Cargando…
Integrated Metabolomic and Transcriptomic Analysis Reveals That Amino Acid Biosynthesis May Determine Differences in Cold-Tolerant and Cold-Sensitive Tea Cultivars
Cold stress is one of the major abiotic stresses limiting tea production. The planting of cold-resistant tea cultivars is one of the most effective measures to prevent chilling injury. However, the differences in cold resistance between tea cultivars remain unclear. In the present study, we perform...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9916234/ https://www.ncbi.nlm.nih.gov/pubmed/36768228 http://dx.doi.org/10.3390/ijms24031907 |
_version_ | 1784886077283106816 |
---|---|
author | Cheng, Yaohua Ban, Qiuyan Mao, Junlin Lin, Mengling Zhu, Xiangxiang Xia, Yuhui Cao, Xiaojie Zhang, Xianchen Li, Yeyun |
author_facet | Cheng, Yaohua Ban, Qiuyan Mao, Junlin Lin, Mengling Zhu, Xiangxiang Xia, Yuhui Cao, Xiaojie Zhang, Xianchen Li, Yeyun |
author_sort | Cheng, Yaohua |
collection | PubMed |
description | Cold stress is one of the major abiotic stresses limiting tea production. The planting of cold-resistant tea cultivars is one of the most effective measures to prevent chilling injury. However, the differences in cold resistance between tea cultivars remain unclear. In the present study, we perform a transcriptomic and metabolomic profiling of Camellia sinensis var. “Shuchazao” (cold-tolerant, SCZ) and C. sinensis var. assamica “Yinghong 9” (cold-sensitive, YH9) during cold acclimation and analyze the correlation between gene expression and metabolite biosynthesis. Our results show that there were 51 differentially accumulated metabolites only up-regulated in SCZ in cold–acclimation (CA) and de–acclimation (DA) stages, of which amino acids accounted for 18%. The accumulation of L-arginine and lysine in SCZ in the CA stage was higher than that in YH9. A comparative transcriptomic analysis showed an enrichment of the amino acid biosynthesis pathway in SCZ in the CA stage, especially “arginine biosynthesis” pathways. In combining transcriptomic and metabolomic analyses, it was found that genes and metabolites associated with amino acid biosynthesis were significantly enriched in the CA stage of SCZ compared to CA stage of YH9. Under cold stress, arginine may improve the cold resistance of tea plants by activating the polyamine synthesis pathway and CBF (C-repeat-binding factor)–COR (cold-regulated genes) regulation pathway. Our results show that amino acid biosynthesis may play a positive regulatory role in the cold resistance of tea plants and assist in understanding the cold resistance mechanism differences among tea varieties. |
format | Online Article Text |
id | pubmed-9916234 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-99162342023-02-11 Integrated Metabolomic and Transcriptomic Analysis Reveals That Amino Acid Biosynthesis May Determine Differences in Cold-Tolerant and Cold-Sensitive Tea Cultivars Cheng, Yaohua Ban, Qiuyan Mao, Junlin Lin, Mengling Zhu, Xiangxiang Xia, Yuhui Cao, Xiaojie Zhang, Xianchen Li, Yeyun Int J Mol Sci Article Cold stress is one of the major abiotic stresses limiting tea production. The planting of cold-resistant tea cultivars is one of the most effective measures to prevent chilling injury. However, the differences in cold resistance between tea cultivars remain unclear. In the present study, we perform a transcriptomic and metabolomic profiling of Camellia sinensis var. “Shuchazao” (cold-tolerant, SCZ) and C. sinensis var. assamica “Yinghong 9” (cold-sensitive, YH9) during cold acclimation and analyze the correlation between gene expression and metabolite biosynthesis. Our results show that there were 51 differentially accumulated metabolites only up-regulated in SCZ in cold–acclimation (CA) and de–acclimation (DA) stages, of which amino acids accounted for 18%. The accumulation of L-arginine and lysine in SCZ in the CA stage was