Avaliação do desempenho na pré e pós desmama para uma população bovina multirracial Aberdeen Angus x Nelore utilizando diferentes modelos genéticos

Detalhes bibliográficos
Autor(a) principal: Lopes, Jader Silva
Data de Publicação: 2009
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Manancial - Repositório Digital da UFSM
dARK ID: ark:/26339/001300000x756
Texto Completo: http://repositorio.ufsm.br/handle/1/10740
Resumo: The objective of this study was to estimate the genetic effects that affect the pre and post weaning performances of animals, products from Aberdeen Angus (A) and Nellore (N) breeds crosses. In Article 1, there were used the weaning weights (PD) to test five genetic models (M). The M1, complete, containing the fix breed genetic effects direct additive (AD) and maternal (AM), the heterozygote effects direct (HD) and maternal (HM), the epystatic effects direct (HD) and maternal (HM) and joint additive effects direct (ACD) and maternal (ACM); M2, was equal to M1, excluding ACD and ACM effects; M3, was equal to M1, excluding ED and EM effects; M4, was equal M1, excluding ED, EM, ACD and ACM effects, and M5, was equal M1, excluding HD, HM, ED, EM, ACD and ACM effects. The models were submitted to three different analysis methods: Least Square Means method (MQM), Ridge Regression Method (RC) and Restricted Maximum Likelihood Method (REML). The different tests used to check the methodologies efficiency and to compare the models allowed to conclude, for this population, that: the dominant additive models usually used for genetic evaluations, do not give a good description of the pre weaning variations, being necessary to add the heterozygote and epystatic effects; the joint additive effects do not improve substantially the adjustment of the analysis model and the heterozygote effects were efficient to represent a quadratic breed additive effect, beyond of to insert a bias related to the joint additive effects co linearity. In Article 2, there were used the weight at yearling (PS) to test five genetic models as previously described, only excluding the maternal effects. The models were submitted to three different analysis methods: MQM, RC and REML. The RC method estimate coefficients with magnitude and sign with biological explanations. The estimative obtained were different from one to the other model, indicating the importance of to choose the adequate model to perform one analysis. It is necessary to decide based on a previous knowledge of the studied phenomenon, it biological interpretation, and the relationship between the independent variables. It was important to include the effects caused by heterozygosis and epystasis in the model besides the additive effect. The mathematic notation nowadays used for the joint additive effects, and tested in this study, were not able to explain the between breed complementarily, as was expected, because of the multi co linearity between the effects studied.
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spelling Avaliação do desempenho na pré e pós desmama para uma população bovina multirracial Aberdeen Angus x Nelore utilizando diferentes modelos genéticosPre and post weaning performance evaluation for a multibreed Aberdeen Angus x Nellore population using different genetic modelsComplementariedade entre raçasEfeito aditivoEpistasiaHeterozigoseModelos genéticosMulticolineariedadeAdditive effectBetween breeds complementarilyEpystasisGenetic modelsHeterozygosisMulti co linearityCNPQ::CIENCIAS AGRARIAS::ZOOTECNIAThe objective of this study was to estimate the genetic effects that affect the pre and post weaning performances of animals, products from Aberdeen Angus (A) and Nellore (N) breeds crosses. In Article 1, there were used the weaning weights (PD) to test five genetic models (M). The M1, complete, containing the fix breed genetic effects direct additive (AD) and maternal (AM), the heterozygote effects direct (HD) and maternal (HM), the epystatic effects direct (HD) and maternal (HM) and joint additive effects direct (ACD) and maternal (ACM); M2, was equal to M1, excluding ACD and ACM effects; M3, was equal to M1, excluding ED and EM effects; M4, was equal M1, excluding ED, EM, ACD and ACM