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肝细胞癌中构成竞争性内源RNA网络的预后性长链非编码RNA、微小RNA和信使RNA的全基因组分析

Genome-Wide Analysis of Prognostic lncRNAs, miRNAs, and mRNAs Forming a Competing Endogenous RNA Network in Hepatocellular Carcinoma.

作者信息

Lin Peng, Wen Dong-Yue, Li Qing, He Yun, Yang Hong, Chen Gang

机构信息

Department of Medical Ultrasonics, First Affiliated Hospital of Guangxi Medical University, Nanning, China.

Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, China.

出版信息

Cell Physiol Biochem. 2018;48(5):1953-1967. doi: 10.1159/000492519. Epub 2018 Aug 9.

Abstract

BACKGROUND/AIMS: Hepatocellular carcinoma (HCC) is the most prevalent subtype of primary liver tumor worldwide. Growing evidence has led to a consensus that long non-coding RNAs (lncRNAs) have considerable influence on tumorigenesis and tumor progression of HCC via the mechanism of competing endogenous RNAs (ceRNAs).

METHODS

Here, we systematically investigated the expression landscape and clinical prognostic value of lncRNAs, micorRNAs (miRNAs), and mRNAs from The Cancer Genome Atlas. Differentially expressed RNAs were submitted to Cox regression analysis and the construction of prognostic indexes. A lncRNA-miRNA-mRNA regulatory network was then constructed based on interaction information derived from miRcode, TargetScan, miRTarBase, and miRDB. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes analyses were performed to reveal and determine the functional roles of the ceRNA network in the prognosis of HCC.

RESULTS

We detected 77 differentially expressed lncRNAs, 29 differentially expressed miRNAs, and 1014 differentially expressed mRNAs in HCC, which were significantly associated with the overall survival of patients with HCC. We developed three prognostic prediction models that showed moderate predicting prognosis performance and were highly correlated with tumor burden, histological grade and pathological stage. Additionally, 10 survival-related lncRNAs, 6 survival-related miRNAs, and 31 survival-related mRNAs were included to develop a ceRNA network. Further functional enrichment analysis suggested that the ceRNA network was associated with a dismal prognosis for patients with HCC by disturbing the homeostasis of the cell cycle.

CONCLUSION

Together, our study highlights the significant roles of lncRNAs in the development and implementation of monitoring surveillance and prognosis of HCC and provides a deeper understanding of the lncRNA-related ceRNA regulatory mechanism in the pathogenesis of HCC.

摘要

背景/目的:肝细胞癌(HCC)是全球最常见的原发性肝肿瘤亚型。越来越多的证据表明,长链非编码RNA(lncRNA)通过竞争性内源RNA(ceRNA)机制对HCC的肿瘤发生和肿瘤进展具有重要影响。

方法

在此,我们系统地研究了来自癌症基因组图谱的lncRNA、微小RNA(miRNA)和mRNA的表达谱及临床预后价值。将差异表达的RNA进行Cox回归分析并构建预后指标。然后基于从miRcode、TargetScan、miRTarBase和miRDB获得的相互作用信息构建lncRNA-miRNA-mRNA调控网络。进行基因本体论和京都基因与基因组百科全书分析,以揭示和确定ceRNA网络在HCC预后中的功能作用。

结果

我们在HCC中检测到77种差异表达的lncRNA、29种差异表达的miRNA和1014种差异表达的mRNA,它们与HCC患者的总生存期显著相关。我们开发了三种预后预测模型,这些模型显示出中等的预后预测性能,并且与肿瘤负荷、组织学分级和病理分期高度相关。此外,纳入10种与生存相关的lncRNA、6种与生存相关的miRNA和31种与生存相关的mRNA以构建ceRNA网络。进一步的功能富集分析表明,ceRNA网络通过扰乱细胞周期的稳态与HCC患者的不良预后相关。

结论

总之,我们的研究突出了lncRNA在HCC监测和预后的发展与实施中的重要作用,并为HCC发病机制中与lncRNA相关的ceRNA调控机制提供了更深入的理解。

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