GWAS of pod morphological and color characters in common bean

Abstract Background Common bean (Phaseolus vulgaris L.) is an important legume species which can be consumed as immature pods and dry seeds after re-hydration and cooking. Many genes and QTL, and epistatic interactions among them, condition pod morphological traits. However, not all them have been m...

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Main Authors: Carmen García-Fernández, Ana Campa, Alvaro Soler Garzón, Phil Miklas, Juan Jose Ferreira
Format: Article
Language:English
Published: BMC 2021-04-01
Series:BMC Plant Biology
Subjects:
Online Access:https://doi.org/10.1186/s12870-021-02967-x
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spelling doaj-588c7b22794b4ac2b47c1801d5a886f72021-04-18T11:18:13ZengBMCBMC Plant Biology1471-22292021-04-0121111310.1186/s12870-021-02967-xGWAS of pod morphological and color characters in common beanCarmen García-Fernández0Ana Campa1Alvaro Soler Garzón2Phil Miklas3Juan Jose Ferreira4Plant Genetic Group, Regional Service for Agrofood Research and Development (SERIDA)Plant Genetic Group, Regional Service for Agrofood Research and Development (SERIDA)Washington State Univ., Irrigated Agriculture Research and Extension CenterUSDA-ARS, Grain Legume Genetics and Physiology Research UnitPlant Genetic Group, Regional Service for Agrofood Research and Development (SERIDA)Abstract Background Common bean (Phaseolus vulgaris L.) is an important legume species which can be consumed as immature pods and dry seeds after re-hydration and cooking. Many genes and QTL, and epistatic interactions among them, condition pod morphological traits. However, not all them have been mapped or validated nor candidate genes proposed. We sought to investigate the genomic regions conditioning pod morphological and color characters through GWAS. Results Single and multi-locus genome wide association analysis was used to investigate pod traits for a set of 301 bean lines of the Spanish Diversity Panel (SDP). The SDP was genotyped with 32,812 SNPs obtained from Genotyping by Sequencing. The panel was grown in two seasons and phenotypic data were recorded for 17 fresh pods traits grouped in four pod characters: pod length, pod cross-section, pod color, and number of seeds per pod. In all, 23 QTL for pod length, 6 for cross-section, 18 for pod color, 6 for number of seeds per pod and 9 associated to two or more pod characters were detected. Most QTL were located in the telomeric region of chromosomes Pv01, Pv02, Pv04, Pv08, Pv09 and Pv10. Eighteen detected QTL co-localized with 28 previously reported QTL. Twenty-one potential candidate genes involving developmental processes were detected underlying 11 QTL for pod morphological characters, four of them homologous to A. thaliana genes FIS2, SPL10, TTG2 and AML4 affecting silique size. Eight potential candidate genes involved in pigment synthesis, were found underlying five QTL for pod color. Conclusions GWAS for pod morphological and color characters in the bean Spanish Diversity Panel revealed 62 QTL, 18 co-localized with previously reported QTL, and 16 QTL were underlain by 25 candidate genes. Overall 44 new QTL identified and 18 existing QTL contribute to a better understanding of the complex inheritance of pod size and color traits in common bean and open the opportunity for future validation works.https://doi.org/10.1186/s12870-021-02967-xPhaseolus vulgaris L.Spanish diversity panelPhenotypingAssociationMeta QTL candidate genes
collection DOAJ
language English
format Article
sources DOAJ
author Carmen García-Fernández
Ana Campa
Alvaro Soler Garzón
Phil Miklas
Juan Jose Ferreira
spellingShingle Carmen García-Fernández
Ana Campa
Alvaro Soler Garzón
Phil Miklas
Juan Jose Ferreira
GWAS of pod morphological and color characters in common bean
BMC Plant Biology
Phaseolus vulgaris L.
Spanish diversity panel
Phenotyping
Association
Meta QTL candidate genes
author_facet Carmen García-Fernández
Ana Campa
Alvaro Soler Garzón
Phil Miklas
Juan Jose Ferreira
author_sort Carmen García-Fernández
title GWAS of pod morphological and color characters in common bean
title_short GWAS of pod morphological and color characters in common bean
title_full GWAS of pod morphological and color characters in common bean
title_fullStr GWAS of pod morphological and color characters in common bean
title_full_unstemmed GWAS of pod morphological and color characters in common bean
title_sort gwas of pod morphological and color characters in common bean
publisher BMC
series BMC Plant Biology
issn 1471-2229
publishDate 2021-04-01
description Abstract Background Common bean (Phaseolus vulgaris L.) is an important legume species which can be consumed as immature pods and dry seeds after re-hydration and cooking. Many genes and QTL, and epistatic interactions among them, condition pod morphological traits. However, not all them have been mapped or validated nor candidate genes proposed. We sought to investigate the genomic regions conditioning pod morphological and color characters through GWAS. Results Single and multi-locus genome wide association analysis was used to investigate pod traits for a set of 301 bean lines of the Spanish Diversity Panel (SDP). The SDP was genotyped with 32,812 SNPs obtained from Genotyping by Sequencing. The panel was grown in two seasons and phenotypic data were recorded for 17 fresh pods traits grouped in four pod characters: pod length, pod cross-section, pod color, and number of seeds per pod. In all, 23 QTL for pod length, 6 for cross-section, 18 for pod color, 6 for number of seeds per pod and 9 associated to two or more pod characters were detected. Most QTL were located in the telomeric region of chromosomes Pv01, Pv02, Pv04, Pv08, Pv09 and Pv10. Eighteen detected QTL co-localized with 28 previously reported QTL. Twenty-one potential candidate genes involving developmental processes were detected underlying 11 QTL for pod morphological characters, four of them homologous to A. thaliana genes FIS2, SPL10, TTG2 and AML4 affecting silique size. Eight potential candidate genes involved in pigment synthesis, were found underlying five QTL for pod color. Conclusions GWAS for pod morphological and color characters in the bean Spanish Diversity Panel revealed 62 QTL, 18 co-localized with previously reported QTL, and 16 QTL were underlain by 25 candidate genes. Overall 44 new QTL identified and 18 existing QTL contribute to a better understanding of the complex inheritance of pod size and color traits in common bean and open the opportunity for future validation works.
topic Phaseolus vulgaris L.
Spanish diversity panel
Phenotyping
Association
Meta QTL candidate genes
url https://doi.org/10.1186/s12870-021-02967-x
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