Bayesian inference in genetic parameter estimation of visual scores in Nellore beef-cattle.
Autor(a) principal: | |
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Data de Publicação: | 2009 |
Outros Autores: | , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) |
Texto Completo: | http://www.alice.cnptia.embrapa.br/alice/handle/doc/578888 |
Resumo: | The aim of this study was to estimate the components of variance and genetic parameters for the visual scores which constitute the Morphological Evaluation System (MES), such as body structure (S), precocity (P) and musculature (M) in Nellore beef-cattle at the weaning and yearling stages, by using threshold Bayesian models. The information used for this was gleaned from visual scores of 5,407 animals evaluated at the weaning and 2,649 at the yearling stages. The genetic parameters for visual score traits were estimated through two-trait analysis, using the threshold animal model, with Bayesian statistics methodology and MTGSAM (Multiple Trait Gibbs Sampler for Animal Models) threshold software. Heritability estimates for S, P and M were 0.68, 0.65 and 0.62 (at weaning) and 0.44, 0.38 and 0.32 (at the yearling stage), respectively. Heritability estimates for S, P and M were found to be high, and so it is expected that these traits should respond favorably to direct selection. The visual scores evaluated at the weaning and yearling stages might be used in the composition of new selection indexes, as they presented sufficient genetic variability to promote genetic progress in such morphological traits. |
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Bayesian inference in genetic parameter estimation of visual scores in Nellore beef-cattle.Características morfológicasNelore cattleGenetic parameterMorphological characteristicsGado NeloreGenética AnimalParâmetro Genéticoanimal geneticsThe aim of this study was to estimate the components of variance and genetic parameters for the visual scores which constitute the Morphological Evaluation System (MES), such as body structure (S), precocity (P) and musculature (M) in Nellore beef-cattle at the weaning and yearling stages, by using threshold Bayesian models. The information used for this was gleaned from visual scores of 5,407 animals evaluated at the weaning and 2,649 at the yearling stages. The genetic parameters for visual score traits were estimated through two-trait analysis, using the threshold animal model, with Bayesian statistics methodology and MTGSAM (Multiple Trait Gibbs Sampler for Animal Models) threshold software. Heritability estimates for S, P and M were 0.68, 0.65 and 0.62 (at weaning) and 0.44, 0.38 and 0.32 (at the yearling stage), respectively. Heritability estimates for S, P and M were found to be high, and so it is expected that these traits should respond favorably to direct selection. The visual scores evaluated at the weaning and yearling stages might be used in the composition of new selection indexes, as they presented sufficient genetic variability to promote genetic progress in such morphological traits.CARINA UBIRAJARA DE FARIA, UFG; WILLIAN KOURY FILHO, BRAZILCOMZ ZOOTECNIA TROPICAL; CLAUDIO DE ULHOA MAGNABOSCO, CPAC; LUCIA GALVÃO DE ALBUQUERQUE, USP; LUIZ ANTONIO FRAMARTINO BEZERRA, USP; RAYSILDO BARBOSA LÔBO, ASSOCIAÇÃO NACIONAL DE CRIADORES E PESQUISADORES.FARIA, C. U. deKOURY FILHO, W.MAGNABOSCO, C. de U.ALBUQUERQUE, L. G. deBEZERRA, L. A. F.LÔBO, R. B.2013-08-02T23:30:33Z2013-08-02T23:30:33Z2009-12-2820092013-08-02T23:30:33Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleGenetics and Molecular Biology, v. 32, n. 4, p. 753-760, 2009.http://www.alice.cnptia.embrapa.br/alice/handle/doc/578888enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPA2013-09-20T14:00:12Zoai:www.alice.cnptia.embrapa.br:doc/578888Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542013-09-20T14:00:12Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false |
dc.title.none.fl_str_mv |
Bayesian inference in genetic parameter estimation of visual scores in Nellore beef-cattle. |
title |
Bayesian inference in genetic parameter estimation of visual scores in Nellore beef-cattle. |
spellingShingle |
