Cargando…

MiRNA and TF co-regulatory network analysis for the pathology and recurrence of myocardial infarction

Myocardial infarction (MI) is a leading cause of death in the world and many genes are involved in it. Transcription factor (TFs) and microRNAs (miRNAs) are key regulators of gene expression. We hypothesized that miRNAs and TFs might play combinatory regulatory roles in MI. After collecting MI candi...

Descripción completa

Detalles Bibliográficos
Autores principales: Lin, Ying, Sibanda, Vusumuzi Leroy, Zhang, Hong-Mei, Hu, Hui, Liu, Hui, Guo, An-Yuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4394890/
https://www.ncbi.nlm.nih.gov/pubmed/25867756
http://dx.doi.org/10.1038/srep09653
_version_ 1782366337328218112
author Lin, Ying
Sibanda, Vusumuzi Leroy
Zhang, Hong-Mei
Hu, Hui
Liu, Hui
Guo, An-Yuan
author_facet Lin, Ying
Sibanda, Vusumuzi Leroy
Zhang, Hong-Mei
Hu, Hui
Liu, Hui
Guo, An-Yuan
author_sort Lin, Ying
collection PubMed
description Myocardial infarction (MI) is a leading cause of death in the world and many genes are involved in it. Transcription factor (TFs) and microRNAs (miRNAs) are key regulators of gene expression. We hypothesized that miRNAs and TFs might play combinatory regulatory roles in MI. After collecting MI candidate genes and miRNAs from various resources, we constructed a comprehensive MI-specific miRNA-TF co-regulatory network by integrating predicted and experimentally validated TF and miRNA targets. We found some hub nodes (e.g. miR-16 and miR-26) in this network are important regulators, and the network can be severed as a bridge to interpret the associations of previous results, which is shown by the case of miR-29 in this study. We also constructed a regulatory network for MI recurrence and found several important genes (e.g. DAB2, BMP6, miR-320 and miR-103), the abnormal expressions of which may be potential regulatory mechanisms and markers of MI recurrence. At last we proposed a cellular model to discuss major TF and miRNA regulators with signaling pathways in MI. This study provides more details on gene expression regulation and regulators involved in MI progression and recurrence. It also linked up and interpreted many previous results.
format Online
Article
Text
id pubmed-4394890
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher Nature Publishing Group
record_format MEDLINE/PubMed
spelling pubmed-43948902015-04-21 MiRNA and TF co-regulatory network analysis for the pathology and recurrence of myocardial infarction Lin, Ying Sibanda, Vusumuzi Leroy Zhang, Hong-Mei Hu, Hui Liu, Hui Guo, An-Yuan Sci Rep Article Myocardial infarction (MI) is a leading cause of death in the world and many genes are involved in it. Transcription factor (TFs) and microRNAs (miRNAs) are key regulators of gene expression. We hypothesized that miRNAs and TFs might play combinatory regulatory roles in MI. After collecting MI candidate genes and miRNAs from various resources, we constructed a comprehensive MI-specific miRNA-TF co-regulatory network by integrating predicted and experimentally validated TF and miRNA targets. We found some hub nodes (e.g. miR-16 and miR-26) in this network are important regulators, and the network can be severed as a bridge to interpret the associations of previous results, which is shown by the case of miR-29 in this study. We also constructed a regulatory network for MI recurrence and found several important genes (e.g. DAB2, BMP6, miR-320 and miR-103), the abnormal expressions of which may be potential regulatory mechanisms and markers of MI recurrence. At last we proposed a cellular model to discuss major TF and miRNA regulators with signaling pathways in MI. This study provides more details on gene expression regulation and regulators involved in MI progression and recurrence. It also linked up and interpreted many previous results. Nature Publishing Group 2015-04-13 /pmc/articles/PMC4394890/ /pubmed/25867756 http://dx.doi.org/10.1038/srep09653 Text en Copyright © 2015, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder in order to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Lin, Ying
Sibanda, Vusumuzi Leroy
Zhang, Hong-Mei
Hu, Hui
Liu, Hui
Guo, An-Yuan
MiRNA and TF co-regulatory network analysis for the pathology and recurrence of myocardial infarction
title MiRNA and TF co-regulatory network analysis for the pathology and recurrence of myocardial infarction
title_full MiRNA and TF co-regulatory network analysis for the pathology and recurrence of myocardial infarction
title_fullStr MiRNA and TF co-regulatory network analysis for the pathology and recurrence of myocardial infarction
title_full_unstemmed MiRNA and TF co-regulatory network analysis for the pathology and recurrence of myocardial infarction
title_short MiRNA and TF co-regulatory network analysis for the pathology and recurrence of myocardial infarction
title_sort mirna and tf co-regulatory network analysis for the pathology and recurrence of myocardial infarction
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4394890/
https://www.ncbi.nlm.nih.gov/pubmed/25867756
http://dx.doi.org/10.1038/srep09653
work_keys_str_mv AT linying mirnaandtfcoregulatorynetworkanalysisforthepathologyandrecurrenceofmyocardialinfarction
AT sibandavusumuzileroy mirnaandtfcoregulatorynetworkanalysisforthepathologyandrecurrenceofmyocardialinfarction
AT zhanghongmei mirnaandtfcoregulatorynetworkanalysisforthepathologyandrecurrenceofmyocardialinfarction
AT huhui mirnaandtfcoregulatorynetworkanalysisforthepathologyandrecurrenceofmyocardialinfarction
AT liuhui mirnaandtfcoregulatorynetworkanalysisforthepathologyandrecurrenceofmyocardialinfarction
AT guoanyuan mirnaandtfcoregulatorynetworkanalysisforthepathologyandrecurrenceofmyocardialinfarction