Milk yield persistency in brazilian gyr cattle based on a random regression model.
Autor(a) principal: | |
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Data de Publicação: | 2012 |
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/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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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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1822721650274074624 |