Genetic evaluation for scrotal circumference in Guzerat cattle through different models

Detalhes bibliográficos
Autor(a) principal: Mota, L. F. M. [UNESP]
Data de Publicação: 2019
Outros Autores: Costa, L. S., Abreu, L. R. A., Bonafe, C. M., Ventura, H. T., Martins, P. G. M. A.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.livsci.2019.02.004
http://hdl.handle.net/11449/186361
Resumo: The objectives were to obtain estimates of genetic parameters and the genetic trends and to evaluate the direct responses and those correlated to the selection for scrotal circumference (SC) measured at different ages through random regression models (RRM) and multi-trait models (MM). A total of 14,200 information of SC from 4065 Guzerat individuals, with age ranging from 200 to 550 days, were used in the analyses. Both RRM and MM were utilized considering contemporary groups, as the fixed effect, and age of the mother at calving, as the covariate. For RRM, the direct additive genetic and the permanent environment effect of the animals were modeled by Legendre polynomials, with an order of fit ranging from 2 to 5. The residual variances were modeled considering variance homogeneity, and heterogeneity assuming 2, 3, and 4 classes. The results obtained by the RRM fitted better when compared with those obtained by the MM. The model that considered two classes of residual variances and polynomials of third order for the additive genetic and the permanent environment effects was the one that best fitted the scrotal circumference data according to the age based on the Bayesian and the Akaike Information criteria. Scrotal circumference heritability using RRM ranged from 0.42 (200 days of age) to 0.60 (364 days of age) and presented a low reduction from 365 until 550 (0.55) days of age. Correlation estimates for SC at the distinct ages were high (ranging from 0.66 to 0.98) and presented a reduction as the age intervals increased (0.66 +/- 0.05 for SC measured at 205 days of age vs. SC measured at 550 days of age). Genetic trends of scrotal circumference were positive (ranging from 0.048 [SC measured at 205 days of age] to 0.101 [SC measured at 550 days of age]) and significant (P < 0.0001). Using the RRM, an increase in selection response were obtained compared to MM. Based on the results, we conclude that genetic evaluation of scrotal circumference can be performed at 365 days of age utilizing the RRM.
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spelling Genetic evaluation for scrotal circumference in Guzerat cattle through different modelsGenetic correlationLegendre polynomialsRandom regressionMulti-traitReproductive traitThe objectives were to obtain estimates of genetic parameters and the genetic trends and to evaluate the direct responses and those correlated to the selection for scrotal circumference (SC) measured at different ages through random regression models (RRM) and multi-trait models (MM). A total of 14,200 information of SC from 4065 Guzerat individuals, with age ranging from 200 to 550 days, were used in the analyses. Both RRM and MM were utilized considering contemporary groups, as the fixed effect, and age of the mother at calving, as the covariate. For RRM, the direct additive genetic and the permanent environment effect of the animals were modeled by Legendre polynomials, with an order of fit ranging from 2 to 5. The residual variances were modeled considering variance homogeneity, and heterogeneity assuming 2, 3, and 4 classes. The results obtained by the RRM fitted better when compared with those obtained by the MM. The model that considered two classes of residual variances and polynomials of third order for the additive genetic and the permanent environment effects was the one that best fitted the scrotal circumference data according to the age based on the Bayesian and the Akaike Information criteria. Scrotal circumference heritability using RRM ranged from 0.42 (200 days of age) to 0.60 (364 days of age) and presented a low reduction from 365 until 550 (0.55) days of age. Correlation estimates for SC at the distinct ages were high (ranging from 0.66 to 0.98) and presented a reduction as the age intervals increased (0.66 +/- 0.05 for SC measured at 205 days of age vs. SC measured at 550 days of age). Genetic trends of scrotal circumference were positive (ranging from 0.048 [SC measured at 205 days of age] to 0.101 [SC measured at 550 days of age]) and significant (P < 0.0001). Using the RRM, an increase in selection response were obtained compared to MM. Based on the results, we conclude that genetic evaluation of scrotal circumference can be performed at 365 days of age utilizing the RRM.Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Fundação de Amparo à Pesquisa do Estado de Minas Gerais (FAPEMIG)Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)State Univ Sao Paulo, Fac Agr & Vet Sci, Dept Anim Sci, BR-14884900 Jaboticabal, SP, BrazilFed Univ Jequitinhonha & Mucuri Valleys, Dept Anim Sci, BR-39100000 Diamantina, MG, BrazilUniv Fed Minas Gerais, Sch Vet, BR-30123970 Belo Horizonte, MG, BrazilBrazilian Assoc Zebu Breeders, BR-38022330 Uberaba, MG, BrazilFed Inst Northern Minas Gerais, BR-39900000 Almenara, MG, BrazilState Univ Sao Paulo, Fac Agr & Vet Sci, Dept Anim Sci, BR-14884900 Jaboticabal, SP, BrazilCAPES: 23038.008980/2013-90Elsevier B.V.Universidade Estadual Paulista (Unesp)Universidade Federal de Viçosa (UFV)Universidade Federal de Minas Gerais (UFMG)Brazilian Assoc Zebu BreedersFed Inst Northern Minas GeraisMota, L. F. M. [UNESP]Costa, L. S.Abreu, L. R. A.Bonafe, C. M.Ventura, H. T.Martins, P. G. M. A.2019-10-04T19:13:02Z2019-10-04T19:13:02Z2019-04-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article1-6http://dx.doi.org/10.1016/j.livsci.2019.02.004Livestock Science. Amsterdam: Elsevier Science Bv, v. 222, p. 1-6, 2019.1871-1413http://hdl.handle.net/11449/18636110.1016/j.livsci.2019.02.004WOS:000463290800001Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengLivestock Scienceinfo:eu-repo/semantics/openAccess2021-10-23T19:28:25Zoai:repositorio.unesp.br:11449/186361Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462021-10-23T19:28:25Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Genetic evaluation for scrotal circumference in Guzerat cattle through different models
title Genetic evaluation for scrotal circumference in Guzerat cattle through different models
spellingShingle Genetic evaluation for scrotal circumference in Guzerat cattle through different models
Mota, L. F. M. [UNESP]
Genetic correlation
Legendre polynomials
Random regression
Multi-trait
Reproductive trait
title_short Genetic evaluation for scrotal circumference in Guzerat cattle through different models
title_full Genetic evaluation for scrotal circumference in Guzerat cattle through different models
title_fullStr Genetic evaluation for scrotal circumference in Guzerat cattle through different models
title_full_unstemmed Genetic evaluation for scrotal circumference in Guzerat cattle through different models
title_sort Genetic evaluation for scrotal circumference in Guzerat cattle through different models
author Mota, L. F. M. [UNESP]
author_facet Mota, L. F. M. [UNESP]
Costa, L. S.
Abreu, L. R. A.
Bonafe, C. M.
Ventura, H. T.
Martins, P. G. M. A.
author_role author
author2 Costa, L. S.
Abreu, L. R. A.
Bonafe, C. M.
Ventura, H. T.
Martins, P. G. M. A.
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
Universidade Federal de Viçosa (UFV)
Universidade Federal de Minas Gerais (UFMG)
Brazilian Assoc Zebu Breeders
Fed Inst Northern Minas Gerais
dc.contributor.author.fl_str_mv Mota, L. F. M. [UNESP]
Costa, L. S.
Abreu, L. R. A.
Bonafe, C. M.
Ventura, H. T.
Martins, P. G. M. A.
dc.subject.por.fl_str_mv Genetic correlation
Legendre polynomials
Random regression
Multi-trait
Reproductive trait
topic Genetic correlation
Legendre polynomials
Random regression
Multi-trait
Reproductive trait
description The objectives were to obtain estimates of genetic parameters and the genetic trends and to evaluate the direct responses and those correlated to the selection for scrotal circumference (SC) measured at different ages through random regression models (RRM) and multi-trait models (MM). A total of 14,200 information of SC from 4065 Guzerat individuals, with age ranging from 200 to 550 days, were used in the analyses. Both RRM and MM were utilized considering contemporary groups, as the fixed effect, and age of the mother at calving, as the covariate. For RRM, the direct additive genetic and the permanent environment effect of the animals were modeled by Legendre polynomials, with an order of fit ranging from 2 to 5. The residual variances were modeled considering variance homogeneity, and heterogeneity assuming 2, 3, and 4 classes. The results obtained by the RRM fitted better when compared with those obtained by the MM. The model that considered two classes of residual variances and polynomials of third order for the additive genetic and the permanent environment effects was the one that best fitted the scrotal circumference data according to the age based on the Bayesian and the Akaike Information criteria. Scrotal circumference heritability using RRM ranged from 0.42 (200 days of age) to 0.60 (364 days of age) and presented a low reduction from 365 until 550 (0.55) days of age. Correlation estimates for SC at the distinct ages were high (ranging from 0.66 to 0.98) and presented a reduction as the age intervals increased (0.66 +/- 0.05 for SC measured at 205 days of age vs. SC measured at 550 days of age). Genetic trends of scrotal circumference were positive (ranging from 0.048 [SC measured at 205 days of age] to 0.101 [SC measured at 550 days of age]) and significant (P < 0.0001). Using the RRM, an increase in selection response were obtained compared to MM. Based on the results, we conclude that genetic evaluation of scrotal circumference can be performed at 365 days of age utilizing the RRM.
publishDate 2019
dc.date.none.fl_str_mv 2019-10-04T19:13:02Z
2019-10-04T19:13:02Z
2019-04-01
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/10.1016/j.livsci.2019.02.004
Livestock Science. Amsterdam: Elsevier Science Bv, v. 222, p. 1-6, 2019.
1871-1413
http://hdl.handle.net/11449/186361
10.1016/j.livsci.2019.02.004
WOS:000463290800001
url http://dx.doi.org/10.1016/j.livsci.2019.02.004
http://hdl.handle.net/11449/186361
identifier_str_mv Livestock Science. Amsterdam: Elsevier Science Bv, v. 222, p. 1-6, 2019.
1871-1413
10.1016/j.livsci.2019.02.004
WOS:000463290800001
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Livestock Science
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 1-6
dc.publisher.none.fl_str_mv Elsevier B.V.
publisher.none.fl_str_mv Elsevier B.V.
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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