Genome-wide association analysis identifies loci governing mercury accumulation in maize

Abstract Owing to the rapid development of urbanisation and industrialisation, heavy metal pollution has become a widespread environmental problem. Maize planted on mercury (Hg)-polluted soil can absorb and accumulate Hg in its edible parts, posing a potential threat to human health. To understand t...

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Main Authors: Zhan Zhao, Zhongjun Fu, Yanan Lin, Hao Chen, Kun liu, Xiaolong Xing, Zonghua Liu, Weihua Li, Jihua Tang
Format: Article
Language:English
Published: Nature Publishing Group 2017-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-017-00189-6
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spelling doaj-213a846a5a874da48cee899d83c27efc2020-12-08T02:00:33ZengNature Publishing GroupScientific Reports2045-23222017-03-017111110.1038/s41598-017-00189-6Genome-wide association analysis identifies loci governing mercury accumulation in maizeZhan Zhao0Zhongjun Fu1Yanan Lin2Hao Chen3Kun liu4Xiaolong Xing5Zonghua Liu6Weihua Li7Jihua Tang8Key Laboratory of Wheat and Maize Crops Science, Collaborative Innovation Center of Henan Grain Crops, College of Agronomy, Henan Agricultural UniversityKey Laboratory of Wheat and Maize Crops Science, Collaborative Innovation Center of Henan Grain Crops, College of Agronomy, Henan Agricultural UniversityKey Laboratory of Wheat and Maize Crops Science, Collaborative Innovation Center of Henan Grain Crops, College of Agronomy, Henan Agricultural UniversityKey Laboratory of Wheat and Maize Crops Science, Collaborative Innovation Center of Henan Grain Crops, College of Agronomy, Henan Agricultural UniversityKey Laboratory of Wheat and Maize Crops Science, Collaborative Innovation Center of Henan Grain Crops, College of Agronomy, Henan Agricultural UniversityKey Laboratory of Wheat and Maize Crops Science, Collaborative Innovation Center of Henan Grain Crops, College of Agronomy, Henan Agricultural UniversityKey Laboratory of Wheat and Maize Crops Science, Collaborative Innovation Center of Henan Grain Crops, College of Agronomy, Henan Agricultural UniversityKey Laboratory of Wheat and Maize Crops Science, Collaborative Innovation Center of Henan Grain Crops, College of Agronomy, Henan Agricultural UniversityKey Laboratory of Wheat and Maize Crops Science, Collaborative Innovation Center of Henan Grain Crops, College of Agronomy, Henan Agricultural UniversityAbstract Owing to the rapid development of urbanisation and industrialisation, heavy metal pollution has become a widespread environmental problem. Maize planted on mercury (Hg)-polluted soil can absorb and accumulate Hg in its edible parts, posing a potential threat to human health. To understand the genetic mechanism of Hg accumulation in maize, we performed a genome-wide association study using a mixed linear model on an association population consisting of 230 maize inbred lines with abundant genetic variation. The order of relative Hg concentrations in different maize tissues was as follows: leaves > bracts > stems > axes > kernels. Combined two locations, a total of 37 significant single-nucleotide polymorphisms (SNPs) associated with kernels, 12 with axes, 13 with stems, 27 with bracts and 23 with leaves were detected with p < 0.0001. Each significant SNP was calculated and the SNPs significant associated with kernels, axes, stems, bracts and leaves explained 6.96%–10.56%, 7.19%–15.87%, 7.11%–10.19%, 7.16%–8.71% and 6.91%–9.17% of the phenotypic variation, respectively. Among the significant SNPs, nine co-localised with previously detected quantitative trait loci. This study will aid in the selection of Hg-accumulation inbred lines that satisfy the needs for pollution-safe cultivars and maintaining maize production.https://doi.org/10.1038/s41598-017-00189-6
collection DOAJ
language English
format Article
sources DOAJ
author Zhan Zhao
Zhongjun Fu
Yanan Lin
Hao Chen
Kun liu
Xiaolong Xing
Zonghua Liu
Weihua Li
Jihua Tang
spellingShingle Zhan Zhao
Zhongjun Fu
Yanan Lin
Hao Chen
Kun liu
Xiaolong Xing
Zonghua Liu
Weihua Li
Jihua Tang
Genome-wide association analysis identifies loci governing mercury accumulation in maize
Scientific Reports
author_facet Zhan Zhao
Zhongjun Fu
Yanan Lin
Hao Chen
Kun liu
Xiaolong Xing
Zonghua Liu
Weihua Li
Jihua Tang
author_sort Zhan Zhao
title Genome-wide association analysis identifies loci governing mercury accumulation in maize
title_short Genome-wide association analysis identifies loci governing mercury accumulation in maize
title_full Genome-wide association analysis identifies loci governing mercury accumulation in maize
title_fullStr Genome-wide association analysis identifies loci governing mercury accumulation in maize
title_full_unstemmed Genome-wide association analysis identifies loci governing mercury accumulation in maize
title_sort genome-wide association analysis identifies loci governing mercury accumulation in maize
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2017-03-01
description Abstract Owing to the rapid development of urbanisation and industrialisation, heavy metal pollution has become a widespread environmental problem. Maize planted on mercury (Hg)-polluted soil can absorb and accumulate Hg in its edible parts, posing a potential threat to human health. To understand the genetic mechanism of Hg accumulation in maize, we performed a genome-wide association study using a mixed linear model on an association population consisting of 230 maize inbred lines with abundant genetic variation. The order of relative Hg concentrations in different maize tissues was as follows: leaves > bracts > stems > axes > kernels. Combined two locations, a total of 37 significant single-nucleotide polymorphisms (SNPs) associated with kernels, 12 with axes, 13 with stems, 27 with bracts and 23 with leaves were detected with p < 0.0001. Each significant SNP was calculated and the SNPs significant associated with kernels, axes, stems, bracts and leaves explained 6.96%–10.56%, 7.19%–15.87%, 7.11%–10.19%, 7.16%–8.71% and 6.91%–9.17% of the phenotypic variation, respectively. Among the significant SNPs, nine co-localised with previously detected quantitative trait loci. This study will aid in the selection of Hg-accumulation inbred lines that satisfy the needs for pollution-safe cultivars and maintaining maize production.
url https://doi.org/10.1038/s41598-017-00189-6
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