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Tissue-Specific Expression and Regulatory Networks of Pig MicroRNAome

BACKGROUND: Despite the economic and medical importance of the pig, knowledge about its genome organization, gene expression regulation, and molecular mechanisms involved in physiological processes is far from that achieved for mouse and rat, the two most used model organisms in biomedical research....

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Autores principales: Martini, Paolo, Sales, Gabriele, Brugiolo, Mattia, Gandaglia, Alessandro, Naso, Filippo, De Pittà, Cristiano, Spina, Michele, Gerosa, Gino, Chemello, Francesco, Romualdi, Chiara, Cagnin, Stefano, Lanfranchi, Gerolamo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3974652/
https://www.ncbi.nlm.nih.gov/pubmed/24699212
http://dx.doi.org/10.1371/journal.pone.0089755
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author Martini, Paolo
Sales, Gabriele
Brugiolo, Mattia
Gandaglia, Alessandro
Naso, Filippo
De Pittà, Cristiano
Spina, Michele
Gerosa, Gino
Chemello, Francesco
Romualdi, Chiara
Cagnin, Stefano
Lanfranchi, Gerolamo
author_facet Martini, Paolo
Sales, Gabriele
Brugiolo, Mattia
Gandaglia, Alessandro
Naso, Filippo
De Pittà, Cristiano
Spina, Michele
Gerosa, Gino
Chemello, Francesco
Romualdi, Chiara
Cagnin, Stefano
Lanfranchi, Gerolamo
author_sort Martini, Paolo
collection PubMed
description BACKGROUND: Despite the economic and medical importance of the pig, knowledge about its genome organization, gene expression regulation, and molecular mechanisms involved in physiological processes is far from that achieved for mouse and rat, the two most used model organisms in biomedical research. MicroRNAs (miRNAs) are a wide class of molecules that exert a recognized role in gene expression modulation, but only 280 miRNAs in pig have been characterized to date. RESULTS: We applied a novel computational approach to predict species-specific and conserved miRNAs in the pig genome, which were then subjected to experimental validation. We experimentally identified candidate miRNAs sequences grouped in high-confidence (424) and medium-confidence (353) miRNAs according to RNA-seq results. A group of miRNAs was also validated by PCR experiments. We established the subtle variability in expression of isomiRs and miRNA-miRNA star couples supporting a biological function for these molecules. Finally, miRNA and mRNA expression profiles produced from the same sample of 20 different tissue of the animal were combined, using a correlation threshold to filter miRNA-target predictions, to identify tissue-specific regulatory networks. CONCLUSIONS: Our data represent a significant progress in the current understanding of miRNAome in pig. The identification of miRNAs, their target mRNAs, and the construction of regulatory circuits will provide new insights into the complex biological networks in several tissues of this important animal model.
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spelling pubmed-39746522014-04-08 Tissue-Specific Expression and Regulatory Networks of Pig MicroRNAome Martini, Paolo Sales, Gabriele Brugiolo, Mattia Gandaglia, Alessandro Naso, Filippo De Pittà, Cristiano Spina, Michele Gerosa, Gino Chemello, Francesco Romualdi, Chiara Cagnin, Stefano Lanfranchi, Gerolamo PLoS One Research Article BACKGROUND: Despite the economic and medical importance of the pig, knowledge about its genome organization, gene expression regulation, and molecular mechanisms involved in physiological processes is far from that achieved for mouse and rat, the two most used model organisms in biomedical research. MicroRNAs (miRNAs) are a wide class of molecules that exert a recognized role in gene expression modulation, but only 280 miRNAs in pig have been characterized to date. RESULTS: We applied a novel computational approach to predict species-specific and conserved miRNAs in the pig genome, which were then subjected to experimental validation. We experimentally identified candidate miRNAs sequences grouped in high-confidence (424) and medium-confidence (353) miRNAs according to RNA-seq results. A group of miRNAs was also validated by PCR experiments. We established the subtle variability in expression of isomiRs and miRNA-miRNA star couples supporting a biological function for these molecules. Finally, miRNA and mRNA expression profiles produced from the same sample of 20 different tissue of the animal were combined, using a correlation threshold to filter miRNA-target predictions, to identify tissue-specific regulatory networks. CONCLUSIONS: Our data represent a significant progress in the current understanding of miRNAome in pig. The identification of miRNAs, their target mRNAs, and the construction of regulatory circuits will provide new insights into the complex biological networks in several tissues of this important animal model. Public Library of Science 2014-04-03 /pmc/articles/PMC3974652/ /pubmed/24699212 http://dx.doi.org/10.1371/journal.pone.0089755 Text en © 2014 Martini et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Martini, Paolo
Sales, Gabriele
Brugiolo, Mattia
Gandaglia, Alessandro
Naso, Filippo
De Pittà, Cristiano
Spina, Michele
Gerosa, Gino
Chemello, Francesco
Romualdi, Chiara
Cagnin, Stefano
Lanfranchi, Gerolamo
Tissue-Specific Expression and Regulatory Networks of Pig MicroRNAome
title Tissue-Specific Expression and Regulatory Networks of Pig MicroRNAome
title_full Tissue-Specific Expression and Regulatory Networks of Pig MicroRNAome
title_fullStr Tissue-Specific Expression and Regulatory Networks of Pig MicroRNAome
title_full_unstemmed Tissue-Specific Expression and Regulatory Networks of Pig MicroRNAome
title_short Tissue-Specific Expression and Regulatory Networks of Pig MicroRNAome
title_sort tissue-specific expression and regulatory networks of pig micrornaome
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3974652/
https://www.ncbi.nlm.nih.gov/pubmed/24699212
http://dx.doi.org/10.1371/journal.pone.0089755
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