QTL Mapping for Grain Zinc and Iron Concentrations in Bread Wheat

Deficiency of micronutrient elements, such as zinc (Zn) and iron (Fe), is called “hidden hunger,” and bio-fortification is the most effective way to overcome the problem. In this study, a high-density Affymetrix 50K single-nucleotide polymorphism (SNP) array was used to map quantitative trait loci (...

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Main Authors: Yue Wang, Xiaoting Xu, Yuanfeng Hao, Yelun Zhang, Yuping Liu, Zongjun Pu, Yubing Tian, Dengan Xu, Xianchun Xia, Zhonghu He, Yong Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Nutrition
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnut.2021.680391/full
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spelling doaj-77eacdbf8a0242e197db647a6319f5222021-06-09T04:27:08ZengFrontiers Media S.A.Frontiers in Nutrition2296-861X2021-06-01810.3389/fnut.2021.680391680391QTL Mapping for Grain Zinc and Iron Concentrations in Bread WheatYue Wang0Xiaoting Xu1Yuanfeng Hao2Yelun Zhang3Yuping Liu4Zongjun Pu5Yubing Tian6Dengan Xu7Xianchun Xia8Zhonghu He9Zhonghu He10Yong Zhang11National Wheat Improvement Centre, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, ChinaNational Wheat Improvement Centre, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, ChinaNational Wheat Improvement Centre, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, ChinaHebei Laboratory of Crop Genetics and Breeding, Institute of Cereal and Oil Crops, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, ChinaHebei Laboratory of Crop Genetics and Breeding, Institute of Cereal and Oil Crops, Hebei Academy of Agricultural and Forestry Sciences, Shijiazhuang, ChinaInstitute of Crop Sciences, Sichuan Academy of Agricultural Sciences, Chengdu, ChinaNational Wheat Improvement Centre, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, ChinaNational Wheat Improvement Centre, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, ChinaNational Wheat Improvement Centre, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, ChinaNational Wheat Improvement Centre, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, ChinaInternational Maize and Wheat Improvement Center (CIMMYT) China Office, Chinese Academy of Agricultural Sciences, Beijing, ChinaNational Wheat Improvement Centre, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, ChinaDeficiency of micronutrient elements, such as zinc (Zn) and iron (Fe), is called “hidden hunger,” and bio-fortification is the most effective way to overcome the problem. In this study, a high-density Affymetrix 50K single-nucleotide polymorphism (SNP) array was used to map quantitative trait loci (QTL) for grain Zn (GZn) and grain Fe (GFe) concentrations in 254 recombinant inbred lines (RILs) from a cross Jingdong 8/Bainong AK58 in nine environments. There was a wide range of variation in GZn and GFe concentrations among the RILs, with the largest effect contributed by the line × environment interaction, followed by line and environmental effects. The broad sense heritabilities of GZn and GFe were 0.36 ± 0.03 and 0.39 ± 0.03, respectively. Seven QTL for GZn on chromosomes 1DS, 2AS, 3BS, 4DS, 6AS, 6DL, and 7BL accounted for 2.2–25.1% of the phenotypic variances, and four QTL for GFe on chromosomes 3BL, 4DS, 6AS, and 7BL explained 2.3–30.4% of the phenotypic variances. QTL on chromosomes 4DS, 6AS, and 7BL might have pleiotropic effects on both GZn and GFe that were validated on a germplasm panel. Closely linked SNP markers were converted to high-throughput KASP markers, providing valuable tools for selection of improved Zn and Fe bio-fortification in breeding.https://www.frontiersin.org/articles/10.3389/fnut.2021.680391/fullTriticum aestivummineral biofortificationquantitative trait locus50K SNP arrayKASP marker
collection DOAJ
language English
format Article
sources DOAJ
author Yue Wang
Xiaoting Xu
Yuanfeng Hao
Yelun Zhang
Yuping Liu
Zongjun Pu
Yubing Tian
Dengan Xu
Xianchun Xia
Zhonghu He
Zhonghu He
Yong Zhang
spellingShingle Yue Wang
Xiaoting Xu
Yuanfeng Hao
Yelun Zhang
Yuping Liu
Zongjun Pu
Yubing Tian
Dengan Xu
Xianchun Xia
Zhonghu He
Zhonghu He
Yong Zhang
QTL Mapping for Grain Zinc and Iron Concentrations in Bread Wheat
Frontiers in Nutrition
Triticum aestivum
mineral biofortification
quantitative trait locus
50K SNP array
KASP marker
author_facet Yue Wang
Xiaoting Xu
Yuanfeng Hao
Yelun Zhang
Yuping Liu
Zongjun Pu
Yubing Tian
Dengan Xu
Xianchun Xia
Zhonghu He
Zhonghu He
Yong Zhang
author_sort Yue Wang
title QTL Mapping for Grain Zinc and Iron Concentrations in Bread Wheat
title_short QTL Mapping for Grain Zinc and Iron Concentrations in Bread Wheat
title_full QTL Mapping for Grain Zinc and Iron Concentrations in Bread Wheat
title_fullStr QTL Mapping for Grain Zinc and Iron Concentrations in Bread Wheat
title_full_unstemmed QTL Mapping for Grain Zinc and Iron Concentrations in Bread Wheat
title_sort qtl mapping for grain zinc and iron concentrations in bread wheat
publisher Frontiers Media S.A.
series Frontiers in Nutrition
issn 2296-861X
publishDate 2021-06-01
description Deficiency of micronutrient elements, such as zinc (Zn) and iron (Fe), is called “hidden hunger,” and bio-fortification is the most effective way to overcome the problem. In this study, a high-density Affymetrix 50K single-nucleotide polymorphism (SNP) array was used to map quantitative trait loci (QTL) for grain Zn (GZn) and grain Fe (GFe) concentrations in 254 recombinant inbred lines (RILs) from a cross Jingdong 8/Bainong AK58 in nine environments. There was a wide range of variation in GZn and GFe concentrations among the RILs, with the largest effect contributed by the line × environment interaction, followed by line and environmental effects. The broad sense heritabilities of GZn and GFe were 0.36 ± 0.03 and 0.39 ± 0.03, respectively. Seven QTL for GZn on chromosomes 1DS, 2AS, 3BS, 4DS, 6AS, 6DL, and 7BL accounted for 2.2–25.1% of the phenotypic variances, and four QTL for GFe on chromosomes 3BL, 4DS, 6AS, and 7BL explained 2.3–30.4% of the phenotypic variances. QTL on chromosomes 4DS, 6AS, and 7BL might have pleiotropic effects on both GZn and GFe that were validated on a germplasm panel. Closely linked SNP markers were converted to high-throughput KASP markers, providing valuable tools for selection of improved Zn and Fe bio-fortification in breeding.
topic Triticum aestivum
mineral biofortification
quantitative trait locus
50K SNP array
KASP marker
url https://www.frontiersin.org/articles/10.3389/fnut.2021.680391/full
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