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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2020
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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. |
format | Online Article Text |
id | pubmed-7512046 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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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