Genetic Architecture of Flooding Tolerance in the Dry Bean Middle-American Diversity Panel

Flooding is a devastating abiotic stress that endangers crop production in the twenty-first century. Because of the severe susceptibility of common bean (Phaseolus vulgaris L.) to flooding, an understanding of the genetic architecture and physiological responses of this crop will set the stage for f...

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Main Authors: Ali Soltani, Samira MafiMoghaddam, Katelynn Walter, Daniel Restrepo-Montoya, Sujan Mamidi, Stephan Schroder, Rian Lee, Phillip E. McClean, Juan M. Osorno
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-07-01
Series:Frontiers in Plant Science
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fpls.2017.01183/full
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spelling doaj-09d8d91a4c0d4d52957e9d4e5d87aae22020-11-25T00:03:46ZengFrontiers Media S.A.Frontiers in Plant Science1664-462X2017-07-01810.3389/fpls.2017.01183276103Genetic Architecture of Flooding Tolerance in the Dry Bean Middle-American Diversity PanelAli Soltani0Samira MafiMoghaddam1Katelynn Walter2Daniel Restrepo-Montoya3Sujan Mamidi4Stephan Schroder5Rian Lee6Phillip E. McClean7Juan M. Osorno8Department of Plant Sciences, North Dakota State UniversityFargo, ND, United StatesDepartment of Plant Sciences, North Dakota State UniversityFargo, ND, United StatesDepartment of Plant Sciences, North Dakota State UniversityFargo, ND, United StatesDepartment of Plant Sciences, North Dakota State UniversityFargo, ND, United StatesGenome Sequencing Center, HudsonAlpha Institute for BiotechnologyHuntsville, AL, United StatesDepartment of Plant Sciences, North Dakota State UniversityFargo, ND, United StatesDepartment of Plant Sciences, North Dakota State UniversityFargo, ND, United StatesDepartment of Plant Sciences, North Dakota State UniversityFargo, ND, United StatesDepartment of Plant Sciences, North Dakota State UniversityFargo, ND, United StatesFlooding is a devastating abiotic stress that endangers crop production in the twenty-first century. Because of the severe susceptibility of common bean (Phaseolus vulgaris L.) to flooding, an understanding of the genetic architecture and physiological responses of this crop will set the stage for further improvement. However, challenging phenotyping methods hinder a large-scale genetic study of flooding tolerance in common bean and other economically important crops. A greenhouse phenotyping protocol was developed to evaluate the flooding conditions at early stages. The Middle-American diversity panel (n = 272) of common bean was developed to capture most of the diversity exits in North American germplasm. This panel was evaluated for seven traits under both flooded and non-flooded conditions at two early developmental stages. A subset of contrasting genotypes was further evaluated in the field to assess the relationship between greenhouse and field data under flooding condition. A genome-wide association study using ~150 K SNPs was performed to discover genomic regions associated with multiple physiological responses. The results indicate a significant strong correlation (r > 0.77) between greenhouse and field data, highlighting the reliability of greenhouse phenotyping method. Black and small red beans were the least affected by excess water at germination stage. At the seedling stage, pinto and great northern genotypes were the most tolerant. Root weight reduction due to flooding was greatest in pink and small red cultivars. Flooding reduced the chlorophyll content to the greatest extent in the navy bean cultivars compared with other market classes. Races of Durango/Jalisco and Mesoamerica were separated by both genotypic and phenotypic data indicating the potential effect of eco-geographical variations. Furthermore, several loci were identified that potentially represent the antagonistic pleiotropy. The GWAS analysis revealed peaks at Pv08/1.6 Mb and Pv02/41 Mb that are associated with root weight and germination rate, respectively. These regions are syntenic with two QTL reported in soybean (Glycine max L.) that contribute to flooding tolerance, suggesting a conserved evolutionary pathway involved in flooding tolerance for these related legumes.http://journal.frontiersin.org/article/10.3389/fpls.2017.01183/fullcommon beanfloodingabiotic stressanoxiawaterloggingGWAS
