Tissue-specific expression and regulatory networks of pig microRNAome.

<h4>Background</h4>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 b...

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Autores principales: Paolo Martini, Gabriele Sales, Mattia Brugiolo, Alessandro Gandaglia, Filippo Naso, Cristiano De Pittà, Michele Spina, Gino Gerosa, Francesco Chemello, Chiara Romualdi, Stefano Cagnin, Gerolamo Lanfranchi
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Publicado: Public Library of Science (PLoS) 2014
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spelling oai:doaj.org-article:63e7d73ac83144978b4e081eeecd89702021-11-18T08:25:09ZTissue-specific expression and regulatory networks of pig microRNAome.1932-620310.1371/journal.pone.0089755https://doaj.org/article/63e7d73ac83144978b4e081eeecd89702014-01-01T00:00:00Zhttps://www.ncbi.nlm.nih.gov/pmc/articles/pmid/24699212/pdf/?tool=EBIhttps://doaj.org/toc/1932-6203<h4>Background</h4>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.<h4>Results</h4>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.<h4>Conclusions</h4>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.Paolo MartiniGabriele SalesMattia BrugioloAlessandro GandagliaFilippo NasoCristiano De PittàMichele SpinaGino GerosaFrancesco ChemelloChiara RomualdiStefano CagninGerolamo LanfranchiPublic Library of Science (PLoS)articleMedicineRScienceQENPLoS ONE, Vol 9, Iss 4, p e89755 (2014)
institution DOAJ
collection DOAJ
language EN
topic Medicine
R
Science
Q
spellingShingle Medicine
R
Science
Q
Paolo Martini
Gabriele Sales
Mattia Brugiolo
Alessandro Gandaglia
Filippo Naso
Cristiano De Pittà
Michele Spina
Gino Gerosa
Francesco Chemello
Chiara Romualdi
Stefano Cagnin
Gerolamo Lanfranchi
Tissue-specific expression and regulatory networks of pig microRNAome.
description <h4>Background</h4>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.<h4>Results</h4>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.<h4>Conclusions</h4>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.
format article
author Paolo Martini
Gabriele Sales
Mattia Brugiolo
Alessandro Gandaglia
Filippo Naso
Cristiano De Pittà
Michele Spina
Gino Gerosa
Francesco Chemello
Chiara Romualdi
Stefano Cagnin
Gerolamo Lanfranchi
author_facet Paolo Martini
Gabriele Sales
Mattia Brugiolo
Alessandro Gandaglia
Filippo Naso
Cristiano De Pittà
Michele Spina
Gino Gerosa
Francesco Chemello
Chiara Romualdi
Stefano Cagnin
Gerolamo Lanfranchi
author_sort Paolo Martini
title Tissue-specific expression and regulatory networks of pig microRNAome.
title_short 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_sort tissue-specific expression and regulatory networks of pig micrornaome.
publisher Public Library of Science (PLoS)
publishDate 2014
url https://doaj.org/article/63e7d73ac83144978b4e081eeecd8970
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