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Registro Completo |
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Biblioteca(s): |
Embrapa Café. |
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Data corrente: |
16/05/2022 |
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Data da última atualização: |
16/05/2022 |
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Tipo da produção científica: |
Artigo em Periódico Indexado |
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Autoria: |
PAIXÃO, P. T. M.; NASCIMENTO, A. C. C.; NASCIMENTO, M.; AZEVEDO, C. F.; OLIVEIRA, G. F.; SILVA, F. L. da; CAIXETA, E. T. |
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Afiliação: |
PEDRO THIAGO MEDEIROS PAIXÃO, UFV; ANA CAROLINA CAMPANA NASCIMENTO, UFV; MOYSÉS NASCIMENTO, UFV; CAMILA FERREIRA AZEVEDO, UFV; GABRIELA FRANÇA OLIVEIRA, UFV; FELIPE LOPES DA SILVA, UFV; EVELINE TEIXEIRA CAIXETA MOURA, CNPCa. |
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Título: |
Factor analysis applied in genomic selection studies in the breeding of Cofea canephora. |
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Ano de publicação: |
2022 |
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Fonte/Imprenta: |
Euphytica, v. 218, Mar. 2022. |
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DOI: |
https://doi.org/10.1007/s10681-022-02998-x |
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Idioma: |
Inglês |
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Conteúdo: |
Brazil stands out worldwide in the production of coffee. The observed increases in its productivity and morpho agronomic traits are the results of the improvement of several methodologies applied in obtaining improved cultivars, among which the predictive methods of genetic value stand out. These contribute significantly to the selection of higher genotypes, increasing the genetic gain per unit time. In this context, genomic-wide selection (GWS) is a tool that stands out, since it allows predicting the future phenotype of an individual based only on molecular information. Performing joint selection of traits is the interest of most breeding programs, and factor analysis (FA) has been used to assist in this end. The aim of this study was to evaluate the use of FA in the context of GWS, in genotypes of Coffea canephora. It was found that FA was efficient to elucidate the relationships between the traits and generate new variables. The factors formed can assist in the selection, as in addition to allowing joint interpretations, they present good estimates of predictive capacity, heritability and accuracy. Furthermore, high agreement was observed between the individuals selected based on the factors and those selected considering the individual traits. Additionally, it was observed agreement between the top 10% individuals selected based on the ?vigor factor? and each variable individually. However, the selection based on ?vigor factor? presented individuals with more suitable size from the phytotechnical point of view. MenosBrazil stands out worldwide in the production of coffee. The observed increases in its productivity and morpho agronomic traits are the results of the improvement of several methodologies applied in obtaining improved cultivars, among which the predictive methods of genetic value stand out. These contribute significantly to the selection of higher genotypes, increasing the genetic gain per unit time. In this context, genomic-wide selection (GWS) is a tool that stands out, since it allows predicting the future phenotype of an individual based only on molecular information. Performing joint selection of traits is the interest of most breeding programs, and factor analysis (FA) has been used to assist in this end. The aim of this study was to evaluate the use of FA in the context of GWS, in genotypes of Coffea canephora. It was found that FA was efficient to elucidate the relationships between the traits and generate new variables. The factors formed can assist in the selection, as in addition to allowing joint interpretations, they present good estimates of predictive capacity, heritability and accuracy. Furthermore, high agreement was observed between the individuals selected based on the factors and those selected considering the individual traits. Additionally, it was observed agreement between the top 10% individuals selected based on the ?vigor factor? and each variable individually. However, the selection based on ?vigor factor? presented individuals with more suitable s... Mostrar Tudo |
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Thesagro: |
Análise Estatística; Coffea Canephora; Ensaio Fatorial; Melhoramento Genético Vegetal; Seleção Genótipa. |
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Thesaurus Nal: |
Factor analysis; Genetic improvement; Genotype; Multivariate analysis; Plant breeding; Selection methods. |
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Categoria do assunto: |
-- |
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Marc: |
LEADER 02549naa a2200337 a 4500
001 2143036
005 2022-05-16
008 2022 bl uuuu u00u1 u #d
024 7 $ahttps://doi.org/10.1007/s10681-022-02998-x$2DOI
100 1 $aPAIXÃO, P. T. M.
245 $aFactor analysis applied in genomic selection studies in the breeding of Cofea canephora.$h[electronic resource]
260 $c2022
520 $aBrazil stands out worldwide in the production of coffee. The observed increases in its productivity and morpho agronomic traits are the results of the improvement of several methodologies applied in obtaining improved cultivars, among which the predictive methods of genetic value stand out. These contribute significantly to the selection of higher genotypes, increasing the genetic gain per unit time. In this context, genomic-wide selection (GWS) is a tool that stands out, since it allows predicting the future phenotype of an individual based only on molecular information. Performing joint selection of traits is the interest of most breeding programs, and factor analysis (FA) has been used to assist in this end. The aim of this study was to evaluate the use of FA in the context of GWS, in genotypes of Coffea canephora. It was found that FA was efficient to elucidate the relationships between the traits and generate new variables. The factors formed can assist in the selection, as in addition to allowing joint interpretations, they present good estimates of predictive capacity, heritability and accuracy. Furthermore, high agreement was observed between the individuals selected based on the factors and those selected considering the individual traits. Additionally, it was observed agreement between the top 10% individuals selected based on the ?vigor factor? and each variable individually. However, the selection based on ?vigor factor? presented individuals with more suitable size from the phytotechnical point of view.
650 $aFactor analysis
650 $aGenetic improvement
650 $aGenotype
650 $aMultivariate analysis
650 $aPlant breeding
650 $aSelection methods
650 $aAnálise Estatística
650 $aCoffea Canephora
650 $aEnsaio Fatorial
650 $aMelhoramento Genético Vegetal
650 $aSeleção Genótipa
700 1 $aNASCIMENTO, A. C. C.
