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Trade-offs in the genetic control of functional and nutritional quality traits in UK winter wheat
A complex network of trade-offs exists between wheat quality and nutritional traits. We investigated the correlated relationships among several milling and baking traits as well as mineral density in refined white and whole grain flour. Our aim was to determine their pleiotropic genetic control in a...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9178040/ https://www.ncbi.nlm.nih.gov/pubmed/35393550 http://dx.doi.org/10.1038/s41437-022-00503-7 |
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author | Fradgley, Nick S. Gardner, Keith Kerton, Matt Swarbreck, Stéphanie M. Bentley, Alison R. |
author_facet | Fradgley, Nick S. Gardner, Keith Kerton, Matt Swarbreck, Stéphanie M. Bentley, Alison R. |
author_sort | Fradgley, Nick S. |
collection | PubMed |
description | A complex network of trade-offs exists between wheat quality and nutritional traits. We investigated the correlated relationships among several milling and baking traits as well as mineral density in refined white and whole grain flour. Our aim was to determine their pleiotropic genetic control in a multi-parent population over two trial years with direct application to practical breeding. Co-location of major quantitative trait loci (QTL) and principal component based multi-trait QTL mapping increased the power to detect QTL and revealed pleiotropic effects explaining many complementary and antagonistic trait relationships. High molecular weight glutenin subunit genes explained much of the heritable variation in important dough rheology traits, although additional QTL were detected. Several QTL, including one linked to the TaGW2 gene, controlled grain size and increased flour extraction rate. The semi-dwarf Rht-D1b allele had a positive effect on Hagberg falling number, but reduced grain size, specific weight, grain protein content and flour water absorption. Mineral nutrient concentrations were lower in Rht-D1b lines for many elements, in wholemeal and white flour, but potassium concentration was higher in Rht-D1b lines. The presence of awns increased calcium content without decreasing extraction rate, despite the negative correlation between these traits. QTL were also found that affect the relative concentrations of key mineral nutrients compared to phosphorus which may help increase bioavailability without associated anti-nutritional effects of phytic acid. Taken together these results demonstrate the potential for marker-based selection to optimise trait trade-offs and enhance wheat nutritional value by considering pleiotropic genetic effects across multiple traits. |
format | Online Article Text |
id | pubmed-9178040 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-91780402022-06-10 Trade-offs in the genetic control of functional and nutritional quality traits in UK winter wheat Fradgley, Nick S. Gardner, Keith Kerton, Matt Swarbreck, Stéphanie M. Bentley, Alison R. Heredity (Edinb) Article A complex network of trade-offs exists between wheat quality and nutritional traits. We investigated the correlated relationships among several milling and baking traits as well as mineral density in refined white and whole grain flour. Our aim was to determine their pleiotropic genetic control in a multi-parent population over two trial years with direct application to practical breeding. Co-location of major quantitative trait loci (QTL) and principal component based multi-trait QTL mapping increased the power to detect QTL and revealed pleiotropic effects explaining many complementary and antagonistic trait relationships. High molecular weight glutenin subunit genes explained much of the heritable variation in important dough rheology traits, although additional QTL were detected. Several QTL, including one linked to the TaGW2 gene, controlled grain size and increased flour extraction rate. The semi-dwarf Rht-D1b allele had a positive effect on Hagberg falling number, but reduced grain size, specific weight, grain protein content and flour water absorption. Mineral nutrient concentrations were lower in Rht-D1b lines for many elements, in wholemeal and white flour, but potassium concentration was higher in Rht-D1b lines. The presence of awns increased calcium content without decreasing extraction rate, despite the negative correlation between these traits. QTL were also found that affect the relative concentrations of key mineral nutrients compared to phosphorus which may help increase bioavailability without associated anti-nutritional effects of phytic acid. Taken together these results demonstrate the potential for marker-based selection to optimise trait trade-offs and enhance wheat nutritional value by considering pleiotropic genetic effects across multiple traits. Springer International Publishing 2022-04-07 2022-06 /pmc/articles/PMC9178040/ /pubmed/35393550 http://dx.doi.org/10.1038/s41437-022-00503-7 Text en © The Author(s) 2022 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Fradgley, Nick S. Gardner, Keith Kerton, Matt Swarbreck, Stéphanie M. Bentley, Alison R. Trade-offs in the genetic control of functional and nutritional quality traits in UK winter wheat |
title | Trade-offs in the genetic control of functional and nutritional quality traits in UK winter wheat |
title_full | Trade-offs in the genetic control of functional and nutritional quality traits in UK winter wheat |
title_fullStr | Trade-offs in the genetic control of functional and nutritional quality traits in UK winter wheat |
title_full_unstemmed | Trade-offs in the genetic control of functional and nutritional quality traits in UK winter wheat |
title_short | Trade-offs in the genetic control of functional and nutritional quality traits in UK winter wheat |
title_sort | trade-offs in the genetic control of functional and nutritional quality traits in uk winter wheat |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9178040/ https://www.ncbi.nlm.nih.gov/pubmed/35393550 http://dx.doi.org/10.1038/s41437-022-00503-7 |
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