ArticleInternational journal of molecular sciences2022
Combined Analysis of the Metabolome and Transcriptome to Explore Heat Stress Responses and Adaptation Mechanisms in Celery (
Article in International journal of molecular sciences, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
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21 citing papers in PubMed, 41 citations in OpenAlex.
- Article
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- MicroRNAs-mediated heat stress regulations in plants: Mechanisms and targets.The plant genome · 2025Review
- Physiological and transcriptomic comparisons shed light on the high-temperature stress response mechanisms of Oncidium cultivars.BMC plant biology · 2025Article
- Integrated Transcriptome and Metabolome Analysis of Mature Stage Sand Pear Fruit Response to High-Temperature Stress.Plants (Basel, Switzerland) · 2025Article
- Integrated Analysis of Volatile Metabolites in Rose Varieties: Effects of Cultivar Differences and Drying Temperatures on Flavor Profiles.Metabolites · 2025Article
- Genetic diversity analysis and conservation strategy recommendations for ex situ conservation of Cupressus chengiana.BMC plant biology · 2025Article
- Molecular Mechanisms of Gene Expression Regulation in Response to Heat Stress inPlants (Basel, Switzerland) · 2025Article
- Metabolomic and lipidomic changes in heat-stressed chickpea seeds.Frontiers in plant science · 2025Article
- Prolonged heat stress inFrontiers in plant science · 2025Article
- Investigation of heat stress responses and adaptation mechanisms by integrative metabolome and transcriptome analysis in tea plants (Camellia sinensis).Scientific reports · 2024Article
- Review
- Effects of pretreatment and freezing storage on the bioactive components and antioxidant activity of two kinds of celery after postharvest.Food chemistry: X · 2023Article
- Genome-Wide Identification of Candidate Genes Associated with Heat Stress in Mulberry (Current issues in molecular biology · 2023Article
- Integrative Transcriptomic and Metabolomic Analysis Reveals the Molecular Mechanism of Red Maple (Metabolites · 2023Article
- Integrated Analysis of microRNA and RNA-Seq Reveals Phenolic Acid Secretion Metabolism in Continuous Cropping ofPlants (Basel, Switzerland) · 2023Article
- A comprehensive review on genomic resources in medicinally and industrially important major spices for future breeding programs: Status, utility and challenges.Current research in food science · 2023Review
- Comprehensive analysis of HSF genes from celery (Frontiers in plant science · 2023Article
- Comparative Physiological and Transcriptomic Analyses of Improved Heat Stress Tolerance in Celery (International journal of molecular sciences · 2022Article
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Authors and funding
13 authors at 3 institutions in 1 country.
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Abstract
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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