effects, and M5, was equal M1, excluding HD, HM, ED, EM, ACD and ACM effects. The models were submitted to three different analysis methods: Least Square Means method (MQM), Ridge Regression Method (RC) and Restricted Maximum Likelihood Method (REML). The different tests used to check the methodologies efficiency and to compare the models allowed to conclude, for this population, that: the dominant additive models usually used for genetic evaluations, do not give a good description of the pre weaning variations, being necessary to add the heterozygote and epystatic effects; the joint additive effects do not improve substantially the adjustment of the analysis model and the heterozygote effects were efficient to represent a quadratic breed additive effect, beyond of to insert a bias related to the joint additive effects co linearity. In Article 2, there were used the weight at yearling (PS) to test five genetic models as previously described, only excluding the maternal effects. The models were submitted to three different analysis methods: MQM, RC and REML. The RC method estimate coefficients with magnitude and sign with biological explanations. The estimative obtained were different from one to the other model, indicating the importance of to choose the adequate model to perform one analysis. It is necessary to decide based on a previous knowledge of the studied phenomenon, it biological interpretation, and the relationship between the independent variables. It was important to include the effects caused by heterozygosis and epystasis in the model besides the additive effect. The mathematic notation nowadays used for the joint additive effects, and tested in this study, were not able to explain the between breed complementarily, as was expected, because of the multi co linearity between the effects studied.Coordenação de Aperfeiçoamento de Pessoal de Nível SuperiorEste estudo teve como objetivo estimar os efeitos genéticos que influenciam o desempenho pré e pós-desmama de animais produtos de cruzamentos entre as raças Aberdeen Angus (A) e Nelore (N). No artigo 1, foram utilizados os pesos a desmama (PD) para testar cinco modelos (M) genéticos diferentes. O M1, contendo os efeitos genéticos de raça fixos aditivos diretos (AD) e maternos (AM), heterozigóticos diretos (HD) e maternos (HM), epistáticos diretos (ED) e maternos (EM) e aditivos conjuntos diretos (ACD) e maternos (ACM); o M2, igual ao M1, menos os efeitos ACD e ACM; o M3, igual ao M1, menos os efeitos ED e EM; o M4, igual ao M1, menos os efeitos ED, EM, ACD e ACM e o M5, igual ao M1, menos os efeitos HD, HM, ED, EM, ACD e ACM. Os modelos foram submetidos a três métodos de análise diferentes: Método dos Quadrados Mínimos (MQM), Regressão de Cumeeira (RC) e Máxima Verossimilhança Restrita (REML). Os diferentes testes usados para avaliar a eficiência das metodologias e comparar os modelos permitiram concluir, para esta população, que: os modelos aditivos dominantes, usualmente utilizados em avaliações genéticas, não descrevem adequadamente as variações que ocorrem no desempenho pré-desmama, devendo ser adicionados os efeitos heterozigóticos e epistáticos; os efeitos aditivos conjuntos não acrescentaram melhoria substancial aos ajustes promovidos pelos modelos de análise e os efeitos heterozigóticos foram suficientes para representar um efeito quadrático do efeito aditivo de raça, além da inserção de um viés desnecessário atribuído a multicolineariedade relacionada aos efeitos aditivos conjuntos. No artigo 2, foram utilizados os pesos ao sobreano (PS) para testar os cinco modelos genéticos, descritos para PD, excluindo-se apenas o efeito materno. Os modelos foram submetidos a três métodos de análise diferentes: MQM, RC e REML. O método RC forneceu estimativas de coeficientes com magnitudes e sinais explicados biologicamente. As estimativas dos efeitos, (co)variâncias, parâmetros e valores genéticos diferiram entre os modelos, indicando a importância da correta escolha do modelo de análise, devendo-se ter conhecimento prévio do fenômeno estudado, sua interpretação biológica, e sempre preceder à escolha de um modelo de análise genética multirracial o estudo da relação existente entre as variáveis