Evidence map›Paper›PMID 40309256›Full record

ArticleBioactive materials2025

Association between serum Copper-Zinc-Selenium mixture and multiple health outcomes.

Yufei Wang, Yiwen Sun, Tianyang Jie, Minqi Wang, Shutao Zhang, Hongtao Yang, Weiyan Jian, Dai Dai, Ruida Xu, Bing Yue and 1 more

Abstract read
In one paragraph

Article in Bioactive materials, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Biological and mechanistic effects of selenium and zinc in coronary artery bypass surgery: preoperative and postoperative evaluation.Biometals : an international journal on the role of metal ions in biology, biochemistry, and medicine · 2026
    Article
  2. Article
  3. The Yin and Yang of copper in cardiovascular health and disease.Molecular and cellular biochemistry · 2026
    Review
  4. Trace Elements-Role in Joint Function and Impact on Joint Diseases.International journal of molecular sciences · 2025
    Review
  5. 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

11 authors.

Yufei WangDepartment of Bone and Joint Surgery, Department of Orthopedics, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200001, China.
Yiwen SunDepartment of Health Policy and Management, School of Public Health, Peking University, Beijing, 100191, China.
Tianyang JieDepartment of Bone and Joint Surgery, Department of Orthopedics, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200001, China.
Minqi WangDepartment of Bone and Joint Surgery, Department of Orthopedics, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200001, China.
Shutao ZhangDepartment of Bone and Joint Surgery, Department of Orthopedics, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200001, China.
Hongtao YangSchool of Engineering Medicine, Beihang University, Beijing, 100191, China.
Weiyan JianDepartment of Health Policy and Management, School of Public Health, Peking University, Beijing, 100191, China.
Dai DaiShanghai Institute of Rheumatology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, 145 Shan Dong Middle Road, Shanghai, 200001, China.
Ruida XuDepartment of Bone and Joint Surgery, Department of Orthopedics, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200001, China.
Bing YueDepartment of Bone and Joint Surgery, Department of Orthopedics, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200001, China.
Xinhua QuDepartment of Bone and Joint Surgery, Department of Orthopedics, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200001, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Metallic biomaterials have transformed modern medicine, with copper (Cu), zinc (Zn), and selenium (Se) emerging as critical components in medical applications. The study of the single and synergistic effects of serum metal concentrations on human health can provide valuable insights for future clinical transformation of biodegradable alloys. Methods: We evaluated 2381 NHANES 2011-2016 participants to study individual and combined effects of these metals on health outcomes. Multivariable logistic regression, restricted cubic splines, and piecewise linear regression were used to examine linear, nonlinear, and threshold relationships. Overall metal mixture effects were assessed using weighted quantile sum (WQS) and Bayesian kernel-machine regression (BKMR). Results: Elevated serum Cu levels were significantly associated with an increased risk of osteoarthritis. When Serum Cu ≥ 99.48 μg/dL, each 1-unit increase in Ln Cu raised diabetes risk 4.55-fold. For Se ≥ 122.74 μg/L, each 1-unit increase in Ln Se led to a 29.96-fold rise in diabetes prevalence, for Se < 157.56 μg/L it increased heart attack risk 165.19-fold. Furthermore, mixtures of Cu, Se, and Zn were positively associated with diabetes, hypertension, and heart attack risks; each unit increase in the mixture corresponded to a 23 % rise in diabetes and a 15 % rise in hypertension prevalence. Conclusions: Serum Cu levels ≥99.48 μg/dL are significantly linked to diabetes risk, while serum Se levels ≥122.74 μg/L are associated with diabetes risk and levels <157.56 μg/L with elevated heart attack risk. Serum metal mixtures containing Cu, Se and Zn were significantly and positively associated with risk of diabetes, hypertension and heart attack.

Indexed as

Metallic biomaterialsMultiple health outcomesSerum copper levelsSerum selenium levelsSerum zinc levels

Identifiers

PMID40309256
PMCPMC12041763

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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 OpenQuestion graph.