Cargando…

Integrated transcriptomics and metabolomics analysis to characterize cold stress responses in Nicotiana tabacum

BACKGROUND: CB-1 and K326 are closely related tobacco cultivars; however, their cold tolerance capacities are different. K326 is much more cold tolerant than CB-1. RESULTS: We studied the transcriptomes and metabolomes of CB-1 and K326 leaf samples treated with cold stress. Totally, we have identifi...

Descripción completa

Detalles Bibliográficos
Autores principales: Jin, Jingjing, Zhang, Hui, Zhang, Jianfeng, Liu, Pingping, Chen, Xia, Li, Zefeng, Xu, Yalong, Lu, Peng, Cao, Peijian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5492280/
https://www.ncbi.nlm.nih.gov/pubmed/28662642
http://dx.doi.org/10.1186/s12864-017-3871-7
_version_ 1783247295473516544
author Jin, Jingjing
Zhang, Hui
Zhang, Jianfeng
Liu, Pingping
Chen, Xia
Li, Zefeng
Xu, Yalong
Lu, Peng
Cao, Peijian
author_facet Jin, Jingjing
Zhang, Hui
Zhang, Jianfeng
Liu, Pingping
Chen, Xia
Li, Zefeng
Xu, Yalong
Lu, Peng
Cao, Peijian
author_sort Jin, Jingjing
collection PubMed
description BACKGROUND: CB-1 and K326 are closely related tobacco cultivars; however, their cold tolerance capacities are different. K326 is much more cold tolerant than CB-1. RESULTS: We studied the transcriptomes and metabolomes of CB-1 and K326 leaf samples treated with cold stress. Totally, we have identified 14,590 differentially expressed genes (DEGs) in CB-1 and 14,605 DEGs in K326; there was also 200 differentially expressed metabolites in CB-1 and 194 in K326. Moreover, there were many overlapping genes (around 50%) that were cold-responsive in both plant cultivars, although there were also many differences in the cold responsive genes between the two cultivars. Importantly, for most of the overlapping cold responsive genes, the extent of the changes in expression were typically much more pronounced in K326 than in CB-1, which may help explain the superior cold tolerance of K326. Similar results were found in the metabolome analysis, particularly with the analysis of primary metabolites, including amino acids, organic acids, and sugars. The large number of specific responsive genes and metabolites highlight the complex regulatory mechanisms associated with cold stress in tobacco. In addition, our work implies that the energy metabolism and hormones may function distinctly between CB-1 and K326. CONCLUSIONS: Differences in gene expression and metabolite levels following cold stress treatment seem likely to have contributed to the observed difference in the cold tolerance phenotype of these two tobacco cultivars. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-017-3871-7) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-5492280
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-54922802017-06-30 Integrated transcriptomics and metabolomics analysis to characterize cold stress responses in Nicotiana tabacum Jin, Jingjing Zhang, Hui Zhang, Jianfeng Liu, Pingping Chen, Xia Li, Zefeng Xu, Yalong Lu, Peng Cao, Peijian BMC Genomics Research Article BACKGROUND: CB-1 and K326 are closely related tobacco cultivars; however, their cold tolerance capacities are different. K326 is much more cold tolerant than CB-1. RESULTS: We studied the transcriptomes and metabolomes of CB-1 and K326 leaf samples treated with cold stress. Totally, we have identified 14,590 differentially expressed genes (DEGs) in CB-1 and 14,605 DEGs in K326; there was also 200 differentially expressed metabolites in CB-1 and 194 in K326. Moreover, there were many overlapping genes (around 50%) that were cold-responsive in both plant cultivars, although there were also many differences in the cold responsive genes between the two cultivars. Importantly, for most of the overlapping cold responsive genes, the extent of the changes in expression were typically much more pronounced in K326 than in CB-1, which may help explain the superior cold tolerance of K326. Similar results were found in the metabolome analysis, particularly with the analysis of primary metabolites, including amino acids, organic acids, and sugars. The large number of specific responsive genes and metabolites highlight the complex regulatory mechanisms associated with cold stress in tobacco. In addition, our work implies that the energy metabolism and hormones may function distinctly between CB-1 and K326. CONCLUSIONS: Differences in gene expression and metabolite levels following cold stress treatment seem likely to have contributed to the observed difference in the cold tolerance phenotype of these two tobacco cultivars. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-017-3871-7) contains supplementary material, which is available to authorized users. BioMed Central 2017-06-29 /pmc/articles/PMC5492280/ /pubmed/28662642 http://dx.doi.org/10.1186/s12864-017-3871-7 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Jin, Jingjing
Zhang, Hui
Zhang, Jianfeng
Liu, Pingping
Chen, Xia
Li, Zefeng
Xu, Yalong
Lu, Peng
Cao, Peijian
Integrated transcriptomics and metabolomics analysis to characterize cold stress responses in Nicotiana tabacum
title Integrated transcriptomics and metabolomics analysis to characterize cold stress responses in Nicotiana tabacum
title_full Integrated transcriptomics and metabolomics analysis to characterize cold stress responses in Nicotiana tabacum
title_fullStr Integrated transcriptomics and metabolomics analysis to characterize cold stress responses in Nicotiana tabacum
title_full_unstemmed Integrated transcriptomics and metabolomics analysis to characterize cold stress responses in Nicotiana tabacum
title_short Integrated transcriptomics and metabolomics analysis to characterize cold stress responses in Nicotiana tabacum
title_sort integrated transcriptomics and metabolomics analysis to characterize cold stress responses in nicotiana tabacum
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5492280/
https://www.ncbi.nlm.nih.gov/pubmed/28662642
http://dx.doi.org/10.1186/s12864-017-3871-7
work_keys_str_mv AT jinjingjing integratedtranscriptomicsandmetabolomicsanalysistocharacterizecoldstressresponsesinnicotianatabacum
AT zhanghui integratedtranscriptomicsandmetabolomicsanalysistocharacterizecoldstressresponsesinnicotianatabacum
AT zhangjianfeng integratedtranscriptomicsandmetabolomicsanalysistocharacterizecoldstressresponsesinnicotianatabacum
AT liupingping integratedtranscriptomicsandmetabolomicsanalysistocharacterizecoldstressresponsesinnicotianatabacum
AT chenxia integratedtranscriptomicsandmetabolomicsanalysistocharacterizecoldstressresponsesinnicotianatabacum
AT lizefeng integratedtranscriptomicsandmetabolomicsanalysistocharacterizecoldstressresponsesinnicotianatabacum
AT xuyalong integratedtranscriptomicsandmetabolomicsanalysistocharacterizecoldstressresponsesinnicotianatabacum
AT lupeng integratedtranscriptomicsandmetabolomicsanalysistocharacterizecoldstressresponsesinnicotianatabacum
AT caopeijian integratedtranscriptomicsandmetabolomicsanalysistocharacterizecoldstressresponsesinnicotianatabacum