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Combined transcriptomic and metabolomic analyses elucidate key salt-responsive biomarkers to regulate salt tolerance in cotton

BACKGROUND: Cotton is an important industrial crop and a pioneer crop for saline-alkali land restoration. However, the molecular mechanism underlying the cotton response to salt is not completely understood. METHODS: Here, we used metabolome data and transcriptome data to analyze the salt tolerance...

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Autores principales: Han, Mingge, Cui, Ruifeng, Wang, Delong, Huang, Hui, Rui, Cun, Malik, Waqar Afzal, Wang, Jing, Zhang, Hong, Xu, Nan, Liu, Xiaoyu, Lei, Yuqian, Jiang, Tiantian, Sun, Liangqing, Ni, Kesong, Fan, Yapeng, Zhang, Yuexin, Wang, Junjuan, Chen, Xiugui, Lu, Xuke, Yin, Zujun, Wang, Shuai, Guo, Lixue, Zhao, Lanjie, Chen, Chao, Ye, Wuwei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10170727/
https://www.ncbi.nlm.nih.gov/pubmed/37161359
http://dx.doi.org/10.1186/s12870-023-04258-z
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author Han, Mingge
Cui, Ruifeng
Wang, Delong
Huang, Hui
Rui, Cun
Malik, Waqar Afzal
Wang, Jing
Zhang, Hong
Xu, Nan
Liu, Xiaoyu
Lei, Yuqian
Jiang, Tiantian
Sun, Liangqing
Ni, Kesong
Fan, Yapeng
Zhang, Yuexin
Wang, Junjuan
Chen, Xiugui
Lu, Xuke
Yin, Zujun
Wang, Shuai
Guo, Lixue
Zhao, Lanjie
Chen, Chao
Ye, Wuwei
author_facet Han, Mingge
Cui, Ruifeng
Wang, Delong
Huang, Hui
Rui, Cun
Malik, Waqar Afzal
Wang, Jing
Zhang, Hong
Xu, Nan
Liu, Xiaoyu
Lei, Yuqian
Jiang, Tiantian
Sun, Liangqing
Ni, Kesong
Fan, Yapeng
Zhang, Yuexin
Wang, Junjuan
Chen, Xiugui
Lu, Xuke
Yin, Zujun
Wang, Shuai
Guo, Lixue
Zhao, Lanjie
Chen, Chao
Ye, Wuwei
author_sort Han, Mingge
collection PubMed
description BACKGROUND: Cotton is an important industrial crop and a pioneer crop for saline-alkali land restoration. However, the molecular mechanism underlying the cotton response to salt is not completely understood. METHODS: Here, we used metabolome data and transcriptome data to analyze the salt tolerance regulatory network of cotton and metabolic biomarkers. RESULTS: In this study, cotton was stressed at 400 m M NaCl for 0 h, 3 h, 24 h and 48 h. NaCl interfered with cotton gene expression, altered metabolite contents and affected plant growth. Metabolome analysis showed that NaCl stress increased the contents of amino acids, sugars and ABA, decreased the amount of vitamin and terpenoids. K-means cluster analysis of differentially expressed genes showed that the continuously up-regulated genes were mainly enriched in metabolic pathways such as flavonoid biosynthesis and amino acid biosynthesis. CONCLUSION: The four metabolites of cysteine (Cys), ABA(Abscisic acid), turanose, and isopentenyladenine-7-N-glucoside (IP7G) were consistently up-regulated under salt stress, which may indicate that they are potential candidates for cotton under salt stress biomarkers. Combined transcriptome and metabolome analysis revealed accumulation of cysteine, ABA, isopentenyladenine-7-N-glucoside and turanose were important for salt tolerance in cotton mechanism. These results will provide some metabolic insights and key metabolite biomarkers for salt stress tolerance, which may help to understanding of the metabolite response to salt stress in cotton and develop a foundation for cotton to grow better in saline soil. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12870-023-04258-z
