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Genome-Wide Association Mapping of Grain Metal Accumulation in Wheat
Increasing wheat grain yield while ignoring grain quality and metal accumulation can result in metal deficiencies, particularly in countries where bread wheat accounts for the majority of daily dietary regimes. When the accumulation level exceeds a certain threshold, it becomes toxic and causes vari...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9222749/ https://www.ncbi.nlm.nih.gov/pubmed/35741814 http://dx.doi.org/10.3390/genes13061052 |
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author | El-Soda, Mohamed Aljabri, Maha |
author_facet | El-Soda, Mohamed Aljabri, Maha |
author_sort | El-Soda, Mohamed |
collection | PubMed |
description | Increasing wheat grain yield while ignoring grain quality and metal accumulation can result in metal deficiencies, particularly in countries where bread wheat accounts for the majority of daily dietary regimes. When the accumulation level exceeds a certain threshold, it becomes toxic and causes various diseases. Biofortification is an effective method of ensuring nutritional security. We screened 200 spring wheat advanced lines from the wheat association mapping initiative for Mn, Fe, Cu, Zn, Ni, and Cd concentrations. Interestingly, high-yielding genotypes had high essential metals, such as Mn, Fe, Cu, and Zn, but low levels of toxic metals, such as Ni and Cd. Positive correlations were found between all metals except Ni and Cd, where no correlation was found. We identified 142 significant SNPs, 26 of which had possible pleiotropic effects on two or more metals. Several QTLs co-located with previously mapped QTL for the same or other metals, whereas others were new. Our findings contribute to wheat genetic biofortification through marker-assisted selection, ensuring nutritional security in the long run. |
format | Online Article Text |
id | pubmed-9222749 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-92227492022-06-24 Genome-Wide Association Mapping of Grain Metal Accumulation in Wheat El-Soda, Mohamed Aljabri, Maha Genes (Basel) Article Increasing wheat grain yield while ignoring grain quality and metal accumulation can result in metal deficiencies, particularly in countries where bread wheat accounts for the majority of daily dietary regimes. When the accumulation level exceeds a certain threshold, it becomes toxic and causes various diseases. Biofortification is an effective method of ensuring nutritional security. We screened 200 spring wheat advanced lines from the wheat association mapping initiative for Mn, Fe, Cu, Zn, Ni, and Cd concentrations. Interestingly, high-yielding genotypes had high essential metals, such as Mn, Fe, Cu, and Zn, but low levels of toxic metals, such as Ni and Cd. Positive correlations were found between all metals except Ni and Cd, where no correlation was found. We identified 142 significant SNPs, 26 of which had possible pleiotropic effects on two or more metals. Several QTLs co-located with previously mapped QTL for the same or other metals, whereas others were new. Our findings contribute to wheat genetic biofortification through marker-assisted selection, ensuring nutritional security in the long run. MDPI 2022-06-13 /pmc/articles/PMC9222749/ /pubmed/35741814 http://dx.doi.org/10.3390/genes13061052 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 El-Soda, Mohamed Aljabri, Maha Genome-Wide Association Mapping of Grain Metal Accumulation in Wheat |
title | Genome-Wide Association Mapping of Grain Metal Accumulation in Wheat |
title_full | Genome-Wide Association Mapping of Grain Metal Accumulation in Wheat |
title_fullStr | Genome-Wide Association Mapping of Grain Metal Accumulation in Wheat |
title_full_unstemmed | Genome-Wide Association Mapping of Grain Metal Accumulation in Wheat |
title_short | Genome-Wide Association Mapping of Grain Metal Accumulation in Wheat |
title_sort | genome-wide association mapping of grain metal accumulation in wheat |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9222749/ https://www.ncbi.nlm.nih.gov/pubmed/35741814 http://dx.doi.org/10.3390/genes13061052 |
work_keys_str_mv | AT elsodamohamed genomewideassociationmappingofgrainmetalaccumulationinwheat AT aljabrimaha genomewideassociationmappingofgrainmetalaccumulationinwheat |