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 | Acesso ao texto completo restrito à biblioteca da Embrapa Pecuária Sul. Para informações adicionais entre em contato com cppsul.biblioteca@embrapa.br. |
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Registro Completo |
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Biblioteca(s): |
Embrapa Pecuária Sul. |
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Data corrente: |
08/01/2019 |
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Data da última atualização: |
08/01/2019 |
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Tipo da produção científica: |
Artigo em Periódico Indexado |
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Autoria: |
PICCOLI, M. L.; BRITO, L. F.; BRACCINI, J.; BRITO, F. V.; CARDOSO, F. F.; COBUCI, J. A.; SARGOLZAEI, M.; SCHENKEL, F. S. |
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Afiliação: |
Mario L. Piccoli, UFRGS; Luiz F. Brito, University of Guelph; José Braccini, UFRGS; Fernanda V. Brito, GenSys; FERNANDO FLORES CARDOSO, CPPSUL; Jaime A. Cobuci, UFRGS; Mehdi Sargolzaei, University of Guelph; Flávio S. Schenkel, University of Guelph. |
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Título: |
A comprehensive comparison between single- and two-step GBLUP methods in a simulated beef cattle population. |
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Ano de publicação: |
2018 |
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Fonte/Imprenta: |
Canadian Journal of Animal Science, v. 98, n. 3, p. 565-575, Sept. 2018. |
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DOI: |
dx.doi.org/10.1139/cjas-2017-0176 |
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Idioma: |
Inglês |
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Conteúdo: |
The statistical methods used in the genetic evaluations are a key component of the process and can be best compared by using simulated data. The latter is especially true in grazing beef cattle production systems, where the number of proven bulls with highly reliable estimated breeding values is limited to allow for a trustworthy validation of genomic predictions. Therefore, we simulated data for 4980 beef cattle aiming to compare single-step genomic best linear unbiased prediction (ssGBLUP), which simultaneously incorporates pedigree, phenotypic, and genomic data into genomic evaluations, and two-step GBLUP (tsGBLUP) procedures and genomic estimated breeding values (GEBVs) blending methods. The greatest increases in GEBV accuracies compared with the parents? average estimated breeding values (EBVPA) were 0.364 and 0.341 for ssGBLUP and tsGBLUP, respectively. Direct genomic value and GEBV accuracies when using ssGBLUP and tsGBLUP procedures were similar, except for the GEBV accuracies using Hayes? blending method in tsGBLUP. There was no significant or slight bias in genomic predictions from ssGBLUP or tsGBLUP (using VanRaden?s blending method), indicating that these predictions are on the same scale compared with the true breeding values. Overall, genetic evaluations including genomic information resulted in gains in accuracy >100% compared with the EBVPA. In addition, there were no significant differences between the selected animals (10% males and 50% females) by using ssGBLUP or tsGBLUP. MenosThe statistical methods used in the genetic evaluations are a key component of the process and can be best compared by using simulated data. The latter is especially true in grazing beef cattle production systems, where the number of proven bulls with highly reliable estimated breeding values is limited to allow for a trustworthy validation of genomic predictions. Therefore, we simulated data for 4980 beef cattle aiming to compare single-step genomic best linear unbiased prediction (ssGBLUP), which simultaneously incorporates pedigree, phenotypic, and genomic data into genomic evaluations, and two-step GBLUP (tsGBLUP) procedures and genomic estimated breeding values (GEBVs) blending methods. The greatest increases in GEBV accuracies compared with the parents? average estimated breeding values (EBVPA) were 0.364 and 0.341 for ssGBLUP and tsGBLUP, respectively. Direct genomic value and GEBV accuracies when using ssGBLUP and tsGBLUP procedures were similar, except for the GEBV accuracies using Hayes? blending method in tsGBLUP. There was no significant or slight bias in genomic predictions from ssGBLUP or tsGBLUP (using VanRaden?s blending method), indicating that these predictions are on the same scale compared with the true breeding values. Overall, genetic evaluations including genomic information resulted in gains in accuracy >100% compared with the EBVPA. In addition, there were no significant differences between the selected animals (10% males and 50% females) by using ss... Mostrar Tudo |
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Thesagro: |
Gado de Corte; Genoma; Melhoramento Genético Animal; Seleção. |
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Categoria do assunto: |
-- |
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Marc: |
LEADER 02337naa a2200265 a 4500
001 2103229
005 2019-01-08
008 2018 bl uuuu u00u1 u #d
024 7 $adx.doi.org/10.1139/cjas-2017-0176$2DOI
100 1 $aPICCOLI, M. L.
245 $aA comprehensive comparison between single- and two-step GBLUP methods in a simulated beef cattle population.$h[electronic resource]
260 $c2018
520 $aThe statistical methods used in the genetic evaluations are a key component of the process and can be best compared by using simulated data. The latter is especially true in grazing beef cattle production systems, where the number of proven bulls with highly reliable estimated breeding values is limited to allow for a trustworthy validation of genomic predictions. Therefore, we simulated data for 4980 beef cattle aiming to compare single-step genomic best linear unbiased prediction (ssGBLUP), which simultaneously incorporates pedigree, phenotypic, and genomic data into genomic evaluations, and two-step GBLUP (tsGBLUP) procedures and genomic estimated breeding values (GEBVs) blending methods. The greatest increases in GEBV accuracies compared with the parents? average estimated breeding values (EBVPA) were 0.364 and 0.341 for ssGBLUP and tsGBLUP, respectively. Direct genomic value and GEBV accuracies when using ssGBLUP and tsGBLUP procedures were similar, except for the GEBV accuracies using Hayes? blending method in tsGBLUP. There was no significant or slight bias in genomic predictions from ssGBLUP or tsGBLUP (using VanRaden?s blending method), indicating that these predictions are on the same scale compared with the true breeding values. Overall, genetic evaluations including genomic information resulted in gains in accuracy >100% compared with the EBVPA. In addition, there were no significant differences between the selected animals (10% males and 50% females) by using ssGBLUP or tsGBLUP.
