Gene co-expression networks associated with carcass traits reveal new pathways for muscle and fat deposition in Nelore cattle.

Positively correlated with carcass weight and animal growth, the ribeye area (REA) and the backfat thickness (BFT) are economic important carcass traits, which impact directly on producer's payment. The selection of these traits has not been satisfactory since they are expressed later in the animal's life and multigene regulated. So, next-generation technologies have been applied in this area to improve animal's selection and better understand the molecular mechanisms involved in the development of these traits. Correlation network analysis, performed by tools like WGCNA (Weighted Correlation Network Analysis), has been used to explore gene-gene interactions and gene-phenotype correlations. Thus, this study aimed to identify putative candidate genes and metabolic pathways that regulate REA and BFT by constructing a gene co-expression network using WGCNA and RNA sequencing data, to better understand genetic and molecular variations behind these complex traits in Nelore cattle.

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Bibliographic Details
Main Authors: VIGNATO B. S., COUTINHO, L. L., POLETI, M. D., CESAR, A. S. M., MONCAU, C. T., REGITANO, L. C. de A., BALIEIRO, J. C. C.
Other Authors: Bárbara Silva-Vignato, USP; Luiz L. Coutinho, USP; Mirele D. Poleti, USP; Aline S. M. Cesar, USP; Cristina T. Moncau, Universidade Federal de Lavras; LUCIANA CORREIA DE ALMEIDA REGITANO, CPPSE; Júlio C. C. Balieiro, USP.
Format: Artigo de periódico biblioteca
Language:English
eng
Published: 2019-02-15
Subjects:Functional enrichment analysis, RNA-Seq data, WGCNA, Ribeye area, Gordura Animal, Gado Nelore, Carcaça, Backfat, Thickness, Beef carcasses,
Online Access:http://www.alice.cnptia.embrapa.br/alice/handle/doc/1106063
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spelling dig-alice-doc-11060632019-02-15T23:47:12Z Gene co-expression networks associated with carcass traits reveal new pathways for muscle and fat deposition in Nelore cattle. VIGNATO B. S. COUTINHO, L. L. POLETI, M. D. CESAR, A. S. M. MONCAU, C. T. REGITANO, L. C. de A. BALIEIRO, J. C. C. Bárbara Silva-Vignato, USP; Luiz L. Coutinho, USP; Mirele D. Poleti, USP; Aline S. M. Cesar, USP; Cristina T. Moncau, Universidade Federal de Lavras; LUCIANA CORREIA DE ALMEIDA REGITANO, CPPSE; Júlio C. C. Balieiro, USP. Functional enrichment analysis RNA-Seq data WGCNA Ribeye area Gordura Animal Gado Nelore Carcaça Backfat Thickness Beef carcasses Positively correlated with carcass weight and animal growth, the ribeye area (REA) and the backfat thickness (BFT) are economic important carcass traits, which impact directly on producer's payment. The selection of these traits has not been satisfactory since they are expressed later in the animal's life and multigene regulated. So, next-generation technologies have been applied in this area to improve animal's selection and better understand the molecular mechanisms involved in the development of these traits. Correlation network analysis, performed by tools like WGCNA (Weighted Correlation Network Analysis), has been used to explore gene-gene interactions and gene-phenotype correlations. Thus, this study aimed to identify putative candidate genes and metabolic pathways that regulate REA and BFT by constructing a gene co-expression network using WGCNA and RNA sequencing data, to better understand genetic and molecular variations behind these complex traits in Nelore cattle. 2019-02-15T23:47:05Z 2019-02-15T23:47:05Z 2019-02-15 2019 2019-11-29T11:11:11Z Artigo de periódico Genomics, v. 20, n. 32, p. 2-13, 2019. http://www.alice.cnptia.embrapa.br/alice/handle/doc/1106063 10.1186/s12864-018-5345-y en eng openAccess
institution EMBRAPA
collection DSpace
country Brasil
countrycode BR
component Bibliográfico
access En linea
databasecode dig-alice
tag biblioteca
region America del Sur
libraryname Sistema de bibliotecas de EMBRAPA
language English
eng
topic Functional enrichment analysis
RNA-Seq data
WGCNA
Ribeye area
Gordura Animal
Gado Nelore
Carcaça
Backfat
Thickness
Beef carcasses
Functional enrichment analysis
RNA-Seq data
WGCNA
Ribeye area
Gordura Animal
Gado Nelore
Carcaça
Backfat
Thickness
Beef carcasses
spellingShingle Functional enrichment analysis
RNA-Seq data
WGCNA
Ribeye area
Gordura Animal
Gado Nelore
Carcaça
Backfat
Thickness
Beef carcasses
Functional enrichment analysis
RNA-Seq data
WGCNA
Ribeye area
Gordura Animal
Gado Nelore
Carcaça
Backfat
Thickness
Beef carcasses
VIGNATO B. S.
