Milk yield persistency in Brazilian Gyr cattle based on a random regression model

Bibliographic Details
Main Author: Pereira, R. J. [UNESP]
Publication Date: 2012
Other Authors: Verneque, R. S., Lopes, P. S., Santana, M. L., Lagrotta, M. R., Torres, R. A., Vercesi Filho, A. E., Machado, M. A.
Format: Article
Language: eng
Source: Repositório Institucional da UNESP
Download full: http://dx.doi.org/10.4238/2012.June.15.9
http://hdl.handle.net/11449/4969
Summary: 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 modelDairy cattlecovariance functionGenetic parameterMilk yield persistencyWith 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.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Univ Estadual Paulista, Fac Ciencias Agr & Vet, Dept Zootecnia, Jaboticabal, SP, BrazilEmpresa Brasileira de Pesquisa Agropecuária (EMBRAPA) Gado Leite, Juiz de Fora, MG, BrazilUniversidade Federal de Viçosa (UFV), Dept Zootecnia, Vicosa, MG, BrazilUniv Fed Mato Grosso, Inst Ciencias Agr & Tecnol, Rondonopolis, MT, BrazilAgencia Paulista Tecnol Agronegocios, Mococa, SP, BrazilUniv Estadual Paulista, Fac Ciencias Agr & Vet, Dept Zootecnia, Jaboticabal, SP, BrazilFunpec-editoraUniversidade Estadual Paulista (Unesp)Empresa Brasileira de Pesquisa Agropecuária (EMBRAPA)Universidade Federal de Viçosa (UFV)Univ Fed Mato GrossoAgência Paulista de Tecnologia dos Agronegócios (APTA)Pereira, R. J. [UNESP]Verneque, R. S.Lopes, P. S.Santana, M. L.Lagrotta, M. R.Torres, R. A.Vercesi Filho, A. E.Machado, M. A.2014-05-20T13:19:12Z2014-05-20T13:19:12Z2012-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article1599-1609application/pdfhttp://dx.doi.org/10.4238/2012.June.15.9Genetics and Molecular Research. Ribeirao Preto: Funpec-editora, v. 11, n. 2, p. 1599-1609, 2012.1676-5680http://hdl.handle.net/11449/496910.4238/2012.June.15.9WOS:000305519600087WOS000305519600087.pdfWeb of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengGenetics and Molecular Research0,439info:eu-repo/semantics/openAccess2024-06-07T18:39:18Zoai:repositorio.unesp.br:11449/4969Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestrepositoriounesp@unesp.bropendoar:29462025-03-28T14:42:22.550431Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)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. [UNESP]
Dairy cattle
covariance function
Genetic parameter
Milk yield persistency
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. [UNESP]
author_facet Pereira, R. J. [UNESP]
Verneque, R. S.
Lopes, P. S.
Santana, M. L.
Lagrotta, M. R.
Torres, R. A.
Vercesi Filho, A. E.
Machado, M. A.
author_role author
author2 Verneque, R. S.
Lopes, P. S.
Santana, 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 Universidade Estadual Paulista (Unesp)
Empresa Brasileira de Pesquisa Agropecuária (EMBRAPA)
Universidade Federal de Viçosa (UFV)
Univ Fed Mato Grosso
Agência Paulista de Tecnologia dos Agronegócios (APTA)
dc.contributor.author.fl_str_mv Pereira, R. J. [UNESP]
Verneque, R. S.
Lopes, P. S.
Santana, M. L.
Lagrotta, M. R.
Torres, R. A.
Vercesi Filho, A. E.
Machado, M. A.
dc.subject.por.fl_str_mv Dairy cattle
covariance function
Genetic parameter
Milk yield persistency
topic Dairy cattle
covariance function
Genetic parameter
Milk yield persistency
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 2012-01-01
2014-05-20T13:19:12Z
2014-05-20T13:19:12Z
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 http://dx.doi.org/10.4238/2012.June.15.9
Genetics and Molecular Research. Ribeirao Preto: Funpec-editora, v. 11, n. 2, p. 1599-1609, 2012.
1676-5680
http://hdl.handle.net/11449/4969
10.4238/2012.June.15.9
WOS:000305519600087
WOS000305519600087.pdf
url http://dx.doi.org/10.4238/2012.June.15.9
http://hdl.handle.net/11449/4969
identifier_str_mv Genetics and Molecular Research. Ribeirao Preto: Funpec-editora, v. 11, n. 2, p. 1599-1609, 2012.
1676-5680
10.4238/2012.June.15.9
WOS:000305519600087
WOS000305519600087.pdf
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Genetics and Molecular Research
0,439
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 1599-1609
application/pdf
dc.publisher.none.fl_str_mv Funpec-editora
publisher.none.fl_str_mv Funpec-editora
dc.source.none.fl_str_mv Web of Science
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv repositoriounesp@unesp.br
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