Nguyen Hoang Dong, Diamandis Phedias, Scott Michelle S, Richer Maxime
Département de Biochimie et de Génomique Fonctionnelle, Faculté de Médecine et des Sciences de la Santé, Université de Sherbrooke, Sherbrooke, QC J1E 4K8, Canada.
Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5S 1A8, Canada.
J Pers Med. 2022 Apr 14;12(4):633. doi: 10.3390/jpm12040633.
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.
成人浸润性胶质瘤是中枢神经系统的高度侵袭性肿瘤,尽管采用了强化多模式治疗(化疗和/或放疗),其预后仍很差。在本研究中,我们通过TCGA数据库研究了661例成人浸润性胶质瘤中与γ-氨基丁酸、谷氨酸和钙相关基因的表达、甲基化及相互作用的微小RNA谱。基于神经递质的无监督聚类确定了三个已确立的胶质瘤分子亚组,它们与世界卫生组织主要的胶质瘤亚类(异柠檬酸脱氢酶野生型星形细胞瘤、异柠檬酸脱氢酶突变型星形细胞瘤、异柠檬酸脱氢酶突变型少突胶质细胞瘤)相对应。此外,该分析还定义了一个新的、与神经递质相关的胶质瘤亚组(NT-1),主要由异柠檬酸脱氢酶突变的胶质瘤组成,其特征是神经递质相关基因的过表达。神经传递相关基因的低表达与低甲基化异柠檬酸脱氢酶野生型肿瘤的侵袭性增加相关。基于神经传递的肿瘤类别之间,肿瘤炎症微环境的组成也存在显著差异,NT-1胶质瘤中M2表型巨噬细胞的估计数量较少。对TCGA胶质瘤神经传递表达格局的这种多组学分析——突出了具有不同表达、表观遗传和炎症特征的基于神经传递的胶质瘤类别的存在——支持成人胶质瘤中存在可操作的神经递质信号通路。这些发现可能为未来胶质瘤靶向药物治疗中可利用的潜在脆弱性提供新的线索。