Evidence map›Paper›PMID 42536541›Full record

ArticleMedicine2026

Mapping the research landscape of TGF-β1 in airway remodeling (1994-2024): A bibliometric analysis.

Lvzhao Liao, Qiushuang Li, Yiying Xiao, Ning Jiang, Ju Sun

Abstract read
In one paragraph

Article in Medicine, 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

5 authors.

Lvzhao LiaoEmergency Department, Zhejiang Hospital, Hangzhou, Zhejiang Province, China.
Qiushuang LiCenter of Clinical Evaluation and Analysis, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China.
Yiying XiaoIntensive Care Unit, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China.
Ning JiangDepartment of Gastroenterology, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China.
Ju SunDepartment of Chinese Medicine Development, The First Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang Province, China.ORCID 0009-0008-3806-5711

Funding

Traditional Chinese Medicine Science and Technology Program of Zhejiang Province 2024ZF071
6 · The paper itself

Abstract

Transforming growth factor-β1 (TGF-β1) is involved in airway remodeling in asthma and chronic obstructive pulmonary disease (COPD) through extracellular matrix deposition, pro-fibrotic signal transduction and structural changes. This study used bibliometric methods to draw the development context and current research trends of TGF-β1-related airway remodeling research. On July 18, 2024, we queried the Web of Science Core Collection (WoSCC) to retrieve relevant records. Subsequent bibliometric analyses were performed using VOSviewer, CiteSpace, and R package "bibliometrix" to map collaborative networks, keyword co-occurrences, and emerging research frontiers. A total of 920 articles published from 1994 to 2024 were included, involving 5398 authors from 2652 institutions in 215 countries/regions. China had the highest global productivity with 290 publications. The University of California System was the leading institution with 65 publications. At the level of the individual author, Gosens Reinoud was the most productive author (with 17 publications). At the journal level, articles were mostly published in the American Journal of Respiratory Cell and Molecular Biology. Keyword analysis identified "expression," "inflammation," "asthma," and "growth-factor-beta" as frequent terms. Finally, burst detection illustrated "epithelial-mesenchymal transition (EMT)" and "oxidative stress" as important topics that have emerged recently. This bibliometric analysis maps the main contributors, cooperation networks, and evolving research topics of TGF-β1-related airway remodeling. This field has been centered on cellular mechanisms and inflammatory pathways, while recent studies have increasingly focused on oxidative stress and epithelial-mesenchymal transition. These findings may help guide the prioritization of future airway remodeling research.

Indexed as

Airway RemodelingAsthmaBibliometricsPulmonary Disease, Chronic ObstructiveTransforming Growth Factor beta1HumansTransforming Growth Factor beta1airway remodelingbibliometricscitation analysisinflammationTGF-β1

Identifiers

PMID42536541
PMCPMC13433063

What OpenQuestion holds

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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 OpenQuestion graph.