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Comprehensive screening of low nitrogen tolerant maize based on multiple traits at the seedling stage

BACKGROUND: Plants tolerant to low nitrogen are a quantitative trait affected by many factors, and the different parameters were used for stress-tolerant plant screening in different investigations. But there is no agreement on the use of these indicators. Therefore, a method that can integrate diff...

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Autores principales: Miao, Jianjia, Shi, Fei, Li, Wei, Zhong, Ming, Li, Cong, Chen, Shuisen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9586120/
https://www.ncbi.nlm.nih.gov/pubmed/36275463
http://dx.doi.org/10.7717/peerj.14218
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author Miao, Jianjia
Shi, Fei
Li, Wei
Zhong, Ming
Li, Cong
Chen, Shuisen
author_facet Miao, Jianjia
Shi, Fei
Li, Wei
Zhong, Ming
Li, Cong
Chen, Shuisen
author_sort Miao, Jianjia
collection PubMed
description BACKGROUND: Plants tolerant to low nitrogen are a quantitative trait affected by many factors, and the different parameters were used for stress-tolerant plant screening in different investigations. But there is no agreement on the use of these indicators. Therefore, a method that can integrate different parameters to evaluate stress tolerance is urgently needed. METHODS: Six maize genotypes were subject to low nitrogen stress for twenty days. Then seventeen traits of the six maize genotypes related to nitrogen were investigated. Nitrogen tolerance coefficient (NTC) was calculated as low nitrogen traits to high nitrogen traits. Then principal component analysis was conducted based on the NTC. Based on fuzzy mathematics theory, a D value (decimal comprehensive evaluation value) was introduced to evaluate maize tolerant to low nitrogen. RESULTS: Three maize (SY998, GEMS42-I and GEMS42-II) with the higher D value have better growth and higher nitrogen accumulation under low nitrogen conditions. In contrast, Ji846 with the lowest D value has the lowest nitrogen accumulation and biomass in response to nitrogen limitation. These results indicated that the D value could help to screen low nitrogen tolerant maize, given that the D value was positively correlated with low nitrogen tolerance in maize seedlings. CONCLUSIONS: The present study introduced the D value to evaluate stress tolerance. The higher the D value, the greater tolerance of maize to low nitrogen stress. This method may reduce the complexity of the investigated traits and enhance the accuracy of stress-tolerant evaluation. In addition, this method not only can screen potentially tolerant germplasm for low-nitrogen tolerance quickly, but also can comprise the correlated traits as many as possible to avoid the one-sidedness of a single parameter.
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spelling pubmed-95861202022-10-22 Comprehensive screening of low nitrogen tolerant maize based on multiple traits at the seedling stage Miao, Jianjia Shi, Fei Li, Wei Zhong, Ming Li, Cong Chen, Shuisen PeerJ Agricultural Science BACKGROUND: Plants tolerant to low nitrogen are a quantitative trait affected by many factors, and the different parameters were used for stress-tolerant plant screening in different investigations. But there is no agreement on the use of these indicators. Therefore, a method that can integrate different parameters to evaluate stress tolerance is urgently needed. METHODS: Six maize genotypes were subject to low nitrogen stress for twenty days. Then seventeen traits of the six maize genotypes related to nitrogen were investigated. Nitrogen tolerance coefficient (NTC) was calculated as low nitrogen traits to high nitrogen traits. Then principal component analysis was conducted based on the NTC. Based on fuzzy mathematics theory, a D value (decimal comprehensive evaluation value) was introduced to evaluate maize tolerant to low nitrogen. RESULTS: Three maize (SY998, GEMS42-I and GEMS42-II) with the higher D value have better growth and higher nitrogen accumulation under low nitrogen conditions. In contrast, Ji846 with the lowest D value has the lowest nitrogen accumulation and biomass in response to nitrogen limitation. These results indicated that the D value could help to screen low nitrogen tolerant maize, given that the D value was positively correlated with low nitrogen tolerance in maize seedlings. CONCLUSIONS: The present study introduced the D value to evaluate stress tolerance. The higher the D value, the greater tolerance of maize to low nitrogen stress. This method may reduce the complexity of the investigated traits and enhance the accuracy of stress-tolerant evaluation. In addition, this method not only can screen potentially tolerant germplasm for low-nitrogen tolerance quickly, but also can comprise the correlated traits as many as possible to avoid the one-sidedness of a single parameter. PeerJ Inc. 2022-10-18 /pmc/articles/PMC9586120/ /pubmed/36275463 http://dx.doi.org/10.7717/peerj.14218 Text en ©2022 Miao et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.
spellingShingle Agricultural Science
Miao, Jianjia
Shi, Fei
Li, Wei
Zhong, Ming
Li, Cong
Chen, Shuisen
Comprehensive screening of low nitrogen tolerant maize based on multiple traits at the seedling stage
title Comprehensive screening of low nitrogen tolerant maize based on multiple traits at the seedling stage
title_full Comprehensive screening of low nitrogen tolerant maize based on multiple traits at the seedling stage
title_fullStr Comprehensive screening of low nitrogen tolerant maize based on multiple traits at the seedling stage
title_full_unstemmed Comprehensive screening of low nitrogen tolerant maize based on multiple traits at the seedling stage
title_short Comprehensive screening of low nitrogen tolerant maize based on multiple traits at the seedling stage
title_sort comprehensive screening of low nitrogen tolerant maize based on multiple traits at the seedling stage
topic Agricultural Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9586120/
https://www.ncbi.nlm.nih.gov/pubmed/36275463
http://dx.doi.org/10.7717/peerj.14218
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