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Single nucleotide polymorphisms affect miRNA target prediction in bovine

Single nucleotide polymorphisms (SNPs) can have significant effects on phenotypic characteristics in cattle. MicroRNAs (miRNAs) are small, non-coding RNAs that act as post-transcriptional regulators by binding them to target mRNAs. In the present study, we scanned ~56 million SNPs against 1,064 bovi...

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Autores principales: de Sousa, Marco Antônio Perpétuo, de Athayde, Flavia Regina Florêncio, Maldonado, Mariângela Bueno Cordeiro, de Lima, Andressa Oliveira, Fortes, Marina Rufino S., Lopes, Flavia Lombardi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8059806/
https://www.ncbi.nlm.nih.gov/pubmed/33882076
http://dx.doi.org/10.1371/journal.pone.0249406
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author de Sousa, Marco Antônio Perpétuo
de Athayde, Flavia Regina Florêncio
Maldonado, Mariângela Bueno Cordeiro
de Lima, Andressa Oliveira
Fortes, Marina Rufino S.
Lopes, Flavia Lombardi
author_facet de Sousa, Marco Antônio Perpétuo
de Athayde, Flavia Regina Florêncio
Maldonado, Mariângela Bueno Cordeiro
de Lima, Andressa Oliveira
Fortes, Marina Rufino S.
Lopes, Flavia Lombardi
author_sort de Sousa, Marco Antônio Perpétuo
collection PubMed
description Single nucleotide polymorphisms (SNPs) can have significant effects on phenotypic characteristics in cattle. MicroRNAs (miRNAs) are small, non-coding RNAs that act as post-transcriptional regulators by binding them to target mRNAs. In the present study, we scanned ~56 million SNPs against 1,064 bovine miRNA sequences and analyzed, in silico, their possible effects on target binding prediction, primary miRNA formation, association with QTL regions and the evolutionary conservation for each SNP locus. Following target prediction, we show that 71.6% of miRNA predicted targets were altered as a consequence of SNPs located within the seed region of the mature miRNAs. Next, we identified variations in the Minimum Free Energy (MFE), which represents the capacity to alter molecule stability and, consequently, miRNA maturation. A total of 48.6% of the sequences analyzed showed values within those previously reported as sufficient to alter miRNA maturation. We have also found 131 SNPs in 46 miRNAs, with altered target prediction, occurring in QTL regions. Lastly, analysis of evolutionary conservation scores for each SNP locus suggested that they have a conserved biological function through the evolutionary process. Our results suggest that SNPs in microRNAs have the potential to affect bovine phenotypes and could be of great value for genetic improvement studies, as well as production.
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spelling pubmed-80598062021-05-04 Single nucleotide polymorphisms affect miRNA target prediction in bovine de Sousa, Marco Antônio Perpétuo de Athayde, Flavia Regina Florêncio Maldonado, Mariângela Bueno Cordeiro de Lima, Andressa Oliveira Fortes, Marina Rufino S. Lopes, Flavia Lombardi PLoS One Research Article Single nucleotide polymorphisms (SNPs) can have significant effects on phenotypic characteristics in cattle. MicroRNAs (miRNAs) are small, non-coding RNAs that act as post-transcriptional regulators by binding them to target mRNAs. In the present study, we scanned ~56 million SNPs against 1,064 bovine miRNA sequences and analyzed, in silico, their possible effects on target binding prediction, primary miRNA formation, association with QTL regions and the evolutionary conservation for each SNP locus. Following target prediction, we show that 71.6% of miRNA predicted targets were altered as a consequence of SNPs located within the seed region of the mature miRNAs. Next, we identified variations in the Minimum Free Energy (MFE), which represents the capacity to alter molecule stability and, consequently, miRNA maturation. A total of 48.6% of the sequences analyzed showed values within those previously reported as sufficient to alter miRNA maturation. We have also found 131 SNPs in 46 miRNAs, with altered target prediction, occurring in QTL regions. Lastly, analysis of evolutionary conservation scores for each SNP locus suggested that they have a conserved biological function through the evolutionary process. Our results suggest that SNPs in microRNAs have the potential to affect bovine phenotypes and could be of great value for genetic improvement studies, as well as production. Public Library of Science 2021-04-21 /pmc/articles/PMC8059806/ /pubmed/33882076 http://dx.doi.org/10.1371/journal.pone.0249406 Text en © 2021 Sousa et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
de Sousa, Marco Antônio Perpétuo
de Athayde, Flavia Regina Florêncio
Maldonado, Mariângela Bueno Cordeiro
de Lima, Andressa Oliveira
Fortes, Marina Rufino S.
Lopes, Flavia Lombardi
Single nucleotide polymorphisms affect miRNA target prediction in bovine
title Single nucleotide polymorphisms affect miRNA target prediction in bovine
title_full Single nucleotide polymorphisms affect miRNA target prediction in bovine
title_fullStr Single nucleotide polymorphisms affect miRNA target prediction in bovine
title_full_unstemmed Single nucleotide polymorphisms affect miRNA target prediction in bovine
title_short Single nucleotide polymorphisms affect miRNA target prediction in bovine
title_sort single nucleotide polymorphisms affect mirna target prediction in bovine
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8059806/
https://www.ncbi.nlm.nih.gov/pubmed/33882076
http://dx.doi.org/10.1371/journal.pone.0249406
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