Quantitative genetic study of age at subsequent rebreeding in Nellore cattle by using survival analysis

Detalhes bibliográficos
Autor(a) principal: Van Melis, M. H. [UNESP]
Data de Publicação: 2014
Outros Autores: Figueiredo, L. G. G. [UNESP], Oliveira, H. N. [UNESP], Eler, J. P., Rosa, G. J. M., Santana, M. L., Rezende, F. M., Ferraz, J. B. S.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.4238/2014.May.30.2
http://hdl.handle.net/11449/111605
Resumo: The continuous trait age at subsequent rebreeding (ASR) was evaluated using survival analysis in Nellore breed cows that conceived for the first time at approximately 14 months of age. This methodology was chosen because the restricted breeding season produces censored data. The dataset contained 2885 records of ASR (in days). Records of females that did not produce calves in the following year after being exposed to a sire were considered censored (48.3% of the total). The statistical model used was a Weibull mixed survival model, which included fixed effects of contemporary groups (CG) and period and a random effect of individual animal. The effect of contemporary groups on ASR was significant (P < 0.01). Heritabilities obtained for ASR were 0.03 and 0.04 in logarithmic and original scales, respectively. These results indicate that the genetic selection response for subsequent reproduction of 2-year-old Nellore breed females is not expected to be effective based on survival analysis. Furthermore, these results suggest that environmental improvement is fundamental to this important trait. It should be highlighted that an increase in the average date of birth can produce an adverse effect in the future, since this cannot be compensated by genetic improvement.
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spelling Quantitative genetic study of age at subsequent rebreeding in Nellore cattle by using survival analysisBeef cattleCensored recordsFertilityHeritabilityReproductionThe continuous trait age at subsequent rebreeding (ASR) was evaluated using survival analysis in Nellore breed cows that conceived for the first time at approximately 14 months of age. This methodology was chosen because the restricted breeding season produces censored data. The dataset contained 2885 records of ASR (in days). Records of females that did not produce calves in the following year after being exposed to a sire were considered censored (48.3% of the total). The statistical model used was a Weibull mixed survival model, which included fixed effects of contemporary groups (CG) and period and a random effect of individual animal. The effect of contemporary groups on ASR was significant (P < 0.01). Heritabilities obtained for ASR were 0.03 and 0.04 in logarithmic and original scales, respectively. These results indicate that the genetic selection response for subsequent reproduction of 2-year-old Nellore breed females is not expected to be effective based on survival analysis. Furthermore, these results suggest that environmental improvement is fundamental to this important trait. It should be highlighted that an increase in the average date of birth can produce an adverse effect in the future, since this cannot be compensated by genetic improvement.Univ Estadual Paulista, Botucatu, SP, BrazilUniv Sao Paulo, Pirassununga, SP, BrazilUniv Estadual Paulista, Jaboticabal, BrazilUniv Fed Mato Grosso, Rondonopolis, MT, BrazilUniv Wisconsin, Madison, WI 53706 USAUniv Fed Uberlandia, Inst Genet & Bioquim, Patos De Minas, MG, BrazilUniv Estadual Paulista, Botucatu, SP, BrazilUniv Estadual Paulista, Jaboticabal, BrazilFunpec-editoraUniversidade Estadual Paulista (Unesp)Universidade de São Paulo (USP)Univ Fed Mato GrossoUniv WisconsinUniversidade Federal de Uberlândia (UFU)Van Melis, M. H. [UNESP]Figueiredo, L. G. G. [UNESP]Oliveira, H. N. [UNESP]Eler, J. P.Rosa, G. J. M.Santana, M. L.Rezende, F. M.Ferraz, J. B. S.2014-12-03T13:08:49Z2014-12-03T13:08:49Z2014-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article4071-4082application/pdfhttp://dx.doi.org/10.4238/2014.May.30.2Genetics And Molecular Research. Ribeirao Preto: Funpec-editora, v. 13, n. 2, p. 4071-4082, 2014.1676-5680http://hdl.handle.net/11449/11160510.4238/2014.May.30.2WOS:000336729500181WOS000336729500181.pdfWeb of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengGenetics and Molecular Research0,439info:eu-repo/semantics/openAccess2023-10-07T06:03:22Zoai:repositorio.unesp.br:11449/111605Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T14:12:59.102121Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Quantitative genetic study of age at subsequent rebreeding in Nellore cattle by using survival analysis
