Milk yield persistency in brazilian gyr cattle based on a random regression model.

Detalhes bibliográficos
Autor(a) principal: PEREIRA, R. J.
Data de Publicação: 2012
Outros Autores: VERNEQUE, R. da S., LOPES, P. S., SANTANA JUNIOR, M. L., LAGROTTA, M. R., TORRES, R. A., VERCESI FILHO, A. E., MACHADO, M. A.
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/942286
https://doi.org/10.4238/2012.june.15.9
Resumo: With the objective of evaluating measures of milk yield persistency, 27,000 test-day milk yield records from 3362 first lactations of Brazilian Gyr cows that calved between 1990 and 2007 were analyzed with a random regression model. Random, additive genetic and permanent environmental effects were modeled using Legendre polynomials of order 4 and 5, respectively. Residual variance was modeled using five classes. The average lactation curve was modeled using a fourth-order Legendre polynomial. Heritability estimates for measures of persistency ranged from 0.10 to 0.25. Genetic correlations between measures of persistency and 305-day milk yield (Y305) ranged from -0.52 to 0.03. At high selection intensities for persistency measures and Y305, few animals were selected in common. As the selection intensity for the two traits decreased, a higher percentage of animals were selected in common. The average predicted breeding values for Y305 according to year of birth of the cows had a substantial annual genetic gain. In contrast, no improvement in the average persistency breeding value was observed. We conclude that selection for total milk yield during lactation does not identify bulls or cows that are genetically superior in terms of milk yield persistency. A measure of persistency represented by the sum of deviations of estimated breeding value for days 31 to 280 in relation to estimated breeding value for day 30 should be preferred in genetic evaluations of this trait in the Gyr breed, since this measure showed a medium heritability and a genetic correlation with 305-day milk yield close to zero. In addition, this measure is more adequate at the time of peak lactation, which occurs between days 25 and 30 after calving in this breed.
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spelling Milk yield persistency in brazilian gyr cattle based on a random regression model.Parametros genéticosFunção de covariânciaProdução de leiteGado LeiteiroWith the objective of evaluating measures of milk yield persistency, 27,000 test-day milk yield records from 3362 first lactations of Brazilian Gyr cows that calved between 1990 and 2007 were analyzed with a random regression model. Random, additive genetic and permanent environmental effects were modeled using Legendre polynomials of order 4 and 5, respectively. Residual variance was modeled using five classes. The average lactation curve was modeled using a fourth-order Legendre polynomial. Heritability estimates for measures of persistency ranged from 0.10 to 0.25. Genetic correlations between measures of persistency and 305-day milk yield (Y305) ranged from -0.52 to 0.03. At high selection intensities for persistency measures and Y305, few animals were selected in common. As the selection intensity for the two traits decreased, a higher percentage of animals were selected in common. The average predicted breeding values for Y305 according to year of birth of the cows had a substantial annual genetic gain. In contrast, no improvement in the average persistency breeding value was observed. We conclude that selection for total milk yield during lactation does not identify bulls or cows that are genetically superior in terms of milk yield persistency. A measure of persistency represented by the sum of deviations of estimated breeding value for days 31 to 280 in relation to estimated breeding value for day 30 should be preferred in genetic evaluations of this trait in the Gyr breed, since this measure showed a medium heritability and a genetic correlation with 305-day milk yield close to zero. In addition, this measure is more adequate at the time of peak lactation, which occurs between days 25 and 30 after calving in this breed.R. J. PEREIRA, UNESP; RUI DA SILVA VERNEQUE, CNPGL; P. S. LOPES, UFV; M. L. SANTANA JUNIOR, UFMT; M. R. LAGROTTA, UFV; R. A. TORRES, UFV; A. E. VERCESI FILHO, APTA; MARCO ANTONIO MACHADO, CNPGL.PEREIRA, R. J.VERNEQUE, R. da S.LOPES, P. S.SANTANA JUNIOR, M. L.LAGROTTA, M. R.TORRES, R. A.VERCESI FILHO, A. E.MACHADO, M. A.2024-02-09T18:32:37Z2024-02-09T18:32:37Z2012-12-122012info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleGenetics and Molecular Research, v. 11, n. 2., p. 1599-1609, 2012.http://www.alice.cnptia.embrapa.br/alice/handle/doc/942286https://doi.org/10.4238/2012.june.15.9enginfo: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:EMBRAPA2024-02-09T18:32:37Zoai:www.alice.cnptia.embrapa.br:doc/942286Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542024-02-09T18:32:37Repositório 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 Milk yield persistency in brazilian gyr cattle based on a random regression model.
title Milk yield persistency in brazilian gyr cattle based on a random regression model.
spellingShingle Milk yield persistency in brazilian gyr cattle based on a random regression model.
