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Physicochemical and microstructural characteristics of canola meal fermented by autonomously screened Bacillus licheniformis DY145 and its immunomodulatory effects on gut microbiota

2025· article· en· W4409464494 on OpenAlexaff
Yan Wang, Kaining Cao, Xuanyi Zhang, Chong Li, Xiuna Wang, Xiaolan Liu, Jian Ren, Lingyun Chen

Bibliographic record

VenueFood Chemistry · 2025
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicProbiotics and Fermented Foods
Canadian institutionsUniversity of Alberta
FundersNatural Science Foundation of Heilongjiang Province
KeywordsCanolaBacillus licheniformisFood scienceMealFermentationGut floraChemistryBacillus (shape)BiologyMicrobiologyBacillus subtilisBiochemistryBacteria

Abstract

fetched live from OpenAlex

Canola meal (CM), a variety of double-low rapeseed meal (RSM), is a valuable protein source due to its reduced glucosinolate (<20 μmol/L) and erucic acid (<2 %) content. In this study, bioactive small peptides were derived from CM through fermentation with an autonomously screened Bacillus licheniformis DY145 strain. Strain mutagenesis and fermentation condition optimization further enhanced peptide activity. The physicochemical and microstructural changes in fermented canola meal (FCM) were analyzed, and the immunomodulatory effects of active peptides on lipopolysaccharide (LPS)-induced inflammatory mice were investigated. Fermentation significantly increased the soluble peptide concentration and DPPH radical scavenging capacity of CM (P < 0.05), while reducing protein molecular weight and glucosinolate content (P < 0.05). Scanning electron microscopy revealed a loose structure in CM after fermentation, and canola peptides (CPs) from fermented CM exhibited higher zeta potential, a reduced α-helix ratio, and lower fluorescence intensity compared to those from unfermented CM. Structural characterization of CPs was performed using LC-MS/MS, followed by bioactivity analysis. CPs significantly downregulated serum levels of TNF-α, IL-6, and IL-1β in LPS-induced mice (P < 0.05), while upregulating IgA and IgG levels (P < 0.05). Moreover, CP supplementation restored the gut microbial composition, normalizing dominant flora and increasing Lactobacillus abundance (P < 0.05). This study demonstrates the potential of CPs as functional food ingredients to mitigate gut inflammation and enhance the high-value utilization of CM. Additionally, it introduces a novel strain and fermentation method for bioactive peptide production, providing a theoretical foundation for the development of gut health-promoting functional foods. Furthermore, the preliminary structure-activity relationship analysis of CPs lays the groundwork for designing peptides with gut microbiota-modulating properties.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.002

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.004
GPT teacher head0.183
Teacher spread0.179 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations3
Published2025
Admission routes1
Has abstractyes

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