Cargando…
Network analysis of EMT and MET micro-RNA regulation in breast cancer
Over the last years, microRNAs (miRs) have shown to be crucial for breast tumour establishment and progression. To understand the influence that miRs have over transcriptional regulation in breast cancer, we constructed mutual information networks from 86 TCGA matched breast invasive carcinoma and c...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5648819/ https://www.ncbi.nlm.nih.gov/pubmed/29051564 http://dx.doi.org/10.1038/s41598-017-13903-1 |
_version_ | 1783272451389521920 |
---|---|
author | Drago-García, Diana Espinal-Enríquez, Jesús Hernández-Lemus, Enrique |
author_facet | Drago-García, Diana Espinal-Enríquez, Jesús Hernández-Lemus, Enrique |
author_sort | Drago-García, Diana |
collection | PubMed |
description | Over the last years, microRNAs (miRs) have shown to be crucial for breast tumour establishment and progression. To understand the influence that miRs have over transcriptional regulation in breast cancer, we constructed mutual information networks from 86 TCGA matched breast invasive carcinoma and control tissue RNA-Seq and miRNA-Seq sequencing data. We show that miRs are determinant for tumour and control data network structure. In tumour data network, miR-200, miR-199 and neighbour miRs seem to cooperate on the regulation of the acquisition of epithelial and mesenchymal traits by the biological processes: Epithelial-Mesenchymal Transition (EMT) and Mesenchymal to Epithelial Transition (MET). Despite structural differences between tumour and control networks, we found a conserved set of associations between miR-200 family members and genes such as VIM, ZEB-1/2 and TWIST-1/2. Further, a large number of miRs observed in tumour network mapped to a specific chromosomal location in DLK1-DIO3 (Chr14q32); some of those miRs have also been associated with EMT and MET regulation. Pathways related to EMT and TGF-beta reinforce the relevance of miR-200, miR-199 and DLK1-DIO3 cluster in breast cancer. With this approach, we stress that miR inclusion in gene regulatory network construction improves our understanding of the regulatory mechanisms underlying breast cancer biology. |
format | Online Article Text |
id | pubmed-5648819 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-56488192017-10-26 Network analysis of EMT and MET micro-RNA regulation in breast cancer Drago-García, Diana Espinal-Enríquez, Jesús Hernández-Lemus, Enrique Sci Rep Article Over the last years, microRNAs (miRs) have shown to be crucial for breast tumour establishment and progression. To understand the influence that miRs have over transcriptional regulation in breast cancer, we constructed mutual information networks from 86 TCGA matched breast invasive carcinoma and control tissue RNA-Seq and miRNA-Seq sequencing data. We show that miRs are determinant for tumour and control data network structure. In tumour data network, miR-200, miR-199 and neighbour miRs seem to cooperate on the regulation of the acquisition of epithelial and mesenchymal traits by the biological processes: Epithelial-Mesenchymal Transition (EMT) and Mesenchymal to Epithelial Transition (MET). Despite structural differences between tumour and control networks, we found a conserved set of associations between miR-200 family members and genes such as VIM, ZEB-1/2 and TWIST-1/2. Further, a large number of miRs observed in tumour network mapped to a specific chromosomal location in DLK1-DIO3 (Chr14q32); some of those miRs have also been associated with EMT and MET regulation. Pathways related to EMT and TGF-beta reinforce the relevance of miR-200, miR-199 and DLK1-DIO3 cluster in breast cancer. With this approach, we stress that miR inclusion in gene regulatory network construction improves our understanding of the regulatory mechanisms underlying breast cancer biology. Nature Publishing Group UK 2017-10-19 /pmc/articles/PMC5648819/ /pubmed/29051564 http://dx.doi.org/10.1038/s41598-017-13903-1 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Drago-García, Diana Espinal-Enríquez, Jesús Hernández-Lemus, Enrique Network analysis of EMT and MET micro-RNA regulation in breast cancer |
title | Network analysis of EMT and MET micro-RNA regulation in breast cancer |
title_full | Network analysis of EMT and MET micro-RNA regulation in breast cancer |
title_fullStr | Network analysis of EMT and MET micro-RNA regulation in breast cancer |
title_full_unstemmed | Network analysis of EMT and MET micro-RNA regulation in breast cancer |
title_short | Network analysis of EMT and MET micro-RNA regulation in breast cancer |
title_sort | network analysis of emt and met micro-rna regulation in breast cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5648819/ https://www.ncbi.nlm.nih.gov/pubmed/29051564 http://dx.doi.org/10.1038/s41598-017-13903-1 |
work_keys_str_mv | AT dragogarciadiana networkanalysisofemtandmetmicrornaregulationinbreastcancer AT espinalenriquezjesus networkanalysisofemtandmetmicrornaregulationinbreastcancer AT hernandezlemusenrique networkanalysisofemtandmetmicrornaregulationinbreastcancer |