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
收藏
页数:14
相关论文
共 50 条
  • [1] Identification of Signature Genes of Dilated Cardiomyopathy Using Integrated Bioinformatics Analysis
    Wu, Zhimin
    Wang, Xu
    Liang, Hao
    Liu, Fangfang
    Li, Yingxuan
    Zhang, Huaxing
    Wang, Chunying
    Wang, Qiao
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2023, 24 (08)
  • [2] Identification of Underlying Hub Genes Associated with Hypertrophic Cardiomyopathy by Integrated Bioinformatics Analysis
    Ma, Zetao
    Wang, Xizhi
    Lv, Qingbo
    Gong, Yingchao
    Xia, Minghong
    Zhuang, Lenan
    Lu, Xue
    Yang, Ying
    Zhang, Wenbin
    Fu, Guosheng
    Ye, Yang
    Lai, Dongwu
    PHARMACOGENOMICS & PERSONALIZED MEDICINE, 2021, 14 : 823 - 837
  • [3] Identification of hub genes associated with diabetic cardiomyopathy using integrated bioinformatics analysis
    Cui, Hailong
    Hu, Die
    Xu, Jing
    Zhao, Shuiying
    Song, Yi
    Qin, Guijun
    Liu, Yanling
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [4] Integrated analysis of differentially expressed genes and miRNA expression profiles in dilated cardiomyopathy
    Chen, Yu
    Cai, Wen-Ke
    Yu, Jie
    Shen, Ming
    Zhou, Jin-Huan
    Yang, Sheng-Yu
    Liu, Wei
    Lu, Si
    Shi, Yan-Kun
    Yang, Li-Xia
    HELIYON, 2024, 10 (04)
  • [5] Integrated Bioinformatics Analysis Reveals the Aberrantly Methylated Differentially Expressed Genes in Dilated Cardiomyopathy
    Li, Nana
    Wang, Jinglin
    Wang, Xuhong
    Zha, Lingfeng
    INTERNATIONAL JOURNAL OF MEDICAL SCIENCES, 2024, 21 (09): : 1769 - 1782
  • [6] Identification of senescence related hub genes and potential therapeutic compounds for dilated cardiomyopathy via comprehensive transcriptome analysis
    Du C.
    Wang S.
    Shi X.
    Jing P.
    Wang H.
    Wang L.
    Computers in Biology and Medicine, 2024, 179
  • [7] Circulating miRNAs as biomarkers for familial dilated cardiomyopathy
    De Gonzalo Calvo, D.
    Blasco-Turrion, S.
    Morales, F. J.
    Gonzalez, P.
    Lopez Granados, A.
    Segura, J.
    Mesa-Rubio, D.
    Fernandez-Armenta, J.
    Cano Calabria, L.
    Rosa Longobardo, F.
    Izquierdo, I.
    Garcia, A.
    Mangas, A.
    Llorente-Cortes, V.
    Toro, R.
    EUROPEAN JOURNAL OF HEART FAILURE, 2017, 19 : 21 - 21
  • [8] Integrated bioinformatics analysis for identifying key genes and pathways in female and male patients with dilated cardiomyopathy
    Min Zhang
    Xinzhou Wang
    Wenbo Chen
    Wei Liu
    Jile Xin
    Debao Yang
    Zhongyuan Zhang
    Xiaoke Zheng
    Scientific Reports, 13
  • [9] Integrated bioinformatics analysis for identifying key genes and pathways in female and male patients with dilated cardiomyopathy
    Zhang, Min
    Wang, Xinzhou
    Chen, Wenbo
    Liu, Wei
    Xin, Jile
    Yang, Debao
    Zhang, Zhongyuan
    Zheng, Xiaoke
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [10] Analysis of polymorphisms of nine candidate genes in dilated cardiomyopathy
    Miyamoto, Y
    Akita, H
    Shiga, N
    Takai, E
    Iwai, C
    Shimizu, M
    Kawai, H
    Takarada, A
    Yokoyama, M
    EUROPEAN HEART JOURNAL, 2001, 22 : 638 - +