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Record W4361191254 · doi:10.1080/00498254.2023.2180691

<i>In vitro</i> hepatic metabolism of the natural product quebecol

2023· article· en· W4361191254 on OpenAlexafffund
Gabriel Bernardes, Ed S. Krol

Bibliographic record

VenueXenobiotica · 2023
Typearticle
Languageen
FieldChemistry
TopicPlant-Derived Bioactive Compounds
Canadian institutionsUniversity of Saskatchewan
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsGlucuronidationMicrosomeMetabolismGlucuronideChemistryDrug metabolismIn vitroMichaelis–Menten kineticsPharmacologyMicrosomaEnzymeBiochemistryBiologyEnzyme assay

Abstract

fetched live from OpenAlex

Quebecol (2,3,3-tri-(3-methoxy-4-hydroxyphenyl)-1-propanol) is a polyphenolic compound, which is formed during maple syrup production from Acer spp. Quebecol bears structural similarities to the chemotherapy drug tamoxifen, which has led to synthesis of structural analogues and investigations into their pharmacological properties, however there are no reports on the hepatic metabolism of quebecol.This interest in therapeutic properties spurred us to investigate the in vitro microsomal Phase I and II metabolism of quebecol. We were unable to detect any P450 metabolites for quebecol in either human liver microsomes (HLM) or rat liver microsomes (RLM). In contrast we observed marked formation of three glucuronide metabolites in both RLM and HLM, suggesting that clearance via Phase II pathways is likely to predominate.To further understand the hepatic contribution to first-pass glucuronidation we have validated an HPLC method following FDA and EMA guidelines (selectivity, linearity, accuracy, and precision) to quantify quebecol in microsomes. In vitro enzyme kinetics were performed for quebecol glucuronidation by HLM including 8 concentrations from 5-30 µM. We determined a Michaelis-Menten constant (KM) of 5.1 µM, intrinsic clearance (Clint,u) of 0.038 ± 0.001 mL/min/mg, and maximum velocity (Vmax) of 0.22 ± 0.01 µmol/min/mg.

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 score0.135
Threshold uncertainty score0.269

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)0.0030.001

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 head0.009
GPT teacher head0.224
Teacher spread0.215 · 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 routes2
Has abstractyes

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