Simultaneous evaluation of HMG‐CoA reductase and cholesterol 7α‐hydroxylase activities by electrospray tandem MS
Bibliographic record
Abstract
Simultaneous evaluation of HMG-CoA reductase and cholesterol 7alpha-hydroxylase activities by electrospray tandem mass spectrometry (ES-MS-MS) was performed. The assay was based on the measurement of mevalonolactone (MVL) and 7alpha-hydroxycholesterol (7alpha-OHC) produced by the incubation of HMG-CoA with hepatic microsomes in the presence of NADPH and glucose-6-phosphate dehydrogenase. Following extraction and purification using a cyanopropyl cartridge, MVL and 7alpha-OHC were analyzed, without derivatization, by ES-MS-MS. The analysis was achieved in 5 min. Calibration curves were made for MVL and 7alpha-OHC, and were linear from 0 to 100 microg. The recovery was >97%. The procedure was validated under similar calibration and recovery experiments, by measuring the above mentioned products as dimethylethylsilyl ether derivatives using the classical technique of GC-MS. Data obtained by ES-MS-MS and GC-MS showed a good correlation, with no significant differences. ES-MS-MS is a simple and reliable method for the evaluation of HMG-CoA reductase and cholesterol 7alpha-hydroxylase activities in liver microsomal preparations.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".