# Mixed Microbial Fermentation-Induced Quality Upgrade of Rapeseed Meal: Volatile Metabolite and Differential Protein Analysis via Multi-Omics Methods

**Authors:** Yu Qiu, Yifei Wu, Lin Yuan, Jiayan Yang, Yinggang Ge, Liang Wang, Wei Cao, Jingyang Hong, Min Zhu

PMC · DOI: 10.3390/foods15040755 · 2026-02-19

## TL;DR

This study shows how fermenting rapeseed meal improves its quality by changing its proteins and creating new flavor compounds.

## Contribution

The study introduces a multi-omics approach to understand flavor and protein changes during rapeseed meal fermentation.

## Key findings

- Optimal fermentation time for rapeseed meal was 40 hours, improving soluble protein and reducing anti-nutritional factors.
- Esters, terpenoids, and ketones were identified as dominant volatile flavor compounds in fermented rapeseed meal.
- 51 differentially expressed proteins were found to correlate with 13 volatile metabolites, linking protein changes to flavor development.

## Abstract

Rapeseed meal (RSM), a major agricultural byproduct, is limited in application due to high anti-nutritional factors like glucosinolates, while microbial fermentation can improve its nutritional and flavor profiles. This study combined physicochemical analyses, volatile metabolomics, and quantitative proteomics to investigate flavor evolution and protein dynamics during RSM fermentation. Results showed RSM reached optimal quality at 40 h fermentation, with increased soluble protein and peptides, decreased glucosinolates, and HS-SPME-GC-MS and electronic nose analysis identified that esters, terpenoids, ketones as dominant volatile compounds, 3(2H)-furanone, dihydro-2-methyl-, Benzenemethanethiol is a key volatile differential metabolite. Proteomics analyzed a total of 51 differentially expressed proteins (DEPs), which are mainly involved in organonitrogen compound, peptide and protein metabolic. Additionally, these DEPs were identified to have significant correlations with 13 differentially accumulated volatile metabolites. These findings provide a theoretical basis for the high-value valorization of rapeseed meal, proposing feasible pathways for its use as a condiment base or a functional ingredient in bakery products.

## Linked entities

- **Chemicals:** 3(2H)-furanone (PubChem CID 529536), Benzenemethanethiol (PubChem CID 7509)

## Full-text entities

- **Genes:** Thioglucosidase [NCBI Gene 106382674], CMPK1 (cytidine/uridine monophosphate kinase 1) [NCBI Gene 51727] {aka CK, CMK, CMPK, UMK, UMP-CMPK, UMPK}
- **Diseases:** injury to (MESH:D014947)
- **Chemicals:** phenylalanine (MESH:D010649), phenols (MESH:D010636), amines (MESH:D000588), tannins (MESH:D013634), trichloroacetic acid (MESH:D014238), hydrocarbons (MESH:D006838), fatty acid (MESH:D005227), carbohydrate (MESH:D002241), amino acid (MESH:D000596), halogenated hydrocarbons (MESH:D006846), 4-methylbenzaldehyde (MESH:C020627), 2-oxoglutarate (MESH:D007656), polyunsaturated fatty acids (MESH:D005231), glucuronate (MESH:D020723), n-butylbenzene (MESH:C053761), Rapeseed Meal (-), ethers (MESH:D004987), Helium (MESH:D006371), sulfur (MESH:D013455), pyrazine (MESH:D011719), glucose (MESH:D005947), short-chain fatty acids (MESH:D005232), lysine (MESH:D008239), heterocyclic compounds (MESH:D006571), HS (MESH:D006859), cellulose (MESH:D002482), Alcohols (MESH:D000438), GC (MESH:C057580), lipid (MESH:D008055), pargyline (MESH:D010293), purine (MESH:C030985), cytokinin (MESH:D003583), (E,E)-2,4-nonadienal (MESH:C412886), Ketones (MESH:D007659), esters (MESH:D004952), acetonitrile (MESH:C032159), carbon (MESH:D002244), TCA (MESH:D014233), lactic acid (MESH:D019344), nitrogen (MESH:D009584), formic acid (MESH:C030544), acid (MESH:D000143), sugar (MESH:D000073893), zeaxanthin (MESH:D065146), TFE (MESH:D011138), sulfides (MESH:D013440), phytic acid (MESH:D010833), DMAPP (MESH:C043060), 2,3-dihydrobenzofuran (MESH:C043168), sodium chloride (MESH:D012965), histamine (MESH:D006632), linoleic acid (MESH:D019787), DVB (MESH:C037162), VOC (MESH:D055549), 3-methyl-2-butenal (MESH:C544930), Aldehydes (MESH:D000447), pentose (MESH:D010429), alkanes (MESH:D000473), 2-Methoxy-4-vinylphenol (MESH:C526552), silicone (MESH:D012828)
- **Species:** Homo sapiens (human, species) [taxon 9606], [Candida] sp. (species) [taxon 1853550], Lacticaseibacillus casei (species) [taxon 1582], Brassica napus (oilseed rape, species) [taxon 3708], Lactiplantibacillus plantarum (species) [taxon 1590], Allium cepa (onion, species) [taxon 4679], Cucumis sativus (cucumber, species) [taxon 3659], Levilactobacillus brevis (species) [taxon 1580], Lacticaseibacillus rhamnosus (species) [taxon 47715], Bacillus subtilis (species) [taxon 1423], Lactobacillus sp. (species) [taxon 1591], Allium sativum (garlic, species) [taxon 4682], Lacticaseibacillus paracasei (species) [taxon 1597], Bacillus licheniformis (species) [taxon 1402], Lactobacillus delbrueckii (species) [taxon 1584]
- **Cell lines:** Bio-03636 — Homo sapiens (Human), Transformed cell line (CVCL_GB53)

## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12939899/full.md

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Source: https://tomesphere.com/paper/PMC12939899