Why does a defect in choline kinase beta cause muscular dystrophy in mice?
Bibliographic record
Abstract
Muscular dystrophies (MD) are a group of more than 30 genetic diseases characterized by progressive weakness and degeneration of the skeletal muscles. There is no specific treatment to stop or reverse any form of MD due to limited knowledge. We recently uncovered a natural mutation (rmd) in the Chkb gene that resulted in a complete loss of choline kinase (CK) activity in skeletal muscle, and the mice developed severe and progressive hindlimb MD. It is the first demonstration of a defect in a phospholipid biosynthetic enzyme causing MD. Why does muscular dystrophy occur? We observed decreased phosphatidylcholine (PC)/phosphatidylethanolamine (PE) ratio both in hindlimb muscle and in mitochondria associated with sarcolemmal integrity and megamitochondria formation. Decreased PC level is due to three factors: down‐regulated CTP:phosphocholine cytidylyltransferase (CT) activity, the rate‐limiting enzyme for PC biosynthesis; increased PC turnover due to increased phospholipase activity, and a limited source of phosphocholine in Chkb −/– mice. In vivo experiments further demonstrated that the incorporation ability of 3 H‐choline into PC was significantly decreased in affected muscle. Decreased regeneration ability of Chkb −/– mice may also contribute to muscular dystrophy. In affected muscle there was increased expression of myostatin and decreased proliferating cell nuclear antigen (PCNA). This research was supported by a grant from Alberta Heritage Foundation for Medical Research and Canadian Institutes of Health Research.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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.
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".