Hepatic CTP:Phosphocholine Cytidylyltransferase-α Is a Critical Predictor of Plasma High Density Lipoprotein and Very Low Density Lipoprotein
Bibliographic record
Abstract
CTP:phosphocholine cytidylyltransferase (CT) is the key regulatory enzyme in the CDP-choline pathway for the biosynthesis of phosphatidylcholine (PC). We previously generated a mouse in which the hepatic CTalpha gene was specifically inactivated by the cre/loxP procedure. In CTalpha knock-out mice, plasma high density lipoprotein (HDL) and very low density lipoprotein (VLDL) levels were markedly lower than in wild type mice (Jacobs, R. L., Devlin, C., Tabas, I., and Vance, D. E. (2004) J. Biol. Chem. 279, 47402-47410.) To investigate the mechanism(s) responsible for the decrease in plasma lipoprotein levels, we isolated primary hepatocytes from knock-out and wild type mice. ABCA1 expression was reduced in knock-out hepatocytes and apoAI-dependent cholesterol, and PC efflux was impaired. When knock-out hepatocytes were infected with an adenovirus expressing CTalpha, apoAI-dependent PC efflux returned partially, whereas cholesterol efflux and ABCA1 levels were not restored to normal levels. Adenoviral expression of CTalpha did not increase VLDL secretion in knock-out hepatocytes, even though cellular PC levels returned to normal. However, in vivo adenoviral delivery of CTalpha normalized plasma HDL and VLDL levels in knock-out mice. The observations demonstrate that hepatic PC biosynthesis is a key player in maintaining plasma VLDL and HDL, and further underscores the importance of the liver in HDL formation.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 source (direct Gemma or distilled Codex), 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".