Evidence map›Paper›PMID 41420058›Full record

ArticleDiscover oncology2025

Hotspots and frontiers of the relationship between hepatocellular carcinoma and cancer-associated fibroblasts: a bibliometric analysis and review.

Huixia Zheng, Lingling Ren, Guanglan Chen, Xiangcheng Hu

Abstract read
In one paragraph

Article in Discover oncology, 2025. 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

4 authors.

Huixia ZhengDigestive Endoscopy Center, The Second People's Hospital of Lishui, No.69 North Ring Road, Liandu District, Lishui, 323000, Zhejiang, China.
Lingling RenDigestive Endoscopy Center, The Second People's Hospital of Lishui, No.69 North Ring Road, Liandu District, Lishui, 323000, Zhejiang, China.
Guanglan ChenDigestive Endoscopy Center, The Second People's Hospital of Lishui, No.69 North Ring Road, Liandu District, Lishui, 323000, Zhejiang, China.
Xiangcheng HuDigestive Endoscopy Center, The Second People's Hospital of Lishui, No.69 North Ring Road, Liandu District, Lishui, 323000, Zhejiang, China. hxc843988@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCancer-associated fibroblasts (CAFs) are pivotal stromal components in the tumor microenvironment (TME) of hepatocellular carcinoma (HCC), influencing tumor progression, metastasis, and immunotherapy resistance. However, a comprehensive bibliometric overview of CAFs in HCC is lacking.

methodsA systematic search of the Web of Science Core Collection from January 1, 2004, to June 15, 2025 yielded 646 eligible publications. Bibliometric analysis using VOSviewer and CiteSpace mapped publication trends, international collaboration, institutional contributions, author networks, journal impact, and research hotspots.

resultsA total of 646 articles were analyzed, spanning 282 journals and 2684 keywords. From 2004 to June 15, 2025, there was a significant increase in publications. China led in publication numbers, followed by the US and Japan. Renowned institutions include Sun Yat Sen University, Fudan University, and Zhejiang University. Notable researchers are Fan Jia, Giannelli Gianluigi, and Zhou Jian. The journal with the highest publication and citation frequency is Cancer Research. The main research focuses are the effects of CAFs on HCC cell proliferation, angiogenesis, invasion, metastasis, immunosuppression, and drug resistance, as well as the mechanisms of CAFs in HCC immunotherapy and the progress in targeted CAF research.

conclusionCAFs research in HCC has transitioned from descriptive studies to precision therapeutic targeting. Future directions involve dissecting CAFs plasticity, leveraging single-cell multiomics, and optimizing combination therapies to overcome TME-mediated resistance.

Indexed as

BibliometricsCancer-associated fibroblastsHepatocellular carcinomaReviewTumor microenvironment

Identifiers

PMID41420058
PMCPMC12830541

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.