Evidence map›Paper›PMID 40192044›Full record

ReviewEndocrine, metabolic & immune disorders drug targets2026

Global Trends in Research of Intestinal Cells and Type 2 Diabetes Mellitus: A Bibliometric and Visualized Analysis from 2004 to 2023.

Zhaoyang Li, Shuang Zhang, Rufan Cao, Bo Wu, Kangning Han, Wenhui Yang, Shiyao Chen, Xinyu Zhang, Xiaochun Han, Liangqing Guo

Abstract readReview
PubMed Publisher
In one paragraph

Review in Endocrine, metabolic & immune disorders drug targets, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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.

Zhaoyang LiThe First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, 250355, China.
Shuang ZhangCollege of Foreign Language, Shandong University of Traditional Chinese Medicine, Jinan, 250355, China.
Rufan CaoThe First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, 250355, China.
Bo WuDepartment of Cardiovascular, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, 250011, China.
Kangning HanThe First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, 250355, China.
Wenhui YangThe First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, 250355, China.
Shiyao ChenCollege of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan, 250355, China.
Xinyu ZhangThe First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, 250355, China.
Xiaochun HanCollege of Health, Shandong University of Traditional Chinese Medicine, Jinan, 250355, China.
Liangqing GuoDepartment of Endocrinology, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, 250011, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAs a systemic metabolic disease, type 2 diabetes has gradually become a disease that seriously threatens human health and quality of life worldwide. Many studies have shown that its pathogenesis and treatment are closely related to intestinal cells. However, the research in this field lacks relevant bibliometric analysis. This study aims to review the knowledge structure and research hot spots on intestinal cells and type 2 diabetes and provide a new direction for its future research through bibliometric methods and visual knowledge maps.

methodsUsing the Web of Science Core Collection (WoSCC) database, we searched the related literature on intestinal cells and type 2 diabetes from 2004 to 2023, and made bibliometric analysis through VOSviewer, CiteSpace, the "Bibliometrix" R package, and Scimago Graphica. Combined with Bradford's Law, Price's Law, Lotka's Law, and Zipf's law, bibliometrics analysis was conducted on publication time, author, country/region, keywords, journals, and references related to publications in this field.

resultsA total of 394 articles were included from 51 countries, led by the United States and China. In the past 20 years, the publication of relevant literature has shown a steady growth trend. These articles are from 2486 authors. Among them, Ti-dong Shan and Tao Yu from China have published the most literature, the University of Toronto is the main research institution, the Journal of Biological Chemistry is the journal with the most common citations, and the most prominently cited article is Sugar absorption in the industry: the role of GLUT2.

conclusionThis study is the first bibliometric analysis that comprehensively summarizes the research trends and hot spots of intestinal cells and type 2 diabetes. This information determines the research hot spots and research frontiers in this field. The hot spots of research are "intestinal epithelial cells", "GLP-1", "SGLT-1", "GLUT2", and "intestinal endocrine cell", while "intestinal epithelial stem cells", "short-chain fatty acid", "bile acid" and "bariatric surgery" may be the focus of future research, which helps clinicians better understand the relationship between intestinal cells and type 2 diabetes, and provides a reference direction for future scholars in this field.

Indexed as

BibliometricsBiomedical ResearchDiabetes Mellitus, Type 2Intestinal MucosaIntestinesAnimalsHumansbibliometricCiteSpaceIntestinal cellsystemic metabolic diseasetype 2 diabetes mellitusVOSviewer

Identifiers

PMID40192044

What Socratic holds

Textmetadata
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 Socratic graph.