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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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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