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Integrated analyses of the methylome and transcriptome to unravel sex differences in the perirenal fat from suckling lambs
In sheep, differences were observed regarding fat accumulation and fatty acid (FA) composition between males and females, which may impact the quality and organoleptic characteristics of the meat. The integration of different omics technologies is a relevant approach for investigating biological and...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9663842/ https://www.ncbi.nlm.nih.gov/pubmed/36386829 http://dx.doi.org/10.3389/fgene.2022.1035063 |
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author | Fonseca, Pablo A. S. Alonso-García, María Pelayo, Rocio Marina, Hector Esteban-Blanco, Cristina Mateo, Javier Gutiérrez-Gil, Beatriz Arranz, Juan-José Suárez-Vega, Aroa |
author_facet | Fonseca, Pablo A. S. Alonso-García, María Pelayo, Rocio Marina, Hector Esteban-Blanco, Cristina Mateo, Javier Gutiérrez-Gil, Beatriz Arranz, Juan-José Suárez-Vega, Aroa |
author_sort | Fonseca, Pablo A. S. |
collection | PubMed |
description | In sheep, differences were observed regarding fat accumulation and fatty acid (FA) composition between males and females, which may impact the quality and organoleptic characteristics of the meat. The integration of different omics technologies is a relevant approach for investigating biological and genetic mechanisms associated with complex traits. Here, the perirenal tissue of six male and six female Assaf suckling lambs was evaluated using RNA sequencing and whole-genome bisulfite sequencing (WGBS). A multiomic discriminant analysis using multiblock (s)PLS-DA allowed the identification of 314 genes and 627 differentially methylated regions (within these genes), which perfectly discriminate between males and females. These candidate genes overlapped with previously reported QTLs for carcass fat volume and percentage of different FAs in milk and meat from sheep. Additionally, differentially coexpressed (DcoExp) modules of genes between males (nine) and females (three) were identified that harbour 22 of these selected genes. Interestingly, these DcoExp were significantly correlated with fat percentage in different deposits (renal, pelvic, subcutaneous and intramuscular) and were associated with relevant biological processes for adipogenesis, adipocyte differentiation, fat volume and FA composition. Consequently, these genes may potentially impact adiposity and meat quality traits in a sex-specific manner, such as juiciness, tenderness and flavour. |
format | Online Article Text |
id | pubmed-9663842 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96638422022-11-15 Integrated analyses of the methylome and transcriptome to unravel sex differences in the perirenal fat from suckling lambs Fonseca, Pablo A. S. Alonso-García, María Pelayo, Rocio Marina, Hector Esteban-Blanco, Cristina Mateo, Javier Gutiérrez-Gil, Beatriz Arranz, Juan-José Suárez-Vega, Aroa Front Genet Genetics In sheep, differences were observed regarding fat accumulation and fatty acid (FA) composition between males and females, which may impact the quality and organoleptic characteristics of the meat. The integration of different omics technologies is a relevant approach for investigating biological and genetic mechanisms associated with complex traits. Here, the perirenal tissue of six male and six female Assaf suckling lambs was evaluated using RNA sequencing and whole-genome bisulfite sequencing (WGBS). A multiomic discriminant analysis using multiblock (s)PLS-DA allowed the identification of 314 genes and 627 differentially methylated regions (within these genes), which perfectly discriminate between males and females. These candidate genes overlapped with previously reported QTLs for carcass fat volume and percentage of different FAs in milk and meat from sheep. Additionally, differentially coexpressed (DcoExp) modules of genes between males (nine) and females (three) were identified that harbour 22 of these selected genes. Interestingly, these DcoExp were significantly correlated with fat percentage in different deposits (renal, pelvic, subcutaneous and intramuscular) and were associated with relevant biological processes for adipogenesis, adipocyte differentiation, fat volume and FA composition. Consequently, these genes may potentially impact adiposity and meat quality traits in a sex-specific manner, such as juiciness, tenderness and flavour. Frontiers Media S.A. 2022-11-01 /pmc/articles/PMC9663842/ /pubmed/36386829 http://dx.doi.org/10.3389/fgene.2022.1035063 Text en Copyright © 2022 Fonseca, Alonso-García, Pelayo, Marina, Esteban-Blanco, Mateo, Gutiérrez-Gil, Arranz and Suárez-Vega. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Genetics Fonseca, Pablo A. S. Alonso-García, María Pelayo, Rocio Marina, Hector Esteban-Blanco, Cristina Mateo, Javier Gutiérrez-Gil, Beatriz Arranz, Juan-José Suárez-Vega, Aroa Integrated analyses of the methylome and transcriptome to unravel sex differences in the perirenal fat from suckling lambs |
title | Integrated analyses of the methylome and transcriptome to unravel sex differences in the perirenal fat from suckling lambs |
title_full | Integrated analyses of the methylome and transcriptome to unravel sex differences in the perirenal fat from suckling lambs |
title_fullStr | Integrated analyses of the methylome and transcriptome to unravel sex differences in the perirenal fat from suckling lambs |
title_full_unstemmed | Integrated analyses of the methylome and transcriptome to unravel sex differences in the perirenal fat from suckling lambs |
title_short | Integrated analyses of the methylome and transcriptome to unravel sex differences in the perirenal fat from suckling lambs |
title_sort | integrated analyses of the methylome and transcriptome to unravel sex differences in the perirenal fat from suckling lambs |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9663842/ https://www.ncbi.nlm.nih.gov/pubmed/36386829 http://dx.doi.org/10.3389/fgene.2022.1035063 |
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