Bayesian inference in genetic parameter estimation of visual scores in Nellore beef-cattle. FARIA, C. U. de Características morfológicas Nelore cattle Genetic parameter Morphological characteristics Gado Nelore Genética Animal Parâmetro Genético animal genetics |
title_short |
Bayesian inference in genetic parameter estimation of visual scores in Nellore beef-cattle. |
title_full |
Bayesian inference in genetic parameter estimation of visual scores in Nellore beef-cattle. |
title_fullStr |
Bayesian inference in genetic parameter estimation of visual scores in Nellore beef-cattle. |
title_full_unstemmed |
Bayesian inference in genetic parameter estimation of visual scores in Nellore beef-cattle. |
title_sort |
Bayesian inference in genetic parameter estimation of visual scores in Nellore beef-cattle. |
author |
FARIA, C. U. de |
author_facet |
FARIA, C. U. de KOURY FILHO, W. MAGNABOSCO, C. de U. ALBUQUERQUE, L. G. de BEZERRA, L. A. F. LÔBO, R. B. |
author_role |
author |
author2 |
KOURY FILHO, W. MAGNABOSCO, C. de U. ALBUQUERQUE, L. G. de BEZERRA, L. A. F. LÔBO, R. B. |
author2_role |
author author author author author |
dc.contributor.none.fl_str_mv |
CARINA UBIRAJARA DE FARIA, UFG; WILLIAN KOURY FILHO, BRAZILCOMZ ZOOTECNIA TROPICAL; CLAUDIO DE ULHOA MAGNABOSCO, CPAC; LUCIA GALVÃO DE ALBUQUERQUE, USP; LUIZ ANTONIO FRAMARTINO BEZERRA, USP; RAYSILDO BARBOSA LÔBO, ASSOCIAÇÃO NACIONAL DE CRIADORES E PESQUISADORES. |
dc.contributor.author.fl_str_mv |
FARIA, C. U. de KOURY FILHO, W. MAGNABOSCO, C. de U. ALBUQUERQUE, L. G. de BEZERRA, L. A. F. LÔBO, R. B. |
dc.subject.por.fl_str_mv |
Características morfológicas Nelore cattle Genetic parameter Morphological characteristics Gado Nelore Genética Animal Parâmetro Genético animal genetics |
topic |
Características morfológicas Nelore cattle Genetic parameter Morphological characteristics Gado Nelore Genética Animal Parâmetro Genético animal genetics |
description |
The aim of this study was to estimate the components of variance and genetic parameters for the visual scores which constitute the Morphological Evaluation System (MES), such as body structure (S), precocity (P) and musculature (M) in Nellore beef-cattle at the weaning and yearling stages, by using threshold Bayesian models. The information used for this was gleaned from visual scores of 5,407 animals evaluated at the weaning and 2,649 at the yearling stages. The genetic parameters for visual score traits were estimated through two-trait analysis, using the threshold animal model, with Bayesian statistics methodology and MTGSAM (Multiple Trait Gibbs Sampler for Animal Models) threshold software. Heritability estimates for S, P and M were 0.68, 0.65 and 0.62 (at weaning) and 0.44, 0.38 and 0.32 (at the yearling stage), respectively. Heritability estimates for S, P and M were found to be high, and so it is expected that these traits should respond favorably to direct selection. The visual scores evaluated at the weaning and yearling stages might be used in the composition of new selection indexes, as they presented sufficient genetic variability to promote genetic progress in such morphological traits. |
publishDate |
2009 |
dc.date.none.fl_str_mv |
2009-12-28 2009 2013-08-02T23:30:33Z 2013-08-02T23:30:33Z 2013-08-02T23:30:33Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
Genetics and Molecular Biology, v. 32, n. 4, p. 753-760, 2009. http://www.alice.cnptia.embrapa.br/alice/handle/doc/578888 |
identifier_str_mv |
Genetics and Molecular Biology, v. 32, n. 4, p. 753-760, 2009. |
url |
http://www.alice.cnptia.embrapa.br/alice/handle/doc/578888 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.source.none.fl_str_mv |
reponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa) instacron:EMBRAPA |
instname_str |
Empresa Brasileira de Pesquisa Agropecuária (Embrapa) |
instacron_str |
EMBRAPA |
institution |
EMBRAPA |
reponame_str |
Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) |
collection |
Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) |
repository.name.fl_str_mv |
Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa) |
repository.mail.fl_str_mv |
cg-riaa@embrapa.br |
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1822720966265929728 |