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生物信息学分析鉴定伴 FLT3 突变的成人急性髓系白血病的关键基因和 microRNAs。

Identification of the key genes and microRNAs in adult acute myeloid leukemia with FLT3 mutation by bioinformatics analysis.

机构信息

Department of Hematology, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong 510000, China.

Department of Urology & Minimally Invasive Surgery center, The First Affiliated Hospital of Guangzhou Medical University, Guangdong Key Laboratory of Urology, Guangzhou Institute of Urology, Guangdong, China.

出版信息

Int J Med Sci. 2020 May 18;17(9):1269-1280. doi: 10.7150/ijms.46441. eCollection 2020.

Abstract

: Associated with poor prognosis, FMS-like tyrosine kinase 3 (FLT3) mutation appeared frequently in acute myeloid leukemia (AML). Herein, we aimed to identify the key genes and miRNAs involved in adult AML with FLT3 mutation and find possible therapeutic targets for improving treatment. : Gene and miRNA expression data and survival profiles were obtained from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) database. EdgeR of R platform was applied to identify the differentially expressed genes and miRNAs (DEGs, DE-miRNAs). Gene ontology (GO) and the Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were performed by Metascape and DAVID. And protein-protein interaction network, miRNA-mRNA regulatory network and clustering modules analyses were performed by STRING database and Cytoscape software. : Survival analysis showed FLT3 mutation led to adverse outcome in AML. 24 DE-miRNAs (6 upregulated, 18 downregulated) and 250 DEGs (54 upregulated, 196 downregulated) were identified. Five miRNAs had prognostic value and the results matched their expression levels (miR-1-3p, miR-10a-3p, miR-10a-5p, miR-133a-3p and miR-99b-5p). GO analysis showed DEGs were enriched in skeletal system development, blood vessel development, cartilage development, tissue morphogenesis, cartilage morphogenesis, cell morphogenesis involved in differentiation, response to growth factor, cell-substrate adhesion and so on. The KEGG analysis showed DEGs were enriched in PI3K-Akt signaling pathway, ECM-receptor interaction and focal adhesion. Seven genes (LAMC1, COL3A1, APOB, COL1A2, APP, SPP1 and FSTL1) were simultaneously identified by hub gene analysis and module analysis. SLC14A1, ARHGAP5 and PIK3CA, the target genes of miR-10a-3p, resulted in poor prognosis. : Our study successfully identified molecular markers, processes and pathways affected by FLT3 mutation in AML. Furthermore, miR-10a-3p, a novel oncogene, might involve in the development of FLT3 mutation adult AML by targeting SLC14A1, ARHGAP5 and PIK3CA.

摘要

与不良预后相关,FMS 样酪氨酸激酶 3(FLT3)突变在急性髓系白血病(AML)中频繁出现。在此,我们旨在鉴定与成人 AML 伴 FLT3 突变相关的关键基因和 miRNA,并寻找改善治疗的可能治疗靶点。

从癌症基因组图谱(TCGA)和基因表达综合数据库(GEO)中获取基因和 miRNA 表达数据及生存谱。应用 R 平台的 EdgeR 识别差异表达基因和 miRNA(DEGs、DE-miRNAs)。通过 Metascape 和 DAVID 进行基因本体论(GO)和京都基因与基因组百科全书(KEGG)富集分析。通过 STRING 数据库和 Cytoscape 软件进行蛋白质-蛋白质相互作用网络、miRNA-mRNA 调控网络和聚类模块分析。

生存分析显示 FLT3 突变导致 AML 预后不良。鉴定出 24 个差异表达 miRNA(6 个上调,18 个下调)和 250 个差异表达基因(54 个上调,196 个下调)。有 5 个 miRNA 具有预后价值,且其表达水平与结果相符(miR-1-3p、miR-10a-3p、miR-10a-5p、miR-133a-3p 和 miR-99b-5p)。GO 分析显示 DEGs 富集在骨骼系统发育、血管发育、软骨发育、组织形态发生、软骨形态发生、涉及分化的细胞形态发生、对生长因子的反应、细胞-基质粘附等过程。KEGG 分析显示 DEGs 富集在 PI3K-Akt 信号通路、ECM-受体相互作用和焦点粘附。通过枢纽基因分析和模块分析同时鉴定出 7 个基因(LAMC1、COL3A1、APOB、COL1A2、APP、SPP1 和 FSTL1)。miR-10a-3p 的靶基因 SLC14A1、ARHGAP5 和 PIK3CA 导致预后不良。

本研究成功鉴定出 AML 中受 FLT3 突变影响的分子标记、过程和途径。此外,miR-10a-3p 作为一种新的癌基因,可能通过靶向 SLC14A1、ARHGAP5 和 PIK3CA 参与 FLT3 突变成人 AML 的发生发展。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ca10/7294926/ffe82982b9e0/ijmsv17p1269g001.jpg

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