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QTL Mapping and a Transcriptome Integrative Analysis Uncover the Candidate Genes That Control the Cold Tolerance of Maize Introgression Lines at the Seedling Stage
Chilling injury owing to low temperatures severely affects the growth and development of maize (Zea mays.L) seedlings during the early and late spring seasons. The existing maize germplasm is deficient in the resources required to improve maize’s ability to tolerate cold injury. Therefore, it is cru...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9917090/ https://www.ncbi.nlm.nih.gov/pubmed/36768951 http://dx.doi.org/10.3390/ijms24032629 |
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author | He, Ru-yu Yang, Tao Zheng, Jun-jun Pan, Ze-yang Chen, Yu Zhou, Yang Li, Xiao-feng Li, Ying-zheng Iqbal, Muhammad-Zafar Yang, Chun-yan He, Jian-mei Rong, Ting-zhao Tang, Qi-lin |
author_facet | He, Ru-yu Yang, Tao Zheng, Jun-jun Pan, Ze-yang Chen, Yu Zhou, Yang Li, Xiao-feng Li, Ying-zheng Iqbal, Muhammad-Zafar Yang, Chun-yan He, Jian-mei Rong, Ting-zhao Tang, Qi-lin |
author_sort | He, Ru-yu |
collection | PubMed |
description | Chilling injury owing to low temperatures severely affects the growth and development of maize (Zea mays.L) seedlings during the early and late spring seasons. The existing maize germplasm is deficient in the resources required to improve maize’s ability to tolerate cold injury. Therefore, it is crucial to introduce and identify excellent gene/QTLs that confer cold tolerance to maize for sustainable crop production. Wild relatives of maize, such as Z. perennis and Tripsacum dactyloides, are strongly tolerant to cold and can be used to improve the cold tolerance of maize. In a previous study, a genetic bridge among maize that utilized Z. perennis and T. dactyloides was created and used to obtain a highly cold-tolerant maize introgression line (MIL)-IB030 by backcross breeding. In this study, two candidate genes that control relative electrical conductivity were located on MIL-IB030 by forward genetics combined with a weighted gene co-expression network analysis. The results of the phenotypic, genotypic, gene expression, and functional verification suggest that two candidate genes positively regulate cold tolerance in MIL-IB030 and could be used to improve the cold tolerance of cultivated maize. This study provides a workable route to introduce and mine excellent genes/QTLs to improve the cold tolerance of maize and also lays a theoretical and practical foundation to improve cultivated maize against low-temperature stress. |
format | Online Article Text |
id | pubmed-9917090 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-99170902023-02-11 QTL Mapping and a Transcriptome Integrative Analysis Uncover the Candidate Genes That Control the Cold Tolerance of Maize Introgression Lines at the Seedling Stage He, Ru-yu Yang, Tao Zheng, Jun-jun Pan, Ze-yang Chen, Yu Zhou, Yang Li, Xiao-feng Li, Ying-zheng Iqbal, Muhammad-Zafar Yang, Chun-yan He, Jian-mei Rong, Ting-zhao Tang, Qi-lin Int J Mol Sci Article Chilling injury owing to low temperatures severely affects the growth and development of maize (Zea mays.L) seedlings during the early and late spring seasons. The existing maize germplasm is deficient in the resources required to improve maize’s ability to tolerate cold injury. Therefore, it is crucial to introduce and identify excellent gene/QTLs that confer cold tolerance to maize for sustainable crop production. Wild relatives of maize, such as Z. perennis and Tripsacum dactyloides, are strongly tolerant to cold and can be used to improve the cold tolerance of maize. In a previous study, a genetic bridge among maize that utilized Z. perennis and T. dactyloides was created and used to obtain a highly cold-tolerant maize introgression line (MIL)-IB030 by backcross breeding. In this study, two candidate genes that control relative electrical conductivity were located on MIL-IB030 by forward genetics combined with a weighted gene co-expression network analysis. The results of the phenotypic, genotypic, gene expression, and functional verification suggest that two candidate genes positively regulate cold tolerance in MIL-IB030 and could be used to improve the cold tolerance of cultivated maize. This study provides a workable route to introduce and mine excellent genes/QTLs to improve the cold tolerance of maize and also lays a theoretical and practical foundation to improve cultivated maize against low-temperature stress. MDPI 2023-01-30 /pmc/articles/PMC9917090/ /pubmed/36768951 http://dx.doi.org/10.3390/ijms24032629 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article He, Ru-yu Yang, Tao Zheng, Jun-jun Pan, Ze-yang Chen, Yu Zhou, Yang Li, Xiao-feng Li, Ying-zheng Iqbal, Muhammad-Zafar Yang, Chun-yan He, Jian-mei Rong, Ting-zhao Tang, Qi-lin QTL Mapping and a Transcriptome Integrative Analysis Uncover the Candidate Genes That Control the Cold Tolerance of Maize Introgression Lines at the Seedling Stage |
title | QTL Mapping and a Transcriptome Integrative Analysis Uncover the Candidate Genes That Control the Cold Tolerance of Maize Introgression Lines at the Seedling Stage |
title_full | QTL Mapping and a Transcriptome Integrative Analysis Uncover the Candidate Genes That Control the Cold Tolerance of Maize Introgression Lines at the Seedling Stage |
title_fullStr | QTL Mapping and a Transcriptome Integrative Analysis Uncover the Candidate Genes That Control the Cold Tolerance of Maize Introgression Lines at the Seedling Stage |
title_full_unstemmed | QTL Mapping and a Transcriptome Integrative Analysis Uncover the Candidate Genes That Control the Cold Tolerance of Maize Introgression Lines at the Seedling Stage |
title_short | QTL Mapping and a Transcriptome Integrative Analysis Uncover the Candidate Genes That Control the Cold Tolerance of Maize Introgression Lines at the Seedling Stage |
title_sort | qtl mapping and a transcriptome integrative analysis uncover the candidate genes that control the cold tolerance of maize introgression lines at the seedling stage |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9917090/ https://www.ncbi.nlm.nih.gov/pubmed/36768951 http://dx.doi.org/10.3390/ijms24032629 |
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