Quantitative genetic study of age at subsequent rebreeding in Nellore cattle by using survival analysis
Autor(a) principal: | |
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Data de Publicação: | 2014 |
Outros Autores: | , , , , , , |
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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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 |
|
_version_ |
1808128333092749312 |