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通过综合微阵列分析鉴定肝细胞癌中潜在的功能性环状RNA-微小RNA-信使RNA调控网络

Identification of Potentially Functional CircRNA-miRNA-mRNA Regulatory Network in Hepatocellular Carcinoma by Integrated Microarray Analysis.

作者信息

Lin Xiaoming, Chen Yuhan

机构信息

Department of Ultrasound, First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China (mainland).

Department of Radiation Oncology, Zhongshan Hospital, Fudan University, Shanghai, China (mainland).

出版信息

Med Sci Monit Basic Res. 2018 Apr 30;24:70-78. doi: 10.12659/MSMBR.909737.

Abstract

BACKGROUND Hepatocellular carcinoma (HCC) is the most common malignancy of the liver and recent studies have revealed that circular RNA (circRNA) plays an important role in the pathogenesis of HCC. Some circRNAs may act as a microRNA (miRNA) sponge to affect miRNA activities in the regulation of messenger RNA (mRNA) expression. However, the circRNA-miRNA-mRNA network in HCC remains largely unknown. MATERIAL AND METHODS The circRNA expression profiles (GSE94508 and GSE97332), miRNA and mRNA expression profile (GSE22058) were downloaded from Gene Expression Omnibus microarray data and then a circRNA-miRNA-mRNA regulatory network in HCC was constructed. Gene Ontology (GO) analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis of differentially expressed (DE) genes were performed. The functional circRNA-miRNA-mRNA regulatory modules were constructed using cytoHubba plugin based on Cytoscape and KEGG enrichment analysis. RESULTS The network contained 60 circRNA-miRNA pairs and 4982 miRNA-mRNA pairs, including 29 circRNAs, 16 miRNAs, and 1249 mRNAs. GO and KEGG pathway analysis revealed the network might be involved in the procession of carcinogenesis such as cell proliferation, cell cycle, and p53 signaling pathway. In addition, 3 top ranked circRNAs (hsa_circ_0078279, hsa_circ_0007456, and hsa_circ_0004913) related networks were identified to be highly correlated with the pathogenesis of HCC. Furthermore, the functional circRNA-miRNA-mRNA regulatory modules were constructed based on the 3 top-ranked circRNAs and those DE genes enriched in carcinogenesis related pathways. CONCLUSIONS This study suggests that a specific circRNA-miRNA-mRNA network is associated with the carcinogenesis of HCC, which might aid in the identification of molecular biomarkers and therapeutic targets for HCC.

摘要

背景 肝细胞癌(HCC)是最常见的肝脏恶性肿瘤,最近的研究表明环状RNA(circRNA)在HCC的发病机制中起重要作用。一些circRNA可能充当微小RNA(miRNA)海绵,在信使RNA(mRNA)表达调控中影响miRNA活性。然而,HCC中的circRNA-miRNA-mRNA网络仍 largely未知。材料与方法 从基因表达综合微阵列数据下载circRNA表达谱(GSE94508和GSE97332)、miRNA和mRNA表达谱(GSE22058),然后构建HCC中的circRNA-miRNA-mRNA调控网络。对差异表达(DE)基因进行基因本体(GO)分析和京都基因与基因组百科全书(KEGG)通路分析。基于Cytoscape和KEGG富集分析,使用cytoHubba插件构建功能性circRNA-miRNA-mRNA调控模块。结果 该网络包含60对circRNA-miRNA和4982对miRNA-mRNA,包括29个circRNA、16个miRNA和1249个mRNA。GO和KEGG通路分析显示该网络可能参与细胞增殖、细胞周期和p53信号通路等致癌过程。此外,鉴定出3个排名靠前的circRNA(hsa_circ_0078279、hsa_circ_0007456和hsa_circ_0004913)相关网络与HCC发病机制高度相关。此外,基于3个排名靠前的circRNA和那些富集在致癌相关通路中的DE基因构建了功能性circRNA-miRNA-mRNA调控模块。结论 本研究表明特定的circRNA-miRNA-mRNA网络与HCC的致癌作用相关,这可能有助于鉴定HCC的分子生物标志物和治疗靶点。

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