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lncRNA相关ceRNA网络的综合分析揭示lncRNAs作为人类肌肉浸润性膀胱癌潜在的预后生物标志物。

Integrative analysis of the lncRNA-associated ceRNA network reveals lncRNAs as potential prognostic biomarkers in human muscle-invasive bladder cancer.

作者信息

Lyu Lei, Xiang Wei, Zhu Jin-Yan, Huang Tao, Yuan Jing-Dong, Zhang Chuan-Hua

机构信息

Department of Urology, Wuhan No. 1 Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei Province, People's Republic of China.

出版信息

Cancer Manag Res. 2019 Jul 4;11:6061-6077. doi: 10.2147/CMAR.S207336. eCollection 2019.

Abstract

BACKGROUND

Long noncoding RNAs (lncRNAs) play important roles in competing endogenous RNA (ceRNA) networks involved in the development and progression of various cancers, including muscle-invasive bladder cancer (MIBC).

PURPOSE

This study aims to construct the lncRNA-associated ceRNA network and identify lncRNA signatures correlated with the clinical features of MIBC tissue samples from The Cancer Genome Atlas (TGCA) database.

METHODS

The differential expression profiles of MIBC associated lncRNAs, miRNAs and mRNAs were obtained from TCGA. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were performed to determine the principal functions of significantly dysregulated mRNAs. The dysregulated lncRNA-associated ceRNA network of MIBC was constructed based on the bioinformatics data, and the correlations between lncRNA expression and clinical features were analyzed using a weighted gene coexpression network analysis (WGCNA). Six cancer specific lncRNAs from the ceRNA network were randomly selected to detect their expression in 32 paired MIBC tissue samples and 5 bladder cancer cell lines using quantitative real-time polymerase chain reaction (qRT-PCR).

RESULTS

The ceRNA network was constructed with 30 lncRNAs, 13 miRNAs and 32 mRNAs. Seventeen lncRNAs in the ceRNA network correlated with certain clinical features, and only 1 lncRNA (MIR137HG) correlated with the overall survival (OS) of patients with MIBC (log-rank test <0.05). GO and KEGG analyses revealed roles for the potential mRNA targets of MIR137HG in epithelial cell differentiation and the peroxisome proliferator-activated receptor (PPAR) and tumor necrosis factor (TNF) signaling pathways. The expression data from TCGA were highly consistent with the verification results of the MIBC tissue samples and bladder cancer cell lines.

CONCLUSION

These findings improve our understanding of the regulatory mechanism of the lncRNA-miRNA-mRNA ceRNA network and reveal potential lncRNAs as prognostic biomarkers of MIBC.

摘要

背景

长链非编码RNA(lncRNAs)在竞争性内源性RNA(ceRNA)网络中发挥重要作用,该网络参与包括肌肉浸润性膀胱癌(MIBC)在内的各种癌症的发生和发展。

目的

本研究旨在构建lncRNA相关的ceRNA网络,并从癌症基因组图谱(TGCA)数据库中识别与MIBC组织样本临床特征相关的lncRNA特征。

方法

从TCGA获得MIBC相关lncRNAs、miRNAs和mRNAs的差异表达谱。进行基因本体论(GO)和京都基因与基因组百科全书(KEGG)通路富集分析,以确定显著失调的mRNAs的主要功能。基于生物信息学数据构建MIBC失调的lncRNA相关ceRNA网络,并使用加权基因共表达网络分析(WGCNA)分析lncRNA表达与临床特征之间的相关性。从ceRNA网络中随机选择6个癌症特异性lncRNAs,使用定量实时聚合酶链反应(qRT-PCR)检测它们在32对MIBC组织样本和5种膀胱癌细胞系中的表达。

结果

构建了包含30个lncRNAs、13个miRNAs和32个mRNAs的ceRNA网络。ceRNA网络中的17个lncRNAs与某些临床特征相关,只有1个lncRNA(MIR137HG)与MIBC患者的总生存期(OS)相关(对数秩检验<0.05)。GO和KEGG分析揭示了MIR137HG潜在mRNA靶点在上皮细胞分化以及过氧化物酶体增殖物激活受体(PPAR)和肿瘤坏死因子(TNF)信号通路中的作用。来自TCGA的表达数据与MIBC组织样本和膀胱癌细胞系的验证结果高度一致。

结论

这些发现增进了我们对lncRNA-miRNA-mRNA ceRNA网络调控机制的理解,并揭示了潜在的lncRNAs作为MIBC的预后生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/02c1/6614857/6f26335b4b53/CMAR-11-6061-g0001.jpg

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