# Integrating Metabolomics and Proteomics to Reveal the Regulatory Network Governing the Natural Variation in Rice Seed Germination Rate

**Authors:** Xiaoxuan Zhang, Chenkun Yang, Yunyun Li, Ran Zhang, Jinjin Zhu, Wanghua Wu, Yuheng Shi, Xianqing Liu, Xiaoyan Han, Jie Luo

PMC · DOI: 10.3390/plants15040559 · Plants · 2026-02-10

## TL;DR

This study explores how metabolites like glutamine influence rice seed germination, revealing a key role in improving germination rates.

## Contribution

The study identifies glutamine as a causal hub metabolite in rice seed germination through integrated metabolomic and proteomic analysis.

## Key findings

- Amino acid, energy, and glutathione metabolism pathways are activated in rapid germination rice seeds.
- Glutamine is significantly enriched in rapid germination seeds and promotes germination when applied externally.
- Germination is controlled by a genotype-dependent regulatory network influenced by glutamine.

## Abstract

Seed germination rate is a key early trait that strongly influences rice yield. Although germination is known to be regulated by classical phytohormones and certain metabolites, the systematic metabolic regulatory network underlying natural variation, especially the key hub metabolites with causal function, still lacks in-depth analysis. In this study, we investigated 56 rice accessions showing pronounced differences in germination performance and systematically identified metabolic pathways associated with germination rate by integrating metabolomic and proteomic analyses. Pathways involved in amino acid metabolism, energy metabolism, and glutathione metabolism were coordinately activated in Rapid Germination (RG) seeds compared with Delayed Germination (DG) seeds. Among them, glutamine was significantly enriched in the RG group. Exogenous application of glutamine selectively and significantly promoted radicle and shoot elongation in a subset of DG varieties, providing direct evidence for a positive causal role of glutamine in seed germination. The variety-specific response further suggests that germination is controlled by a complex, genotype-dependent regulatory network. Together, our results highlight a glutamine-centered metabolic program as an important basis for rapid rice seed germination and provide potential targets for improving early vigor through metabolic engineering and molecular breeding.

## Linked entities

- **Chemicals:** glutamine (PubChem CID 738)

## Full-text entities

- **Diseases:** DG (MESH:D054331), injury to (MESH:D014947)
- **Chemicals:** tungsten carbide (MESH:C002802), DTT (MESH:D004229), GA (MESH:D005708), lysophosphatidylcholines (MESH:D008244), lysine (MESH:D008239), H (MESH:D006859), L-glutamic acid (MESH:D018698), aglycone (MESH:C458179), LysoPC (MESH:C006065), alkaloids (MESH:D000470), ACN (MESH:C084683), acetic acid (MESH:D019342), flavonoids (MESH:D005419), asparagine (MESH:D001216), choline phosphate (MESH:D010767), jasmonic acid (MESH:C011006), dipeptide (MESH:D004151), reactive oxygen species (MESH:D017382), FA (MESH:D005492), water (MESH:D014867), tyrosine (MESH:D014443), polyamines (MESH:D011073), Glutamine (MESH:D005973), L-valine (MESH:D014633), glutathione (MESH:D005978), lipid (MESH:D008055), sucrose (MESH:D013395), terpenoids (MESH:D013729), purine (MESH:C030985), gibberellin (MESH:D005875), IAM (MESH:D007460), aspartic acid (MESH:D001224), Amino acid (MESH:D000596), quercetin (MESH:D011794), nitrogen (MESH:D009584), urea (MESH:D014508), starch (MESH:D013213), TFA (MESH:D014269), ammonium bicarbonate (MESH:C027043), TCA (MESH:D014238), acetonitrile (MESH:C032159), alanine (MESH:D000409), fatty acid (MESH:D005227), carbon (MESH:D002244), C10H17N2O7 (-), fat (MESH:D005223), pyruvate (MESH:D019289), lidocaine (MESH:D008012), methanol (MESH:D000432), abscisic acid (MESH:D000040)
- **Species:** Oryza sativa (Asian cultivated rice, species) [taxon 4530], Homo sapiens (human, species) [taxon 9606], Arabidopsis thaliana (mouse-ear cress, species) [taxon 3702]
- **Mutations:** asparagine-phenylalanine

## Full text

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## Figures

2 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12944733/full.md

## References

51 references — full list in the complete paper: https://tomesphere.com/paper/PMC12944733/full.md

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Source: https://tomesphere.com/paper/PMC12944733