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spelling pubmed-101707272023-05-11 Combined transcriptomic and metabolomic analyses elucidate key salt-responsive biomarkers to regulate salt tolerance in cotton Han, Mingge Cui, Ruifeng Wang, Delong Huang, Hui Rui, Cun Malik, Waqar Afzal Wang, Jing Zhang, Hong Xu, Nan Liu, Xiaoyu Lei, Yuqian Jiang, Tiantian Sun, Liangqing Ni, Kesong Fan, Yapeng Zhang, Yuexin Wang, Junjuan Chen, Xiugui Lu, Xuke Yin, Zujun Wang, Shuai Guo, Lixue Zhao, Lanjie Chen, Chao Ye, Wuwei BMC Plant Biol Research BACKGROUND: Cotton is an important industrial crop and a pioneer crop for saline-alkali land restoration. However, the molecular mechanism underlying the cotton response to salt is not completely understood. METHODS: Here, we used metabolome data and transcriptome data to analyze the salt tolerance regulatory network of cotton and metabolic biomarkers. RESULTS: In this study, cotton was stressed at 400 m M NaCl for 0 h, 3 h, 24 h and 48 h. NaCl interfered with cotton gene expression, altered metabolite contents and affected plant growth. Metabolome analysis showed that NaCl stress increased the contents of amino acids, sugars and ABA, decreased the amount of vitamin and terpenoids. K-means cluster analysis of differentially expressed genes showed that the continuously up-regulated genes were mainly enriched in metabolic pathways such as flavonoid biosynthesis and amino acid biosynthesis. CONCLUSION: The four metabolites of cysteine (Cys), ABA(Abscisic acid), turanose, and isopentenyladenine-7-N-glucoside (IP7G) were consistently up-regulated under salt stress, which may indicate that they are potential candidates for cotton under salt stress biomarkers. Combined transcriptome and metabolome analysis revealed accumulation of cysteine, ABA, isopentenyladenine-7-N-glucoside and turanose were important for salt tolerance in cotton mechanism. These results will provide some metabolic insights and key metabolite biomarkers for salt stress tolerance, which may help to understanding of the metabolite response to salt stress in cotton and develop a foundation for cotton to grow better in saline soil. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12870-023-04258-z BioMed Central 2023-05-10 /pmc/articles/PMC10170727/ /pubmed/37161359 http://dx.doi.org/10.1186/s12870-023-04258-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Han, Mingge
Cui, Ruifeng
Wang, Delong
Huang, Hui
Rui, Cun
Malik, Waqar Afzal
Wang, Jing
Zhang, Hong
Xu, Nan
Liu, Xiaoyu
Lei, Yuqian
Jiang, Tiantian
Sun, Liangqing
Ni, Kesong
Fan, Yapeng
Zhang, Yuexin
Wang, Junjuan
Chen, Xiugui
Lu, Xuke
Yin, Zujun
Wang, Shuai
Guo, Lixue
Zhao, Lanjie
Chen, Chao
Ye, Wuwei
Combined transcriptomic and metabolomic analyses elucidate key salt-responsive biomarkers to regulate salt tolerance in cotton
title Combined transcriptomic and metabolomic analyses elucidate key salt-responsive biomarkers to regulate salt tolerance in cotton
title_full Combined transcriptomic and metabolomic analyses elucidate key salt-responsive biomarkers to regulate salt tolerance in cotton
title_fullStr Combined transcriptomic and metabolomic analyses elucidate key salt-responsive biomarkers to regulate salt tolerance in cotton
title_full_unstemmed Combined transcriptomic and metabolomic analyses elucidate key salt-responsive biomarkers to regulate salt tolerance in cotton
title_short Combined transcriptomic and metabolomic analyses elucidate key salt-responsive biomarkers to regulate salt tolerance in cotton
title_sort combined transcriptomic and metabolomic analyses elucidate key salt-responsive biomarkers to regulate salt tolerance in cotton
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10170727/
https://www.ncbi.nlm.nih.gov/pubmed/37161359
http://dx.doi.org/10.1186/s12870-023-04258-z
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