Transitin is required for the differentiation of avian QM7 myoblasts into myotubes
Bibliographic record
Abstract
Transitin is a nestin-like intermediate filament protein co-expressed with vimentin in the precursor cells of the myogenic and neurogenic lineages of the avian embryo. To understand its role in myogenesis, stable cell lines expressing transitin-targeted siRNAs were derived from the quail muscle cell line QM7. When cells were cultured in differentiation medium, we found that transitin knockdown prevented myoblast fusion and myotube formation. MyoD mRNA could be detected in transitin siRNA-transfected cells, but upregulation of myogenin and desmin expression was impaired compared to control cells. In addition, transitin siRNA cells maintain high levels of Pax7 expression suggesting that QM7 myoblasts into which transitin expression has been attenuated display a muscle progenitor cell phenotype (Pax7(+)/MyoD(+)/myogenin(-)/desmin(-)). These observations indicate that transitin plays an important role in the initiation of the myogenic program in avian muscle progenitor cells in acting downstream of MyoD and upstream of myogenin during the lineage progression.
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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".