ArticleFrontiers in immunology2024
Novel prognostic biomarker TBC1D1 is associated with immunotherapy resistance in gliomas.
Article in Frontiers in immunology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.
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Who cites it
12 citing papers in PubMed, 1 synthesis or guideline pooled it, 9 citations in OpenAlex.
- Limitations of nomogram models in predicting survival outcomes for glioma patients.Frontiers in immunology · 2025Pooled it
- Integrated bulk and single-cell transcriptomic analyses identify transcriptome-defined groups and EGFR-associated microenvironmental programs in glioma.Discover oncology · 2026Article
- FANCD2 knockdown suppresses malignant phenotypes and is associated with caspase/PARP-mediated apoptosis in NCI-H2052 pleural mesothelioma cells.Frontiers in genetics · 2026Article
- Stemness-based gastric cancer classification by machine learning for precision diagnosis and treatment of gastric cancer.Journal of gastrointestinal oncology · 2025Article
- Investigation of MANF regulation of glioma stemness via STAT3/TGF-β/SMAD4/p38 pathway based on pan-cancer analysis.Translational oncology · 2025Article
- SMYD5-BRD4 Interaction Drives Hepatocellular Carcinoma Progression: A Combined in Silico and Experimental Analysis.Pharmaceuticals (Basel, Switzerland) · 2025Article
- Prognostic Value of TBC1D1 and Its Relationship With the Tumor Microenvironment in Pancreatic Cancer: A Study Based on Single-Cell Sequencing.FASEB bioAdvances · 2025Article
- Gut-Brain-Microbiome Axis in the Regulation of Cancer Immune Escape and Immunotherapy in Tumors.Research (Washington, D.C.) · 2025Review
- Recent advances in immunotherapy for gliomas: overcoming barriers and advancing precision strategies.Frontiers in immunology · 2025Review
- Cancer-specific senescence signature promotes malignant phenotypes and immunotherapy resistance in colorectal cancer.Frontiers in immunology · 2025Article
- Deciphering the Role of SLFN12: A Novel Biomarker for Predicting Immunotherapy Outcomes in Glioma Patients Through Artificial Intelligence.Journal of cellular and molecular medicine · 2024Article
- Predictive value of IL-10 and GFPA for postoperative prognosis in patients with brain glioma.American journal of translational research · 2024Article
Corrections and comments
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Authors and funding
8 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Glioma, an aggressive brain tumor, poses a challenge in understanding the mechanisms of treatment resistance, despite promising results from immunotherapy. Methods: We identified genes associated with immunotherapy resistance through an analysis of The Cancer Genome Atlas (TCGA), Chinese Glioma Genome Atlas (CGGA), and Gene Expression Omnibus (GEO) databases. Subsequently, qRT-PCR and western blot analyses were conducted to measure the mRNA and protein levels of TBC1 Domain Family Member 1 (TBC1D1), respectively. Additionally, Gene Set Enrichment Analysis (GSEA) was employed to reveal relevant signaling pathways, and the expression of TBC1D1 in immune cells was analyzed using single-cell RNA sequencing (scRNA-seq) data from GEO database. Tumor Immune Dysfunction and Exclusion (TIDE) database was utilized to assess T-cell function, while Tumor Immunotherapy Gene Expression Resource (TIGER) database was employed to evaluate immunotherapy resistance in relation to TBC1D1. Furthermore, the predictive performance of molecules on prognosis was assessed using Kaplan-Meier plots, nomograms, and ROC curves. Results: The levels of TBC1D1 were significantly elevated in tumor tissue from glioma patients. Furthermore, high TBC1D1 expression was observed in macrophages compared to other cells, which negatively impacted T cell function, impaired immunotherapy response, promoted treatment tolerance, and led to poor prognosis. Inhibition of TBC1D1 was found to potentially synergistically enhance the efficacy of immunotherapy and prolong the survival of cancer patients with gliomas. Conclusion: Heightened expression of TBC1D1 may facilitate an immunosuppressive microenvironment and predict a poor prognosis. Blocking TBC1D1 could minimize immunotherapy resistance in cancer patients with gliomas.
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