PEREIRA, R. J.
Parametros genéticos
Função de covariância
Produção de leite
Gado Leiteiro
title_short Milk yield persistency in brazilian gyr cattle based on a random regression model.
title_full Milk yield persistency in brazilian gyr cattle based on a random regression model.
title_fullStr Milk yield persistency in brazilian gyr cattle based on a random regression model.
title_full_unstemmed Milk yield persistency in brazilian gyr cattle based on a random regression model.
title_sort Milk yield persistency in brazilian gyr cattle based on a random regression model.
author PEREIRA, R. J.
author_facet PEREIRA, R. J.
VERNEQUE, R. da S.
LOPES, P. S.
SANTANA JUNIOR, M. L.
LAGROTTA, M. R.
TORRES, R. A.
VERCESI FILHO, A. E.
MACHADO, M. A.
author_role author
author2 VERNEQUE, R. da S.
LOPES, P. S.
SANTANA JUNIOR, M. L.
LAGROTTA, M. R.
TORRES, R. A.
VERCESI FILHO, A. E.
MACHADO, M. A.
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv R. J. PEREIRA, UNESP; RUI DA SILVA VERNEQUE, CNPGL; P. S. LOPES, UFV; M. L. SANTANA JUNIOR, UFMT; M. R. LAGROTTA, UFV; R. A. TORRES, UFV; A. E. VERCESI FILHO, APTA; MARCO ANTONIO MACHADO, CNPGL.
dc.contributor.author.fl_str_mv PEREIRA, R. J.
VERNEQUE, R. da S.
LOPES, P. S.
SANTANA JUNIOR, M. L.
LAGROTTA, M. R.
TORRES, R. A.
VERCESI FILHO, A. E.
MACHADO, M. A.
dc.subject.por.fl_str_mv Parametros genéticos
Função de covariância
Produção de leite
Gado Leiteiro
topic Parametros genéticos
Função de covariância
Produção de leite
Gado Leiteiro
description With the objective of evaluating measures of milk yield persistency, 27,000 test-day milk yield records from 3362 first lactations of Brazilian Gyr cows that calved between 1990 and 2007 were analyzed with a random regression model. Random, additive genetic and permanent environmental effects were modeled using Legendre polynomials of order 4 and 5, respectively. Residual variance was modeled using five classes. The average lactation curve was modeled using a fourth-order Legendre polynomial. Heritability estimates for measures of persistency ranged from 0.10 to 0.25. Genetic correlations between measures of persistency and 305-day milk yield (Y305) ranged from -0.52 to 0.03. At high selection intensities for persistency measures and Y305, few animals were selected in common. As the selection intensity for the two traits decreased, a higher percentage of animals were selected in common. The average predicted breeding values for Y305 according to year of birth of the cows had a substantial annual genetic gain. In contrast, no improvement in the average persistency breeding value was observed. We conclude that selection for total milk yield during lactation does not identify bulls or cows that are genetically superior in terms of milk yield persistency. A measure of persistency represented by the sum of deviations of estimated breeding value for days 31 to 280 in relation to estimated breeding value for day 30 should be preferred in genetic evaluations of this trait in the Gyr breed, since this measure showed a medium heritability and a genetic correlation with 305-day milk yield close to zero. In addition, this measure is more adequate at the time of peak lactation, which occurs between days 25 and 30 after calving in this breed.
publishDate 2012
dc.date.none.fl_str_mv 2012-12-12
2012
2024-02-09T18:32:37Z
2024-02-09T18:32:37Z
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 Research, v. 11, n. 2., p. 1599-1609, 2012.
http://www.alice.cnptia.embrapa.br/alice/handle/doc/942286
https://doi.org/10.4238/2012.june.15.9
identifier_str_mv Genetics and Molecular Research, v. 11, n. 2., p. 1599-1609, 2012.
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/942286
https://doi.org/10.4238/2012.june.15.9
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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