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Combined Analysis of the Metabolome and Transcriptome to Explore Heat Stress Responses and Adaptation Mechanisms in Celery (Apium graveolens L.)

Celery is an important leafy vegetable that can grow during the cool season and does not tolerate high temperatures. Heat stress is widely acknowledged as one of the main abiotic stresses affecting the growth and yield of celery. The morphological and physiological indices of celery were investigate...

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Autores principales: Li, Mengyao, Li, Jie, Zhang, Ran, Lin, Yuanxiu, Xiong, Aisheng, Tan, Guofei, Luo, Ya, Zhang, Yong, Chen, Qing, Wang, Yan, Zhang, Yunting, Wang, Xiaorong, Tang, Haoru
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8950972/
https://www.ncbi.nlm.nih.gov/pubmed/35328788
http://dx.doi.org/10.3390/ijms23063367
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author Li, Mengyao
Li, Jie
Zhang, Ran
Lin, Yuanxiu
Xiong, Aisheng
Tan, Guofei
Luo, Ya
Zhang, Yong
Chen, Qing
Wang, Yan
Zhang, Yunting
Wang, Xiaorong
Tang, Haoru
author_facet Li, Mengyao
Li, Jie
Zhang, Ran
Lin, Yuanxiu
Xiong, Aisheng
Tan, Guofei
Luo, Ya
Zhang, Yong
Chen, Qing
Wang, Yan
Zhang, Yunting
Wang, Xiaorong
Tang, Haoru
author_sort Li, Mengyao
collection PubMed
description Celery is an important leafy vegetable that can grow during the cool season and does not tolerate high temperatures. Heat stress is widely acknowledged as one of the main abiotic stresses affecting the growth and yield of celery. The morphological and physiological indices of celery were investigated in the present study to explore the physiological mechanisms in response to high temperatures. Results showed that the antioxidant enzyme activity, proline, relative conductivity, and malondialdehyde were increased, while chlorophyll and the water content of leaves decreased under high-temperature conditions. Short-term heat treatment increased the stomatal conductance to cool off the leaves by transpiration; however, long-term heat treatment led to stomatal closure to prevent leaf dehydration. In addition, high temperature caused a disordered arrangement of palisade tissue and a loose arrangement of spongy tissue in celery leaves. Combined metabolomic and transcriptomic analyses were further used to reveal the regulatory mechanisms in response to heat stress at the molecular level in celery. A total of 1003 differential metabolites were identified and significantly enriched in amino acid metabolism and the tricarboxilic acid (TCA) cycle. Transcriptome sequencing detected 24,264 different genes, including multiple transcription factor families such as HSF, WRKY, MYB, AP2, bZIP, and bHLH family members that were significantly upregulated in response to heat stress, suggesting that these genes were involved in the response to heat stress. In addition, transcriptional and metabolic pathway analyses showed that heat stress inhibited the glycolysis pathway and delayed the TCA cycle but increased the expression of most amino acid synthesis pathways such as proline, arginine, and serine, consistent with the results of physiological indicators. qRT-PCR further showed that the expression pattern was similar to the expression abundance in the transcriptome. The important metabolites and genes in celery that significantly contributed to the response to high temperatures were identified in the present study, which provided the theoretical basis for breeding heat-resistant celery.
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spelling pubmed-89509722022-03-26 Combined Analysis of the Metabolome and Transcriptome to Explore Heat Stress Responses and Adaptation Mechanisms in Celery (Apium graveolens L.) Li, Mengyao Li, Jie Zhang, Ran Lin, Yuanxiu Xiong, Aisheng Tan, Guofei Luo, Ya Zhang, Yong Chen, Qing Wang, Yan Zhang, Yunting Wang, Xiaorong Tang, Haoru Int J Mol Sci Article Celery is an important leafy vegetable that can grow during the cool season and does not tolerate high temperatures. Heat stress is widely acknowledged as one of the main abiotic stresses affecting the growth and yield of celery. The morphological and physiological indices of celery were investigated in the present study to explore the physiological mechanisms in response to high temperatures. Results showed that the antioxidant enzyme activity, proline, relative conductivity, and malondialdehyde were increased, while chlorophyll and the water content of leaves decreased under high-temperature conditions. Short-term heat treatment increased the stomatal conductance to cool off the leaves by transpiration; however, long-term heat treatment led to stomatal closure to prevent leaf dehydration. In addition, high temperature caused a disordered arrangement of palisade tissue and a loose arrangement of spongy tissue in celery leaves. Combined metabolomic and transcriptomic analyses were further used to reveal the regulatory mechanisms in response to heat stress at the molecular level in celery. A total of 1003 differential metabolites were identified and significantly enriched in amino acid metabolism and the tricarboxilic acid (TCA) cycle. Transcriptome sequencing detected 24,264 different genes, including multiple transcription factor families such as HSF, WRKY, MYB, AP2, bZIP, and bHLH family members that were significantly upregulated in response to heat stress, suggesting that these genes were involved in the response to heat stress. In addition, transcriptional and metabolic pathway analyses showed that heat stress inhibited the glycolysis pathway and delayed the TCA cycle but increased the expression of most amino acid synthesis pathways such as proline, arginine, and serine, consistent with the results of physiological indicators. qRT-PCR further showed that the expression pattern was similar to the expression abundance in the transcriptome. The important metabolites and genes in celery that significantly contributed to the response to high temperatures were identified in the present study, which provided the theoretical basis for breeding heat-resistant celery. MDPI 2022-03-20 /pmc/articles/PMC8950972/ /pubmed/35328788 http://dx.doi.org/10.3390/ijms23063367 Text en © 2022 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
Li, Mengyao
Li, Jie
Zhang, Ran
Lin, Yuanxiu
Xiong, Aisheng
Tan, Guofei
Luo, Ya
Zhang, Yong
Chen, Qing
Wang, Yan
Zhang, Yunting
Wang, Xiaorong
Tang, Haoru
Combined Analysis of the Metabolome and Transcriptome to Explore Heat Stress Responses and Adaptation Mechanisms in Celery (Apium graveolens L.)
title Combined Analysis of the Metabolome and Transcriptome to Explore Heat Stress Responses and Adaptation Mechanisms in Celery (Apium graveolens L.)
title_full Combined Analysis of the Metabolome and Transcriptome to Explore Heat Stress Responses and Adaptation Mechanisms in Celery (Apium graveolens L.)
title_fullStr Combined Analysis of the Metabolome and Transcriptome to Explore Heat Stress Responses and Adaptation Mechanisms in Celery (Apium graveolens L.)
title_full_unstemmed Combined Analysis of the Metabolome and Transcriptome to Explore Heat Stress Responses and Adaptation Mechanisms in Celery (Apium graveolens L.)
title_short Combined Analysis of the Metabolome and Transcriptome to Explore Heat Stress Responses and Adaptation Mechanisms in Celery (Apium graveolens L.)
title_sort combined analysis of the metabolome and transcriptome to explore heat stress responses and adaptation mechanisms in celery (apium graveolens l.)
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8950972/
https://www.ncbi.nlm.nih.gov/pubmed/35328788
http://dx.doi.org/10.3390/ijms23063367
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