Evidence map›Paper›PMID 40597575›Full record

ArticleBMC genomics2025

Targeted metabolomic and transcriptomic analyses provide insights into flavonoid biosynthesis in the grain of Foxtail millet.

Zhenyan Ye, Na Qin, Senjie Fu, Huifang Zhang, Cancan Zhu, Shutao Dai, Ya Jing, Xin Wei, Chunyi Wang, Le Ju and 1 more

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Article in BMC genomics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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2citing papers in PubMed
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3 · Its place in the literature

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2 citing papers in PubMed.

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5 · Who and what money

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11 authors.

Zhenyan Ye *Cereal Crop Research Institute, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou, 450002, China.
Na Qin *Cereal Crop Research Institute, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou, 450002, China.
Senjie FuCereal Crop Research Institute, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou, 450002, China.
Huifang ZhangInstitute of Agricultural Information Technology, Henan Academy of Agricultural Sciences, Zhengzhou, 450002, China.
Cancan ZhuCereal Crop Research Institute, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou, 450002, China.
Shutao DaiCereal Crop Research Institute, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou, 450002, China.
Ya JingCereal Crop Research Institute, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou, 450002, China.
Xin WeiCereal Crop Research Institute, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou, 450002, China.
Chunyi WangCereal Crop Research Institute, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou, 450002, China.
Le JuNanyang Academy of Sciences, Nanyang, 473000, China.
Junxia LiCereal Crop Research Institute, Henan Academy of Agricultural Sciences, Postgraduate T&R Base of Zhengzhou University, Zhengzhou, 450002, China. lijunxia@126.com.

Funding

China Agricultural Research System of the Ministry of Finance and Ministry of Agriculture and Rural Affairs CARS-06Innovation team of Henan Academy of Agricultural Sciences 2024TD39Joint Research on Agriculture Varieties of Henan Province 2022010401Scientific Research Plan Joint Fund of Henan Province 232301420105the Key Research and Development Projects of Henan Province 231111110300, 241111112100
6 · The paper itself

Abstract

backgroundFoxtail millet (Setaria italica L.), a traditional Chinese crop, is valued for its rich abundance of health-beneficial compounds (e.g., flavonoids). Despite the nutritional significance of flavonoids, their biosynthetic pathways in foxtail millet remain largely uncharacterized. In this study, we integrated targeted metabolomic and transcriptomic analyses to comprehensively dissect the flavonoid biosynthesis pathway and identify genes encoding key enzymes.

resultsQuantitative profiling of a foxtail millet recombinant inbred line (RIL) population revealed significant variations in grain flavonoid content, with levels in the high-flavonoid (HF) group exceeding those in the low-flavonoid (LF) group by five-fold. Quantitative analysis of a foxtail millet recombinant inbred line (RIL) population showed striking variations in grain flavonoid content. The high-flavonoid (HF) group exhibited flavonoid levels five-fold higher than those of the low-flavonoid (LF) group. Through integrated targeted metabolomic and transcriptomic analyses, we elucidated the pivotal regulatory networks governing flavonoid biosynthesis in foxtail millet. Comparative transcriptomic analysis demonstrated significant differences in the expression patterns of flavonoid biosynthesis-associated genes between the HF and LF groups. Targeted metabolomic quantification further identified ten specific flavonoids with significantly elevated levels in the HF group. Integrative omics analyses revealed that genes encoding shikimate O-hydroxycinnamoyl transferase (HCT), phenylalanine ammonia-lyase (PAL), and phenylalanine/tyrosine ammonia-lyase (PTAL) are key determinants of the differential flavonoid accumulation observed between genotypes.

conclusionsOur study provides novel insights into the genetic regulatory mechanisms governing flavonoid metabolism in foxtail millet. The identified candidate genes, including those encoding HCT, PAL, and PTAL, represent valuable molecular targets for breeding programs focused on improving the nutritional profile of foxtail millet cultivars.

Indexed as

Edible GrainFlavonoidsGene Expression ProfilingMetabolomeMetabolomicsSetaria PlantTranscriptomeGene Expression Regulation, PlantPlant ProteinsFlavonoidsPlant ProteinsFlavonoid biosynthesisFoxtail milletTargeted metabolomicsTranscriptomics

Identifiers

PMID40597575
PMCPMC12210836

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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.