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Identification of potentially critical differentially methylated genes in nasopharyngeal carcinoma: A comprehensive analysis of methylation profiling and gene expression profiling

机译:鼻咽癌中潜在的关键差异甲基化基因的鉴定:甲基化分析和基因表达分析的全面分析

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摘要

The present study aimed to identify potentially critical differentially methylated genes associated with the progression of nasopharyngeal carcinoma (NPC). Methylation profiling data of deposited in the Gene Expression Omnibus database were used to identify differentially methylated regions (DMRs) and differentially methylated CpG islands (DMIs). Concurrently, differentially expressed genes (DEGs) were identified using a meta-analysis of three gene expression datasets (, and ). Subsequently, methylated DEGs were identified by comparing DMRs and DEGs. Furthermore, functional associations of these methylated DEGs were analyzed via constructing a functional network using GeneMANIA prediction server. In total, 1,676 hypermethylated genes, 28 hypomethylated genes, 17 DMIs and 2,983 DEGs (1,655 upregulated and 1,328 downregulated) were identified. Among these DEGs, 135 downregulated genes were hypermethylated; of these, dual specificity phosphatase 6 (DUSP6) and tenascin XB (TNXB) contained DMIs. In the functional network, 154 genes and 1,651 association pairs were included. DUSP6 was predicted to exhibit genetic interactions with other hypermethylated DEGs such as malic enzyme 3 and ST3 β-galactoside α-2,3-sialyltransferase 5; TNXB was predicted to be co-expressed with a set of hypermethylated DEGs, including EPH receptor B6, aldehyde dehydrogenase 1 family, member L1 and glutathione peroxidase 3. The hypermethylated DEGs may be involved in the progression of NPC, and they may become novel therapeutic targets for NPC.
机译:本研究旨在确定与鼻咽癌(NPC)的进展相关的潜在的关键差异甲基化基因。基因表达综合数据库中存放的甲基化分析数据用于鉴定差异甲基化区域(DMR)和差异甲基化CpG岛(DMI)。同时,使用三个基因表达数据集(和)的荟萃分析确定了差异表达基因(DEG)。随后,通过比较DMR和DEG来鉴定甲基化的DEG。此外,通过使用GeneMANIA预测服务器构建功能网络来分析这些甲基化DEG的功能关联。总共鉴定出1,676个高甲基化基因,28个低甲基化基因,17个DMI和2,983个DEG(上调了1,655个,下调了1,328个)。在这些DEG中,有135个下调的基因被甲基化。其中,双特异性磷酸酶6(DUSP6)和腱糖XB(TNXB)含有DMI。在功能网络中,包括了154个基因和1,651个关联对。预测DUSP6与其他高甲基化DEG,例如苹果酸酶3和ST3β-半乳糖苷α-2,3-唾液酸转移酶5发生遗传相互作用。预计TNXB与一组高甲基化的DEGs共表达,包括EPH受体B6,醛脱氢酶1家族,成员L1和谷胱甘肽过氧化物酶3。高甲基化的DEGs可能与NPC的发展有关,它们可能成为新的治疗方法。 NPC的目标。

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