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多形性胶质母细胞瘤中异常甲基化的差异表达基因的鉴定及其与患者生存的关联。

Identification of aberrantly methylated differentially expressed genes in glioblastoma multiforme and their association with patient survival.

作者信息

Zhang Miao, Lv Xintong, Jiang Yuanjun, Li Guang, Qiao Qiao

机构信息

Department of Radiation Oncology, The First Hospital of China Medical University, Shenyang, Liaoning 110001, P.R. China.

Department of Urology, The First Hospital of China Medical University, Shenyang, Liaoning 110001, P.R. China.

出版信息

Exp Ther Med. 2019 Sep;18(3):2140-2152. doi: 10.3892/etm.2019.7807. Epub 2019 Jul 24.

Abstract

Glioblastoma multiforme (GBM) is the most malignant primary tumour type of the central nervous system with limited therapeutic options and poor prognosis, and its pathogenic mechanisms have remained to be fully elucidated. Aberrant DNA methylation is involved in multiple biological processes and may contribute to the occurrence and development of GBM by affecting the expression of certain genes. However, the specific molecular mechanisms remain to be fully elucidated. The present study focused on uncovering differentially expressed genes with altered methylation status in GBM and aimed to discover novel biomarkers for the diagnosis and treatment of GBM. These genes were identified by combined analysis of multiple gene expression and methylation datasets from gene expression omnibus (GSE16011, GSE50161 and GSE 50923) to increase the reliability. In addition, The Cancer Genome Atlas (TCGA) dataset for GBM was used to test the stability of the results. Overall, 251 hypomethylated upregulated genes (Hypo-UGs) and 199 hypermethylated downregulated genes (Hyper-DGs) were identified in the present study. Functional enrichment analysis revealed that the Hypo-UGs are involved in the regulation of immune- and infection-associated signalling, while the Hyper-DGs are involved in the regulation of synaptic transmission. The three hub genes for Hyper-DGs (somatostatin, neuropeptide Y and adenylate cyclase 2) and five hub genes for Hypo-UGs [interleukin-8, matrix metalloproteinase (MMP)9, cyclin-dependent kinase 1, 2'-5'-oligoadenylate synthetase 1, C-X-C motif chemokine ligand 10 and MMP2] were identified by protein-protein interaction network analysis. Among the Hypo-UGs and Hyper-DGs, overexpression of C-type lectin domain containing 5A, epithelial membrane protein 3, solute carrier family 43 member 3, STEAP3 metalloreductase, tumour necrosis factor α-induced protein 6 and apolipoprotein B mRNA editing enzyme catalytic subunit 3G was significantly associated with poor prognosis in the TCGA and GSE16011 datasets (P<0.001). In conclusion, the present study uncovered numerous novel aberrantly methylated genes and pathways associated with GBM. Methylation-based markers, including the hub genes and prognostic genes identified, may potentially serve as markers for the diagnosis of GBM and targets for its treatment.

摘要

多形性胶质母细胞瘤(GBM)是中枢神经系统中最恶性的原发性肿瘤类型,治疗选择有限且预后较差,其致病机制仍有待充分阐明。异常的DNA甲基化参与多种生物学过程,可能通过影响某些基因的表达促进GBM的发生和发展。然而,具体的分子机制仍有待充分阐明。本研究聚焦于揭示GBM中甲基化状态改变的差异表达基因,旨在发现用于GBM诊断和治疗的新型生物标志物。通过对来自基因表达综合数据库(GSE16011、GSE50161和GSE50923)的多个基因表达和甲基化数据集进行联合分析来鉴定这些基因,以提高可靠性。此外,使用GBM的癌症基因组图谱(TCGA)数据集来检验结果的稳定性。总体而言,本研究鉴定出251个低甲基化上调基因(Hypo-UGs)和199个高甲基化下调基因(Hyper-DGs)。功能富集分析表明,Hypo-UGs参与免疫和感染相关信号的调控,而Hyper-DGs参与突触传递的调控。通过蛋白质-蛋白质相互作用网络分析鉴定出Hyper-DGs的三个枢纽基因(生长抑素、神经肽Y和腺苷酸环化酶2)以及Hypo-UGs的五个枢纽基因[白细胞介素-8、基质金属蛋白酶(MMP)9、细胞周期蛋白依赖性激酶1、2'-5'-寡腺苷酸合成酶1、C-X-C基序趋化因子配体10和MMP2]。在Hypo-UGs和Hyper-DGs中,含C型凝集素结构域5A、上皮膜蛋白3、溶质载体家族43成员3、STEAP3金属还原酶、肿瘤坏死因子α诱导蛋白6和载脂蛋白B mRNA编辑酶催化亚基3G的过表达与TCGA和GSE16011数据集中的不良预后显著相关(P<0.001)。总之,本研究揭示了许多与GBM相关的新型异常甲基化基因和途径。基于甲基化的标志物,包括鉴定出的枢纽基因和预后基因,可能潜在地作为GBM诊断的标志物及其治疗的靶点。

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