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Genome-wide association study for grain zinc concentration in bread wheat (Triticum aestivum L.)

INTRODUCTION: Zinc (Zn) deficiency causes serious diseases in people who rely on cereals as their main food source. However, the grain zinc concentration (GZnC) in wheat is low. Biofortification is a sustainable strategy for reducing human Zn deficiency. METHODS: In this study, we constructed a popu...

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Autores principales: Ma, Jianhui, Ye, Miaomiao, Liu, Qianqian, Yuan, Meng, Zhang, Daijing, Li, Chunxi, Zeng, Qingdong, Wu, Jianhui, Han, Dejun, Jiang, Lina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10106671/
https://www.ncbi.nlm.nih.gov/pubmed/37077637
http://dx.doi.org/10.3389/fpls.2023.1169858
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author Ma, Jianhui
Ye, Miaomiao
Liu, Qianqian
Yuan, Meng
Zhang, Daijing
Li, Chunxi
Zeng, Qingdong
Wu, Jianhui
Han, Dejun
Jiang, Lina
author_facet Ma, Jianhui
Ye, Miaomiao
Liu, Qianqian
Yuan, Meng
Zhang, Daijing
Li, Chunxi
Zeng, Qingdong
Wu, Jianhui
Han, Dejun
Jiang, Lina
author_sort Ma, Jianhui
collection PubMed
description INTRODUCTION: Zinc (Zn) deficiency causes serious diseases in people who rely on cereals as their main food source. However, the grain zinc concentration (GZnC) in wheat is low. Biofortification is a sustainable strategy for reducing human Zn deficiency. METHODS: In this study, we constructed a population of 382 wheat accessions and determined their GZnC in three field environments. Phenotype data was used for a genome-wide association study (GWAS) using a 660K single nucleotide polymorphism (SNP) array, and haplotype analysis identified an important candidate gene for GZnC. RESULTS: We found that GZnC of the wheat accessions showed an increasing trend with their released years, indicating that the dominant allele of GZnC was not lost during the breeding process. Nine stable quantitative trait loci (QTLs) for GZnC were identified on chromosomes 3A, 4A, 5B, 6D, and 7A. And an important candidate gene for GZnC, namely, TraesCS6D01G234600, and GZnC between the haplotypes of this gene showed, significant difference (P ≤ 0.05) in three environments. DISCUSSION: A novel QTL was first identified on chromosome 6D, this finding enriches our understanding of the genetic basis of GZnC in wheat. This study provides new insights into valuable markers and candidate genes for wheat biofortification to improve GZnC.
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spelling pubmed-101066712023-04-18 Genome-wide association study for grain zinc concentration in bread wheat (Triticum aestivum L.) Ma, Jianhui Ye, Miaomiao Liu, Qianqian Yuan, Meng Zhang, Daijing Li, Chunxi Zeng, Qingdong Wu, Jianhui Han, Dejun Jiang, Lina Front Plant Sci Plant Science INTRODUCTION: Zinc (Zn) deficiency causes serious diseases in people who rely on cereals as their main food source. However, the grain zinc concentration (GZnC) in wheat is low. Biofortification is a sustainable strategy for reducing human Zn deficiency. METHODS: In this study, we constructed a population of 382 wheat accessions and determined their GZnC in three field environments. Phenotype data was used for a genome-wide association study (GWAS) using a 660K single nucleotide polymorphism (SNP) array, and haplotype analysis identified an important candidate gene for GZnC. RESULTS: We found that GZnC of the wheat accessions showed an increasing trend with their released years, indicating that the dominant allele of GZnC was not lost during the breeding process. Nine stable quantitative trait loci (QTLs) for GZnC were identified on chromosomes 3A, 4A, 5B, 6D, and 7A. And an important candidate gene for GZnC, namely, TraesCS6D01G234600, and GZnC between the haplotypes of this gene showed, significant difference (P ≤ 0.05) in three environments. DISCUSSION: A novel QTL was first identified on chromosome 6D, this finding enriches our understanding of the genetic basis of GZnC in wheat. This study provides new insights into valuable markers and candidate genes for wheat biofortification to improve GZnC. Frontiers Media S.A. 2023-04-03 /pmc/articles/PMC10106671/ /pubmed/37077637 http://dx.doi.org/10.3389/fpls.2023.1169858 Text en Copyright © 2023 Ma, Ye, Liu, Yuan, Zhang, Li, Zeng, Wu, Han and Jiang https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Plant Science
Ma, Jianhui
Ye, Miaomiao
Liu, Qianqian
Yuan, Meng
Zhang, Daijing
Li, Chunxi
Zeng, Qingdong
Wu, Jianhui
Han, Dejun
Jiang, Lina
Genome-wide association study for grain zinc concentration in bread wheat (Triticum aestivum L.)
title Genome-wide association study for grain zinc concentration in bread wheat (Triticum aestivum L.)
title_full Genome-wide association study for grain zinc concentration in bread wheat (Triticum aestivum L.)
title_fullStr Genome-wide association study for grain zinc concentration in bread wheat (Triticum aestivum L.)
title_full_unstemmed Genome-wide association study for grain zinc concentration in bread wheat (Triticum aestivum L.)
title_short Genome-wide association study for grain zinc concentration in bread wheat (Triticum aestivum L.)
title_sort genome-wide association study for grain zinc concentration in bread wheat (triticum aestivum l.)
topic Plant Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10106671/
https://www.ncbi.nlm.nih.gov/pubmed/37077637
http://dx.doi.org/10.3389/fpls.2023.1169858
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