title Quantitative genetic study of age at subsequent rebreeding in Nellore cattle by using survival analysis
spellingShingle Quantitative genetic study of age at subsequent rebreeding in Nellore cattle by using survival analysis
Van Melis, M. H. [UNESP]
Beef cattle
Censored records
Fertility
Heritability
Reproduction
title_short Quantitative genetic study of age at subsequent rebreeding in Nellore cattle by using survival analysis
title_full Quantitative genetic study of age at subsequent rebreeding in Nellore cattle by using survival analysis
title_fullStr Quantitative genetic study of age at subsequent rebreeding in Nellore cattle by using survival analysis
title_full_unstemmed Quantitative genetic study of age at subsequent rebreeding in Nellore cattle by using survival analysis
title_sort Quantitative genetic study of age at subsequent rebreeding in Nellore cattle by using survival analysis
author Van Melis, M. H. [UNESP]
author_facet Van Melis, M. H. [UNESP]
Figueiredo, L. G. G. [UNESP]
Oliveira, H. N. [UNESP]
Eler, J. P.
Rosa, G. J. M.
Santana, M. L.
Rezende, F. M.
Ferraz, J. B. S.
author_role author
author2 Figueiredo, L. G. G. [UNESP]
Oliveira, H. N. [UNESP]
Eler, J. P.
Rosa, G. J. M.
Santana, M. L.
Rezende, F. M.
Ferraz, J. B. S.
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
Universidade de São Paulo (USP)
Univ Fed Mato Grosso
Univ Wisconsin
Universidade Federal de Uberlândia (UFU)
dc.contributor.author.fl_str_mv Van Melis, M. H. [UNESP]
Figueiredo, L. G. G. [UNESP]
Oliveira, H. N. [UNESP]
Eler, J. P.
Rosa, G. J. M.
Santana, M. L.
Rezende, F. M.
Ferraz, J. B. S.
dc.subject.por.fl_str_mv Beef cattle
Censored records
Fertility
Heritability
Reproduction
topic Beef cattle
Censored records
Fertility
Heritability
Reproduction
description The continuous trait age at subsequent rebreeding (ASR) was evaluated using survival analysis in Nellore breed cows that conceived for the first time at approximately 14 months of age. This methodology was chosen because the restricted breeding season produces censored data. The dataset contained 2885 records of ASR (in days). Records of females that did not produce calves in the following year after being exposed to a sire were considered censored (48.3% of the total). The statistical model used was a Weibull mixed survival model, which included fixed effects of contemporary groups (CG) and period and a random effect of individual animal. The effect of contemporary groups on ASR was significant (P < 0.01). Heritabilities obtained for ASR were 0.03 and 0.04 in logarithmic and original scales, respectively. These results indicate that the genetic selection response for subsequent reproduction of 2-year-old Nellore breed females is not expected to be effective based on survival analysis. Furthermore, these results suggest that environmental improvement is fundamental to this important trait. It should be highlighted that an increase in the average date of birth can produce an adverse effect in the future, since this cannot be compensated by genetic improvement.
publishDate 2014
dc.date.none.fl_str_mv 2014-12-03T13:08:49Z
2014-12-03T13:08:49Z
2014-01-01
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/10.4238/2014.May.30.2
Genetics And Molecular Research. Ribeirao Preto: Funpec-editora, v. 13, n. 2, p. 4071-4082, 2014.
1676-5680
http://hdl.handle.net/11449/111605
10.4238/2014.May.30.2
WOS:000336729500181
WOS000336729500181.pdf
url http://dx.doi.org/10.4238/2014.May.30.2
http://hdl.handle.net/11449/111605
identifier_str_mv Genetics And Molecular Research. Ribeirao Preto: Funpec-editora, v. 13, n. 2, p. 4071-4082, 2014.
1676-5680
10.4238/2014.May.30.2
WOS:000336729500181
WOS000336729500181.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 4071-4082
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
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