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Deciphering of Adult Glioma Vulnerabilities through Expression Pattern Analysis of GABA, Glutamate and Calcium
Hoang Dong Nguyen1, Phedias Diamandis2,3,4, Michelle S Scott1
1Département de Biochimie et de Génomique Fonctionnelle, Faculté de Médecine et des Sciences de la Santé, Université de Sherbrooke, Sherbrooke, QC J1E 4K8, Canada.
Abstract:
Adult infiltrating gliomas are highly aggressive tumors of the central nervous system with a dismal prognosis despite intensive multimodal therapy (chemotherapy and/or radiotherapy). In this study, we studied the expression, methylation and interacting miRNA profiles of GABA-, glutamate- and calcium-related genes in 661 adult infiltrating gliomas available through the TCGA database. Neurotransmitter-based unsupervised clustering identified three established glioma molecular subgroups that parallel major World Health Organization glioma subclasses (IDH-wildtype astrocytomas, IDH-mutant astrocytomas, IDH-mutant oligodendroglioma). In addition, this analysis also defined a novel, neurotransmitter-related glioma subgroup (NT-1), mostly comprised of IDH-mutated gliomas and characterized by the overexpression of neurotransmitter-related genes. Lower expression of neurotransmission-related genes was correlated with increased aggressivity in hypomethylated IDH-wildtype tumors. There were also significant differences in the composition of the tumor inflammatory microenvironment between neurotransmission-based tumor categories, with lower estimated pools of M2-phenotype macrophages in NT-1 gliomas. This multi-omics analysis of the neurotransmission expression landscape of TCGA gliomas-which highlights the existence of neurotransmission-based glioma categories with different expression, epigenetic and inflammatory profiles-supports the existence of operational neurotransmitter signaling pathways in adult gliomas. These findings could shed new light on potential vulnerabilities to exploit in future glioma-targeting drug therapies.
Insights
Neurotransmitter gene expression defines new adult glioma subtypes. This discovery reveals distinct molecular and inflammatory profiles, offering potential new therapeutic targets for these aggressive brain tumors.
Area of Science:
- Neuro-oncology
- Molecular biology
- Epigenetics
Background:
- Adult infiltrating gliomas are aggressive central nervous system tumors with poor outcomes.
- Current therapies offer limited efficacy, necessitating novel treatment strategies.
Purpose of the Study:
- To investigate the role of neurotransmitter-related genes in adult gliomas.
- To identify novel molecular subgroups and potential therapeutic vulnerabilities.
Main Methods:
- Analysis of gene expression, methylation, and miRNA profiles in 661 adult gliomas from TCGA database.
- Unsupervised clustering based on neurotransmitter-related genes.
- Assessment of tumor microenvironment, including macrophage infiltration.
Main Results:
- Identified three known glioma subgroups and a novel neurotransmitter-related subgroup (NT-1).
- NT-1 gliomas, mainly IDH-mutated, overexpress neurotransmitter genes.
- Lower neurotransmission gene expression correlated with increased aggressivity in hypomethylated IDH-wildtype gliomas.
- Distinct inflammatory microenvironment profiles, including M2 macrophage levels, were observed across subgroups.
Conclusions:
- Neurotransmitter signaling pathways are active in adult gliomas.
- Neurotransmitter-based classification reveals distinct glioma categories with unique molecular and inflammatory features.
- These findings may identify new therapeutic targets for glioma treatment.
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