Evidence map›Paper›PMID 41299231›Full record

ArticleBMC plant biology2025

Integration of multi-omics data and phenotyping provides insights into purple leaf sheaths color in millet seedling stage.

Min Zhang, Yu Zhao, Jiujun Du, Jihan Cui, Meihong Huang, Jingxin Wang, Lijuan Zhao, Fengyan Cao, Cheng Chu, Shunguo Li and 1 more

Abstract read
In one paragraph

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 1 paper.

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

1 citing paper in PubMed.

  1. 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

11 authors.

Min Zhang *Institute of Millet Crops, National Millet Improvement Center/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, Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang, 050035, China.
Yu Zhao *Institute of Millet Crops, National Millet Improvement Center/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, Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang, 050035, China.
Jiujun DuInstitute of Millet Crops, National Millet Improvement Center/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, Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang, 050035, China.
Jihan CuiInstitute of Millet Crops, National Millet Improvement Center/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, Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang, 050035, China.
Meihong HuangInstitute of Millet Crops, National Millet Improvement Center/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, Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang, 050035, China.
Jingxin WangInstitute of Millet Crops, National Millet Improvement Center/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, Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang, 050035, China.
Lijuan ZhaoHandan Seed Management Station, Handan, 056000, China.
Fengyan CaoInstitute of Millet Crops, National Millet Improvement Center/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, Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang, 050035, China.
Cheng ChuInstitute of Millet Crops, National Millet Improvement Center/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, Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang, 050035, China.
Shunguo LiInstitute of Millet Crops, National Millet Improvement Center/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, Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang, 050035, China. lishunguo76@163.com.
Xueyan XiaInstitute of Millet Crops, National Millet Improvement Center/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, Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang, 050035, China. xyxia7808@126.com.

Funding

China Agricultural Research System CARS-06- 14.5-A23HAAFS Basic Science and Technology Contract Project Grant No. HBNKY-BGZ-02Technical System of Foxtail Millet Industry in Hebei Province HBCT2025080101
6 · The paper itself

Abstract

backgroundThe millet, an important coarse grain crop, exhibits drought resistance, water conservation efficiency, and adaptability to poor soil conditions. Although the purple leaf sheath is a prevalent phenotype, the underlying mechanisms of color variation remain unclear. Previous studies suggested that leaf sheath coloration might result from differential accumulation of plant pigments, yet the key substances and molecular mechanisms governing color formation in millet have not been systematically elucidated.

resultsWe investigated the metabolic pathway underlying millet leaf sheath coloration using multi-omics analysis. Physiological data revealed that the purple phenotype was associated with up-regulated anthocyanin biosynthesis and down-regulated chlorophyll accumulation. However, carotenoid content was extremely low, showing no significant changes, and it was significantly lower than the contents of total anthocyanins and chlorophyll. It is speculated that there is no significant association between carotenoids and the color differences in leaf sheaths. Transcriptome data suggest that the high expression levels of anthocyanin biosynthesis genes (PAL, 4CL, CHS, CHI, F3H, CYP73A, CYP75B1, DFR, ANS, and UFGT) and the low expression of chlorophyll synthesis genes (chlH, chlI, and chlM) likely contributed to the observed color phenotype. Furthermore, transcription factors from the WRKY, MYB, and bHLH families were predicted to interact with these differentially expressed genes, collectively modulating color formation. Proteomic analysis revealed that these candidate genes also exhibited significant differential expression at the protein level, demonstrating strong concordance between transcriptional and translational regulation. However, the expression levels of the few detected mRNAs and proteins do not align exactly between the transcriptome and proteome. It was speculated that these proteins may have undergone post-transcriptional alterations and activations, releasing active proteins immediately without the need for transcription of related genes.

conclusionsThis study had laid a foundation for the preliminary exploration of the differential expression and biosynthetic mechanism of the color of millet leaf sheaths. Furthermore, these findings identify valuable candidate genes that may facilitate future breeding efforts for colored millet varieties.

Indexed as

MilletsPigmentationPlant LeavesSeedlingsAnthocyaninsCarotenoidsChlorophyllColorGene Expression Regulation, PlantMultiomicsPhenotypePlant ProteinsTranscriptomeAnthocyaninsCarotenoidsChlorophyllPlant ProteinsAnthocyaninCarotenoidChlorophyllLeaf sheathMillet

Identifiers

PMID41299231
PMCPMC12659051

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LicenceCC BY-NC-ND
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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 OpenQuestion graph.