Evidence map›Paper›PMID 42850723›Full record

ReviewRenal failure2026

A bibliometric analysis of trace elements and diabetic kidney disease: scientific hotspots and research evolution.

Xi Sun, Yuchen Jiang, Huanjing Wang, Zhanzheng Wang, Wansen Sun, Yan Liu

Abstract readReview
In one paragraph

Review in Renal failure, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
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

6 authors.

Xi SunDepartment of Nephrology, Affiliated Hospital of Shaanxi University of Traditional Chinese Medicine, Shaanxi, China.ORCID 0009-0002-2137-6181
Yuchen JiangFaculty of Chinese Medicine, Macau University of Science and Technology, Taipa, Macao, China.
Huanjing WangDepartment of Nephrology, Affiliated Hospital of Shaanxi University of Traditional Chinese Medicine, Shaanxi, China.
Zhanzheng WangDepartment of Clinical Laboratory, Affiliated Hospital of Shaanxi University of Traditional Chinese Medicine, Shaanxi, China.
Wansen SunDepartment of Traditional Chinese Medicine, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.
Yan LiuDepartment of Traditional Chinese Medicine, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.ORCID 0009-0000-2716-0061

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The role of trace elements, including zinc, selenium, iron, copper, cadmium, lead, and other essential or toxic elements, in diabetic kidney disease (DKD) has become increasingly recognized because of their effects on oxidative stress, metabolic regulation, and renal dysfunction. However, a comprehensive bibliometric analysis of research trends and molecular insights into these interactions is still lacking. This study presents a bibliometric analysis of publications from 1981 to 2025 using WoSCC, and data were analyzed using VOSviewer, CiteSpace, and the Bibliometric Online Analysis Platform (http://bibliometric.com/) to generate scientometric visualizations. A thorough analysis and visualization of 373 research papers on the relationship between trace elements and DKD published between 1981 and 2025 were conducted, revealing emerging research hotspots and trends. Initially, there were very few studies in this field. However, a significant increase in research interest followed in subsequent years, ultimately peaking in 2025 with 70 publications. Research in this field is mainly concentrated in Asia, particularly in China, which has the highest number of corresponding authors. International collaboration has also greatly increased citation impact. Key research topics include oxidative stress, metabolic disorders, and recently ferroptosis and cuproptosis as new molecular mechanisms in DKD. This study provides a data-driven analysis of the evolving research landscape, offering insights into the future directions of trace element-related DKD studies, particularly in understanding the transition from environmental toxicology to molecular intervention.

Indexed as

BibliometricsBiomedical ResearchDiabetic NephropathiesTrace ElementsCuproptosisFerroptosisHumansOxidative StressSeleniumSeleniumTrace Elementsbibliometric analysisDKDstatustrace elementtrends

Identifiers

PMID42850723
PMCPMC13656684

What OpenQuestion holds

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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 OpenQuestion graph.