Identification of duplicates in cassava germplasm banks based on single-nucleotide polymorphisms (SNPs).
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.
Main Authors: | , , , , , , , , |
---|---|
Other Authors: | |
Format: | Artigo de periódico biblioteca |
Language: | English eng |
Published: |
2019-07-25
|
Subjects: | Cultivo, Mandioca, Melhoramento Vegetal, Manihot Esculenta, Cassava, Breeding, Breeding and Genetic Improvement, |
Online Access: | http://www.alice.cnptia.embrapa.br/alice/handle/doc/1110860 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
id |
dig-alice-doc-1110860 |
---|---|
record_format |
koha |
spelling |
dig-alice-doc-11108602019-07-26T01:05:26Z Identification of duplicates in cassava germplasm banks based on single-nucleotide polymorphisms (SNPs). 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. 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. Cultivo Mandioca Melhoramento Vegetal Manihot Esculenta Cassava Breeding Breeding and Genetic Improvement 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. 2019-07-26T01:05:19Z 2019-07-26T01:05:19Z 2019-07-25 2019 2019-12-02T11:11:11Z Artigo de periódico Scientia Agricola, v. 76, n. 4, p. 328-336, jul./aug., 2019. http://www.alice.cnptia.embrapa.br/alice/handle/doc/1110860 en eng openAccess |
institution |
EMBRAPA |
collection |
DSpace |
country |
Brasil |
countrycode |
BR |
component |
Bibliográfico |
access |
En linea |
databasecode |
dig-alice |
tag |
biblioteca |
region |
America del Sur |
libraryname |
Sistema de bibliotecas de EMBRAPA |
language |
English eng |
topic |
Cultivo Mandioca Melhoramento Vegetal Manihot Esculenta Cassava Breeding Breeding and Genetic Improvement Cultivo Mandioca Melhoramento Vegetal Manihot Esculenta Cassava Breeding Breeding and Genetic Improvement |
spellingShingle |
Cultivo Mandioca Melhoramento Vegetal Manihot Esculenta Cassava Breeding Breeding and Genetic Improvement Cultivo Mandioca Melhoramento Vegetal Manihot Esculenta Cassava Breeding Breeding and Genetic Improvement 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. Identification of duplicates in cassava germplasm banks based on single-nucleotide polymorphisms (SNPs). |
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. |
author2 |
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. |
author_facet |
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. 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. |
format |
Artigo de periódico |
topic_facet |
Cultivo Mandioca Melhoramento Vegetal Manihot Esculenta Cassava Breeding Breeding and Genetic Improvement |
author |
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_sort |
ALBUQUERQUE, H. Y. G. de |
title |
Identification of duplicates in cassava germplasm banks based on single-nucleotide polymorphisms (SNPs). |
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). |
publishDate |
2019-07-25 |
url |
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1110860 |
work_keys_str_mv |
AT albuquerquehygde identificationofduplicatesincassavagermplasmbanksbasedonsinglenucleotidepolymorphismssnps AT oliveiraejde identificationofduplicatesincassavagermplasmbanksbasedonsinglenucleotidepolymorphismssnps AT britoac identificationofduplicatesincassavagermplasmbanksbasedonsinglenucleotidepolymorphismssnps AT andradelrbde identificationofduplicatesincassavagermplasmbanksbasedonsinglenucleotidepolymorphismssnps AT carmocddo identificationofduplicatesincassavagermplasmbanksbasedonsinglenucleotidepolymorphismssnps AT morgantecv identificationofduplicatesincassavagermplasmbanksbasedonsinglenucleotidepolymorphismssnps AT vieiraea identificationofduplicatesincassavagermplasmbanksbasedonsinglenucleotidepolymorphismssnps AT cunhaefm identificationofduplicatesincassavagermplasmbanksbasedonsinglenucleotidepolymorphismssnps AT faleirofg identificationofduplicatesincassavagermplasmbanksbasedonsinglenucleotidepolymorphismssnps |
_version_ |
1756026078612160512 |