ArticleFrontiers in cell and developmental biology2021
Prognosis and Immunotherapy Significances of a Cancer-Associated Fibroblasts-Related Gene Signature in Gliomas.
Article in Frontiers in cell and developmental biology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis that pooled it.
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Who cites it
20 citing papers in PubMed, 1 synthesis or guideline pooled it, 25 citations in OpenAlex.
- The entanglement of extracellular matrix molecules and immune checkpoint inhibitors in cancer: a systematic review of the literature.Frontiers in immunology · 2023Pooled it
- Integration of bulk and single-cell RNA-seq data identifies a cellular senescence-related prognostic signature in liver hepatocellular carcinoma.Discover oncology · 2026Article
- The Role of Cancer-Associated Fibroblasts and Tumor-Associated Macrophages in the Tumor Microenvironment and Their Impact on Ovarian Cancer Survival and Therapy.Current oncology (Toronto, Ont.) · 2026Review
- HIST1H2BJ is associated with poor prognosis and an immune-altered tumor microenvironment in glioma.Frontiers in immunology · 2026Article
- Cytokine CCL2 secreted by cancer-associated fibroblasts augments temozolomide resistance in glioblastoma through ERK1/2 signaling.Oncogene · 2025Article
- Integration of Single-Cell and Bulk RNA-seq Data to Identify the Cancer-Associated Fibroblast Subtypes and Risk Model in Glioma.Biochemical genetics · 2025Article
- Circadian rhythm related genes signature in glioma for drug resistance prediction: a comprehensive analysis integrating transcriptomics and machine learning.Discover oncology · 2025Article
- Article
- Deciphering Glioblastoma: Fundamental and Novel Insights into the Biology and Therapeutic Strategies of Gliomas.Current issues in molecular biology · 2024Review
- Multi-cohort comprehensive analysis unveiling the clinical value and therapeutic effect ofOncology research · 2024Article
- Transcriptomics-based characterization of the immuno-stromal microenvironment in pediatric low-grade glioma.Oncoimmunology · 2024Article
- The tumor-associated fibrotic reactions in microenvironment aggravate glioma chemoresistance.Frontiers in oncology · 2024Review
- Review
- Engineering the glioblastoma microenvironment with bioactive nanoparticles for effective immunotherapy.RSC advances · 2023Review
- Article
- The Tumor Immune Microenvironment in Primary CNS Neoplasms: A Review of Current Knowledge and Therapeutic Approaches.International journal of molecular sciences · 2023Review
- The Tumor Microenvironment of Medulloblastoma: An Intricate Multicellular Network with Therapeutic Potential.Cancers · 2022Review
- Article
- Worldwide productivity and research trend of publications concerning glioma-associated macrophage/microglia: A bibliometric study.Frontiers in neurology · 2022Article
- Emerging role of ferroptosis in glioblastoma: Therapeutic opportunities and challenges.Frontiers in molecular biosciences · 2022Review
Corrections and comments
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Authors and funding
8 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
As a cold tumor, malignant glioma has strong immunosuppression and immune escape characteristics. The tumor microenvironment (TME) provides the "soil" for the survival of malignant tumors, and cancer-associated fibroblasts (CAFs) are the architects of matrix remodeling in TME. Therefore, CAFs have potent regulatory effects on the recruitment and functional differentiation of immune cells, whereby they synthesize and secrete numerous collagens, cytokines, chemokines, and other soluble factors whose interaction with tumor cells creates an immunosuppressive TME. This consequently facilitates the immune escape of tumor cells. Targeting CAFs would improve the TME and enhance the efficacy of immunotherapy. Thus, regulation of CAFs and CAFs-related genes holds promise as effective immunotherapies for gliomas. Here, by analyzing the Chinese Glioma Genome Atlas and the Cancer Genome Atlas database, the proportion of CAFs in the tumor was revealed to be associated with clinical and immune characteristics of gliomas. Moreover, a risk model based on the expression of CAFs-related six-gene for the assessment of glioma patients was constructed using the least absolute shrinkage and selection operator and the results showed that a high-risk group had a higher expression of the CAFs-related six-genes and lower overall survival rates compared with those in the low-risk group. Additionally, patients in the high-risk group exhibited older age, high tumor grade, isocitrate dehydrogenase wildtype, 1p/19q non-codeletion, O-6-methylguanine-DNA methyltransferase promoter unmethylation and poor prognosis. The high-risk subtype had a high proportion CAFs in the TME of glioma, and a high expression of immune checkpoint genes. Analysis of the Submap algorithm indicated that the high-risk patients could show potent response to anti-PD-1 therapy. The established risk prediction model based on the expression of six CAFs-related genes has application prospects as an independent prognostic indicator and a predictor of the response of patients to immunotherapy.
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