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基于微小RNA介导的基因调控网络的系统研究表明,微小RNA-19a/细胞周期蛋白D1轴的失调赋予人类肝细胞癌致癌潜力和更差的预后。

A systematic investigation based on microRNA-mediated gene regulatory network reveals that dysregulation of microRNA-19a/Cyclin D1 axis confers an oncogenic potential and a worse prognosis in human hepatocellular carcinoma.

作者信息

Zhang Yanqiong, Guo Xiaodong, Li Zhiwei, Li Boan, Li Zhiyan, Li Ruisheng, Guo Qiuyan, Xiong Lu, Yu Lingxiang, Zhao Jingmin, Lin Na

机构信息

a Institute of Chinese Materia Medica; China Academy of Chinese Medical Sciences ; Beijing , China.

出版信息

RNA Biol. 2015;12(6):643-57. doi: 10.1080/15476286.2015.1022702.

Abstract

MicroRNAs (miRNAs) contribute to a wide variety of human diseases by regulating gene expression, leading to imbalances in gene regulatory networks. To discover novel hepatocellular carcinoma (HCC)-related miRNA-target axes and to elucidate their functions, we here performed a systematic investigation combining biological data acquisition and integration, miRNA-target prediction, network construction, functional assay and clinical validation. As a result, a total of 117 HCC differentially expressed miRNAs were identified, and 728 high confident target genes of these miRNAs were collected. Then, the interaction network of target genes was constructed and 221 key nodes with topological importance in the network were identified according to their topological features including degree, node-betweenness, closeness and K-coreness. Among these key nodes, Cyclin D1 had the highest node-betweenness, implying its bottleneck role in the network. Luciferase reporter assay confirmed that miRNA-19a, which was one of HCC downregulated miRNAs, directly targeted Cyclin D1 in HCC cells. Moreover, miR-19a might play inhibitory roles in HCC malignancy via regulating Cyclin D1 expression. Further clinical evidence also highlighted the prognostic potential of miR-19a/Cyclin D1 axis in HCC. In conclusion, this systematic investigation provides a framework to identify featured miRNAs and their target genes which are potent effectors in the occurrence and development of HCC. More importantly, miR-19a/Cyclin D1 axis might have promising applications as a therapeutic target and a prognostic marker for patients with HCC.

摘要

微小RNA(miRNA)通过调节基因表达,导致基因调控网络失衡,从而引发多种人类疾病。为了发现新的与肝细胞癌(HCC)相关的miRNA-靶标轴,并阐明其功能,我们在此进行了一项系统研究,结合了生物学数据采集与整合、miRNA-靶标预测、网络构建、功能测定和临床验证。结果,共鉴定出117个HCC差异表达的miRNA,并收集了这些miRNA的728个高可信度靶基因。然后构建了靶基因的相互作用网络,并根据包括度、节点中介中心性、紧密性和K-核数等拓扑特征,在网络中鉴定出221个具有拓扑重要性的关键节点。在这些关键节点中,细胞周期蛋白D1(Cyclin D1)具有最高的节点中介中心性,这意味着它在网络中起瓶颈作用。荧光素酶报告基因检测证实,作为HCC下调的miRNA之一,miRNA-19a在HCC细胞中直接靶向Cyclin D1。此外,miR-19a可能通过调节Cyclin D1表达在HCC恶性肿瘤中发挥抑制作用。进一步的临床证据也突出了miR-19a/Cyclin D1轴在HCC中的预后潜力。总之,这项系统研究提供了一个框架,用于识别在HCC发生和发展中起重要作用的特征性miRNA及其靶基因。更重要的是,miR-19a/Cyclin D1轴可能作为HCC患者的治疗靶点和预后标志物具有广阔的应用前景。

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