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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2015
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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 |
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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 |
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