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QTL mapping of shoot and seed traits impacted by Drought in Barley using a recombinant inbred line Population
BACKGROUND: With ongoing climate change, drought events are severely limiting barley production worldwide and pose a significant risk to the malting, brewing and food industry. The genetic diversity inherent in the barley germplasm offers an important resource to develop stress resiliency. The purpo...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10224580/ https://www.ncbi.nlm.nih.gov/pubmed/37245001 http://dx.doi.org/10.1186/s12870-023-04292-x |
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author | Ajayi, Oyeyemi O. Bregitzer, Phil Klos, Kathy Hu, Gongshe Walling, Jason G. Mahalingam, Ramamurthy |
author_facet | Ajayi, Oyeyemi O. Bregitzer, Phil Klos, Kathy Hu, Gongshe Walling, Jason G. Mahalingam, Ramamurthy |
author_sort | Ajayi, Oyeyemi O. |
collection | PubMed |
description | BACKGROUND: With ongoing climate change, drought events are severely limiting barley production worldwide and pose a significant risk to the malting, brewing and food industry. The genetic diversity inherent in the barley germplasm offers an important resource to develop stress resiliency. The purpose of this study was to identify novel, stable, and adaptive Quantitative Trait Loci (QTL), and candidate genes associated with drought tolerance. A recombinant inbred line (RIL) population (n = 192) developed from a cross between the drought tolerant ‘Otis’ barley variety, and susceptible ‘Golden Promise’(GP) was subjected to short-term progressive drought during heading in the biotron. This population was also evaluated under irrigated and rainfed conditions in the field for yields and seed protein content. RESULTS: Barley 50k iSelect SNP Array was used to genotype the RIL population to elucidate drought-adaptive QTL. Twenty-three QTL (eleven for seed weight, eight for shoot dry weight and four for protein content) were identified across several barley chromosomes. QTL analysis identified genomic regions on chromosome 2 and 5 H that appear to be stable across both environments and accounted for nearly 60% variation in shoot weight and 17.6% variation in seed protein content. QTL at approximately 29 Mbp on chromosome 2 H and 488 Mbp on chromosome 5 H are in very close proximity to ascorbate peroxidase (APX) and in the coding sequence of the Dirigent (DIR) gene, respectively. Both APX and DIR are well-known key players in abiotic stress tolerance in several plants. In the quest to identify key recombinants with improved tolerance to drought (like Otis) and good malting profiles (like GP), five drought tolerant RILs were selected for malt quality analysis. The selected drought tolerant RILs exhibited one or more traits that were outside the realms of the suggested limits for acceptable commercial malting quality. CONCLUSIONS: The candidate genes can be used for marker assisted selection and/or genetic manipulation to develop barley cultivars with improved tolerance to drought. RILs with genetic network reshuffling necessary to generate drought tolerance of Otis and favorable malting quality attributes of GP may be realized by screening a larger population. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12870-023-04292-x. |
format | Online Article Text |
id | pubmed-10224580 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-102245802023-05-28 QTL mapping of shoot and seed traits impacted by Drought in Barley using a recombinant inbred line Population Ajayi, Oyeyemi O. Bregitzer, Phil Klos, Kathy Hu, Gongshe Walling, Jason G. Mahalingam, Ramamurthy BMC Plant Biol Research BACKGROUND: With ongoing climate change, drought events are severely limiting barley production worldwide and pose a significant risk to the malting, brewing and food industry. The genetic diversity inherent in the barley germplasm offers an important resource to develop stress resiliency. The purpose of this study was to identify novel, stable, and adaptive Quantitative Trait Loci (QTL), and candidate genes associated with drought tolerance. A recombinant inbred line (RIL) population (n = 192) developed from a cross between the drought tolerant ‘Otis’ barley variety, and susceptible ‘Golden Promise’(GP) was subjected to short-term progressive drought during heading in the biotron. This population was also evaluated under irrigated and rainfed conditions in the field for yields and seed protein content. RESULTS: Barley 50k iSelect SNP Array was used to genotype the RIL population to elucidate drought-adaptive QTL. Twenty-three QTL (eleven for seed weight, eight for shoot dry weight and four for protein content) were identified across several barley chromosomes. QTL analysis identified genomic regions on chromosome 2 and 5 H that appear to be stable across both environments and accounted for nearly 60% variation in shoot weight and 17.6% variation in seed protein content. QTL at approximately 29 Mbp on chromosome 2 H and 488 Mbp on chromosome 5 H are in very close proximity to ascorbate peroxidase (APX) and in the coding sequence of the Dirigent (DIR) gene, respectively. Both APX and DIR are well-known key players in abiotic stress tolerance in several plants. In the quest to identify key recombinants with improved tolerance to drought (like Otis) and good malting profiles (like GP), five drought tolerant RILs were selected for malt quality analysis. The selected drought tolerant RILs exhibited one or more traits that were outside the realms of the suggested limits for acceptable commercial malting quality. CONCLUSIONS: The candidate genes can be used for marker assisted selection and/or genetic manipulation to develop barley cultivars with improved tolerance to drought. RILs with genetic network reshuffling necessary to generate drought tolerance of Otis and favorable malting quality attributes of GP may be realized by screening a larger population. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12870-023-04292-x. BioMed Central 2023-05-27 /pmc/articles/PMC10224580/ /pubmed/37245001 http://dx.doi.org/10.1186/s12870-023-04292-x Text en © This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 Ajayi, Oyeyemi O. Bregitzer, Phil Klos, Kathy Hu, Gongshe Walling, Jason G. Mahalingam, Ramamurthy QTL mapping of shoot and seed traits impacted by Drought in Barley using a recombinant inbred line Population |
title | QTL mapping of shoot and seed traits impacted by Drought in Barley using a recombinant inbred line Population |
title_full | QTL mapping of shoot and seed traits impacted by Drought in Barley using a recombinant inbred line Population |
title_fullStr | QTL mapping of shoot and seed traits impacted by Drought in Barley using a recombinant inbred line Population |
title_full_unstemmed | QTL mapping of shoot and seed traits impacted by Drought in Barley using a recombinant inbred line Population |
title_short | QTL mapping of shoot and seed traits impacted by Drought in Barley using a recombinant inbred line Population |
title_sort | qtl mapping of shoot and seed traits impacted by drought in barley using a recombinant inbred line population |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10224580/ https://www.ncbi.nlm.nih.gov/pubmed/37245001 http://dx.doi.org/10.1186/s12870-023-04292-x |
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