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 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.

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Main Authors: Fradgley, N., Gardner, K.A., Kerton, M., Swarbreck, S.M., Bentley, A.R.
Format: Article biblioteca
Language:English
Published: Springer Nature 2022
Subjects:AGRICULTURAL SCIENCES AND BIOTECHNOLOGY, WHEAT, GENETIC CONTROL, NUTRITIVE VALUE, QUANTITATIVE TRAIT LOCI,
Online Access:https://hdl.handle.net/10883/22053
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spelling dig-cimmyt-10883-220532024-01-25T15:46:08Z Trade-offs in the genetic control of functional and nutritional quality traits in UK winter wheat Fradgley, N. Gardner, K.A. Kerton, M. Swarbreck, S.M. Bentley, A.R. AGRICULTURAL SCIENCES AND BIOTECHNOLOGY WHEAT GENETIC CONTROL NUTRITIVE VALUE QUANTITATIVE TRAIT LOCI 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. 420–433 2022-04-27T00:10:17Z 2022-04-27T00:10:17Z 2022 Article Published Version https://hdl.handle.net/10883/22053 10.1038/s41437-022-00503-7 English Nutrition, health & food security Accelerated Breeding Genetic Innovation Biotechnology and Biological Sciences Research Council (BBSRC) CGIAR Trust Fund https://hdl.handle.net/10568/130127 CIMMYT manages Intellectual Assets as International Public Goods. The user is free to download, print, store and share this work. In case you want to translate or create any other derivative work and share or distribute such translation/derivative work, please contact CIMMYT-Knowledge-Center@cgiar.org indicating the work you want to use and the kind of use you intend; CIMMYT will contact you with the suitable license for that purpose Open Access United Kingdom United Kingdom Springer Nature 128 0018-067X Heredity
institution CIMMYT
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country México
countrycode MX
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databasecode dig-cimmyt
tag biblioteca
region America del Norte
libraryname CIMMYT Library
language English
topic AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
WHEAT
GENETIC CONTROL
NUTRITIVE VALUE
QUANTITATIVE TRAIT LOCI
AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
WHEAT
GENETIC CONTROL
NUTRITIVE VALUE
QUANTITATIVE TRAIT LOCI
spellingShingle AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
WHEAT
GENETIC CONTROL
NUTRITIVE VALUE
QUANTITATIVE TRAIT LOCI
AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
WHEAT
GENETIC CONTROL
NUTRITIVE VALUE
QUANTITATIVE TRAIT LOCI
Fradgley, N.
Gardner, K.A.
Kerton, M.
Swarbreck, S.M.
Bentley, A.R.
Trade-offs in the genetic control of functional and nutritional quality traits in UK winter wheat
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 Article
topic_facet AGRICULTURAL SCIENCES AND BIOTECHNOLOGY
WHEAT
GENETIC CONTROL
NUTRITIVE VALUE
QUANTITATIVE TRAIT LOCI
author Fradgley, N.
Gardner, K.A.
Kerton, M.
Swarbreck, S.M.
Bentley, A.R.
author_facet Fradgley, N.
Gardner, K.A.
Kerton, M.
Swarbreck, S.M.
Bentley, A.R.
author_sort Fradgley, N.
title 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_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_sort trade-offs in the genetic control of functional and nutritional quality traits in uk winter wheat
publisher Springer Nature
publishDate 2022
url https://hdl.handle.net/10883/22053
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