Evidence map›Paper›PMID 40420024›Full record

ArticleBMC public health2025

Association between heavy metal exposure and heart failure incidence and mortality: insights from NHANES data (2003-2018).

Zebin Lin, Yongqi Dong, Xinlong Di, Yang Bai, Jianmin Tang, Guike Lai, Shengfang Wang, Xiaohu Wang, Yuhao Liu, Yipin Zhao

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 1 pooled it
–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

4 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Article
  4. 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

10 authors.

Zebin Lin *Department of Geriatrics, Zhongshan Hospital Xiamen University, 201 Hubin South Road, Xiamen, Fujian, China.
Yongqi Dong *Wushan County People's Hospital of Chongqing, No.168, Guangdongxi Road, Wushan County, Chongqing, China.
Xinlong DiDepartment of Cardiology, The Second Affiliated Hospital, School of Medicine, Zhengzhou University, Zhengzhou, Henan, China.
Yang BaiDepartment of Cardiology, The Second Affiliated Hospital, School of Medicine, Zhengzhou University, Zhengzhou, Henan, China.
Jianmin TangDepartment of Cardiology, The Second Affiliated Hospital, School of Medicine, Zhengzhou University, Zhengzhou, Henan, China.
Guike LaiDepartment of Geriatrics Cardiology, The Second Affiliated Hospital, School of Medicine, Xi'an Jiaotong University, Xi'an, Shaanxi, 710004, China.
Shengfang WangDepartment of Cardiology, Fuwai Central China Cardiovascular Hospital, Henan Provincial People's Hospital Heart Center, Zhengzhou, Henan, China.
Xiaohu WangDepartment of Cardiology, Fuwai Central China Cardiovascular Hospital, Henan Provincial People's Hospital Heart Center, Zhengzhou, Henan, China.
Yuhao LiuDepartment of Cardiology, Fuwai Central China Cardiovascular Hospital, Henan Provincial People's Hospital Heart Center, Zhengzhou, Henan, China.
Yipin ZhaoDepartment of Cardiology, Fuwai Central China Cardiovascular Hospital, Henan Provincial People's Hospital Heart Center, Zhengzhou, Henan, China. zhao1pin@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Environmental ExposureHeart FailureMetals, HeavyAdultAgedArsenicCadmiumFemaleHumansIncidenceMaleMercuryMiddle AgedNutrition SurveysRisk FactorsUnited StatesArsenicCadmiumMercuryMetals, HeavyCardiovascular diseaseHeart failureHeavy metals

Identifiers

PMID40420024
PMCPMC12105153

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

None linked

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.