700 1 $aNASCIMENTO, M.
700 1 $aAZEVEDO, C. F.
700 1 $aOLIVEIRA, G. F.
700 1 $aSILVA, F. L. da
700 1 $aCAIXETA, E. T.
773 $tEuphytica$gv. 218, Mar. 2022.
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Registro original: |
Embrapa Café (CNPCa) |
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| Registros recuperados : 68 | |
| 3. |  | BASSO, V. M.; JACOVINE, L. A. G.; ALVES, R. R.; SILVA, F. L. da. Contribuição da certificação florestal no cumprimento da legislação em plantações florestais. In: CONGRESSO BRASILEIRO SOBRE FLORESTAS ENERGÉTICAS, 1., 2009, Belo Horizonte. Anais. Colombo: Embrapa Florestas, 2009. 1 CD-ROM. (Embrapa Florestas. Documentos, 178). Seção: Sustentabilidade Ambiental, Social e Econômica.| Biblioteca(s): Embrapa Florestas. |
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| 4. | | FELIPE, S. H. S.; SILVA, F. L. da; LEAO, N. V. M.; SHIMIZU, E. S. C. Comportamento germinativo de sementes de morototó armazenadas sob câmara fria analisadas em diferentes temperaturas e substratos. In: SEMANA DE INTEGRAÇÃO, CIÊNCIA, ARTE E TECNOLOGIA, 1., 2010, Castanhal. [Educação, trabalho, cultura e inovação tecnológica para a sustentabilidade da Amazônia]. [Castanhal]: Instituto de Educação, Ciência e Tecnologia, 2010. SICAT 2010.| Tipo: Artigo em Anais de Congresso |
| Biblioteca(s): Embrapa Amazônia Oriental. |
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| 7. | | SILVA, F. L. da; CARVALHO, H. G. de; MARTIN, V. G.; LAMPERT, V. do N. Desenvolvimento de uma aplicação do tipo glossário com os principais indicadores utilizados na produção de bovinos de corte. In: SIMPÓSIO DE INICIAÇÃO CIENTÍFICA DA EMBRAPA PECUÁRIA SUL, 11., 2021, Bagé, RS. Resumos... Bagé: Embrapa Pecuária Sul, 2021. p. 8. (Embrapa Pecuária Sul. Eventos técnicos & científicos, 4). Ana Cristina Mazzocato, editora técnica.| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Pecuária Sul. |
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| 12. | | SILVA, F. L. da; FELIPE, S. H. S.; LEAO, N. V. M.; SHIMIZU, E. S. C. Teste de germinação de sementes de cumarú (Dipteryx odorata (Aubl.) Willd.) sob diferentes substratos e temperaturas. In: SEMANA DE INTEGRAÇÃO, CIÊNCIA, ARTE E TECNOLOGIA, 1., 2010, Castanhal. [Educação, trabalho, cultura e inovação tecnológica para a sustentabilidade da Amazônia]. [Castanhal]: Instituto de Educação, Ciência e Tecnologia, 2010. SICAT 2010.| Tipo: Artigo em Anais de Congresso |
| Biblioteca(s): Embrapa Amazônia Oriental. |
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| 14. | | FELIPE, S. H. S.; SILVA, F. L. da; LEAO, N. V. M.; SHIMIZU, E. S. C.; CUNHA, E. de S. Germinação de sementes de ipê amarelo em diferentes temperaturas e substratos. In: SEMANA ACADÊMICA DE ENGENHARIA FLORESTAL, 1., 2010, Belém, PA. 50 anos da Engenharia Florestal no Brasil: atualidades e perspectivas. Belém, PA: UFRA, 2010.| Tipo: Artigo em Anais de Congresso |
| Biblioteca(s): Embrapa Amazônia Oriental. |
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| 15. | | ALKIMIM, E. R.; SOUSA, T. V.; SILVA, F. L. da; SAKIYAMA, N. S.; ZAMBOLIM, L.; CAIXETA, E. T. Identificação e validação de marcadores SNP em Coffea canephora usando sequenciamento de nova geração. In: CONGRESSO BRASILEIRO DE MELHORAMENTO DE PLANTAS, 9., 2017, Foz de Iguaçu. Melhoramento de plantas: projetando o futuro. Maringá, PR: SBMP, 2017. p. 552| Tipo: Resumo em Anais de Congresso |
| Biblioteca(s): Embrapa Café. |
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| 18. | | PEDROZO, C. A.; BENITES, F. R. G.; BARBOSA, M. H. P.; RESENDE, M. D. V. de; SILVA, F. L. da. Eficiência de índices de seleção utilizando a metodologia REML/BLUP no melhoramento da cana-de-açúcar. Scientia Agraria, Curitiba, v. 10, n. 1, p. 31-36, Jan./Feb. 2009.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: B - 4 |
| Biblioteca(s): Embrapa Florestas. |
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| 19. | | SILVA, F. L. da; BARBOSA, M. H. P.; RESENDE, M. D. V. de; PETERNELLI, L. A.; PEDROZO, C. A. Efficiency of selection within sugarcane families via simulated individual BLUP. Crop Breeding and Applied Biotechnology, Viçosa, MG, v. 15, n. 1, p. 1-9, Jan./Mar. 2015.| Tipo: Artigo em Periódico Indexado | Circulação/Nível: A - 2 |
| Biblioteca(s): Embrapa Florestas; Embrapa Roraima. |
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| Registros recuperados : 68 | |
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| Nenhum registro encontrado para a expressão de busca informada. |
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