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Construction of microRNA and transcription factor regulatory network based on gene expression data in cardiomyopathy
BACKGROUND: Cardiomyopathy is a progressive myocardial disorder. Here, we attempted to reveal the possible mechanism of cardiomyopathy at the transcription level with the roles of microRNAs (miRNAs) and transcription factors (TFs) taken into account. METHOD: We firstly identified differentially expr...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4231188/ https://www.ncbi.nlm.nih.gov/pubmed/25338953 http://dx.doi.org/10.1186/s40001-014-0057-5 |
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author | Wang, Lei Hu, Jihua Xing, Haijian Sun, Min Wang, Juanli Jian, Qiang Yang, Hua |
author_facet | Wang, Lei Hu, Jihua Xing, Haijian Sun, Min Wang, Juanli Jian, Qiang Yang, Hua |
author_sort | Wang, Lei |
collection | PubMed |
description | BACKGROUND: Cardiomyopathy is a progressive myocardial disorder. Here, we attempted to reveal the possible mechanism of cardiomyopathy at the transcription level with the roles of microRNAs (miRNAs) and transcription factors (TFs) taken into account. METHOD: We firstly identified differentially expressed genes (DEGs) between cardiomyopathy patients and controls with data from the gene expression omnibus (GEO) database. DEGs were associated with the canonical pathways, molecular and cellular functions, physiological system development and function in the Ingenuity Knowledge Base by using the Ingenuity Pathway Analysis (IPA) software. TFs and miRNAs that DEGs significantly enriched were identified and a double-factor regulatory network was constructed. RESULTS: A total of 1,680 DEGs were identified. The DEGs were enriched for various pathways, with glucocorticoid receptor signaling as the most significant. A double-factor regulatory network was constructed, including seven TFs and two miRNAs. A subnetwork under the regulation of MEF2C and SRF was also constructed to illustrate their regulatory effects on cardiac functions. CONCLUSION: Our results may provide new understanding of cardiomyopathy and may facilitate further therapeutic studies. |
format | Online Article Text |
id | pubmed-4231188 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-42311882014-11-15 Construction of microRNA and transcription factor regulatory network based on gene expression data in cardiomyopathy Wang, Lei Hu, Jihua Xing, Haijian Sun, Min Wang, Juanli Jian, Qiang Yang, Hua Eur J Med Res Research BACKGROUND: Cardiomyopathy is a progressive myocardial disorder. Here, we attempted to reveal the possible mechanism of cardiomyopathy at the transcription level with the roles of microRNAs (miRNAs) and transcription factors (TFs) taken into account. METHOD: We firstly identified differentially expressed genes (DEGs) between cardiomyopathy patients and controls with data from the gene expression omnibus (GEO) database. DEGs were associated with the canonical pathways, molecular and cellular functions, physiological system development and function in the Ingenuity Knowledge Base by using the Ingenuity Pathway Analysis (IPA) software. TFs and miRNAs that DEGs significantly enriched were identified and a double-factor regulatory network was constructed. RESULTS: A total of 1,680 DEGs were identified. The DEGs were enriched for various pathways, with glucocorticoid receptor signaling as the most significant. A double-factor regulatory network was constructed, including seven TFs and two miRNAs. A subnetwork under the regulation of MEF2C and SRF was also constructed to illustrate their regulatory effects on cardiac functions. CONCLUSION: Our results may provide new understanding of cardiomyopathy and may facilitate further therapeutic studies. BioMed Central 2014-10-24 /pmc/articles/PMC4231188/ /pubmed/25338953 http://dx.doi.org/10.1186/s40001-014-0057-5 Text en © Wang et al.; licensee BioMed Central Ltd. 2014 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Wang, Lei Hu, Jihua Xing, Haijian Sun, Min Wang, Juanli Jian, Qiang Yang, Hua Construction of microRNA and transcription factor regulatory network based on gene expression data in cardiomyopathy |
title | Construction of microRNA and transcription factor regulatory network based on gene expression data in cardiomyopathy |
title_full | Construction of microRNA and transcription factor regulatory network based on gene expression data in cardiomyopathy |
title_fullStr | Construction of microRNA and transcription factor regulatory network based on gene expression data in cardiomyopathy |
title_full_unstemmed | Construction of microRNA and transcription factor regulatory network based on gene expression data in cardiomyopathy |
title_short | Construction of microRNA and transcription factor regulatory network based on gene expression data in cardiomyopathy |
title_sort | construction of microrna and transcription factor regulatory network based on gene expression data in cardiomyopathy |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4231188/ https://www.ncbi.nlm.nih.gov/pubmed/25338953 http://dx.doi.org/10.1186/s40001-014-0057-5 |
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