collection DOAJ
language English
format Article
sources DOAJ
author Ali Soltani
Samira MafiMoghaddam
Katelynn Walter
Daniel Restrepo-Montoya
Sujan Mamidi
Stephan Schroder
Rian Lee
Phillip E. McClean
Juan M. Osorno
spellingShingle Ali Soltani
Samira MafiMoghaddam
Katelynn Walter
Daniel Restrepo-Montoya
Sujan Mamidi
Stephan Schroder
Rian Lee
Phillip E. McClean
Juan M. Osorno
Genetic Architecture of Flooding Tolerance in the Dry Bean Middle-American Diversity Panel
Frontiers in Plant Science
common bean
flooding
abiotic stress
anoxia
waterlogging
GWAS
author_facet Ali Soltani
Samira MafiMoghaddam
Katelynn Walter
Daniel Restrepo-Montoya
Sujan Mamidi
Stephan Schroder
Rian Lee
Phillip E. McClean
Juan M. Osorno
author_sort Ali Soltani
title Genetic Architecture of Flooding Tolerance in the Dry Bean Middle-American Diversity Panel
title_short Genetic Architecture of Flooding Tolerance in the Dry Bean Middle-American Diversity Panel
title_full Genetic Architecture of Flooding Tolerance in the Dry Bean Middle-American Diversity Panel
title_fullStr Genetic Architecture of Flooding Tolerance in the Dry Bean Middle-American Diversity Panel
title_full_unstemmed Genetic Architecture of Flooding Tolerance in the Dry Bean Middle-American Diversity Panel
title_sort genetic architecture of flooding tolerance in the dry bean middle-american diversity panel
publisher Frontiers Media S.A.
series Frontiers in Plant Science
issn 1664-462X
publishDate 2017-07-01
description Flooding is a devastating abiotic stress that endangers crop production in the twenty-first century. Because of the severe susceptibility of common bean (Phaseolus vulgaris L.) to flooding, an understanding of the genetic architecture and physiological responses of this crop will set the stage for further improvement. However, challenging phenotyping methods hinder a large-scale genetic study of flooding tolerance in common bean and other economically important crops. A greenhouse phenotyping protocol was developed to evaluate the flooding conditions at early stages. The Middle-American diversity panel (n = 272) of common bean was developed to capture most of the diversity exits in North American germplasm. This panel was evaluated for seven traits under both flooded and non-flooded conditions at two early developmental stages. A subset of contrasting genotypes was further evaluated in the field to assess the relationship between greenhouse and field data under flooding condition. A genome-wide association study using ~150 K SNPs was performed to discover genomic regions associated with multiple physiological responses. The results indicate a significant strong correlation (r > 0.77) between greenhouse and field data, highlighting the reliability of greenhouse phenotyping method. Black and small red beans were the least affected by excess water at germination stage. At the seedling stage, pinto and great northern genotypes were the most tolerant. Root weight reduction due to flooding was greatest in pink and small red cultivars. Flooding reduced the chlorophyll content to the greatest extent in the navy bean cultivars compared with other market classes. Races of Durango/Jalisco and Mesoamerica were separated by both genotypic and phenotypic data indicating the potential effect of eco-geographical variations. Furthermore, several loci were identified that potentially represent the antagonistic pleiotropy. The GWAS analysis revealed peaks at Pv08/1.6 Mb and Pv02/41 Mb that are associated with root weight and germination rate, respectively. These regions are syntenic with two QTL reported in soybean (Glycine max L.) that contribute to flooding tolerance, suggesting a conserved evolutionary pathway involved in flooding tolerance for these related legumes.
topic common bean
flooding
abiotic stress
anoxia
waterlogging
GWAS
url http://journal.frontiersin.org/article/10.3389/fpls.2017.01183/full
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