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Comprehensive analysis of a long non-coding RNA-mediated competitive endogenous RNA network in glioblastoma multiforme

机译:综合分析胶质母细胞瘤中长的非编码RNA介导的竞争性内源RNA网络

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摘要

The present bioinformatics study focused on glioblastoma multiforme (GBM; grade IV glioma), a common and aggressive type of primary malignant brain tumor in adults. Long non-coding RNAs (lncRNAs) function as competing endogenous RNAs (ceRNA) to regulate gene expression by interacting with microRNAs (miRNAs) in cancer. These mechanisms and phenomenon are always present but they may be deregulated or activated in cancer. In the present study, a computational method was applied to construct lncRNA-mediated ceRNA networks by integrating lncRNA and mRNA expression profiles and miRNA-mediated interactions, and functional Gene Ontology (GO) and pathway analyses were performed. From the ceRNA network, a total of 7 miRNAs, 159 lncRNAs and 31 mRNAs were obtained that were differentially expressed between GBM and adjacent tissue groups. Through survival analysis based on these RNAs from the ceRNA network, 2 mRNAs and 14 lncRNAs that had a significant impact on the survival of GBM patients were identified. Subsequently, GO and pathway analyses revealed that certain functions of the differentially expressed mRNAs were associated with processes important for the pathogenesis of GBM. The biological functions of several miRNA-mediated ceRNAs in GBM were predicted. The present study provides novel insight that may enhance the understanding of the functions of ceRNAs in GBM, as well as biomarkers for the development of therapies for GBM.
机译:目前的生物信息学研究集中于多形性胶质母细胞瘤(GBM; IV级神经胶质瘤),这是成年人中常见且具有侵略性的原发性恶性脑肿瘤。长的非编码RNA(lncRNA)充当竞争性内源RNA(ceRNA),通过与癌症中的microRNA(miRNA)相互作用来调节基因表达。这些机制和现象始终存在,但在癌症中可能会被放松或激活。在本研究中,通过整合lncRNA和mRNA表达谱以及miRNA介导的相互作用,将一种计算方法应用于构建lncRNA介导的ceRNA网络,并进行了功能基因本体论(GO)和途径分析。从ceRNA网络中,获得了总共7个miRNA,159个lncRNA和31个mRNA,它们在GBM和邻近组织组之间差异表达。通过基于ceRNA网络中这些RNA的生存分析,鉴定出对GBM患者生存具有重大影响的2个mRNA和14个lncRNA。随后,GO和途径分析表明,差异表达的mRNA的某些功能与GBM发病机理重要的过程有关。预测了GBM中几种miRNA介导的ceRNA的生物学功能。本研究提供了新颖的见解,可增强对GBM中ceRNA功能的理解,以及生物标志物用于GBM疗法的发展。

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