QUAKING KH Domain Proteins as Regulators of Glial Cell Fate and Myelination
Why this work is in the frame
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Bibliographic record
Abstract
The quaking viable (qk(v)) mice have attracted attention because of their characteristic tremor caused by their dysmyelination. In the central nervous system, qk(v) mice fail to develop mature myelinating oligodendrocytes and display uncompacted myelin. The genetic defect in the qk(v) mice prevents the proper expression of alternatively spliced KH-type QKI RNA binding proteins. Thus qk(v) mice provide a unique animal model linking RNA binding proteins to defects in oligodendrocyte cell fate and myelination. The fact that QKI proteins are modified post-translationally makes them Signal Transduction Activiators of RNA (STAR) proteins. We have used a gain-of-function approach with the ectopic expression of the separate QKI isoforms using adenoviruses and retroviruses to determine their separate roles in cell fate and myelination. Herein, we discuss the recent advances in characterizing the QKI KH-type proteins as glial cell fate and myelin egulators.
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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) | 0.001 | 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 | 0.001 | 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 it