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Integrated Analysis of Hub Genes and miRNAs in Dilated Cardiomyopathy

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...

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Autores principales: Huang, Kai, Wen, Shuyan, Huang, Jiechun, Wang, Fangrui, Pang, Liewen, Wang, Yiqing, Sun, Xiaotian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512046/
https://www.ncbi.nlm.nih.gov/pubmed/33015184
http://dx.doi.org/10.1155/2020/8925420
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author Huang, Kai
Wen, Shuyan
Huang, Jiechun
Wang, Fangrui
Pang, Liewen
Wang, Yiqing
Sun, Xiaotian
author_facet Huang, Kai
Wen, Shuyan
Huang, Jiechun
Wang, Fangrui
Pang, Liewen
Wang, Yiqing
Sun, Xiaotian
author_sort Huang, Kai
collection PubMed
description 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 (p85α 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.
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spelling pubmed-75120462020-10-02 Integrated Analysis of Hub Genes and miRNAs in Dilated Cardiomyopathy Huang, Kai Wen, Shuyan Huang, Jiechun Wang, Fangrui Pang, Liewen Wang, Yiqing Sun, Xiaotian Biomed Res Int Research Article 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 (p85α 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. Hindawi 2020-09-15 /pmc/articles/PMC7512046/ /pubmed/33015184 http://dx.doi.org/10.1155/2020/8925420 Text en Copyright © 2020 Kai Huang et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Huang, Kai
Wen, Shuyan
Huang, Jiechun
Wang, Fangrui
Pang, Liewen
Wang, Yiqing
Sun, Xiaotian
Integrated Analysis of Hub Genes and miRNAs in Dilated Cardiomyopathy
title Integrated Analysis of Hub Genes and miRNAs in Dilated Cardiomyopathy
title_full Integrated Analysis of Hub Genes and miRNAs in Dilated Cardiomyopathy
title_fullStr Integrated Analysis of Hub Genes and miRNAs in Dilated Cardiomyopathy
title_full_unstemmed Integrated Analysis of Hub Genes and miRNAs in Dilated Cardiomyopathy
title_short Integrated Analysis of Hub Genes and miRNAs in Dilated Cardiomyopathy
title_sort integrated analysis of hub genes and mirnas in dilated cardiomyopathy
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512046/
https://www.ncbi.nlm.nih.gov/pubmed/33015184
http://dx.doi.org/10.1155/2020/8925420
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