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构建并综合分析竞争性内源RNA网络以揭示肝细胞癌潜在的预后生物标志物。

Construction and comprehensive analysis of a ceRNA network to reveal potential prognostic biomarkers for hepatocellular carcinoma.

作者信息

Long Junyu, Bai Yi, Yang Xiaobo, Lin Jianzhen, Yang Xu, Wang Dongxu, He Li, Zheng Yongchang, Zhao Haitao

机构信息

1Department of Liver Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China.

2Department of Medicine, University of Alabama at Birmingham, Birmingham, AL USA.

出版信息

Cancer Cell Int. 2019 Apr 11;19:90. doi: 10.1186/s12935-019-0817-y. eCollection 2019.

Abstract

BACKGROUND

Long noncoding RNAs (lncRNAs) can act as microRNA (miRNA) sponges to regulate protein-coding gene expression; therefore, lncRNAs are considered a major part of the competitive endogenous RNA (ceRNA) network and have attracted growing attention. The present study explored the regulatory mechanisms and functional roles of lncRNAs as ceRNAs in hepatocellular carcinoma (HCC) and their potential impact on HCC patient prognosis.

METHODS

In this study, we systematically studied the expression profiles and prognostic value of lncRNA, miRNA, and mRNA from a total of 838 HCC patients from five HCC cohorts (TCGA, GSE54236, GSE76427, GSE64041 and GSE14520). The TCGA, GSE54236 and GSE76427 HCC cohorts were utilized to establish a prognosis-related network of dysregulated ceRNAs by bioinformatics methods. The GSE64041 and GSE14520 HCC cohorts were utilized to verify the expression of candidate genes.

RESULTS

In total, 721 lncRNAs, 73 miRNAs, and 1563 mRNAs were aberrantly expressed in HCC samples. A ceRNA network including 26 lncRNAs, four miRNAs, and six mRNAs specific to HCC was established. The survival analysis showed that four lncRNAs (MYCNOS, DLX6-AS1, LINC00221, and CRNDE) and two mRNAs (CCNB1 and SHCBP1) were prognostic biomarkers for patients with HCC in both the TCGA and GEO databases.

CONCLUSION

The proposed ceRNA network may help elucidate the regulatory mechanism by which lncRNAs function as ceRNAs and contribute to the pathogenesis of HCC. Importantly, the candidate lncRNAs, miRNAs, and mRNAs involved in the ceRNA network can be further evaluated as potential therapeutic targets and prognostic biomarkers for HCC.

摘要

背景

长链非编码RNA(lncRNAs)可作为微小RNA(miRNA)的海绵体来调节蛋白质编码基因的表达;因此,lncRNAs被认为是竞争性内源RNA(ceRNA)网络的主要组成部分,并已引起越来越多的关注。本研究探讨了lncRNAs作为ceRNAs在肝细胞癌(HCC)中的调控机制和功能作用及其对HCC患者预后的潜在影响。

方法

在本研究中,我们系统地研究了来自五个HCC队列(TCGA、GSE54236、GSE76427、GSE64041和GSE14520)的总共838例HCC患者的lncRNA、miRNA和mRNA的表达谱及预后价值。利用TCGA、GSE54236和GSE76427 HCC队列通过生物信息学方法建立失调ceRNAs的预后相关网络。利用GSE64041和GSE14520 HCC队列验证候选基因的表达。

结果

HCC样本中总共721个lncRNAs、73个miRNAs和1563个mRNAs异常表达。建立了一个包含26个lncRNAs、4个miRNAs和6个HCC特异性mRNAs的ceRNA网络。生存分析表明,在TCGA和GEO数据库中,四个lncRNAs(MYCNOS、DLX6-AS1、LINC00221和CRNDE)和两个mRNAs(CCNB1和SHCBP1)是HCC患者的预后生物标志物。

结论

所提出的ceRNA网络可能有助于阐明lncRNAs作为ceRNAs发挥作用的调控机制,并有助于HCC的发病机制。重要的是,ceRNA网络中涉及的候选lncRNAs、miRNAs和mRNAs可作为HCC潜在的治疗靶点和预后生物标志物进行进一步评估。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0dc3/6458652/3fcf6d8f20ff/12935_2019_817_Fig1_HTML.jpg

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