Evidence map›Paper›PMID 39748309›Full record

ArticleBMC plant biology2025

Exploration of key genes and pathways in response to submergence stress in red clover (Trifolium pratense L.) by WGCNA.

Panpan Shang, Lei Bi, Wenwen Li, Xiaoli Zhou, Yanlong Feng, Jiahai Wu, Bing Zeng

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Article in BMC plant biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

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4 · The record

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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

7 authors.

Panpan ShangCollege of Animal Science and Technology, Southwest University, Chongqing, China.
Lei BiCollege of Animal Science and Technology, Southwest University, Chongqing, China.
Wenwen LiCollege of Animal Science and Technology, Southwest University, Chongqing, China.
Xiaoli ZhouCollege of Animal Science and Technology, Southwest University, Chongqing, China.
Yanlong FengCollege of Animal Science and Technology, Southwest University, Chongqing, China.
Jiahai WuGuizhou Academy of Agricultural Sciences, Guizhou, China. 1848266168@qq.com.
Bing ZengCollege of Animal Science and Technology, Southwest University, Chongqing, China. zbin78@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSubmergence stress is a prevalent abiotic stress affecting plant growth and development and can restrict plant cultivation in areas prone to flooding. Research on plant submergence stress tolerance has been essential in managing plant production under excessive rainfall. Red clover (Trifolium pratense L.), a high-quality legume forage, exhibits low tolerance to submergence, and long-term submergence can lead to root rot and death.

resultsThis study assessed the microstructure, physiological indicators, and the key genes and metabolic pathways under submergence stress in the root system of red clover HL(Hong Long) and ZY(Zi You) varieties under submergence stress at 0 h, 8 h, 24 h, 3 d, and 5 d. Based on 7740 transcripts identified in the leaves at 0 h, 8 h, and 24 h submergence stress, Weighted Gene Co-expression Network Analysis (WGCNA) was performed on the differentially expressed genes (DEGs) at 8 h and 24 h. Functional annotation of the DEGs in the four key modules was obtained. Based on the results, the red clover root system exhibited epidermal cell rupture, enlargement and rupture of cortical thin-walled cells, thickening of the mid-column, and a significant increase in the number of air cavities and air cavity area of aeration tissue with the prolongation of submergence stress. The malondialdehyde content, relative conductivity, peroxidase, and superoxide dismutase initially increased and decreased as submergence stress duration increased. Four specific modules (cyan, purple, light cyan, and ivory) closely correlated with each stress were identified by WGCNA. The 14 obtained Hub genes were functionally annotated, among which six genes, including gene51878, gene11315, and gene11848, were involved in glyoxylate and dicarboxylic acid metabolism, carbon fixation in photosynthetic organisms, carbon metabolism, biosynthesis of pantothenic acid and CoA, flavonoid biosynthesis.

conclusionIn this study, using WGCNA, the molecular response mechanisms of red clover to submergence stress was proposed, and the core genes and metabolic pathways in response to submergence stress were obtained, providing a valuable data resource at the physiological and molecular levels for subsequent studies of submergence stress tolerance in plants.

Indexed as

Gene Expression Regulation, PlantStress, PhysiologicalTrifoliumFloodsGene Expression ProfilingGene Regulatory NetworksGenes, PlantPlant LeavesPlant RootsMicrostructureMorphological structurePhysiological indexSubmergence stressTrifolium pratenseWGCNA

Identifiers

PMID39748309
PMCPMC11697040

What Socratic holds

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LicenceCC BY-NC-ND
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Registered trials

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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 Socratic graph.