Integrated Analysis of Hub Genes and miRNAs in Dilated Cardiomyopathy

被引:15
|
作者
Huang, Kai [1 ]
Wen, Shuyan [1 ]
Huang, Jiechun [1 ]
Wang, Fangrui [1 ]
Pang, Liewen [1 ]
Wang, Yiqing [1 ]
Sun, Xiaotian [1 ]
机构
[1] Fudan Univ, Dept Cardiothorac Surg, Huashan Hosp, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
MYOCARDIAL-INFARCTION; INHIBITION; EXPRESSION; FIBROSIS; CARDIOMYOCYTES; IDENTIFICATION; INFLAMMATION; METABOLISM; MICRORNAS; APOPTOSIS;
D O I
10.1155/2020/8925420
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Purpose. The aim of this study is to identify hub genes and miRNAs by the miRNA-mRNA interaction network in dilated cardiomyopathy (DCM) disease.Methods. The differentially expressed miRNAs (DEMis) and mRNAs (DEMs) were selected using data of DCM patients downloaded from the GEO database (GSE112556 and GSE3585). Gene Ontology (GO) pathway analysis and transcription factor enrichment analysis were used for selecting DEMis, and the target mRNAs of DEMis were filtered by using miRDB, miRTarBase, and TargetScan. Cytoscape software was used to visualize the network between miRNAs and mRNAs and calculate the hub genes. GO and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses were used to analyze the mRNAs in the regulatory network.Results. A total of 9 DEMis and 281 DEMs were selected, from which we reconstructed the miRNA-mRNA network consisting of 7 miRNAs and 51 mRNAs. The top 10 nodes, miR-144-3p, miR-363-3p, miR-9-3p, miR-21-3p, miR-144-5p, miR-338-3p, ID4 (inhibitor of DNA binding/differentiation 4), miR-770-5p, PIK3R1 (p85 alpha regulatory subunit of phosphoinositide 3-kinase (PI3K)), and FN1 (fibronectin 1), were identified as important regulators.Conclusions. The study uncovered several important hub genes and miRNAs involved in the pathogenesis of DCM, among which, the miR-144-3p/FN1 and miR-9-3p/FN1 pathways may play an important role in myocardial fibrosis, which can help identify the etiology of DCM, and provide potential therapeutic targets.
引用
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页数:14
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