Human Interindividual Variation in Lymphocyte UDP-Glucuronosyltransferases as a Determinant of In Vitro Benzo[a]pyrene Covalent Binding and Cytotoxicity
Bibliographic record
Abstract
UDP-glucuronosyltransterases (UGTs) catalyse the glucuronidation and elimination of most xenobiotics and, thereby, may prevent their alternative bioactivation to carcinogenic and teratogenic reactive intermediates. Previous studies have shown that glucuronidation, bioactivation, and covalent binding of the carcinogen/teratogen benzo[a]pyrene (BP) in rat lymphocytes accurately reflected those processes in hepatic microsomes from the same animals. Accordingly, lymphocytes from 12 normal human volunteers were incubated with BP metabolites to determine UGT variability and its potential toxicological relevance. Over 200-fold interindividual variability was observed in both the glucuronidation and covalent binding of BP metabolites, with decreasing total glucuronidation among subjects correlating with a decreased UGT-modulated reduction in covalent binding (R(2) = 0.8272, p < 0.01) and, in six subjects, enhanced cytotoxicity (r = -0.9338, p < 0.001). Decreased glucuronidation of both BP diols (r = -0.9106, p < 0.001) and BP diones (r = -0.9625, p < 0.005), but not BP monophenols, correlated with enhanced cytotoxicity. These results provide the first evidence for substantial interindividual variability in UGT activities for BP metabolites among the normal population and suggest that UGT-deficient individuals may be at increased risk from the reactive intermediate-mediated effects of BP and related xenobiotics.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".