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Record W7055327182

Bioaccessibility of ferulic acid in barley

2023· dissertation· en· W7055327182 on OpenAlexfundno aff

Bibliographic record

VenueMspace (University of Manitoba) · 2023
Typedissertation
Languageen
FieldEngineering
TopicLaser Design and Applications
Canadian institutionsnot available
FundersAgriculture and Agri-Food Canada
KeywordsFerulic acidArabinoxylanBranPhenolic acidDigestion (alchemy)Coumaric acidAntioxidant
DOInot available

Abstract

fetched live from OpenAlex

Whole grain barley contains bioactive compounds including phenolic acids which exhibit antioxidant and anti-inflammatory effects. The major phenolic acid in barley, ferulic acid, is predominately found bonded to arabinoxylans in the cell wall. However, the bound form cannot be absorbed in the small intestine and thus is not bioaccessible. Therefore, the objectives of this research were to 1) characterize the phenolic acid composition of raw, cooked and digested barleys, 2) determine the ferulic acid bioaccessibility and when the ferulic acid is primarily released, and 3) examine factors which may influence the bioaccessibility of ferulic acid including bran layer thickness, and arabinoxylan content and structural characteristics. The phenolic acid compositions of four hulless barley varieties were examined using HPLC. A static digestion model was used to simulate gastrointestinal digestion and determine the bioaccessibility of phenolic acids. Pearled barley fractions were analyzed in terms of arabinoxylan content and A/X ratio by gas chromatography, and ferulic and p-coumaric acid content by HPLC. Ferulic acid bioaccessibility was greatest in the variety Peru-35 (173%). The release of ferulic acid was strongly influenced by digestive enzymes, minimally affected by pH, and primarily occurred during the final hour of small intestinal digestion. The amount of ferulic and p-coumaric acids positively correlated with arabinoxylan content and was greatest in the outermost fraction and progressively decreased towards the endosperm-containing fraction. The A/X ratio varied among fractions and correlated with bound p-coumaric content. Additionally, a polyamine, N1, N8-dicaffeoyl spermidine, was identified for the first time in wholegrain barley and may provide additional anti-inflammatory and antioxidant effects. This research is the first to investigate the bioaccessibility of ferulic acid in hulless barley. The research provides a foundation for determining factors which influence ferulic acid bioaccessibility in grains and facilitates the selection of barley fractions for functional food development.

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 score0.007
Threshold uncertainty score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.017
GPT teacher head0.211
Teacher spread0.194 · 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

Citations0
Published2023
Admission routes1
Has abstractyes

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