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Molecular dissection of maize seedling salt tolerance using a genome‐wide association analysis method

Salt stress is a major devastating abiotic factor that affects the yield and quality of maize. However, knowledge of the molecular mechanisms of the responses to salt stress in maize is limited. To elucidate the genetic basis of salt tolerance traits, a genome‐wide association study was performed on...

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Autores principales: Luo, Meijie, Zhang, Yunxia, Li, Jingna, Zhang, Panpan, Chen, Kuan, Song, Wei, Wang, Xiaqing, Yang, Jinxiao, Lu, Xiaoduo, Lu, Baishan, Zhao, Yanxin, Zhao, Jiuran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8486251/
https://www.ncbi.nlm.nih.gov/pubmed/33934485
http://dx.doi.org/10.1111/pbi.13607
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author Luo, Meijie
Zhang, Yunxia
Li, Jingna
Zhang, Panpan
Chen, Kuan
Song, Wei
Wang, Xiaqing
Yang, Jinxiao
Lu, Xiaoduo
Lu, Baishan
Zhao, Yanxin
Zhao, Jiuran
author_facet Luo, Meijie
Zhang, Yunxia
Li, Jingna
Zhang, Panpan
Chen, Kuan
Song, Wei
Wang, Xiaqing
Yang, Jinxiao
Lu, Xiaoduo
Lu, Baishan
Zhao, Yanxin
Zhao, Jiuran
author_sort Luo, Meijie
collection PubMed
description Salt stress is a major devastating abiotic factor that affects the yield and quality of maize. However, knowledge of the molecular mechanisms of the responses to salt stress in maize is limited. To elucidate the genetic basis of salt tolerance traits, a genome‐wide association study was performed on 348 maize inbred lines under normal and salt stress conditions using 557 894 single nucleotide polymorphisms (SNPs). The phenotypic data for 27 traits revealed coefficients of variation of >25%. In total, 149 significant SNPs explaining 6.6%–11.2% of the phenotypic variation for each SNP were identified. Of the 104 identified quantitative trait loci (QTLs), 83 were related to salt tolerance and 21 to normal traits. Additionally, 13 QTLs were associated with two to five traits. Eleven and six QTLs controlling salt tolerance traits and normal root growth, respectively, co‐localized with QTL intervals reported previously. Based on functional annotations, 13 candidate genes were predicted. Expression levels analysis of 12 candidate genes revealed that they were all responsive to salt stress. The CRISPR/Cas9 technology targeting three sites was applied in maize, and its editing efficiency reached 70%. By comparing the biomass of three CRISPR/Cas9 mutants of ZmCLCg and one zmpmp3 EMS mutant with their wild‐type plants under salt stress, the salt tolerance function of candidate genes ZmCLCg and ZmPMP3 were confirmed. Chloride content analysis revealed that ZmCLCg regulated chloride transport under sodium chloride stress. These results help to explain genetic variations in salt tolerance and provide novel loci for generating salt‐tolerant maize lines.
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spelling pubmed-84862512021-10-07 Molecular dissection of maize seedling salt tolerance using a genome‐wide association analysis method Luo, Meijie Zhang, Yunxia Li, Jingna Zhang, Panpan Chen, Kuan Song, Wei Wang, Xiaqing Yang, Jinxiao Lu, Xiaoduo Lu, Baishan Zhao, Yanxin Zhao, Jiuran Plant Biotechnol J Research Articles Salt stress is a major devastating abiotic factor that affects the yield and quality of maize. However, knowledge of the molecular mechanisms of the responses to salt stress in maize is limited. To elucidate the genetic basis of salt tolerance traits, a genome‐wide association study was performed on 348 maize inbred lines under normal and salt stress conditions using 557 894 single nucleotide polymorphisms (SNPs). The phenotypic data for 27 traits revealed coefficients of variation of >25%. In total, 149 significant SNPs explaining 6.6%–11.2% of the phenotypic variation for each SNP were identified. Of the 104 identified quantitative trait loci (QTLs), 83 were related to salt tolerance and 21 to normal traits. Additionally, 13 QTLs were associated with two to five traits. Eleven and six QTLs controlling salt tolerance traits and normal root growth, respectively, co‐localized with QTL intervals reported previously. Based on functional annotations, 13 candidate genes were predicted. Expression levels analysis of 12 candidate genes revealed that they were all responsive to salt stress. The CRISPR/Cas9 technology targeting three sites was applied in maize, and its editing efficiency reached 70%. By comparing the biomass of three CRISPR/Cas9 mutants of ZmCLCg and one zmpmp3 EMS mutant with their wild‐type plants under salt stress, the salt tolerance function of candidate genes ZmCLCg and ZmPMP3 were confirmed. Chloride content analysis revealed that ZmCLCg regulated chloride transport under sodium chloride stress. These results help to explain genetic variations in salt tolerance and provide novel loci for generating salt‐tolerant maize lines. John Wiley and Sons Inc. 2021-05-02 2021-10 /pmc/articles/PMC8486251/ /pubmed/33934485 http://dx.doi.org/10.1111/pbi.13607 Text en © 2021 The Authors. Plant Biotechnology Journal published by Society for Experimental Biology and The Association of Applied Biologists and John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Luo, Meijie
Zhang, Yunxia
Li, Jingna
Zhang, Panpan
Chen, Kuan
Song, Wei
Wang, Xiaqing
Yang, Jinxiao
Lu, Xiaoduo
Lu, Baishan
Zhao, Yanxin
Zhao, Jiuran
Molecular dissection of maize seedling salt tolerance using a genome‐wide association analysis method
title Molecular dissection of maize seedling salt tolerance using a genome‐wide association analysis method
title_full Molecular dissection of maize seedling salt tolerance using a genome‐wide association analysis method
title_fullStr Molecular dissection of maize seedling salt tolerance using a genome‐wide association analysis method
title_full_unstemmed Molecular dissection of maize seedling salt tolerance using a genome‐wide association analysis method
title_short Molecular dissection of maize seedling salt tolerance using a genome‐wide association analysis method
title_sort molecular dissection of maize seedling salt tolerance using a genome‐wide association analysis method
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8486251/
https://www.ncbi.nlm.nih.gov/pubmed/33934485
http://dx.doi.org/10.1111/pbi.13607
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