Identification of duplicates in cassava germplasm banks based on single-nucleotide polymorphisms (SNPs).

Detalhes bibliográficos
Autor(a) principal: ALBUQUERQUE, H. Y. G. de
Data de Publicação: 2019
Outros Autores: OLIVEIRA, E. J. de, BRITO, A. C., ANDRADE, L. R. B. de, CARMO, C. D. do, MORGANTE, C. V., VIEIRA, E. A., CUNHA, E. F. M., FALEIRO, F. G.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
Texto Completo: http://www.alice.cnptia.embrapa.br/alice/handle/doc/1110860
Resumo: Genetic redundancy in cassava (Manihot esculenta Crantz) presents a challenge to efficient management of genetic resources. This study aimed to identify and define the ge-netic structure of duplicates in cassava germplasm from various Embrapa research units, using single-nucleotide polymorphism (SNP) markers. We evaluated 2,371 accessions with 20,712 SNPs. The identification of duplicates was performed based on multilocus genotypes (MLG), adopting a maximum genetic distance threshold of 0.05. The population structure was defined based on discriminant analysis of principal components (DAPC). A total of 1,757 unique and 614 duplicate accessions were identified. The redundancy of the collections ranged from 17% (Belém, PA/Brazil) to 39% (Petrolina, PE/Brazil), with an average of 21%. This redundancy between different research units is probably due to the historical sharing of accessions, as well as collections carried out in the same region, or even to the intense germplasm exchange between farmers with different genotype names. In terms of genetic structure, the 250 principal components explained 88 % of the genetic variation of the SNP markers and defined the hierar-chical structure of the duplicate cassava germplasm in 12 groups. Since heterotic groups have not yet been identified for cassava, crosses between accessions of the 12 DAPC groups may be promising. All MLGs were allocated within the same DAPC group, corroborating duplicate analyses yet still revealing high variability between groups that were quite distinct based on the first two discriminant functions. Our results contribute to optimizing the conservation of genetic resources, together with understanding diversity and its use in crop improvement.
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spelling Identification of duplicates in cassava germplasm banks based on single-nucleotide polymorphisms (SNPs).CultivoMandiocaMelhoramento VegetalManihot EsculentaCassavaBreedingBreeding and Genetic ImprovementGenetic redundancy in cassava (Manihot esculenta Crantz) presents a challenge to efficient management of genetic resources. This study aimed to identify and define the ge-netic structure of duplicates in cassava germplasm from various Embrapa research units, using single-nucleotide polymorphism (SNP) markers. We evaluated 2,371 accessions with 20,712 SNPs. The identification of duplicates was performed based on multilocus genotypes (MLG), adopting a maximum genetic distance threshold of 0.05. The population structure was defined based on discriminant analysis of principal components (DAPC). A total of 1,757 unique and 614 duplicate accessions were identified. The redundancy of the collections ranged from 17% (Belém, PA/Brazil) to 39% (Petrolina, PE/Brazil), with an average of 21%. This redundancy between different research units is probably due to the historical sharing of accessions, as well as collections carried out in the same region, or even to the intense germplasm exchange between farmers with different genotype names. In terms of genetic structure, the 250 principal components explained 88 % of the genetic variation of the SNP markers and defined the hierar-chical structure of the duplicate cassava germplasm in 12 groups. Since heterotic groups have not yet been identified for cassava, crosses between accessions of the 12 DAPC groups may be promising. All MLGs were allocated within the same DAPC group, corroborating duplicate analyses yet still revealing high variability between groups that were quite distinct based on the first two discriminant functions. Our results contribute to optimizing the conservation of genetic resources, together with understanding diversity and its use in crop improvement.HILÇANA YLKA GONÇALVES DE ALBUQUERQUE, UFRB; EDER JORGE DE OLIVEIRA, CNPMF; ANA CARLA BRITO; LUCIANO ROGÉRIO BRAATZ DE ANDRADE, UFV; CÁTIA DIAS DO CARMO, UFRB; CAROLINA VIANNA MORGANTE, CPATSA; EDUARDO ALANO VIEIRA, CPAC; ELISA FERREIRA MOURA CUNHA, CPATU; FABIO GELAPE FALEIRO, CPAC.ALBUQUERQUE, H. Y. G. deOLIVEIRA, E. J. deBRITO, A. C.ANDRADE, L. R. B. deCARMO, C. D. doMORGANTE, C. V.VIEIRA, E. A.CUNHA, E. F. M.FALEIRO, F. G.2019-07-26T01:05:19Z2019-07-26T01:05:19Z2019-07-2520192019-12-02T11:11:11Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleScientia Agricola, v. 76, n. 4, p. 328-336, jul./aug., 2019.http://www.alice.cnptia.embrapa.br/alice/handle/doc/1110860enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPA2019-07-26T01:05:26Zoai:www.alice.cnptia.embrapa.br:doc/1110860Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestopendoar:21542019-07-26T01:05:26falseRepositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542019-07-26T01:05:26Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false
dc.title.none.fl_str_mv Identification of duplicates in cassava germplasm banks based on single-nucleotide polymorphisms (SNPs).
title Identification of duplicates in cassava germplasm banks based on single-nucleotide polymorphisms (SNPs).
spellingShingle Identification of duplicates in cassava germplasm banks based on single-nucleotide polymorphisms (SNPs).
