Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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
_version_ 1784886286011596800
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
work_keys_str_mv AT heruyu qtlmappingandatranscriptomeintegrativeanalysisuncoverthecandidategenesthatcontrolthecoldtoleranceofmaizeintrogressionlinesattheseedlingstage
AT yangtao qtlmappingandatranscriptomeintegrativeanalysisuncoverthecandidategenesthatcontrolthecoldtoleranceofmaizeintrogressionlinesattheseedlingstage
AT zhengjunjun qtlmappingandatranscriptomeintegrativeanalysisuncoverthecandidategenesthatcontrolthecoldtoleranceofmaizeintrogressionlinesattheseedlingstage
AT panzeyang qtlmappingandatranscriptomeintegrativeanalysisuncoverthecandidategenesthatcontrolthecoldtoleranceofmaizeintrogressionlinesattheseedlingstage
AT chenyu qtlmappingandatranscriptomeintegrativeanalysisuncoverthecandidategenesthatcontrolthecoldtoleranceofmaizeintrogressionlinesattheseedlingstage
AT zhouyang qtlmappingandatranscriptomeintegrativeanalysisuncoverthecandidategenesthatcontrolthecoldtoleranceofmaizeintrogressionlinesattheseedlingstage
AT lixiaofeng qtlmappingandatranscriptomeintegrativeanalysisuncoverthecandidategenesthatcontrolthecoldtoleranceofmaizeintrogressionlinesattheseedlingstage
AT liyingzheng qtlmappingandatranscriptomeintegrativeanalysisuncoverthecandidategenesthatcontrolthecoldtoleranceofmaizeintrogressionlinesattheseedlingstage
AT iqbalmuhammadzafar qtlmappingandatranscriptomeintegrativeanalysisuncoverthecandidategenesthatcontrolthecoldtoleranceofmaizeintrogressionlinesattheseedlingstage
AT yangchunyan qtlmappingandatranscriptomeintegrativeanalysisuncoverthecandidategenesthatcontrolthecoldtoleranceofmaizeintrogressionlinesattheseedlingstage
AT hejianmei qtlmappingandatranscriptomeintegrativeanalysisuncoverthecandidategenesthatcontrolthecoldtoleranceofmaizeintrogressionlinesattheseedlingstage
AT rongtingzhao qtlmappingandatranscriptomeintegrativeanalysisuncoverthecandidategenesthatcontrolthecoldtoleranceofmaizeintrogressionlinesattheseedlingstage
AT tangqilin qtlmappingandatranscriptomeintegrativeanalysisuncoverthecandidategenesthatcontrolthecoldtoleranceofmaizeintrogressionlinesattheseedlingstage