RNA-Seq based genome-wide analysis reveals loss of inter-chromosomal regulation in breast cancer

Abstract 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 reg...

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Main Authors: Jesús Espinal-Enríquez, Cristóbal Fresno, Guillermo Anda-Jáuregui, Enrique Hernández-Lemus
Format: Article
Language:English
Published: Nature Publishing Group 2017-05-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-017-01314-1
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spelling doaj-44770fc9d32c4704807cdbc05ae6c5932020-12-08T02:55:20ZengNature Publishing GroupScientific Reports2045-23222017-05-017111910.1038/s41598-017-01314-1RNA-Seq based genome-wide analysis reveals loss of inter-chromosomal regulation in breast cancerJesús Espinal-Enríquez0Cristóbal Fresno1Guillermo Anda-Jáuregui2Enrique Hernández-Lemus3Computational Genomics Division, National Institute of Genomic Medicine (INMEGEN)Computational Genomics Division, National Institute of Genomic Medicine (INMEGEN)Computational Genomics Division, National Institute of Genomic Medicine (INMEGEN)Computational Genomics Division, National Institute of Genomic Medicine (INMEGEN)Abstract 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.https://doi.org/10.1038/s41598-017-01314-1
collection DOAJ
language English
format Article
sources DOAJ
author Jesús Espinal-Enríquez
Cristóbal Fresno
Guillermo Anda-Jáuregui
Enrique Hernández-Lemus
spellingShingle Jesús Espinal-Enríquez
Cristóbal Fresno
Guillermo Anda-Jáuregui
Enrique Hernández-Lemus
RNA-Seq based genome-wide analysis reveals loss of inter-chromosomal regulation in breast cancer
Scientific Reports
author_facet Jesús Espinal-Enríquez
Cristóbal Fresno
Guillermo Anda-Jáuregui
Enrique Hernández-Lemus
author_sort Jesús Espinal-Enríquez
title 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_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_sort rna-seq based genome-wide analysis reveals loss of inter-chromosomal regulation in breast cancer
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2017-05-01
description Abstract 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.
url https://doi.org/10.1038/s41598-017-01314-1
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