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Muscle transcriptome analysis reveals genes and metabolic pathways related to mineral concentration in Bos indicus

Mineral content affects the biological processes underlying beef quality. Muscle mineral concentration depends not only on intake-outtake balance and muscle type, but also on age, environment, breed, and genetic factors. To unveil the genetic factors involved in muscle mineral concentration, we appl...

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Autores principales: Afonso, Juliana, Coutinho, Luiz Lehmann, Tizioto, Polyana Cristine, da Silva Diniz, Wellison Jarles, de Lima, Andressa Oliveira, Rocha, Marina Ibelli Pereira, Buss, Carlos Eduardo, Andrade, Bruno Gabriel Nascimento, Piaya, Otávio, da Silva, Juliana Virginio, Lins, Laura Albuquerque, Gromboni, Caio Fernando, Nogueira, Ana Rita Araújo, Fortes, Marina Rufino Salinas, Mourao, Gerson Barreto, de Almeida Regitano, Luciana Correia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6722098/
https://www.ncbi.nlm.nih.gov/pubmed/31481722
http://dx.doi.org/10.1038/s41598-019-49089-x
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author Afonso, Juliana
Coutinho, Luiz Lehmann
Tizioto, Polyana Cristine
da Silva Diniz, Wellison Jarles
de Lima, Andressa Oliveira
Rocha, Marina Ibelli Pereira
Buss, Carlos Eduardo
Andrade, Bruno Gabriel Nascimento
Piaya, Otávio
da Silva, Juliana Virginio
Lins, Laura Albuquerque
Gromboni, Caio Fernando
Nogueira, Ana Rita Araújo
Fortes, Marina Rufino Salinas
Mourao, Gerson Barreto
de Almeida Regitano, Luciana Correia
author_facet Afonso, Juliana
Coutinho, Luiz Lehmann
Tizioto, Polyana Cristine
da Silva Diniz, Wellison Jarles
de Lima, Andressa Oliveira
Rocha, Marina Ibelli Pereira
Buss, Carlos Eduardo
Andrade, Bruno Gabriel Nascimento
Piaya, Otávio
da Silva, Juliana Virginio
Lins, Laura Albuquerque
Gromboni, Caio Fernando
Nogueira, Ana Rita Araújo
Fortes, Marina Rufino Salinas
Mourao, Gerson Barreto
de Almeida Regitano, Luciana Correia
author_sort Afonso, Juliana
collection PubMed
description Mineral content affects the biological processes underlying beef quality. Muscle mineral concentration depends not only on intake-outtake balance and muscle type, but also on age, environment, breed, and genetic factors. To unveil the genetic factors involved in muscle mineral concentration, we applied a pairwise differential gene expression analysis in groups of Nelore steers genetically divergent for nine different mineral concentrations. Here, based on significant expression differences between contrasting groups, we presented candidate genes for the genetic regulation of mineral concentration in muscle. Functional enrichment and protein-protein interaction network analyses were carried out to search for gene regulatory processes concerning each mineral. The core genetic regulation for all minerals studied, except Zn, seems to rest on interactions between components of the extracellular matrix. Regulation of adipogenesis-related pathways was also significant in our results. Antagonistic patterns of gene expression for fatty acid metabolism-related genes may explain the Cu and Zn antagonistic effect on fatty acid accumulation. Our results shed light on the role of these minerals on cell function.
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spelling pubmed-67220982019-09-17 Muscle transcriptome analysis reveals genes and metabolic pathways related to mineral concentration in Bos indicus Afonso, Juliana Coutinho, Luiz Lehmann Tizioto, Polyana Cristine da Silva Diniz, Wellison Jarles de Lima, Andressa Oliveira Rocha, Marina Ibelli Pereira Buss, Carlos Eduardo Andrade, Bruno Gabriel Nascimento Piaya, Otávio da Silva, Juliana Virginio Lins, Laura Albuquerque Gromboni, Caio Fernando Nogueira, Ana Rita Araújo Fortes, Marina Rufino Salinas Mourao, Gerson Barreto de Almeida Regitano, Luciana Correia Sci Rep Article Mineral content affects the biological processes underlying beef quality. Muscle mineral concentration depends not only on intake-outtake balance and muscle type, but also on age, environment, breed, and genetic factors. To unveil the genetic factors involved in muscle mineral concentration, we applied a pairwise differential gene expression analysis in groups of Nelore steers genetically divergent for nine different mineral concentrations. Here, based on significant expression differences between contrasting groups, we presented candidate genes for the genetic regulation of mineral concentration in muscle. Functional enrichment and protein-protein interaction network analyses were carried out to search for gene regulatory processes concerning each mineral. The core genetic regulation for all minerals studied, except Zn, seems to rest on interactions between components of the extracellular matrix. Regulation of adipogenesis-related pathways was also significant in our results. Antagonistic patterns of gene expression for fatty acid metabolism-related genes may explain the Cu and Zn antagonistic effect on fatty acid accumulation. Our results shed light on the role of these minerals on cell function. Nature Publishing Group UK 2019-09-03 /pmc/articles/PMC6722098/ /pubmed/31481722 http://dx.doi.org/10.1038/s41598-019-49089-x Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Afonso, Juliana
Coutinho, Luiz Lehmann
Tizioto, Polyana Cristine
da Silva Diniz, Wellison Jarles
de Lima, Andressa Oliveira
Rocha, Marina Ibelli Pereira
Buss, Carlos Eduardo
Andrade, Bruno Gabriel Nascimento
Piaya, Otávio
da Silva, Juliana Virginio
Lins, Laura Albuquerque
Gromboni, Caio Fernando
Nogueira, Ana Rita Araújo
Fortes, Marina Rufino Salinas
Mourao, Gerson Barreto
de Almeida Regitano, Luciana Correia
Muscle transcriptome analysis reveals genes and metabolic pathways related to mineral concentration in Bos indicus
title Muscle transcriptome analysis reveals genes and metabolic pathways related to mineral concentration in Bos indicus
title_full Muscle transcriptome analysis reveals genes and metabolic pathways related to mineral concentration in Bos indicus
title_fullStr Muscle transcriptome analysis reveals genes and metabolic pathways related to mineral concentration in Bos indicus
title_full_unstemmed Muscle transcriptome analysis reveals genes and metabolic pathways related to mineral concentration in Bos indicus
title_short Muscle transcriptome analysis reveals genes and metabolic pathways related to mineral concentration in Bos indicus
title_sort muscle transcriptome analysis reveals genes and metabolic pathways related to mineral concentration in bos indicus
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6722098/
https://www.ncbi.nlm.nih.gov/pubmed/31481722
http://dx.doi.org/10.1038/s41598-019-49089-x
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