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Genome-wide association mapping reveals new loci associated with light-colored seed coat at harvest and slow darkening in carioca beans

BACKGROUND: Common bean (Phaseolus vulgaris L.) is a legume whose grain can be stored for months, a common practice among Brazilian growers. Over time, seed coats become darker and harder to cook, traits that are undesirable to consumers, who associate darker-colored beans with greater age. Like com...

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Autores principales: de Almeida, Caléo Panhoca, Santos, Isabella Laporte, de Carvalho Paulino, Jean Fausto, Barbosa, Caio Cesar Ferrari, Pereira, Cássia Cristina Augusto, Carvalho, Cassia Regina Limonta, de Moraes Cunha Gonçalves, Gabriel, Song, Qijian, Carbonell, Sérgio Augusto Morais, Chiorato, Alisson Fernando, Benchimol-Reis, Luciana Lasry
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8290572/
https://www.ncbi.nlm.nih.gov/pubmed/34284717
http://dx.doi.org/10.1186/s12870-021-03122-2
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author de Almeida, Caléo Panhoca
Santos, Isabella Laporte
de Carvalho Paulino, Jean Fausto
Barbosa, Caio Cesar Ferrari
Pereira, Cássia Cristina Augusto
Carvalho, Cassia Regina Limonta
de Moraes Cunha Gonçalves, Gabriel
Song, Qijian
Carbonell, Sérgio Augusto Morais
Chiorato, Alisson Fernando
Benchimol-Reis, Luciana Lasry
author_facet de Almeida, Caléo Panhoca
Santos, Isabella Laporte
de Carvalho Paulino, Jean Fausto
Barbosa, Caio Cesar Ferrari
Pereira, Cássia Cristina Augusto
Carvalho, Cassia Regina Limonta
de Moraes Cunha Gonçalves, Gabriel
Song, Qijian
Carbonell, Sérgio Augusto Morais
Chiorato, Alisson Fernando
Benchimol-Reis, Luciana Lasry
author_sort de Almeida, Caléo Panhoca
collection PubMed
description BACKGROUND: Common bean (Phaseolus vulgaris L.) is a legume whose grain can be stored for months, a common practice among Brazilian growers. Over time, seed coats become darker and harder to cook, traits that are undesirable to consumers, who associate darker-colored beans with greater age. Like commercial pinto and cranberry bean varieties, carioca beans that have darker seeds at harvest time and after storage are subject to decreased market values. RESULTS: The goal of our study was to identify the genetic control associated with lightness of seed coat color at harvest (HL) and with tolerance to post-harvest seed coat darkening (PHD) by a genome-wide association study. For that purpose, a carioca diversity panel previously validated for association mapping studies was used with 138 genotypes and 1,516 high-quality SNPs. The panel was evaluated in two environments using a colorimeter and the CIELAB scale. Shelf storage for 30 days had the most expressive results and the L* (luminosity) parameter led to the greatest discrimination of genotypes. Three QTL were identified for HL, two on chromosome Pv04 and one on Pv10. Regarding PHD, results showed that genetic control differs for L* after 30 days and for the ΔL* (final L*—initial L*); only ΔL* was able to properly express the PHD trait. Four phenotypic classes were proposed, and five QTL were identified through six significant SNPs. CONCLUSIONS: Lightness of seed coat color at harvest showed an oligogenic inheritance corroborated by moderate broad-sense heritability and high genotypic correlation among the experiments. Only three QTL were significant for this trait – two were mapped on Pv04 and one on Pv10. Considering the ΔL, six QTL were mapped on four different chromosomes for PHD. The same HL QTL at the beginning of Pv10 was also associated with ΔL* and could be used as a tool in marker-assisted selection. Several candidate genes were identified and may be useful to accelerate the genetic breeding process. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12870-021-03122-2.
