Cargando…
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...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5498472/ https://www.ncbi.nlm.nih.gov/pubmed/28729876 http://dx.doi.org/10.3389/fpls.2017.01183 |
_version_ | 1783248295780417536 |
---|---|
author | Soltani, Ali MafiMoghaddam, Samira Walter, Katelynn Restrepo-Montoya, Daniel Mamidi, Sujan Schroder, Stephan Lee, Rian McClean, Phillip E. Osorno, Juan M. |
author_facet | Soltani, Ali MafiMoghaddam, Samira Walter, Katelynn Restrepo-Montoya, Daniel Mamidi, Sujan Schroder, Stephan Lee, Rian McClean, Phillip E. Osorno, Juan M. |
author_sort | Soltani, Ali |
collection | PubMed |
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. |
format | Online Article Text |
id | pubmed-5498472 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-54984722017-07-20 Genetic Architecture of Flooding Tolerance in the Dry Bean Middle-American Diversity Panel Soltani, Ali MafiMoghaddam, Samira Walter, Katelynn Restrepo-Montoya, Daniel Mamidi, Sujan Schroder, Stephan Lee, Rian McClean, Phillip E. Osorno, Juan M. Front Plant Sci Plant Science 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. Frontiers Media S.A. 2017-07-06 /pmc/articles/PMC5498472/ /pubmed/28729876 http://dx.doi.org/10.3389/fpls.2017.01183 Text en Copyright © 2017 Soltani, MafiMoghaddam, Walter, Restrepo-Montoya, Mamidi, Schroder, Lee, McClean and Osorno. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Plant Science Soltani, Ali MafiMoghaddam, Samira Walter, Katelynn Restrepo-Montoya, Daniel Mamidi, Sujan Schroder, Stephan Lee, Rian McClean, Phillip E. Osorno, Juan M. Genetic Architecture of Flooding Tolerance in the Dry Bean Middle-American Diversity Panel |
title | 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_short | 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 |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5498472/ https://www.ncbi.nlm.nih.gov/pubmed/28729876 http://dx.doi.org/10.3389/fpls.2017.01183 |
work_keys_str_mv | AT soltaniali geneticarchitectureoffloodingtoleranceinthedrybeanmiddleamericandiversitypanel AT mafimoghaddamsamira geneticarchitectureoffloodingtoleranceinthedrybeanmiddleamericandiversitypanel AT walterkatelynn geneticarchitectureoffloodingtoleranceinthedrybeanmiddleamericandiversitypanel AT restrepomontoyadaniel geneticarchitectureoffloodingtoleranceinthedrybeanmiddleamericandiversitypanel AT mamidisujan geneticarchitectureoffloodingtoleranceinthedrybeanmiddleamericandiversitypanel AT schroderstephan geneticarchitectureoffloodingtoleranceinthedrybeanmiddleamericandiversitypanel AT leerian geneticarchitectureoffloodingtoleranceinthedrybeanmiddleamericandiversitypanel AT mccleanphillipe geneticarchitectureoffloodingtoleranceinthedrybeanmiddleamericandiversitypanel AT osornojuanm geneticarchitectureoffloodingtoleranceinthedrybeanmiddleamericandiversitypanel |