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Root and canopy traits and adaptability genes explain drought tolerance responses in winter wheat
Bread wheat (Triticum aestivum L) is one of the three main staple crops worldwide contributing 20% calories in the human diet. Drought stress is the main factor limiting yields and threatening food security, with climate change resulting in more frequent and intense drought. Developing drought-toler...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8021186/ https://www.ncbi.nlm.nih.gov/pubmed/33819270 http://dx.doi.org/10.1371/journal.pone.0242472 |
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author | Nehe, A. S. Foulkes, M. J. Ozturk, I. Rasheed, A. York, L. Kefauver, S. C. Ozdemir, F. Morgounov, A. |
author_facet | Nehe, A. S. Foulkes, M. J. Ozturk, I. Rasheed, A. York, L. Kefauver, S. C. Ozdemir, F. Morgounov, A. |
author_sort | Nehe, A. S. |
collection | PubMed |
description | Bread wheat (Triticum aestivum L) is one of the three main staple crops worldwide contributing 20% calories in the human diet. Drought stress is the main factor limiting yields and threatening food security, with climate change resulting in more frequent and intense drought. Developing drought-tolerant wheat cultivars is a promising way forward. The use of holistic approaches that include high-throughput phenotyping and genetic markers in selection could help in accelerating genetic gains. Fifty advanced breeding lines were selected from the CIMMYT Turkey winter wheat breeding program and studied under irrigated and semiarid conditions in two years. High-throughput phenotyping was done for wheat crown root traits and canopy senescence dynamics using vegetation indices (green area using RGB images and Normalized Difference Vegetation Index using spectral reflectance). In addition, genotyping by KASP markers for adaptability genes was done. Overall, under semiarid conditions yield reduced by 3.09 t ha(-1) (-46.8%) compared to irrigated conditions. Genotypes responded differently under drought stress and genotypes 39 (VORONA/HD24-12//GUN/7/VEE#8//…/8/ALTAY), 18 (BiII98) and 29 (NIKIFOR//KROSHKA) were the most drought tolerant. Root traits including shallow nodal root angle under irrigated conditions and root number per shoot under semiarid conditions were correlated with increased grain yield. RGB based vegetation index measuring canopy green area at anthesis was better correlated with GY than NDVI was with GY under drought. The markers for five established functional genes (PRR73.A1 –flowering time, TEF-7A –grain size and weight, TaCwi.4A - yield under drought, Dreb1- drought tolerance, and ISBW11.GY.QTL.CANDIDATE- grain yield) were associated with different drought-tolerance traits in this experiment. We conclude that–genotypes 39, 18 and 29 could be used for drought tolerance breeding. The trait combinations of canopy green area at anthesis, and root number per shoot along with key drought adaptability makers (TaCwi.4A and Dreb1) could be used in screening drought tolerance wheat breeding lines. |
format | Online Article Text |
id | pubmed-8021186 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-80211862021-04-14 Root and canopy traits and adaptability genes explain drought tolerance responses in winter wheat Nehe, A. S. Foulkes, M. J. Ozturk, I. Rasheed, A. York, L. Kefauver, S. C. Ozdemir, F. Morgounov, A. PLoS One Research Article Bread wheat (Triticum aestivum L) is one of the three main staple crops worldwide contributing 20% calories in the human diet. Drought stress is the main factor limiting yields and threatening food security, with climate change resulting in more frequent and intense drought. Developing drought-tolerant wheat cultivars is a promising way forward. The use of holistic approaches that include high-throughput phenotyping and genetic markers in selection could help in accelerating genetic gains. Fifty advanced breeding lines were selected from the CIMMYT Turkey winter wheat breeding program and studied under irrigated and semiarid conditions in two years. High-throughput phenotyping was done for wheat crown root traits and canopy senescence dynamics using vegetation indices (green area using RGB images and Normalized Difference Vegetation Index using spectral reflectance). In addition, genotyping by KASP markers for adaptability genes was done. Overall, under semiarid conditions yield reduced by 3.09 t ha(-1) (-46.8%) compared to irrigated conditions. Genotypes responded differently under drought stress and genotypes 39 (VORONA/HD24-12//GUN/7/VEE#8//…/8/ALTAY), 18 (BiII98) and 29 (NIKIFOR//KROSHKA) were the most drought tolerant. Root traits including shallow nodal root angle under irrigated conditions and root number per shoot under semiarid conditions were correlated with increased grain yield. RGB based vegetation index measuring canopy green area at anthesis was better correlated with GY than NDVI was with GY under drought. The markers for five established functional genes (PRR73.A1 –flowering time, TEF-7A –grain size and weight, TaCwi.4A - yield under drought, Dreb1- drought tolerance, and ISBW11.GY.QTL.CANDIDATE- grain yield) were associated with different drought-tolerance traits in this experiment. We conclude that–genotypes 39, 18 and 29 could be used for drought tolerance breeding. The trait combinations of canopy green area at anthesis, and root number per shoot along with key drought adaptability makers (TaCwi.4A and Dreb1) could be used in screening drought tolerance wheat breeding lines. Public Library of Science 2021-04-05 /pmc/articles/PMC8021186/ /pubmed/33819270 http://dx.doi.org/10.1371/journal.pone.0242472 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication. |
spellingShingle | Research Article Nehe, A. S. Foulkes, M. J. Ozturk, I. Rasheed, A. York, L. Kefauver, S. C. Ozdemir, F. Morgounov, A. Root and canopy traits and adaptability genes explain drought tolerance responses in winter wheat |
title | Root and canopy traits and adaptability genes explain drought tolerance responses in winter wheat |
title_full | Root and canopy traits and adaptability genes explain drought tolerance responses in winter wheat |
title_fullStr | Root and canopy traits and adaptability genes explain drought tolerance responses in winter wheat |
title_full_unstemmed | Root and canopy traits and adaptability genes explain drought tolerance responses in winter wheat |
title_short | Root and canopy traits and adaptability genes explain drought tolerance responses in winter wheat |
title_sort | root and canopy traits and adaptability genes explain drought tolerance responses in winter wheat |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8021186/ https://www.ncbi.nlm.nih.gov/pubmed/33819270 http://dx.doi.org/10.1371/journal.pone.0242472 |
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