Evidence map›Paper›PMID 41742014›Full record

ArticleBMC plant biology2026

Integrated transcriptome and metabolome analysis reveals the molecular mechanisms of drought response in Setaria italica during the booting stage.

Meihong Huang, Jiujun Du, Yu Zhao, Jihan Cui, Min Zhang, Fengyan Cao, Jingxin Wang, Cheng Chu, Shunguo Li, Xueyan Xia

Abstract read
In one paragraph

Article in BMC plant biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

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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

10 authors.

Meihong Huang *Institute of Millet Crops, Hebei Academy of Agriculture and Forestry Sciences/Key Laboratory of Genetic Improvement and Utilization for Featured Coarse Cereals (Co-Construction by Ministry and Province), Ministry of Agriculture and Rural Affairs/The Key Research Laboratory of Minor Cereal Crops of Hebei Province, Shijiazhuang, 050035, China.
Jiujun Du *Institute of Millet Crops, Hebei Academy of Agriculture and Forestry Sciences/Key Laboratory of Genetic Improvement and Utilization for Featured Coarse Cereals (Co-Construction by Ministry and Province), Ministry of Agriculture and Rural Affairs/The Key Research Laboratory of Minor Cereal Crops of Hebei Province, Shijiazhuang, 050035, China.
Yu ZhaoInstitute of Millet Crops, Hebei Academy of Agriculture and Forestry Sciences/Key Laboratory of Genetic Improvement and Utilization for Featured Coarse Cereals (Co-Construction by Ministry and Province), Ministry of Agriculture and Rural Affairs/The Key Research Laboratory of Minor Cereal Crops of Hebei Province, Shijiazhuang, 050035, China.
Jihan CuiInstitute of Millet Crops, Hebei Academy of Agriculture and Forestry Sciences/Key Laboratory of Genetic Improvement and Utilization for Featured Coarse Cereals (Co-Construction by Ministry and Province), Ministry of Agriculture and Rural Affairs/The Key Research Laboratory of Minor Cereal Crops of Hebei Province, Shijiazhuang, 050035, China.
Min ZhangInstitute of Millet Crops, Hebei Academy of Agriculture and Forestry Sciences/Key Laboratory of Genetic Improvement and Utilization for Featured Coarse Cereals (Co-Construction by Ministry and Province), Ministry of Agriculture and Rural Affairs/The Key Research Laboratory of Minor Cereal Crops of Hebei Province, Shijiazhuang, 050035, China.
Fengyan CaoInstitute of Millet Crops, Hebei Academy of Agriculture and Forestry Sciences/Key Laboratory of Genetic Improvement and Utilization for Featured Coarse Cereals (Co-Construction by Ministry and Province), Ministry of Agriculture and Rural Affairs/The Key Research Laboratory of Minor Cereal Crops of Hebei Province, Shijiazhuang, 050035, China.
Jingxin WangInstitute of Millet Crops, Hebei Academy of Agriculture and Forestry Sciences/Key Laboratory of Genetic Improvement and Utilization for Featured Coarse Cereals (Co-Construction by Ministry and Province), Ministry of Agriculture and Rural Affairs/The Key Research Laboratory of Minor Cereal Crops of Hebei Province, Shijiazhuang, 050035, China.
Cheng ChuInstitute of Millet Crops, Hebei Academy of Agriculture and Forestry Sciences/Key Laboratory of Genetic Improvement and Utilization for Featured Coarse Cereals (Co-Construction by Ministry and Province), Ministry of Agriculture and Rural Affairs/The Key Research Laboratory of Minor Cereal Crops of Hebei Province, Shijiazhuang, 050035, China.
Shunguo LiInstitute of Millet Crops, Hebei Academy of Agriculture and Forestry Sciences/Key Laboratory of Genetic Improvement and Utilization for Featured Coarse Cereals (Co-Construction by Ministry and Province), Ministry of Agriculture and Rural Affairs/The Key Research Laboratory of Minor Cereal Crops of Hebei Province, Shijiazhuang, 050035, China. lishunguo76@163.com.
Xueyan XiaInstitute of Millet Crops, Hebei Academy of Agriculture and Forestry Sciences/Key Laboratory of Genetic Improvement and Utilization for Featured Coarse Cereals (Co-Construction by Ministry and Province), Ministry of Agriculture and Rural Affairs/The Key Research Laboratory of Minor Cereal Crops of Hebei Province, Shijiazhuang, 050035, China. xyxia7808@126.com.

Funding

This study was supported by the China Agricultural Research System CARS-06-14.5-A23
6 · The paper itself

Abstract

backgroundDrought is one of the most severe and prevalent abiotic stresses affecting crop production. Foxtail millet (Setaria italica), an important cereal crop in the Poaceae family, is considered an ideal crop for future sustainable agriculture due to its remarkable drought tolerance, water-use efficiency (WUE), and strong adaptability to poor soils. The booting stage is widely acknowledged as a pivotal developmental phase in foxtail millet, and this consensus has been well established in existing research. However, the molecular mechanisms underlying the drought response of foxtail millet during this critical stage remain poorly elucidated. In the present study, we employed an integrated approach combining transcriptomic and metabolomic sequencing to identify the core regulatory mechanisms and key genes governing the drought stress response in foxtail millet at the booting stage.

resultsIn this study, phenotypic variations, gene expression profiles, and metabolite accumulation patterns in foxtail millet were determined following drought treatments at different growth stages. Among these stages, drought stress imposed at the booting stage resulted in the most severe yield reduction of 34.94%, accompanied by the identification of 566 differentially expressed genes (DEGs) - the highest number across all tested stages. These findings indicated that the booting stage was the most vulnerable period to drought stress during foxtail millet growth. Furthermore, analyses of photosynthetic parameters and yield-related traits revealed that drought stress at the booting stage significantly inhibited photosynthetic capacity, which may represent a critical factor contributing to the yield decline observed in foxtail millet subjected to drought stress during the booting stage. Multi-omics integration analysis identified three core responsive pathways: phenylpropanoid biosynthesis, photosynthetic carbon fixation, and glyoxylate and dicarboxylate metabolism. Based on these findings, we constructed a drought resistance regulatory network model for the booting stage, revealing significant expression changes GAPA, ALDO, tktA, glpx, PRK, RPE, rbcS, maeB, GLUL, and gcvT. At the metabolic level, we observed significant accumulation of metabolites such as sinapyl alcohol, aconitic acid, citric acid, isocitric acid, and mesaconic acid, while the contents of methyl isoeugenol, eugenol, p-coumaric acid, chlorogenic acid, sedoheptulose, aspartic acid, and malic acid were markedly reduced. Most notably, this study revealed that downregulation of gcvT expression may restrict ammonia (NH

conclusionsThis study laid the foundation for preliminary exploration of the molecular mechanisms underlying drought stress response during the booting stage in foxtail millet. Furthermore, these findings had identified valuable key candidate genes that may contribute to the breeding of high-yield and drought-resistant foxtail millet varieties.

Indexed as

MetabolomeSetaria PlantTranscriptomeDrought ResistanceDroughtsGene Expression ProfilingGene Expression Regulation, PlantStress, PhysiologicalDroughtPhotosynthetic parametersSetaria italicaTranscription-metabolism analysis

Identifiers

PMID41742014
PMCPMC13040915

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