Evidence map›Paper›PMID 40117030›Full record

ArticleBiological trace element research2025

Association Between Multiple Plasma Toxic Metal and Metalloid Exposures and Hypertension in Elderly Chinese Adults.

Yiwen Zhang, Xinyue Mu, Junpu Yu, Aimin Yang, Jingli Yang, Rongjie Wu, Fanhui Luo, Bin Luo, Rentong Chen, Li Ma and 1 more

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Article in Biological trace element research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Associations between multiple essential trace metal concentrations and risk of hyperuricemia: insights from a central Chinese population.Biometals : an international journal on the role of metal ions in biology, biochemistry, and medicine · 2026
    Article
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4 · The record

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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

11 authors.

Yiwen Zhang *School of Public Health, Lanzhou University, Lanzhou, China.
Xinyue Mu *School of Public Health, Lanzhou University, Lanzhou, China.
Junpu Yu *School of Public Health, Lanzhou University, Lanzhou, China.
Aimin YangDepartment of Medicine and Therapeutics, The Chinese University of Hong Kong, Prince of Wales Hospital, Hong Kong Special Administrative Region (SAR), China.
Jingli YangBiomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, China.
Rongjie WuSchool of Public Health, Lanzhou University, Lanzhou, China.
Fanhui LuoSchool of Public Health, Lanzhou University, Lanzhou, China.
Bin LuoSchool of Public Health, Lanzhou University, Lanzhou, China.
Rentong ChenSchool of Public Health, Lanzhou University, Lanzhou, China. chenrt@lzu.edu.cn.
Li MaSchool of Public Health, Lanzhou University, Lanzhou, China. ml@lzu.edu.cn.
Jian HeDepartment of Medical Administration, Gansu Provincial Maternity and Child-Care Hospital, Lanzhou, Gansu Province, China. 1014770674@qq.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Although environmental exposure to toxic metals and metalloids is linked with the risk of cardiovascular diseases, the evidence is limited in the elderly. We evaluated the associations between 12 plasma metal levels including aluminum (Al), titanium (Ti), strontium (Sr), lead (Pb), vanadium (V), chromium (Cr), cobalt (Co), nickel (Ni), cuprum (Cu), zinc (Zn), arsenic (As), and selenium (Se) with prevalence of hypertension in the elderly Chinese population. In this study, stratified cluster sampling was conducted among elderly residents in three communities in Gansu province from June to July 2023, with a total of 330 participants included. The concentrations of metals in whole plasma were measured using inductively coupled plasma mass spectrometry (ICP-MS). Logistic regression and restricted cubic spline analyses were used to evaluate the dose-response relationship between plasma metal levels and hypertension, with all metal concentrations log-transformed. We applied quantile g-computation (QG-comp) and Bayesian kernel machine regression (BKMR) models to examine the associations of both individual metals and metal mixtures with hypertension. After multivariable adjustments, the odds ratios (ORs) and 95% confidence intervals (CIs) for hypertension associated with the highest quartile of metal concentrations compared to the lowest quartile were as follows: 4.20 (1.36, 12.98) for Sr, 3.95 (1.30, 12.03) for V, 3.43 (1.09, 10.78) for Cr, 3.28 (1.16, 9.28) for Cu, 3.28 (1.13, 9.52) for Zn, and 2.87 (0.94, 8.74) for As. Using BKMR and restricted cubic spline analysis, we found that exposure to metal mixtures was positively associated with an increased risk of hypertension, with Ni, Cr, As, and V being the primary contributing factors. In addition, Zn, Ni, and Sr were significantly and positively correlated with hypertension, while plasma titanium levels were negatively associated with hypertension development. These results suggest a complex interaction between various metals and the risk of hypertension in the elderly. Exposure to metal mixtures was positively associated with hypertension risk in elderly Chinese adults, with Ni, Cr, As, and V as key contributors. In addition, Zn, Ni, and Sr are significantly associated with an increased risk of hypertension, while Ti was positively associated with its development.

Indexed as

Environmental ExposureHypertensionMetalloidsMetals, HeavyAgedAged, 80 and overChinaEast Asian PeopleFemaleHumansMaleMiddle AgedMetalloidsMetals, HeavyBayesian kernel machine regressionCombined exposureHypertensionPlasma metalsQuantile g computationToxic metal mixtures

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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.