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MR-05GLIOMA STEM CELL SPECIFIC microRNA-mRNA INTERACTION NETWORK

机译:MR-05GLIOMA干细胞特异性microRNA-mRNA相互作用网络

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摘要

microRNAs have been shown to have oncogenic or tumor suppressor function in glioblastoma (GBM). It has been postulated that there exists an extensive microRNA-mediated RNA-RNA interaction network in GBMs utilizing systems biology approach supporting a competitive endogenous RNA (ce-RNA). MicroRNAs have functional relevance in the regulation of critical genes and pathways implicated in the maintenance of glioma stem cell (GSC) properties. To address this, we have applied biochemical methods to establish direct miRNA-mRNA interaction network relevant and specific to GSCs. To avoid inclusion of the inherent bias of miRNA-target prediction algorithms, we have generated an unbiased global miRNA mediated RNA-RNA interactome by performing RNA-sequencing all RNA species (small and large RNAs) isolated from AGO2-microRNA-induced silencing complex (miRISC) of GSCs and normal human neural stem cells (hNSCs). Additionally, we have also established this interactome after exposure of GSCs and normal hNSCs to hypoxia, a key tumor micro-environmental factor that is known to be pivotal in generating GBM heterogeneity. In all, three independent GSC lines and one NSC line were profiled, and results compared with each other. miRNA-mRNA interaction nodes were determined by RNA read counts from RNA-seq data and combinations of miRNA target prediction softwares. The rank order list of miRNA-mRNA interaction nodes generated from RNA sequence reads reveals that enrichment of specific RNAs in functional AGO2-miRISC is not a direct function of their relative abundance in cells, thus this biochemically generated interactome is distinct from that generated by bioinformatics tools. Our data shows that MYC as one of the key networks targetted by microRNAs specifically in GSCs under hypoxic conditions. We demonstrate that scope and influence of GSC specific miRNA-mRNA network and specific nodes of this interactome varies with hypoxia and tumor region in GBMs
机译:在成胶质细胞瘤(GBM)中,microRNA已显示具有致癌或抑癌功能。据推测,GBM中利用支持竞争性内源RNA(ce-RNA)的系统生物学方法,存在着广泛的microRNA介导的RNA-RNA相互作用网络。 MicroRNA在调节关键基因和涉及胶质瘤干细胞(GSC)特性维持的途径中具有功能相关性。为了解决这个问题,我们已经应用生化方法建立了与GSC相关且特异的直接miRNA-mRNA相互作用网络。为避免包含miRNA靶标预测算法的固有偏差,我们通过对从AGO2-microRNA诱导的沉默复合体(AGO2-microRNA)分离的所有RNA种类(大小RNA)进行RNA测序,从而生成了无偏见的全球miRNA介导的RNA-RNA相互作用组。 GSC和正常人神经干细胞(hNSC)。此外,我们还将GSC和正常hNSC暴露于缺氧后建立了这个相互作用组,缺氧是已知的关键微环境因子,在形成GBM异质性中起关键作用。共绘制了3条独立的GSC品系和1条NSC品系,并对结果进行了比较。通过从RNA序列数据和miRNA靶标预测软件的组合中读取RNA来确定miRNA-mRNA相互作用的节点。从RNA序列读取生成的miRNA-mRNA相互作用节点的排序列表显示,功能性AGO2-miRISC中特定RNA的富集并不是它们在细胞中相对丰度的直接函数,因此,这种生化生成的相互作用基因组与生物信息学产生的相互作用基因组不同工具。我们的数据表明,MYC是microRNA在缺氧条件下专门针对GSC的microRNA靶向的关键网络之一。我们证明了GSC特异的miRNA-mRNA网络和该相互作用组的特定结节的范围和影响会随着缺氧和GBMs肿瘤区域的变化而变化

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