanjali Medical College and Hospital, Udaipur, India.
Yasar SattarDepartment of Cardiology, West Virginia University Heart and Vascular Institute, Morgantown, WV, USA.
Martha GulatiHouston Methodist Hospital, 6565 Fannin St, Houston, TX, 77030, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Cardiovascular disease (CVD) is the primary cause of mortality worldwide, and heavy metal exposure, including lead (Pb), cadmium (Cd), and mercury (Hg), significantly impacts this global burden of CVD. Heavy metal-related cardiovascular toxicity results from their ability to induce oxidative stress, inflammation, endothelial dysfunction, and dysregulation of lipid metabolism. We aimed to investigate the association between blood concentrations of Pb, Cd, and Hg and cardiovascular mortality in a representative U.S. adult population. Method: Using the 1999-2018 National Health and Nutrition Examination Survey (NHANES) data, we examined the association of blood Pb, Cd, and Hg levels with CVD mortality. Pb, Cd, and Hg levels were transformed into quartiles. Metal levels were categorized into quartiles, and Cox proportional hazards models were used to estimate hazard ratios (HRs) and 95 % confidence intervals (CIs), adjusting for demographic, clinical, and lifestyle covariates. Results: We included 55,081 participants between 1999 and 2018, of whom 4.5 % ( Conclusions: In this nationally representative cohort, blood lead and cadmium were positively associated with cardiovascular mortality, whereas mercury showed an inverse association. These findings highlight the need for continued monitoring of environmental metal exposures and their potential cardiovascular implications.

Indexed as

CadmiumCardiovascular diseaseHeavy metal exposureLeadMercury

Identifiers

PMID42403446
PMCPMC13329571

What Socratic holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.