Evidence map›Paper›PMID 41258210›Full record

ArticleDiscover oncology2025

Bibliometric analysis reveals the current status and future trends of cancer associated fibroblasts research in breast cancer.

Shixue Jing, Siping Zhou, Cui Jia, Yongfeng Wang, Hui Cao, Lushun Zhang, Xinlian Liu

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

7 authors.

Shixue Jing *Department of Pathology, The Third Affiliated Hospital of Chengdu Medical College, Chengdu Pidu District People's Hospital, Chengdu, 611730, China.
Siping Zhou *School of Clinical Medicine, Chengdu Medical College, Chengdu, 610500, China.
Cui Jia *Department of Pathology and Pathophysiology, Chengdu Medical College, Chengdu, 610500, China.
Yongfeng WangDepartment of Pathology, The Third Affiliated Hospital of Chengdu Medical College, Chengdu Pidu District People's Hospital, Chengdu, 611730, China.
Hui CaoDepartment of Pathology and Pathophysiology, Chengdu Medical College, Chengdu, 610500, China.
Lushun ZhangDepartment of Pathology and Pathophysiology, Chengdu Medical College, Chengdu, 610500, China. zhangls2012@cmc.edu.cn.
Xinlian LiuDepartment of Pathology and Pathophysiology, Chengdu Medical College, Chengdu, 610500, China. lxldly@cmc.edu.cn.

Funding

Open Fund of Development and Regeneration Key Laboratory of Sichuan Province Grant No.23LHPDZYB07; Grant No.23LHPDZZD05the Chinese Ministry of Education Cooperative Education Project Grant No.231100882305626the National College Student Innovation and Entrepreneurship Training Program Project Grant No.202413705016
6 · The paper itself

Abstract

backgroundBreast cancer is one of the most common and lethal heterogeneous cancers among women worldwide, posing a significant threat to female health. Cancer associated fibroblasts (CAFs) play a critical role in the initiation and progression of breast cancer, and their behavior within the tumor microenvironment profoundly influences disease development. Systematic research on the functions of CAFs in breast cancer remains relatively limited. This study employs bibliometric theories and methods to comprehensively analyze the existing knowledge framework of breast cancer CAFs research, thereby identifying and examining research hotspots and future trends in this field.

methodsThis study retrieved literature related to CAFs in breast cancer from the Science Core Collection (WOSCC) database, covering publications from 2005 to 2025. After rigorous screening, 377 eligible academic papers were included as research subjects. Utilizing software tools such as VOSviewer, Pajek, Scimago Graphica, and CiteSpace, we conducted an in-depth analysis across multiple dimensions, including countries, research institutions, authors, journals, and keywords, to elucidate the knowledge structure of this field and identify research hotspots and developmental trends.

resultsThe findings indicate a general upward trend in annual publications, with particularly rapid growth between 2022 and 2024. China, the United States, and Italy were the most prolific countries, demonstrating strong academic influence. Among institutions, the University of Calabria, Chongqing Medical University, and the University of Manchester contributed the most research output. Notable researchers, including Marcello Maggiolini, Michael P. Lisanti, and Manran Liu, stood out in terms of publication volume and collaborative engagement. Regarding journals, Cancers published the highest number of articles, while Nature Communications had the greatest impact, with a 2023 impact factor of 14.7. This study systematically reviews the origin, activation mechanisms, and heterogeneity of CAFs in breast cancer. The research reveals that CAFs can be activated through various cytokines and signaling pathways and exhibit significant heterogeneity across different breast cancer subtypes. CAFs secrete multiple factors involved in angiogenesis and extracellular matrix (ECM) remodeling, thereby promoting breast cancer cell metastasis and invasion. Additionally, CAFs may suppress the host's anti-tumor immune response. Current therapeutic strategies targeting CAFs primarily focus on disrupting intercellular communication, degrading the ECM, and overcoming drug resistance. Future research may concentrate on exploring the mechanisms by which immunotherapy regulates CAF activity and the potential of combination therapies. This study provides a comprehensive overview of the current status, hotspots, and cutting-edge advancements in breast cancer CAF research.

conclusionOur study systematically examines research hotspots and trends in breast cancer CAF studies, establishing a solid literature-based foundation for defining future research directions and priorities. It highlights the significant potential and importance of targeting CAFs in the breast cancer stroma for therapeutic intervention and tumor progression inhibition. The findings are expected to offer scientific guidance for subsequent research and advance the development of breast cancer CAF studies. Although this study has certain limitations, it provides valuable references for future related research.

Indexed as

Bibliometric analysisBreast cancerCAFsTumor microenvironment

Identifiers

PMID41258210
PMCPMC12748487

What Socratic 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 Socratic graph.