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An integrated methylation and gene expression microarray analysis reveals significant prognostic biomarkers in oral squamous cell carcinoma

机译:整合的甲基化和基因表达微阵列分析显示口腔鳞状细胞癌的重要预后生物标志物

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摘要

Oral squamous cell carcinoma (OSCC) is a life-threatening disease with a poor prognosis. Although previous studies have reported that the methylation of certain genes is associated with the pathogenesis of OSCC, the methylation of genes that have relevance to OSCC progression is not clearly documented. The present study aimed to gain insights into the mechanisms underlying DNA methylation regulation associated with OSCC progression and to identify potential prognostic markers for OSCC treatment. DNA methylation dataset and gene expression dataset were downloaded from the Gene Expression Omnibus database. The global methylation status of OSCC tumor samples and normal control samples was determined, and differentially methylated genes (DMGs) in OSCC samples compared with control samples were identified. The mRNA expression data were then integrated to identify differentially expressed genes (DEGs) in OSCC samples compared with control samples. Overlapping genes between DEGs and DMGs were identified, and functional enrichment analysis was performed. In addition, survival analysis of the overlapping genes was performed to screen genes with prognostic significance in OSCC. A total of 40,115 differential methylation CpG sites spanning 3,360 DMGs were identified; CpG sites in the promoter, gene body and intergenic regions were generally highly hypermethylated or hypomethylated. Additionally, 508 DEGs in OSCC samples were identified, including 332 upregulated and 176 downregulated genes. A total of 82 overlapping genes between DEGs and DMGs were found, which were mainly involved in protein metabolism, regulation of the metabolic process and the immune system. Additionally, differential methylation or expression of several genes, including fibroblast activation protein α (FAP), interferon α inducible protein 27 (IFI27), laminin subunit γ2 (LAMC2), matrix metallopeptidase 1 (MMP1), serine peptidase inhibitor Kazal-type 5 (SPINK5) and zinc finger protein 662 (ZNF662), was significantly associated with the survival of OSCC patients, and their differential expression in OSCC patients was further confirmed by reverse transcription-quantitative polymerase chain reaction in OSCC and normal oral cell lines. Overall, FAP, IFI27, LAMC2, MMP1, SPINK5 and ZNF662 genes caused by epigenetic changes via DNA methylation may be associated with the development and progression of OSCC, and should be valuable OSCC therapeutic biomarkers.
机译:口腔鳞状细胞癌(OSCC)是威胁生命的疾病,预后不良。尽管以前的研究已经报道某些基因的甲基化与OSCC的发病机理有关,但是与OSCC进程相关的基因的甲基化尚未明确记录。本研究旨在深入了解与OSCC进展相关的DNA甲基化调控的基本机制,并确定OSCC治疗的潜在预后标志物。从Gene Expression Omnibus数据库下载DNA甲基化数据集和基因表达数据集。确定OSCC肿瘤样品和正常对照样品的总体甲基化状态,并鉴定OSCC样品与对照样品相比的差异甲基化基因(DMG)。然后整合mRNA表达数据,以鉴定OSCC样品中与对照样品相比的差异表达基因(DEG)。确定了DEG和DMG之间的重叠基因,并进行了功能富集分析。此外,对重叠基因进行了生存分析,以筛选具有OSCC预后意义的基因。总共鉴定了40,115个甲基化CpG差异位点,跨越3,360个DMG。启动子,基因体和基因间区域中的CpG位点通常是高度高甲基化或低甲基化的。此外,在OSCC样品中鉴定出508个DEG,包括332个上调基因和176个下调基因。在DEGs和DMGs之间总共发现了82个重叠基因,这些基因主要参与蛋白质代谢,代谢过程的调节和免疫系统。此外,几个基因的差异甲基化或表达包括成纤维细胞活化蛋白α(FAP),干扰素α诱导蛋白27(IFI27),层粘连蛋白亚基γ2(LAMC2),基质金属肽酶1(MMP1),丝氨酸肽酶抑制剂Kazal型5( SPINK5和锌指蛋白662(ZNF662)与OSCC患者的存活率显着相关,并且OSCC患者和正常口腔细胞系中的逆转录定量聚合酶链反应进一步证实了它们在OSCC患者中的差异表达。总体而言,由DNA甲基化引起的表观遗传变化引起的FAP,IFI27,LAMC2,MMP1,SPINK5和ZNF662基因可能与OSCC的发生和发展有关,应该成为OSCC有价值的治疗生物标志物。

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