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Genome Wide Association Study Uncovers the QTLome for Osmotic Adjustment and Related Drought Adaptive Traits in Durum Wheat

Osmotic adjustment (OA) is a major component of drought resistance in crops. The genetic basis of OA in wheat and other crops remains largely unknown. In this study, 248 field-grown durum wheat elite accessions grown under well-watered conditions, underwent a progressively severe drought treatment s...

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Autores principales: Condorelli, Giuseppe Emanuele, Newcomb, Maria, Groli, Eder Licieri, Maccaferri, Marco, Forestan, Cristian, Babaeian, Ebrahim, Tuller, Markus, White, Jeffrey Westcott, Ward, Rick, Mockler, Todd, Shakoor, Nadia, Tuberosa, Roberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8871942/
https://www.ncbi.nlm.nih.gov/pubmed/35205338
http://dx.doi.org/10.3390/genes13020293
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author Condorelli, Giuseppe Emanuele
Newcomb, Maria
Groli, Eder Licieri
Maccaferri, Marco
Forestan, Cristian
Babaeian, Ebrahim
Tuller, Markus
White, Jeffrey Westcott
Ward, Rick
Mockler, Todd
Shakoor, Nadia
Tuberosa, Roberto
author_facet Condorelli, Giuseppe Emanuele
Newcomb, Maria
Groli, Eder Licieri
Maccaferri, Marco
Forestan, Cristian
Babaeian, Ebrahim
Tuller, Markus
White, Jeffrey Westcott
Ward, Rick
Mockler, Todd
Shakoor, Nadia
Tuberosa, Roberto
author_sort Condorelli, Giuseppe Emanuele
collection PubMed
description Osmotic adjustment (OA) is a major component of drought resistance in crops. The genetic basis of OA in wheat and other crops remains largely unknown. In this study, 248 field-grown durum wheat elite accessions grown under well-watered conditions, underwent a progressively severe drought treatment started at heading. Leaf samples were collected at heading and 17 days later. The following traits were considered: flowering time (FT), leaf relative water content (RWC), osmotic potential (ψs), OA, chlorophyll content (SPAD), and leaf rolling (LR). The high variability (3.89-fold) in OA among drought-stressed accessions resulted in high repeatability of the trait (h(2) = 72.3%). Notably, a high positive correlation (r = 0.78) between OA and RWC was found under severe drought conditions. A genome-wide association study (GWAS) revealed 15 significant QTLs (Quantitative Trait Loci) for OA (global R(2) = 63.6%), as well as eight major QTL hotspots/clusters on chromosome arms 1BL, 2BL, 4AL, 5AL, 6AL, 6BL, and 7BS, where a higher OA capacity was positively associated with RWC and/or SPAD, and negatively with LR, indicating a beneficial effect of OA on the water status of the plant. The comparative analysis with the results of 15 previous field trials conducted under varying water regimes showed concurrent effects of five OA QTL cluster hotspots on normalized difference vegetation index (NDVI), thousand-kernel weight (TKW), and/or grain yield (GY). Gene content analysis of the cluster regions revealed the presence of several candidate genes, including bidirectional sugar transporter SWEET, rhomboid-like protein, and S-adenosyl-L-methionine-dependent methyltransferases superfamily protein, as well as DREB1. Our results support OA as a valuable proxy for marker-assisted selection (MAS) aimed at enhancing drought resistance in wheat.
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spelling pubmed-88719422022-02-25 Genome Wide Association Study Uncovers the QTLome for Osmotic Adjustment and Related Drought Adaptive Traits in Durum Wheat Condorelli, Giuseppe Emanuele Newcomb, Maria Groli, Eder Licieri Maccaferri, Marco Forestan, Cristian Babaeian, Ebrahim Tuller, Markus White, Jeffrey Westcott Ward, Rick Mockler, Todd Shakoor, Nadia Tuberosa, Roberto Genes (Basel) Article Osmotic adjustment (OA) is a major component of drought resistance in crops. The genetic basis of OA in wheat and other crops remains largely unknown. In this study, 248 field-grown durum wheat elite accessions grown under well-watered conditions, underwent a progressively severe drought treatment started at heading. Leaf samples were collected at heading and 17 days later. The following traits were considered: flowering time (FT), leaf relative water content (RWC), osmotic potential (ψs), OA, chlorophyll content (SPAD), and leaf rolling (LR). The high variability (3.89-fold) in OA among drought-stressed accessions resulted in high repeatability of the trait (h(2) = 72.3%). Notably, a high positive correlation (r = 0.78) between OA and RWC was found under severe drought conditions. A genome-wide association study (GWAS) revealed 15 significant QTLs (Quantitative Trait Loci) for OA (global R(2) = 63.6%), as well as eight major QTL hotspots/clusters on chromosome arms 1BL, 2BL, 4AL, 5AL, 6AL, 6BL, and 7BS, where a higher OA capacity was positively associated with RWC and/or SPAD, and negatively with LR, indicating a beneficial effect of OA on the water status of the plant. The comparative analysis with the results of 15 previous field trials conducted under varying water regimes showed concurrent effects of five OA QTL cluster hotspots on normalized difference vegetation index (NDVI), thousand-kernel weight (TKW), and/or grain yield (GY). Gene content analysis of the cluster regions revealed the presence of several candidate genes, including bidirectional sugar transporter SWEET, rhomboid-like protein, and S-adenosyl-L-methionine-dependent methyltransferases superfamily protein, as well as DREB1. Our results support OA as a valuable proxy for marker-assisted selection (MAS) aimed at enhancing drought resistance in wheat. MDPI 2022-02-02 /pmc/articles/PMC8871942/ /pubmed/35205338 http://dx.doi.org/10.3390/genes13020293 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Condorelli, Giuseppe Emanuele
Newcomb, Maria
Groli, Eder Licieri
Maccaferri, Marco
Forestan, Cristian
Babaeian, Ebrahim
Tuller, Markus
White, Jeffrey Westcott
Ward, Rick
Mockler, Todd
Shakoor, Nadia
Tuberosa, Roberto
Genome Wide Association Study Uncovers the QTLome for Osmotic Adjustment and Related Drought Adaptive Traits in Durum Wheat
title Genome Wide Association Study Uncovers the QTLome for Osmotic Adjustment and Related Drought Adaptive Traits in Durum Wheat
title_full Genome Wide Association Study Uncovers the QTLome for Osmotic Adjustment and Related Drought Adaptive Traits in Durum Wheat
title_fullStr Genome Wide Association Study Uncovers the QTLome for Osmotic Adjustment and Related Drought Adaptive Traits in Durum Wheat
title_full_unstemmed Genome Wide Association Study Uncovers the QTLome for Osmotic Adjustment and Related Drought Adaptive Traits in Durum Wheat
title_short Genome Wide Association Study Uncovers the QTLome for Osmotic Adjustment and Related Drought Adaptive Traits in Durum Wheat
title_sort genome wide association study uncovers the qtlome for osmotic adjustment and related drought adaptive traits in durum wheat
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8871942/
https://www.ncbi.nlm.nih.gov/pubmed/35205338
http://dx.doi.org/10.3390/genes13020293
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