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spelling pubmed-82905722021-07-21 Genome-wide association mapping reveals new loci associated with light-colored seed coat at harvest and slow darkening in carioca beans de Almeida, Caléo Panhoca Santos, Isabella Laporte de Carvalho Paulino, Jean Fausto Barbosa, Caio Cesar Ferrari Pereira, Cássia Cristina Augusto Carvalho, Cassia Regina Limonta de Moraes Cunha Gonçalves, Gabriel Song, Qijian Carbonell, Sérgio Augusto Morais Chiorato, Alisson Fernando Benchimol-Reis, Luciana Lasry BMC Plant Biol Research BACKGROUND: Common bean (Phaseolus vulgaris L.) is a legume whose grain can be stored for months, a common practice among Brazilian growers. Over time, seed coats become darker and harder to cook, traits that are undesirable to consumers, who associate darker-colored beans with greater age. Like commercial pinto and cranberry bean varieties, carioca beans that have darker seeds at harvest time and after storage are subject to decreased market values. RESULTS: The goal of our study was to identify the genetic control associated with lightness of seed coat color at harvest (HL) and with tolerance to post-harvest seed coat darkening (PHD) by a genome-wide association study. For that purpose, a carioca diversity panel previously validated for association mapping studies was used with 138 genotypes and 1,516 high-quality SNPs. The panel was evaluated in two environments using a colorimeter and the CIELAB scale. Shelf storage for 30 days had the most expressive results and the L* (luminosity) parameter led to the greatest discrimination of genotypes. Three QTL were identified for HL, two on chromosome Pv04 and one on Pv10. Regarding PHD, results showed that genetic control differs for L* after 30 days and for the ΔL* (final L*—initial L*); only ΔL* was able to properly express the PHD trait. Four phenotypic classes were proposed, and five QTL were identified through six significant SNPs. CONCLUSIONS: Lightness of seed coat color at harvest showed an oligogenic inheritance corroborated by moderate broad-sense heritability and high genotypic correlation among the experiments. Only three QTL were significant for this trait – two were mapped on Pv04 and one on Pv10. Considering the ΔL, six QTL were mapped on four different chromosomes for PHD. The same HL QTL at the beginning of Pv10 was also associated with ΔL* and could be used as a tool in marker-assisted selection. Several candidate genes were identified and may be useful to accelerate the genetic breeding process. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12870-021-03122-2. BioMed Central 2021-07-20 /pmc/articles/PMC8290572/ /pubmed/34284717 http://dx.doi.org/10.1186/s12870-021-03122-2 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
de Almeida, Caléo Panhoca
Santos, Isabella Laporte
de Carvalho Paulino, Jean Fausto
Barbosa, Caio Cesar Ferrari
Pereira, Cássia Cristina Augusto
Carvalho, Cassia Regina Limonta
de Moraes Cunha Gonçalves, Gabriel
Song, Qijian
Carbonell, Sérgio Augusto Morais
Chiorato, Alisson Fernando
Benchimol-Reis, Luciana Lasry
Genome-wide association mapping reveals new loci associated with light-colored seed coat at harvest and slow darkening in carioca beans
title Genome-wide association mapping reveals new loci associated with light-colored seed coat at harvest and slow darkening in carioca beans
title_full Genome-wide association mapping reveals new loci associated with light-colored seed coat at harvest and slow darkening in carioca beans
title_fullStr Genome-wide association mapping reveals new loci associated with light-colored seed coat at harvest and slow darkening in carioca beans
title_full_unstemmed Genome-wide association mapping reveals new loci associated with light-colored seed coat at harvest and slow darkening in carioca beans
title_short Genome-wide association mapping reveals new loci associated with light-colored seed coat at harvest and slow darkening in carioca beans
title_sort genome-wide association mapping reveals new loci associated with light-colored seed coat at harvest and slow darkening in carioca beans
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8290572/
https://www.ncbi.nlm.nih.gov/pubmed/34284717
http://dx.doi.org/10.1186/s12870-021-03122-2
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