COUTINHO, L. L.
POLETI, M. D.
CESAR, A. S. M.
MONCAU, C. T.
REGITANO, L. C. de A.
BALIEIRO, J. C. C.
Gene co-expression networks associated with carcass traits reveal new pathways for muscle and fat deposition in Nelore cattle.
description Positively correlated with carcass weight and animal growth, the ribeye area (REA) and the backfat thickness (BFT) are economic important carcass traits, which impact directly on producer's payment. The selection of these traits has not been satisfactory since they are expressed later in the animal's life and multigene regulated. So, next-generation technologies have been applied in this area to improve animal's selection and better understand the molecular mechanisms involved in the development of these traits. Correlation network analysis, performed by tools like WGCNA (Weighted Correlation Network Analysis), has been used to explore gene-gene interactions and gene-phenotype correlations. Thus, this study aimed to identify putative candidate genes and metabolic pathways that regulate REA and BFT by constructing a gene co-expression network using WGCNA and RNA sequencing data, to better understand genetic and molecular variations behind these complex traits in Nelore cattle.
author2 Bárbara Silva-Vignato, USP; Luiz L. Coutinho, USP; Mirele D. Poleti, USP; Aline S. M. Cesar, USP; Cristina T. Moncau, Universidade Federal de Lavras; LUCIANA CORREIA DE ALMEIDA REGITANO, CPPSE; Júlio C. C. Balieiro, USP.
author_facet Bárbara Silva-Vignato, USP; Luiz L. Coutinho, USP; Mirele D. Poleti, USP; Aline S. M. Cesar, USP; Cristina T. Moncau, Universidade Federal de Lavras; LUCIANA CORREIA DE ALMEIDA REGITANO, CPPSE; Júlio C. C. Balieiro, USP.
VIGNATO B. S.
COUTINHO, L. L.
POLETI, M. D.
CESAR, A. S. M.
MONCAU, C. T.
REGITANO, L. C. de A.
BALIEIRO, J. C. C.
format Artigo de periódico
topic_facet Functional enrichment analysis
RNA-Seq data
WGCNA
Ribeye area
Gordura Animal
Gado Nelore
Carcaça
Backfat
Thickness
Beef carcasses
author VIGNATO B. S.
COUTINHO, L. L.
POLETI, M. D.
CESAR, A. S. M.
MONCAU, C. T.
REGITANO, L. C. de A.
BALIEIRO, J. C. C.
author_sort VIGNATO B. S.
title Gene co-expression networks associated with carcass traits reveal new pathways for muscle and fat deposition in Nelore cattle.
title_short Gene co-expression networks associated with carcass traits reveal new pathways for muscle and fat deposition in Nelore cattle.
title_full Gene co-expression networks associated with carcass traits reveal new pathways for muscle and fat deposition in Nelore cattle.
title_fullStr Gene co-expression networks associated with carcass traits reveal new pathways for muscle and fat deposition in Nelore cattle.
title_full_unstemmed Gene co-expression networks associated with carcass traits reveal new pathways for muscle and fat deposition in Nelore cattle.
title_sort gene co-expression networks associated with carcass traits reveal new pathways for muscle and fat deposition in nelore cattle.
publishDate 2019-02-15
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/1106063
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