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Updated: Jul 15, 2026

Evaluation of Biomarkers in Glioma by Immunohistochemistry on Paraffin-Embedded 3D Glioma Neurosphere Cultures
Published on: January 9, 2019
DENND2D serves as a novel prognostic biomarker with paradoxical protumorigenic effects in glioma
Hongxing Ye1, Chao Zhang1, Linghao Bu1
1Department of Neurosurgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
Introduction:
Glioma, especially glioblastoma (GBM), has a dismal prognosis with current therapies. In this study, we aimed to identify potential novel molecular targets for GBM by analyzing RNA sequencing.
Methods:
RNA-seq data from TCGA, CGGA, and GTEx were analyzed to assess DENND2D expression across glioma grades and molecular subtypes. Survival analysis, methylation/copy number profiling, weighted gene co-expression network analysis (WGCNA), functional enrichment (GO/KEGG), and immune infiltration deconvolution (CIBERSORT) were performed.
Results:
By multi-cohort analysis, 5 upregulated genes and 23 downregulated genes demonstrated prognostic significance in GBM. DENND2D was upregulated in high-grade gliomas (GBM > LGG; p < 0.05) and correlated with poor prognostic features (IDH-wildtype, non-1p/19q-codeletion). High DENND2D levels predicted worse survival (HR > 1, p < 0.001) in TCGA and CGGA cohorts. Expression was inversely correlated with promoter methylation (sites cg00619207/cg24641737) and was modulated by copy number alterations. WGCNA revealed co-expression with immune regulators (RAC2/TLR2/ITGB2/PTPRC/HLA-DPA1) and enrichment in leukocyte activation pathways (p < 0.01). CIBERSORT showed that DENND2D^high tumors had elevated immunosuppressive infiltrates: M1/M2 macrophages and γδ T cells in LGG, and M2 macrophages in GBM (p < 0.05).
Conclusion:
DENND2D acts as an oncogene in glioma, driving aggressiveness and shaping an immunosuppressive microenvironment. It represents a novel prognostic biomarker and therapeutic target for overcoming immunotherapy resistance.
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