Chen Yimin, Chen Shuyi, Lu Jielun, Yuan Danyun, He Lang, Qin Pengfei, Tan Huo, Xu Lihua
Department of Hematology, The First Affiliated Hospital of Guangzhou Medical University.
Department of Urology and Minimally Invasive Surgery Center, The First Affiliated Hospital of Guangzhou Medical University, Guangdong Key Laboratory of Urology, Guangzhou Institute of Urology.
Medicine (Baltimore). 2021 May 7;100(18):e25807. doi: 10.1097/MD.0000000000025807.
Runt-related transcription factor 1 (RUNX1) is one of the most frequently mutated genes in most of hematological malignancies, especially in acute myeloid leukemia. In the present study, we aimed to identify the key genes and microRNAs based on acute myeloid leukemia with RUNX1 mutation. The newly finding targeted genes and microRNA associated with RUNX1 may benefit to the clinical treatment in acute myeloid leukemia.
MATERIAL/METHODS: The gene and miRNA expression data sets relating to RUNX1 mutation and wild-type adult acute myeloid leukemia (AML) patients were downloaded from The Cancer Genome Atlas database. Differentially expressed miRNAs and differentially expressed genes (DEGs) were identified by edgeR of R platform. Gene ontology and the Kyoto Encyclopedia of Genes and Genomes enrichment analyses were performed by Metascape and Gene set enrichment analysis. The protein-protein interaction network and miRNA-mRNA regulatory network were performed by Search Tool for the Retrieval of Interacting Genes database and Cytoscape software.
A total of 27 differentially expressed miRNAs (25 upregulated and 2 downregulated) and 561 DEGs (429 upregulated and 132 downregulated) were identified. Five miRNAs (miR-151b, miR-151a-5p, let-7a-2-3p, miR-363-3p, miR-20b-5p) had prognostic significance in AML. The gene ontology analysis showed that upregulated DEGs suggested significant enrichment in MHC class II protein complex, extracellular structure organization, blood vessel development, cell morphogenesis involved in differentiation, embryonic morphogenesis, regulation of cell adhesion, and so on. Similarly, the downregulated DEGs were mainly enriched in secretory granule lumen, extracellular structure organization. In the gene set enrichment analysis of Kyoto Encyclopedia of Genes and Genomes pathways, the RUNX1 mutation was associated with adherent junction, WNT signaling pathway, JAK-STAT signaling pathway, pathways in cancer, cell adhesion molecules CAMs, MAPK signaling pathway. Eleven genes (PPBP, APP, CCR5, HLA-DRB1, GNAI1, APLNR, P2RY14, C3AR1, HTR1F, CXCL12, GNG11) were simultaneously identified by hub gene analysis and module analysis. MicroRNA-363-3p may promote the development of RUNX1 mutation AML, targeting SPRYD4 and FNDC3B. In addition, the RUNX1 mutation rates in patient were obviously correlated with age, white blood cell, FAB type, risk(cyto), and risk(molecular) (P < .05).
Our findings have indicated that multiple genes and microRNAs may play a crucial role in RUNX1 mutation AML. MicroRNA-363-3p may promote the development of RUNX1 mutation AML by targeting SPRYD4 and FNDC3B.
runt相关转录因子1(RUNX1)是大多数血液系统恶性肿瘤中最常发生突变的基因之一,尤其是在急性髓系白血病中。在本研究中,我们旨在基于RUNX1突变的急性髓系白血病鉴定关键基因和微小RNA。新发现的与RUNX1相关的靶向基因和微小RNA可能有助于急性髓系白血病的临床治疗。
材料/方法:从癌症基因组图谱数据库下载与RUNX1突变和野生型成人急性髓系白血病(AML)患者相关的基因和miRNA表达数据集。通过R平台的edgeR鉴定差异表达的miRNA和差异表达基因(DEG)。通过Metascape和基因集富集分析进行基因本体论和京都基因与基因组百科全书富集分析。通过检索相互作用基因数据库的搜索工具和Cytoscape软件构建蛋白质-蛋白质相互作用网络和miRNA-mRNA调控网络。
共鉴定出27个差异表达的miRNA(25个上调和2个下调)和561个DEG(429个上调和132个下调)。5个miRNA(miR-151b、miR-151a-5p、let-7a-2-3p、miR-363-3p、miR-20b-5p)在AML中具有预后意义。基因本体分析表明,上调的DEG在MHC II类蛋白复合物、细胞外结构组织、血管发育、参与分化的细胞形态发生、胚胎形态发生、细胞黏附调节等方面显著富集。同样,下调的DEG主要富集在分泌颗粒腔、细胞外结构组织。在京都基因与基因组百科全书通路的基因集富集分析中,RUNX1突变与黏着连接、WNT信号通路、JAK-STAT信号通路、癌症通路、细胞黏附分子CAMs、MAPK信号通路相关。通过枢纽基因分析和模块分析同时鉴定出11个基因(PPBP、APP、CCR5、HLA-DRB1、GNAI1、APLNR、P2RY14、C3AR1、HTR1F、CXCL12、GNG11)。MicroRNA-363-3p可能通过靶向SPRYD4和FNDC3B促进RUNX1突变AML的发展。此外,患者的RUNX1突变率与年龄、白细胞、FAB类型、风险(细胞遗传学)和风险(分子)明显相关(P<0.05)。
我们的研究结果表明,多个基因和微小RNA可能在RUNX1突变AML中起关键作用。MicroRNA-363-3p可能通过靶向SPRYD4和FNDC3B促进RUNX1突变AML的发展。