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Multifaceted enrichment analysis of RNA–RNA crosstalk reveals cooperating micro-societies in human colorectal cancer

Alterations in the balance of mRNA and microRNA (miRNA) expression profiles contribute to the onset and development of colorectal cancer. The regulatory functions of individual miRNA-gene pairs are widely acknowledged, but group effects are largely unexplored. We performed an integrative analysis of...

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Autores principales: Mazza, Tommaso, Mazzoccoli, Gianluigi, Fusilli, Caterina, Capocefalo, Daniele, Panza, Anna, Biagini, Tommaso, Castellana, Stefano, Gentile, Annamaria, De Cata, Angelo, Palumbo, Orazio, Stallone, Raffaella, Rubino, Rosa, Carella, Massimo, Piepoli, Ada
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4872111/
https://www.ncbi.nlm.nih.gov/pubmed/27067546
http://dx.doi.org/10.1093/nar/gkw245
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author Mazza, Tommaso
Mazzoccoli, Gianluigi
Fusilli, Caterina
Capocefalo, Daniele
Panza, Anna
Biagini, Tommaso
Castellana, Stefano
Gentile, Annamaria
De Cata, Angelo
Palumbo, Orazio
Stallone, Raffaella
Rubino, Rosa
Carella, Massimo
Piepoli, Ada
author_facet Mazza, Tommaso
Mazzoccoli, Gianluigi
Fusilli, Caterina
Capocefalo, Daniele
Panza, Anna
Biagini, Tommaso
Castellana, Stefano
Gentile, Annamaria
De Cata, Angelo
Palumbo, Orazio
Stallone, Raffaella
Rubino, Rosa
Carella, Massimo
Piepoli, Ada
author_sort Mazza, Tommaso
collection PubMed
description Alterations in the balance of mRNA and microRNA (miRNA) expression profiles contribute to the onset and development of colorectal cancer. The regulatory functions of individual miRNA-gene pairs are widely acknowledged, but group effects are largely unexplored. We performed an integrative analysis of mRNA–miRNA and miRNA–miRNA interactions using high-throughput mRNA and miRNA expression profiles obtained from matched specimens of human colorectal cancer tissue and adjacent non-tumorous mucosa. This investigation resulted in a hypernetwork-based model, whose functional backbone was fulfilled by tight micro-societies of miRNAs. These proved to modulate several genes that are known to control a set of significantly enriched cancer-enhancer and cancer-protection biological processes, and that an array of upstream regulatory analyses demonstrated to be dependent on miR-145, a cell cycle and MAPK signaling cascade master regulator. In conclusion, we reveal miRNA-gene clusters and gene families with close functional relationships and highlight the role of miR-145 as potent upstream regulator of a complex RNA–RNA crosstalk, which mechanistically modulates several signaling pathways and regulatory circuits that when deranged are relevant to the changes occurring in colorectal carcinogenesis.
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spelling pubmed-48721112016-05-27 Multifaceted enrichment analysis of RNA–RNA crosstalk reveals cooperating micro-societies in human colorectal cancer Mazza, Tommaso Mazzoccoli, Gianluigi Fusilli, Caterina Capocefalo, Daniele Panza, Anna Biagini, Tommaso Castellana, Stefano Gentile, Annamaria De Cata, Angelo Palumbo, Orazio Stallone, Raffaella Rubino, Rosa Carella, Massimo Piepoli, Ada Nucleic Acids Res Computational Biology Alterations in the balance of mRNA and microRNA (miRNA) expression profiles contribute to the onset and development of colorectal cancer. The regulatory functions of individual miRNA-gene pairs are widely acknowledged, but group effects are largely unexplored. We performed an integrative analysis of mRNA–miRNA and miRNA–miRNA interactions using high-throughput mRNA and miRNA expression profiles obtained from matched specimens of human colorectal cancer tissue and adjacent non-tumorous mucosa. This investigation resulted in a hypernetwork-based model, whose functional backbone was fulfilled by tight micro-societies of miRNAs. These proved to modulate several genes that are known to control a set of significantly enriched cancer-enhancer and cancer-protection biological processes, and that an array of upstream regulatory analyses demonstrated to be dependent on miR-145, a cell cycle and MAPK signaling cascade master regulator. In conclusion, we reveal miRNA-gene clusters and gene families with close functional relationships and highlight the role of miR-145 as potent upstream regulator of a complex RNA–RNA crosstalk, which mechanistically modulates several signaling pathways and regulatory circuits that when deranged are relevant to the changes occurring in colorectal carcinogenesis. Oxford University Press 2016-05-19 2016-04-11 /pmc/articles/PMC4872111/ /pubmed/27067546 http://dx.doi.org/10.1093/nar/gkw245 Text en © The Author(s) 2016. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Computational Biology
Mazza, Tommaso
Mazzoccoli, Gianluigi
Fusilli, Caterina
Capocefalo, Daniele
Panza, Anna
Biagini, Tommaso
Castellana, Stefano
Gentile, Annamaria
De Cata, Angelo
Palumbo, Orazio
Stallone, Raffaella
Rubino, Rosa
Carella, Massimo
Piepoli, Ada
Multifaceted enrichment analysis of RNA–RNA crosstalk reveals cooperating micro-societies in human colorectal cancer
title Multifaceted enrichment analysis of RNA–RNA crosstalk reveals cooperating micro-societies in human colorectal cancer
title_full Multifaceted enrichment analysis of RNA–RNA crosstalk reveals cooperating micro-societies in human colorectal cancer
title_fullStr Multifaceted enrichment analysis of RNA–RNA crosstalk reveals cooperating micro-societies in human colorectal cancer
title_full_unstemmed Multifaceted enrichment analysis of RNA–RNA crosstalk reveals cooperating micro-societies in human colorectal cancer
title_short Multifaceted enrichment analysis of RNA–RNA crosstalk reveals cooperating micro-societies in human colorectal cancer
title_sort multifaceted enrichment analysis of rna–rna crosstalk reveals cooperating micro-societies in human colorectal cancer
topic Computational Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4872111/
https://www.ncbi.nlm.nih.gov/pubmed/27067546
http://dx.doi.org/10.1093/nar/gkw245
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