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Identification of microRNA-regulated pathways using an integration of microRNA-mRNA microarray and bioinformatics analysis in CD34+ cells of myelodysplastic syndromes

机译:在骨髓增生异常综合症CD34 +细胞中使用microRNA-mRNA微阵列整合和生物信息学分析鉴定microRNA调控的途径

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The effect of microRNA (miRNA) and targeted mRNA on signal transduction is not fully understood in myelodysplastic syndromes (MDS). Here, we tried to identify the miRNAs-regulated pathways through a combination of miRNA and mRNA microarray in CD34+ cells from MDS patients. We identified 34 differentially expressed miRNAs and 1783 mRNAs in MDS. 25 dysregulated miRNAs and 394 targeted mRNAs were screened by a combination of Pearson's correlation analysis and software prediction. Pathway analysis showed that several pathways such as Notch, PI3K/Akt might be regulated by those miRNA-mRNAs pairs. Through a combination of Pathway and miRNA-Gene or GO-Network analysis, miRNAs-regulated pathways, such as miR-195-5p/DLL1/Notch signaling pathway, were identified. Further qRT-PCR showed that miR-195-5p was up-regulated while DLL1 was down-regulated in patients with low-grade MDS compared with normal controls. Luciferase assay showed that DLL1 was a direct target of miR-195-5p. Overexpression of miR-195-5p led to increased cell apoptosis and reduced cell growth through inhibition of Notch signaling pathway. In conclusion, alteration expression of miRNAs and targeted mRNAs might have an important impact on cancer-related cellular pathways in MDS. Inhibition of Notch signaling pathway by miR-195-5p-DLL1 axis contributes to the excess apoptosis in low-grade MDS.
机译:在骨髓增生异常综合症(MDS)中,尚未完全了解microRNA(miRNA)和靶向mRNA对信号转导的作用。在这里,我们试图通过结合miRNA和mRNA微阵列来鉴定MDS患者CD34 +细胞中miRNA调控的途径。我们在MDS中鉴定了34个差异表达的miRNA和1783 mRNA。通过Pearson相关分析和软件预测相结合,筛选了25种失调的miRNA和394种靶向mRNA。途径分析表明,诸如Notch,PI3K / Akt之类的几种途径可能受这些miRNA-mRNA对的调控。通过结合途径和miRNA基因或GO网络分析,鉴定了miRNA调控的途径,例如miR-195-5p / DLL1 / Notch信号途径。进一步的qRT-PCR显示,与正常对照组相比,低级MDS患者miR-195-5p上调,而DLL1下调。萤光素酶检测显示DLL1是miR-195-5p的直接靶标。 miR-195-5p的过表达通过抑制Notch信号通路导致细胞凋亡增加和细胞生长减少。总之,miRNA和靶向mRNA的表达变化可能会对MDS中与癌症相关的细胞途径产生重要影响。 miR-195-5p-DLL1轴对Notch信号通路的抑制导致了低级MDS中的过度凋亡。

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