independentes. Importantes efeitos adicionais ao efeito aditivo foram acrescentados pelas inclusões dos efeitos heterozigóticos e epistáticos aos modelos de análise. A notação matemática dos efeitos aditivoconjuntos, aplicada atualmente na literatura, e testada neste estudo, não foram capazes de explicar a complementariedade entre raças como esperado, havendo problemas com casos de multicolineariedade entre os efeitos estudados.Universidade Federal de Santa MariaBRZootecniaUFSMPrograma de Pós-Graduação em ZootecniaRorato, Paulo Roberto Nogarahttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4787025T3Garnero, Analía Del Vallehttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4779286H6Schwengber, Eduardo Brumhttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4792534D4Lopes, Jader Silva2017-07-042017-07-042009-02-20info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfapplication/pdfLOPES, Jader Silva. Pre and post weaning performance evaluation for a multibreed Aberdeen Angus x Nellore population using different genetic models. 2009. 58 f. Dissertação (Mestrado em Zootecnia) - Universidade Federal de Santa Maria, Santa Maria, 2009.http://repositorio.ufsm.br/handle/1/10740ark:/26339/001300000x756porinfo:eu-repo/semantics/openAccessreponame:Manancial - Repositório Digital da UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSM2017-07-25T15:07:37Zoai:repositorio.ufsm.br:1/10740Biblioteca Digital de Teses e Dissertaçõeshttps://repositorio.ufsm.br/ONGhttps://repositorio.ufsm.br/oai/requestatendimento.sib@ufsm.br||tedebc@gmail.comopendoar:2017-07-25T15:07:37Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)false
dc.title.none.fl_str_mv Avaliação do desempenho na pré e pós desmama para uma população bovina multirracial Aberdeen Angus x Nelore utilizando diferentes modelos genéticos
Pre and post weaning performance evaluation for a multibreed Aberdeen Angus x Nellore population using different genetic models
title Avaliação do desempenho na pré e pós desmama para uma população bovina multirracial Aberdeen Angus x Nelore utilizando diferentes modelos genéticos
spellingShingle Avaliação do desempenho na pré e pós desmama para uma população bovina multirracial Aberdeen Angus x Nelore utilizando diferentes modelos genéticos
Lopes, Jader Silva
Complementariedade entre raças
Efeito aditivo
Epistasia
Heterozigose
Modelos genéticos
Multicolineariedade
Additive effect
Between breeds complementarily
Epystasis
Genetic models
Heterozygosis
Multi co linearity
CNPQ::CIENCIAS AGRARIAS::ZOOTECNIA
title_short Avaliação do desempenho na pré e pós desmama para uma população bovina multirracial Aberdeen Angus x Nelore utilizando diferentes modelos genéticos
title_full Avaliação do desempenho na pré e pós desmama para uma população bovina multirracial Aberdeen Angus x Nelore utilizando diferentes modelos genéticos
title_fullStr Avaliação do desempenho na pré e pós desmama para uma população bovina multirracial Aberdeen Angus x Nelore utilizando diferentes modelos genéticos
title_full_unstemmed Avaliação do desempenho na pré e pós desmama para uma população bovina multirracial Aberdeen Angus x Nelore utilizando diferentes modelos genéticos
title_sort Avaliação do desempenho na pré e pós desmama para uma população bovina multirracial Aberdeen Angus x Nelore utilizando diferentes modelos genéticos
author Lopes, Jader Silva
author_facet Lopes, Jader Silva
author_role author
dc.contributor.none.fl_str_mv Rorato, Paulo Roberto Nogara
http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4787025T3
Garnero, Analía Del Valle
http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4779286H6
Schwengber, Eduardo Brum
http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4792534D4
dc.contributor.author.fl_str_mv Lopes, Jader Silva
dc.subject.por.fl_str_mv Complementariedade entre raças
Efeito aditivo
Epistasia
Heterozigose
Modelos genéticos
Multicolineariedade
Additive effect
Between breeds complementarily
Epystasis
Genetic models
Heterozygosis
Multi co linearity
CNPQ::CIENCIAS AGRARIAS::ZOOTECNIA
topic Complementariedade entre raças
Efeito aditivo
Epistasia
Heterozigose
Modelos genéticos
Multicolineariedade
Additive effect
Between breeds complementarily
Epystasis
