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RNA-Seq based genome-wide analysis reveals loss of inter-chromosomal regulation in breast cancer
Breast cancer is a complex heterogeneous disease. Common hallmark features of cancer can be found. Their origin may be traced back to their intricate relationships governing regulatory programs during the development of this disease. To unveil distinctive features of the transcriptional regulation p...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5431987/ https://www.ncbi.nlm.nih.gov/pubmed/28496157 http://dx.doi.org/10.1038/s41598-017-01314-1 |
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author | Espinal-Enríquez, Jesús Fresno, Cristóbal Anda-Jáuregui, Guillermo Hernández-Lemus, Enrique |
author_facet | Espinal-Enríquez, Jesús Fresno, Cristóbal Anda-Jáuregui, Guillermo Hernández-Lemus, Enrique |
author_sort | Espinal-Enríquez, Jesús |
collection | PubMed |
description | Breast cancer is a complex heterogeneous disease. Common hallmark features of cancer can be found. Their origin may be traced back to their intricate relationships governing regulatory programs during the development of this disease. To unveil distinctive features of the transcriptional regulation program in breast cancer, a pipeline for RNA-seq analysis in 780 breast cancer and 101 healthy breast samples, at gene expression and network level, was implemented. Inter-chromosomal relationships between genes resulted strikingly scarce in a cancer network, in comparison to its healthy counterpart. We suggest that inter-chromosomal regulation loss may be a novel feature in breast cancer. Additional evidence was obtained by independent validation in microarray and Hi-C data as well as supplementary computational analyses. Functional analysis showed upregulation in processes related to cell cycle and division; while migration, adhesion and cell-to-cell communication, were downregulated. Both the BRCA1 DNA repairing signalling and the Estrogen-mediated G1/S phase entry pathways were found upregulated. In addition, a synergistic underexpression of the γ-protocadherin complex, located at Chr5q31 is also shown. This region has previously been reported to be hypermethylated in breast cancer. These findings altogether provide further evidence for the central role of transcriptional regulatory programs in shaping malignant phenotypes. |
format | Online Article Text |
id | pubmed-5431987 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-54319872017-05-16 RNA-Seq based genome-wide analysis reveals loss of inter-chromosomal regulation in breast cancer Espinal-Enríquez, Jesús Fresno, Cristóbal Anda-Jáuregui, Guillermo Hernández-Lemus, Enrique Sci Rep Article Breast cancer is a complex heterogeneous disease. Common hallmark features of cancer can be found. Their origin may be traced back to their intricate relationships governing regulatory programs during the development of this disease. To unveil distinctive features of the transcriptional regulation program in breast cancer, a pipeline for RNA-seq analysis in 780 breast cancer and 101 healthy breast samples, at gene expression and network level, was implemented. Inter-chromosomal relationships between genes resulted strikingly scarce in a cancer network, in comparison to its healthy counterpart. We suggest that inter-chromosomal regulation loss may be a novel feature in breast cancer. Additional evidence was obtained by independent validation in microarray and Hi-C data as well as supplementary computational analyses. Functional analysis showed upregulation in processes related to cell cycle and division; while migration, adhesion and cell-to-cell communication, were downregulated. Both the BRCA1 DNA repairing signalling and the Estrogen-mediated G1/S phase entry pathways were found upregulated. In addition, a synergistic underexpression of the γ-protocadherin complex, located at Chr5q31 is also shown. This region has previously been reported to be hypermethylated in breast cancer. These findings altogether provide further evidence for the central role of transcriptional regulatory programs in shaping malignant phenotypes. Nature Publishing Group UK 2017-05-11 /pmc/articles/PMC5431987/ /pubmed/28496157 http://dx.doi.org/10.1038/s41598-017-01314-1 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 Espinal-Enríquez, Jesús Fresno, Cristóbal Anda-Jáuregui, Guillermo Hernández-Lemus, Enrique RNA-Seq based genome-wide analysis reveals loss of inter-chromosomal regulation in breast cancer |
title | RNA-Seq based genome-wide analysis reveals loss of inter-chromosomal regulation in breast cancer |
title_full | RNA-Seq based genome-wide analysis reveals loss of inter-chromosomal regulation in breast cancer |
title_fullStr | RNA-Seq based genome-wide analysis reveals loss of inter-chromosomal regulation in breast cancer |
title_full_unstemmed | RNA-Seq based genome-wide analysis reveals loss of inter-chromosomal regulation in breast cancer |
title_short | RNA-Seq based genome-wide analysis reveals loss of inter-chromosomal regulation in breast cancer |
title_sort | rna-seq based genome-wide analysis reveals loss of inter-chromosomal regulation in breast cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5431987/ https://www.ncbi.nlm.nih.gov/pubmed/28496157 http://dx.doi.org/10.1038/s41598-017-01314-1 |
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