Cargando…

MicroRNA and Transcription Factor Mediated Regulatory Network Analysis Reveals Critical Regulators and Regulatory Modules in Myocardial Infarction

Myocardial infarction (MI) is a severe coronary artery disease and a leading cause of mortality and morbidity worldwide. However, the molecular mechanisms of MI have yet to be fully elucidated. In this study, we compiled MI-related genes, MI-related microRNAs (miRNAs) and known human transcription f...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhang, Guangde, Shi, Hongbo, Wang, Lin, Zhou, Meng, Wang, Zhenzhen, Liu, Xiaoxia, Cheng, Liang, Li, Weimin, Li, Xueqi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4530868/
https://www.ncbi.nlm.nih.gov/pubmed/26258537
http://dx.doi.org/10.1371/journal.pone.0135339
_version_ 1782384943688581120
author Zhang, Guangde
Shi, Hongbo
Wang, Lin
Zhou, Meng
Wang, Zhenzhen
Liu, Xiaoxia
Cheng, Liang
Li, Weimin
Li, Xueqi
author_facet Zhang, Guangde
Shi, Hongbo
Wang, Lin
Zhou, Meng
Wang, Zhenzhen
Liu, Xiaoxia
Cheng, Liang
Li, Weimin
Li, Xueqi
author_sort Zhang, Guangde
collection PubMed
description Myocardial infarction (MI) is a severe coronary artery disease and a leading cause of mortality and morbidity worldwide. However, the molecular mechanisms of MI have yet to be fully elucidated. In this study, we compiled MI-related genes, MI-related microRNAs (miRNAs) and known human transcription factors (TFs), and we then identified 1,232 feed-forward loops (FFLs) among these miRNAs, TFs and their co-regulated target genes through integrating target prediction. By merging these FFLs, the first miRNA and TF mediated regulatory network for MI was constructed, from which four regulators (SP1, ESR1, miR-21-5p and miR-155-5p) and three regulatory modules that might play crucial roles in MI were then identified. Furthermore, based on the miRNA and TF mediated regulatory network and literature survey, we proposed a pathway model for miR-21-5p, the miR-29 family and SP1 to demonstrate their potential co-regulatory mechanisms in cardiac fibrosis, apoptosis and angiogenesis. The majority of the regulatory relations in the model were confirmed by previous studies, which demonstrated the reliability and validity of this miRNA and TF mediated regulatory network. Our study will aid in deciphering the complex regulatory mechanisms involved in MI and provide putative therapeutic targets for MI.
format Online
Article
Text
id pubmed-4530868
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-45308682015-08-24 MicroRNA and Transcription Factor Mediated Regulatory Network Analysis Reveals Critical Regulators and Regulatory Modules in Myocardial Infarction Zhang, Guangde Shi, Hongbo Wang, Lin Zhou, Meng Wang, Zhenzhen Liu, Xiaoxia Cheng, Liang Li, Weimin Li, Xueqi PLoS One Research Article Myocardial infarction (MI) is a severe coronary artery disease and a leading cause of mortality and morbidity worldwide. However, the molecular mechanisms of MI have yet to be fully elucidated. In this study, we compiled MI-related genes, MI-related microRNAs (miRNAs) and known human transcription factors (TFs), and we then identified 1,232 feed-forward loops (FFLs) among these miRNAs, TFs and their co-regulated target genes through integrating target prediction. By merging these FFLs, the first miRNA and TF mediated regulatory network for MI was constructed, from which four regulators (SP1, ESR1, miR-21-5p and miR-155-5p) and three regulatory modules that might play crucial roles in MI were then identified. Furthermore, based on the miRNA and TF mediated regulatory network and literature survey, we proposed a pathway model for miR-21-5p, the miR-29 family and SP1 to demonstrate their potential co-regulatory mechanisms in cardiac fibrosis, apoptosis and angiogenesis. The majority of the regulatory relations in the model were confirmed by previous studies, which demonstrated the reliability and validity of this miRNA and TF mediated regulatory network. Our study will aid in deciphering the complex regulatory mechanisms involved in MI and provide putative therapeutic targets for MI. Public Library of Science 2015-08-10 /pmc/articles/PMC4530868/ /pubmed/26258537 http://dx.doi.org/10.1371/journal.pone.0135339 Text en © 2015 Zhang et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Zhang, Guangde
Shi, Hongbo
Wang, Lin
Zhou, Meng
Wang, Zhenzhen
Liu, Xiaoxia
Cheng, Liang
Li, Weimin
Li, Xueqi
MicroRNA and Transcription Factor Mediated Regulatory Network Analysis Reveals Critical Regulators and Regulatory Modules in Myocardial Infarction
title MicroRNA and Transcription Factor Mediated Regulatory Network Analysis Reveals Critical Regulators and Regulatory Modules in Myocardial Infarction
title_full MicroRNA and Transcription Factor Mediated Regulatory Network Analysis Reveals Critical Regulators and Regulatory Modules in Myocardial Infarction
title_fullStr MicroRNA and Transcription Factor Mediated Regulatory Network Analysis Reveals Critical Regulators and Regulatory Modules in Myocardial Infarction
title_full_unstemmed MicroRNA and Transcription Factor Mediated Regulatory Network Analysis Reveals Critical Regulators and Regulatory Modules in Myocardial Infarction
title_short MicroRNA and Transcription Factor Mediated Regulatory Network Analysis Reveals Critical Regulators and Regulatory Modules in Myocardial Infarction
title_sort microrna and transcription factor mediated regulatory network analysis reveals critical regulators and regulatory modules in myocardial infarction
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4530868/
https://www.ncbi.nlm.nih.gov/pubmed/26258537
http://dx.doi.org/10.1371/journal.pone.0135339
work_keys_str_mv AT zhangguangde micrornaandtranscriptionfactormediatedregulatorynetworkanalysisrevealscriticalregulatorsandregulatorymodulesinmyocardialinfarction
AT shihongbo micrornaandtranscriptionfactormediatedregulatorynetworkanalysisrevealscriticalregulatorsandregulatorymodulesinmyocardialinfarction
AT wanglin micrornaandtranscriptionfactormediatedregulatorynetworkanalysisrevealscriticalregulatorsandregulatorymodulesinmyocardialinfarction
AT zhoumeng micrornaandtranscriptionfactormediatedregulatorynetworkanalysisrevealscriticalregulatorsandregulatorymodulesinmyocardialinfarction
AT wangzhenzhen micrornaandtranscriptionfactormediatedregulatorynetworkanalysisrevealscriticalregulatorsandregulatorymodulesinmyocardialinfarction
AT liuxiaoxia micrornaandtranscriptionfactormediatedregulatorynetworkanalysisrevealscriticalregulatorsandregulatorymodulesinmyocardialinfarction
AT chengliang micrornaandtranscriptionfactormediatedregulatorynetworkanalysisrevealscriticalregulatorsandregulatorymodulesinmyocardialinfarction
AT liweimin micrornaandtranscriptionfactormediatedregulatorynetworkanalysisrevealscriticalregulatorsandregulatorymodulesinmyocardialinfarction
AT lixueqi micrornaandtranscriptionfactormediatedregulatorynetworkanalysisrevealscriticalregulatorsandregulatorymodulesinmyocardialinfarction