ArticleFrontiers in immunology2023
A bibliometric and visual analysis of cancer-associated fibroblasts.
Article in Frontiers in immunology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 5 of them syntheses that pooled 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.
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.
Who cites it
24 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- Frontiers and hot topics in tumor metabolic reprogramming: a bibliometric analysis from 2014 to 2023.Frontiers in oncology · 2025Pooled it
- Dynamic role of gastric stem cells and chief cells in precancerous lesions of gastric cancer: global knowledge mapping and emerging trends based on bibliometric analysis from 2004 to 2024.Frontiers in oncology · 2025Pooled it
- Recent trends in research on the role of cholesterol in leukemia: a bibliometric and visualization study.Frontiers in immunology · 2025Pooled it
- Machine learning applied to epilepsy: bibliometric and visual analysis from 2004 to 2023.Frontiers in neurology · 2024Pooled it
- Bibliometric and visual analysis of global publications on kaempferol.Frontiers in nutrition · 2024Pooled it
- Hotspots and frontiers of the relationship between hepatocellular carcinoma and cancer-associated fibroblasts: a bibliometric analysis and review.Discover oncology · 2025Article
- Imaging Diagnosis of Mild Cognitive Impairment: A Bibliometric Analysis (1999-2024).Brain and behavior · 2025Article
- Trends in the immunotherapy for glioblastoma: A two-decade bibliometric analysis.Human vaccines & immunotherapeutics · 2025Article
- A two-decade bibliometric analysis of tumor-associated macrophages in colorectal cancer research.Human vaccines & immunotherapeutics · 2025Article
- Discoidin domain receptor tyrosine kinase 2: A new perspective on microenvironment remodeling and targeted therapy of solid tumors (Review).Oncology letters · 2025Review
- Global research trends and hotspots on environmental pollution and primary liver cancer: a bibliometric and visualized analysis.Tropical medicine and health · 2025Article
- Global trends in sarcopenia and cancer over the past 10 years: a bibliometric analysis.Discover oncology · 2025Article
- Trends and hotspots in autoimmune hepatitis research: based on bibliometric analysis.Hereditas · 2025Review
- Research status, hotspots and perspectives of artificial intelligence applied to pain management: a bibliometric and visual analysis.Updates in surgery · 2025Article
- Oral squamous cell carcinoma: Insights into cellular heterogeneity, drug resistance, and evolutionary trajectories.Cell biology and toxicology · 2025Review
- Global research trends and hotspots on imaging of bladder cancer: A bibliometric and visual analysis from 1981 to 2023.Medicine · 2025Article
- Research hotspots and frontiers of machine learning in renal medicine: a bibliometric and visual analysis from 2013 to 2024.International urology and nephrology · 2025Review
- Hotspots and Frontiers in Arrhythmias During Pregnancy: A Bibliometric Analysis.Journal of multidisciplinary healthcare · 2025Article
- A Bibliometric and Visualization Analysis of Metabolic Reprogramming in Cardiovascular Diseases: Trends, Key Contributors, and Future Directions from 2000 to 2024.Current cardiology reviews · 2025Review
- A bibliometric analysis of the advance of artificial intelligence in medicine.Frontiers in medicine · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Cancer-associated fibroblasts (CAFs) represent the predominant stromal component within the tumour microenvironment (TME), exhibiting considerable heterogeneity and plasticity that significantly impact immune response and metabolic reprogramming within the TME, thereby influencing tumour progression. Consequently, investigating CAFs is of utmost importance. The objective of this study is to employ bibliometric analysis in order to evaluate the current state of research on CAFs and predict future areas of research and emerging trends. Methods: Conduct a comprehensive search for scholarly publications within the Web of Science Core Collection database, encompassing the time period from January 1, 2001, to December 31, 2022. Apply VOSviewer, CiteSpace, R software and Microsoft Excel for bibliometric analysis and visualisation. Results: This study involved a comprehensive analysis of 5,925 publications authored by 33,628 individuals affiliated with 4,978 institutions across 79 countries/regions. These publications were published in 908 journals, covering 14,495 keywords and 203,947 references. Notably, there was a significant increase in articles published between 2019 and 2022. China had the highest count of articles, while the United States emerged as the most frequently cited country. The primary research institutions in this field were Shanghai Jiao Tong University, Harvard University, and the University of Texas MD Anderson Cancer Center. Sotgia, Federica and Lisanti, Michael P from the University of Manchester, and Martinet, Wim from the University of Antwerp were the most prolific and highly cited authors. The journal Cancers had the highest number of publications, while Cancer Research was the most frequently cited journal. Molecular, biology, immunology, medicine and genetics were the main research disciplines in the field of CAFs. Key directions in CAFs research encompassed the study of transforming growth factor-β, Fibroblast Activation Protein, breast cancer, as well as growth and metastasis. The findings from the analysis of keyword co-occurrence and literature co-citation have revealed several emerging hotspots and trends within the field of CAFs. These include STAT3, multidrug resistance, pancreatic ductal adenocarcinoma, pan-cancer analysis, preclinical evaluation, ionizing radiation, and gold nanoparticles. Conclusion: Targeting CAFs is anticipated to be a novel and effective strategy for cancer treatment. This study provides a comprehensive overview of the existing research on CAFs from 2001 to 2022, utilizing bibliometric analysis. The study identified the prominent areas of investigation and anticipated future research directions, with the aim of providing valuable insights and recommendations for future studies in the field of CAFs.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.