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Updated: Nov 2, 2025

Evaluation of Biomarkers in Glioma by Immunohistochemistry on Paraffin-Embedded 3D Glioma Neurosphere Cultures
Published on: January 9, 2019
Alterations in the RTK/Ras/PI3K/AKT pathway serve as potential biomarkers for immunotherapy outcome of diffuse
Song Han1, Peng-Fei Wang1, Hong-Qing Cai1,2
1Department of Neurosurgery, Sanbo Brain Hospital, Capital Medical University, China.
Background:
Diffuse gliomas are the most common malignant brain tumors, and immune checkpoint inhibitors have limited therapeutic effects against this cancer. Three oncogenic pathways are altered in diffuse gliomas: the RTK/Ras/PI3K/AKT signaling, TP53, and RB pathways. Although these pathways may affect the tumor immune microenvironment, their association with immunotherapy biomarkers remains unclear.
Methods:
We used copy number variation and mutation data to stratify patients with specific oncogenic signaling alterations, and evaluated their correlation with predictive immunotherapy biomarkers, including tumor mutation burden (TMB), immune cytolytic activity (CYT), tumor purity, and tumor-infiltrating CD8+ T cells. Immune checkpoint expression and interferon-γ signaling activity were also compared in these samples.
Results:
We identified differentially expressed genes in three distinct oncogenic pathways. Gene ontology analysis of these genes revealed the involvement of RTK/Ras/PI3K/AKT-associated genes in immune and inflammatory responses. Moreover, significantly elevated TMB, CYT, and numbers of CD8+ T cells and decreased tumor purity were correlated with altered RTK/Ras/PI3K/AKT signaling. Single cell sequencing also confirmed that this tumor subgroup had increased immune checkpoint expression and interferon-γ signaling activity. Immune phenotyping based on the presence of CD274 and TMB or CD274 and CD8 T+ cells indicated that tumors with altered RTK/Ras/PI3K/AKT pathways represent a beneficial subtype and are associated with improved survival.
Conclusion:
Altered RTK/Ras/PI3K/AKT signaling and immunotherapy biomarkers are strongly correlated in gliomas. Gliomas with altered expression of RTK/Ras/PI3K/AKT pathway components may be sensitive to immunotherapy. A combination of small-molecule kinase inhibitors and immunotherapy is proposed for this subgroup of tumors.
Insights
Altered RTK/Ras/PI3K/AKT signaling in diffuse gliomas correlates with immunotherapy biomarkers, suggesting sensitivity to treatment. This pathway may predict better survival and response to combined therapies.
Area of Science:
- Oncology
- Immunology
- Genetics
Background:
- Diffuse gliomas are common malignant brain tumors with limited response to current immunotherapies.
- Key oncogenic pathways (RTK/Ras/PI3K/AKT, TP53, RB) are frequently altered in gliomas.
- The link between these pathways and immunotherapy biomarkers is not well understood.
Purpose of the Study:
- To investigate the correlation between specific oncogenic signaling pathway alterations and immunotherapy biomarkers in diffuse gliomas.
- To identify potential predictive biomarkers for immunotherapy response in glioma patients.
Main Methods:
- Utilized copy number variation and mutation data to stratify patients based on oncogenic signaling alterations.
- Evaluated correlations with tumor mutation burden (TMB), cytolytic activity (CYT), tumor purity, and CD8+ T cell infiltration.
- Assessed immune checkpoint expression and interferon-gamma signaling activity using gene expression and single-cell sequencing.
Main Results:
- Altered RTK/Ras/PI3K/AKT signaling was associated with increased TMB, CYT, CD8+ T cells, and decreased tumor purity.
- This subgroup exhibited elevated immune checkpoint expression and interferon-gamma signaling.
- Immune phenotyping identified tumors with altered RTK/Ras/PI3K/AKT pathways as a beneficial subtype with improved survival.
Conclusions:
- Strong correlation exists between altered RTK/Ras/PI3K/AKT signaling and immunotherapy biomarkers in gliomas.
- Gliomas with RTK/Ras/PI3K/AKT pathway alterations may respond favorably to immunotherapy.
- A combination of kinase inhibitors and immunotherapy is proposed for this specific glioma subtype.
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