Evidence map›Paper›PMID 35328788›Full record

ArticleInternational journal of molecular sciences2022

Combined Analysis of the Metabolome and Transcriptome to Explore Heat Stress Responses and Adaptation Mechanisms in Celery (

Mengyao Li, Jie Li, Ran Zhang, Yuanxiu Lin, Aisheng Xiong, Guofei Tan, Ya Luo, Yong Zhang, Qing Chen, Yan Wang and 3 more

Open access · goldAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed
7.6field-weighted citation impact, top 3% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

21 citing papers in PubMed, 41 citations in OpenAlex.

  1. Article
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  11. Prolonged heat stress inFrontiers in plant science · 2025
    Article
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  13. Review
  14. Article
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  18. Review
  19. Comprehensive analysis of HSF genes from celery (Frontiers in plant science · 2023
    Article
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors at 3 institutions in 1 country.

Mengyao LiCollege of Horticulture, Sichuan Agricultural University, Chengdu 611130, China.ORCID 0000-0002-3199-9465
Jie LiCollege of Horticulture, Sichuan Agricultural University, Chengdu 611130, China.
Ran ZhangCollege of Horticulture, Sichuan Agricultural University, Chengdu 611130, China.
Yuanxiu LinCollege of Horticulture, Sichuan Agricultural University, Chengdu 611130, China.ORCID 0000-0002-6542-7836
Aisheng XiongCollege of Horticulture, Nanjing Agricultural University, Nanjing 210095, China.ORCID 0000-0002-7900-5001
Guofei TanInstitute of Horticulture, Guizhou Academy of Agricultural Sciences, Guiyang 550006, China.
Ya LuoCollege of Horticulture, Sichuan Agricultural University, Chengdu 611130, China.
Yong ZhangCollege of Horticulture, Sichuan Agricultural University, Chengdu 611130, China.ORCID 0000-0002-2281-4481
Qing ChenCollege of Horticulture, Sichuan Agricultural University, Chengdu 611130, China.
Yan WangCollege of Horticulture, Sichuan Agricultural University, Chengdu 611130, China.
Yunting ZhangCollege of Horticulture, Sichuan Agricultural University, Chengdu 611130, China.
Xiaorong WangCollege of Horticulture, Sichuan Agricultural University, Chengdu 611130, China.ORCID 0000-0002-9332-9571
Haoru TangCollege of Horticulture, Sichuan Agricultural University, Chengdu 611130, China.ORCID 0000-0001-6008-2747
Sichuan Agricultural University · CNGuizhou Academy of Agricultural Sciences · CNNanjing Agricultural University · CN

Funding

National Natural Science Foundation of China 32002027Scientific and technological innovation of Guizhou Academy of Agricultural Sciences No. 2022-07
6 · The paper itself

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.

Indexed as

ApiumAmino AcidsGene Expression Regulation, PlantHeat-Shock ResponseMetabolomePlant BreedingPlant LeavesProlineStress, PhysiologicalTranscriptomeVegetablesAmino AcidsProlinecelerygene expression levelgenetic associationsheat stressleaf morphological traitsmetabolic pathwaysphysiological mechanisms

Identifiers

PMID35328788
PMCPMC8950972
OpenAlexW4221023438

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.