higher than that in YH9. A comparative transcriptomic analysis showed an enrichment of the amino acid biosynthesis pathway in SCZ in the CA stage, especially “arginine biosynthesis” pathways. In combining transcriptomic and metabolomic analyses, it was found that genes and metabolites associated with amino acid biosynthesis were significantly enriched in the CA stage of SCZ compared to CA stage of YH9. Under cold stress, arginine may improve the cold resistance of tea plants by activating the polyamine synthesis pathway and CBF (C-repeat-binding factor)–COR (cold-regulated genes) regulation pathway. Our results show that amino acid biosynthesis may play a positive regulatory role in the cold resistance of tea plants and assist in understanding the cold resistance mechanism differences among tea varieties. MDPI 2023-01-18 /pmc/articles/PMC9916234/ /pubmed/36768228 http://dx.doi.org/10.3390/ijms24031907 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 Cheng, Yaohua Ban, Qiuyan Mao, Junlin Lin, Mengling Zhu, Xiangxiang Xia, Yuhui Cao, Xiaojie Zhang, Xianchen Li, Yeyun Integrated Metabolomic and Transcriptomic Analysis Reveals That Amino Acid Biosynthesis May Determine Differences in Cold-Tolerant and Cold-Sensitive Tea Cultivars |
title | Integrated Metabolomic and Transcriptomic Analysis Reveals That Amino Acid Biosynthesis May Determine Differences in Cold-Tolerant and Cold-Sensitive Tea Cultivars |
title_full | Integrated Metabolomic and Transcriptomic Analysis Reveals That Amino Acid Biosynthesis May Determine Differences in Cold-Tolerant and Cold-Sensitive Tea Cultivars |
title_fullStr | Integrated Metabolomic and Transcriptomic Analysis Reveals That Amino Acid Biosynthesis May Determine Differences in Cold-Tolerant and Cold-Sensitive Tea Cultivars |
title_full_unstemmed | Integrated Metabolomic and Transcriptomic Analysis Reveals That Amino Acid Biosynthesis May Determine Differences in Cold-Tolerant and Cold-Sensitive Tea Cultivars |
title_short | Integrated Metabolomic and Transcriptomic Analysis Reveals That Amino Acid Biosynthesis May Determine Differences in Cold-Tolerant and Cold-Sensitive Tea Cultivars |
title_sort | integrated metabolomic and transcriptomic analysis reveals that amino acid biosynthesis may determine differences in cold-tolerant and cold-sensitive tea cultivars |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9916234/ https://www.ncbi.nlm.nih.gov/pubmed/36768228 http://dx.doi.org/10.3390/ijms24031907 |
work_keys_str_mv | AT chengyaohua integratedmetabolomicandtranscriptomicanalysisrevealsthataminoacidbiosynthesismaydeterminedifferencesincoldtolerantandcoldsensitiveteacultivars AT banqiuyan integratedmetabolomicandtranscriptomicanalysisrevealsthataminoacidbiosynthesismaydeterminedifferencesincoldtolerantandcoldsensitiveteacultivars AT maojunlin integratedmetabolomicandtranscriptomicanalysisrevealsthataminoacidbiosynthesismaydeterminedifferencesincoldtolerantandcoldsensitiveteacultivars AT linmengling integratedmetabolomicandtranscriptomicanalysisrevealsthataminoacidbiosynthesismaydeterminedifferencesincoldtolerantandcoldsensitiveteacultivars AT zhuxiangxiang integratedmetabolomicandtranscriptomicanalysisrevealsthataminoacidbiosynthesismaydeterminedifferencesincoldtolerantandcoldsensitiveteacultivars AT xiayuhui integratedmetabolomicandtranscriptomicanalysisrevealsthataminoacidbiosynthesismaydeterminedifferencesincoldtolerantandcoldsensitiveteacultivars AT caoxiaojie integratedmetabolomicandtranscriptomicanalysisrevealsthataminoacidbiosynthesismaydeterminedifferencesincoldtolerantandcoldsensitiveteacultivars AT zhangxianchen integratedmetabolomicandtranscriptomicanalysisrevealsthataminoacidbiosynthesismaydeterminedifferencesincoldtolerantandcoldsensitiveteacultivars AT liyeyun integratedmetabolomicandtranscriptomicanalysisrevealsthataminoacidbiosynthesismaydeterminedifferencesincoldtolerantandcoldsensitiveteacultivars |