ALBUQUERQUE, H. Y. G. de
Cultivo
Mandioca
Melhoramento Vegetal
Manihot Esculenta
Cassava
Breeding
Breeding and Genetic Improvement
title_short Identification of duplicates in cassava germplasm banks based on single-nucleotide polymorphisms (SNPs).
title_full Identification of duplicates in cassava germplasm banks based on single-nucleotide polymorphisms (SNPs).
title_fullStr Identification of duplicates in cassava germplasm banks based on single-nucleotide polymorphisms (SNPs).
title_full_unstemmed Identification of duplicates in cassava germplasm banks based on single-nucleotide polymorphisms (SNPs).
title_sort Identification of duplicates in cassava germplasm banks based on single-nucleotide polymorphisms (SNPs).
author ALBUQUERQUE, H. Y. G. de
author_facet ALBUQUERQUE, H. Y. G. de
OLIVEIRA, E. J. de
BRITO, A. C.
ANDRADE, L. R. B. de
CARMO, C. D. do
MORGANTE, C. V.
VIEIRA, E. A.
CUNHA, E. F. M.
FALEIRO, F. G.
author_role author
author2 OLIVEIRA, E. J. de
BRITO, A. C.
ANDRADE, L. R. B. de
CARMO, C. D. do
MORGANTE, C. V.
VIEIRA, E. A.
CUNHA, E. F. M.
FALEIRO, F. G.
author2_role author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv HILÇANA YLKA GONÇALVES DE ALBUQUERQUE, UFRB; EDER JORGE DE OLIVEIRA, CNPMF; ANA CARLA BRITO; LUCIANO ROGÉRIO BRAATZ DE ANDRADE, UFV; CÁTIA DIAS DO CARMO, UFRB; CAROLINA VIANNA MORGANTE, CPATSA; EDUARDO ALANO VIEIRA, CPAC; ELISA FERREIRA MOURA CUNHA, CPATU; FABIO GELAPE FALEIRO, CPAC.
dc.contributor.author.fl_str_mv ALBUQUERQUE, H. Y. G. de
OLIVEIRA, E. J. de
BRITO, A. C.
ANDRADE, L. R. B. de
CARMO, C. D. do
MORGANTE, C. V.
VIEIRA, E. A.
CUNHA, E. F. M.
FALEIRO, F. G.
dc.subject.por.fl_str_mv Cultivo
Mandioca
Melhoramento Vegetal
Manihot Esculenta
Cassava
Breeding
Breeding and Genetic Improvement
topic Cultivo
Mandioca
Melhoramento Vegetal
Manihot Esculenta
Cassava
Breeding
Breeding and Genetic Improvement
description Genetic redundancy in cassava (Manihot esculenta Crantz) presents a challenge to efficient management of genetic resources. This study aimed to identify and define the ge-netic structure of duplicates in cassava germplasm from various Embrapa research units, using single-nucleotide polymorphism (SNP) markers. We evaluated 2,371 accessions with 20,712 SNPs. The identification of duplicates was performed based on multilocus genotypes (MLG), adopting a maximum genetic distance threshold of 0.05. The population structure was defined based on discriminant analysis of principal components (DAPC). A total of 1,757 unique and 614 duplicate accessions were identified. The redundancy of the collections ranged from 17% (Belém, PA/Brazil) to 39% (Petrolina, PE/Brazil), with an average of 21%. This redundancy between different research units is probably due to the historical sharing of accessions, as well as collections carried out in the same region, or even to the intense germplasm exchange between farmers with different genotype names. In terms of genetic structure, the 250 principal components explained 88 % of the genetic variation of the SNP markers and defined the hierar-chical structure of the duplicate cassava germplasm in 12 groups. Since heterotic groups have not yet been identified for cassava, crosses between accessions of the 12 DAPC groups may be promising. All MLGs were allocated within the same DAPC group, corroborating duplicate analyses yet still revealing high variability between groups that were quite distinct based on the first two discriminant functions. Our results contribute to optimizing the conservation of genetic resources, together with understanding diversity and its use in crop improvement.
publishDate 2019
dc.date.none.fl_str_mv 2019-07-26T01:05:19Z
2019-07-26T01:05:19Z
2019-07-25
2019
2019-12-02T11:11:11Z
dc.type.driver.fl_str_mv info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv Scientia Agricola, v. 76, n. 4, p. 328-336, jul./aug., 2019.
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1110860
identifier_str_mv Scientia Agricola, v. 76, n. 4, p. 328-336, jul./aug., 2019.
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/1110860
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv reponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron:EMBRAPA
instname_str Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
instacron_str EMBRAPA
institution EMBRAPA
reponame_str Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
collection Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)
repository.name.fl_str_mv Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
repository.mail.fl_str_mv cg-riaa@embrapa.br
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