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Novel prognostic biomarker TBC1D1 is associated with immunotherapy resistance in gliomas
Daqiang Song1,2, Qian Yang3, Liuying Li1
1Chongqing Key Laboratory of Molecular Oncology and Epigenetics, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
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.
Insights
High TBC1D1 expression in glioma promotes treatment resistance and poor prognosis. Blocking TBC1D1 may enhance immunotherapy effectiveness and improve survival in brain tumor patients.
Area of Science:
- Neuro-oncology
- Immunology
- Genomics
Background:
- Glioma is an aggressive brain tumor with challenges in understanding treatment resistance mechanisms.
- Immunotherapy shows promise but faces limitations due to resistance.
Purpose of the Study:
- To identify genes associated with immunotherapy resistance in glioma.
- To investigate the role of TBC1 Domain Family Member 1 (TBC1D1) in glioma treatment resistance and prognosis.
Main Methods:
- Analysis of TCGA, CGGA, and GEO databases for gene expression.
- qRT-PCR and western blot to quantify TBC1D1 mRNA and protein.
- GSEA for signaling pathways, scRNA-seq for immune cell expression.
- TIDE and TIGER databases for T-cell function and immunotherapy resistance evaluation.
- Prognostic assessment using Kaplan-Meier plots, nomograms, and ROC curves.
Main Results:
- TBC1D1 levels were significantly elevated in glioma tumor tissues.
- High TBC1D1 expression in macrophages negatively impacted T-cell function and immunotherapy response.
- Elevated TBC1D1 correlated with treatment tolerance and poor prognosis in glioma patients.
Conclusions:
- Increased TBC1D1 expression contributes to an immunosuppressive tumor microenvironment and predicts poor prognosis in glioma.
- Inhibiting TBC1D1 shows potential for overcoming immunotherapy resistance and improving survival in glioma patients.
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