650 $aGado de Corte
650 $aGenoma
650 $aMelhoramento Genético Animal
650 $aSeleção
700 1 $aBRITO, L. F.
700 1 $aBRACCINI, J.
700 1 $aBRITO, F. V.
700 1 $aCARDOSO, F. F.
700 1 $aCOBUCI, J. A.
700 1 $aSARGOLZAEI, M.
700 1 $aSCHENKEL, F. S.
773 $tCanadian Journal of Animal Science$gv. 98, n. 3, p. 565-575, Sept. 2018.
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Registro original: |
Embrapa Pecuária Sul (CPPSUL) |
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| Registros recuperados : 5 | |
| 1. |  | FERREIRA, A. L. C.; OLIVEIRA, A. C. D.; FERRONATO, J.; SOUZA, F.; SANCHEZ, E. M. R.; GUIMARÃES, A. S.; CALDAS, S.; CERQUEIRA, M. M. O. P. Diversidade molecular, formação de biofilme e resistência aos antimicrobianos de Staphylococcus aureus associados a bovinos. In: CONGRESSO BRASILEIRO DE QUALIDADE DO LEITE, 9., 2022, Goiânia. Inovação, sustentabilidade e oportunidades: anais. Curitiba: Conselho Brasileiro de Qualidade do Leite, 2022. p. 81-83.| Tipo: Artigo em Anais de Congresso |
| Biblioteca(s): Embrapa Gado de Leite. |
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| 2. | | FERREIRA, A. L. C.; OLIVEIRA, A. C. D.; FERRONATO, J.; SANCHEZ, E. M. R.; GUIMARÃES, A. S.; CALDAS, S.; SOUZA, F. N.; CERQUEIRA, M. M. O. P. Estudo epidemiológico da prevalência de fatores de virulência em Staphylococcus aureus de origem bovina. In: CONGRESSO BRASILEIRO DE QUALIDADE DO LEITE, 9., 2022, Goiânia. Inovação, sustentabilidade e oportunidades: anais. Curitiba: Conselho Brasileiro de Qualidade do Leite, 2022. p. 86-87.| Tipo: Artigo em Anais de Congresso |
| Biblioteca(s): Embrapa Gado de Leite. |
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| 3. | | PORTO, A. C. D. M.; SILVA, E. A. D. J. S.; LIMA, R. P. M.; FALEIRO, F. G.; OLIVEIRA, A. C. D. Reação de cultivares comerciais de maracujazeiro ‘amarelo’ ao vírus do endurecimento do fruto (Cowpea aphid-borne mosaic virus, CABMV) em casa de vegetação. In: CONGRESSO BRASILEIRO DE FITOPATOLOGIA, 46.; REUNIÃO BRASILEIRA DE CONTROLE BIOLÓGICO, 11., 2013, Ouro Preto. CBfito sustentável: anais. Ouro Preto: UFV: SBF, 2013. 1 p. Título em inglês: Reaction of passionfruit cultivars to Cowpea aphid-borne mosaic virus (CABMV) under greenhouse conditions. Resumo 114-1| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Cerrados. |
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| 4. | | ANDRADE, C. L. T.; AMARAL, T. A.; SILVA, D. F.; GARCIA, A. G; HOOGENBOOM, G.; GUIMARAES, D. P.; OLIVEIRA, A. C. D.; SANTANA, C. B. de. Utilização do modelo Ceres-Maize como ferramenta na definição de estratégias de semeadura de milho: 2-sistema de produção irrigado. In: CONGRESSO BRASILEIRO DE AGROMETEOROLOGIA, 16., 2009, Belo Horizonte. Mudanças climáticas, recursos hídricos e energia para uma agricultura sustentável: [trabalhos apresentados.]. Viçosa, MG: UFV; Sete Lagoas: Embrapa Milho e Sorgo, 2009. 1 CD-ROM.| Tipo: Artigo em Anais de Congresso / Nota Técnica |
| Biblioteca(s): Embrapa Milho e Sorgo. |
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| 5. | | PARENTONI, S. N.; SOUZA JUNIOR, C. L.; ALVES, V. M. C.; COELHO, A. M.; GUIMARAES, P. E. D. O.; PACHECO, C. A. P.; OLIVEIRA, A. C. D.; GUIMARAES, C. T.; MAGALHAES, J. V. D.; VASCONCELOS, M. J. V. D.; MEIRELLES, W. F.; GUIMARAES, L. J. M.; SILVA, A. R. D.; SCHAFFERT, R. E. Genetics of phosphorus efficiency in tropical maize. In: INTERNATIONAL SYMPOSIUM ON PLANT-SOIL INTERACTIONS AT LOW pH, 7., 2009, Guangzhou. Plant-Soil Interactions at Low pH: nutriomic approach. Proceedings... Guangzhou: South China University of Technology, 2009. p. 134.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Tabuleiros Costeiros. |
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| Registros recuperados : 5 | |
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