Genetic models
Heterozygosis
Multi co linearity
CNPQ::CIENCIAS AGRARIAS::ZOOTECNIA
description The objective of this study was to estimate the genetic effects that affect the pre and post weaning performances of animals, products from Aberdeen Angus (A) and Nellore (N) breeds crosses. In Article 1, there were used the weaning weights (PD) to test five genetic models (M). The M1, complete, containing the fix breed genetic effects direct additive (AD) and maternal (AM), the heterozygote effects direct (HD) and maternal (HM), the epystatic effects direct (HD) and maternal (HM) and joint additive effects direct (ACD) and maternal (ACM); M2, was equal to M1, excluding ACD and ACM effects; M3, was equal to M1, excluding ED and EM effects; M4, was equal M1, excluding ED, EM, ACD and ACM effects, and M5, was equal M1, excluding HD, HM, ED, EM, ACD and ACM effects. The models were submitted to three different analysis methods: Least Square Means method (MQM), Ridge Regression Method (RC) and Restricted Maximum Likelihood Method (REML). The different tests used to check the methodologies efficiency and to compare the models allowed to conclude, for this population, that: the dominant additive models usually used for genetic evaluations, do not give a good description of the pre weaning variations, being necessary to add the heterozygote and epystatic effects; the joint additive effects do not improve substantially the adjustment of the analysis model and the heterozygote effects were efficient to represent a quadratic breed additive effect, beyond of to insert a bias related to the joint additive effects co linearity. In Article 2, there were used the weight at yearling (PS) to test five genetic models as previously described, only excluding the maternal effects. The models were submitted to three different analysis methods: MQM, RC and REML. The RC method estimate coefficients with magnitude and sign with biological explanations. The estimative obtained were different from one to the other model, indicating the importance of to choose the adequate model to perform one analysis. It is necessary to decide based on a previous knowledge of the studied phenomenon, it biological interpretation, and the relationship between the independent variables. It was important to include the effects caused by heterozygosis and epystasis in the model besides the additive effect. The mathematic notation nowadays used for the joint additive effects, and tested in this study, were not able to explain the between breed complementarily, as was expected, because of the multi co linearity between the effects studied.
publishDate 2009
dc.date.none.fl_str_mv 2009-02-20
2017-07-04
2017-07-04
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv LOPES, Jader Silva. Pre and post weaning performance evaluation for a multibreed Aberdeen Angus x Nellore population using different genetic models. 2009. 58 f. Dissertação (Mestrado em Zootecnia) - Universidade Federal de Santa Maria, Santa Maria, 2009.
http://repositorio.ufsm.br/handle/1/10740
dc.identifier.dark.fl_str_mv ark:/26339/001300000x756
identifier_str_mv LOPES, Jader Silva. Pre and post weaning performance evaluation for a multibreed Aberdeen Angus x Nellore population using different genetic models. 2009. 58 f. Dissertação (Mestrado em Zootecnia) - Universidade Federal de Santa Maria, Santa Maria, 2009.
ark:/26339/001300000x756
url http://repositorio.ufsm.br/handle/1/10740
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Santa Maria
BR
Zootecnia
UFSM
Programa de Pós-Graduação em Zootecnia
publisher.none.fl_str_mv Universidade Federal de Santa Maria
BR
Zootecnia
UFSM
Programa de Pós-Graduação em Zootecnia
dc.source.none.fl_str_mv reponame:Manancial - Repositório Digital da UFSM
instname:Universidade Federal de Santa Maria (UFSM)
instacron:UFSM
instname_str Universidade Federal de Santa Maria (UFSM)
instacron_str UFSM
institution UFSM
reponame_str Manancial - Repositório Digital da UFSM
collection Manancial - Repositório Digital da UFSM
repository.name.fl_str_mv Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)
repository.mail.fl_str_mv atendimento.sib@ufsm.br||tedebc@gmail.com
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