Evidence map›Paper›PMID 41367030›Full record

ArticleMedicine2025

Heavy metals and mortality in cardiovascular-kidney-metabolic syndrome: Insights from the NHANES cohort.

Jun Wei, Xinying Hu, Yuefeng Li

Abstract read
In one paragraph

Article in Medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
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

3 authors.

Jun WeiAcademic Affairs Office, Jilin Medical University, Jilin, China.
Xinying HuBethune First Hospital of Jilin University: The First Hospital of Jilin University, Changchun, China.
Yuefeng LiAcademic Affairs Office, Jilin Medical University, Jilin, China.ORCID 0009-0008-8566-0476

Funding

Doctoral Scientific Research Foundation of Jilin Medical University JYBS2025001WK
6 · The paper itself

Abstract

Cardiovascular-kidney-metabolic (CKM) syndrome is a high-risk condition, but the effect of environmental heavy metal exposure on long-term mortality in this population remains unclear. Data from 14,967 U.S. adults with CKM syndrome from National Health and Nutrition Examination Survey 2005 to 2018 were analyzed. Blood concentrations of cadmium, lead, mercury, manganese, and selenium were measured. Mortality outcomes were obtained from the National Death Index through 2019. Cox proportional hazards models estimated hazard ratios for all-cause and cardiovascular mortality, adjusting for demographic, behavioral, and clinical covariates. Dose-response relationships were explored using smooth curve fitting and threshold effect analyses. Elevated cadmium and lead levels were significantly associated with increased all-cause mortality (HR for cadmium: 2.60 [95% CI: 2.04-3.31] for levels <0.93 µg/L) and cardiovascular mortality (HR for cadmium: 2.14 [95% CI: 1.42-3.23] for levels <1.00 µg/L). Nonlinear associations were observed for both, with plateau effects beyond specific thresholds. Manganese and selenium exhibited U-shaped or inverse associations with mortality risk, with manganese showing a decrease in mortality risk at low levels (HR: 0.88 [95% CI: 0.78-0.98] for levels <7.13 µg/L) and an increase at higher concentrations (HR: 1.03 [95% CI: 0.98-1.07] for levels >7.13 µg/L). Sensitivity analyses confirmed the findings, and Kaplan-Meier curves indicated significant differences in survival across metal exposure tertiles. In U.S. adults with CKM syndrome, elevated cadmium and lead levels were associated with higher mortality, while manganese and selenium showed nonlinear relationships with mortality risk. These findings underscore the importance of addressing heavy metal exposure in the CKM population.

Indexed as

Cardiovascular DiseasesEnvironmental ExposureMetabolic SyndromeMetals, HeavyAdultAgedCadmiumFemaleHumansLeadMaleManganeseMiddle AgedNutrition SurveysProportional Hazards ModelsRisk FactorsCadmiumLeadManganeseMetals, HeavySeleniumcardiovascular-kidney-metabolic syndromeCohort Studyenvironmental exposureheavy metalsNHANES

Identifiers

PMID41367030
PMCPMC12689107

What OpenQuestion 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 OpenQuestion graph.