Shavenbaby protein isoforms orchestrate the self-renewal <i>versus</i> differentiation of <i>Drosophila</i> intestinal stem cells
Bibliographic record
Abstract
SUMMARY Signaling pathways are key regulators of adult stem cell homeostasis and underlying mechanisms are often deregulated in cancers. Recent studies of epithelial tumors have involved OvoL/Svb transcription factors, which produce isoforms with antagonistic activities. Here we show that Svb, the unique OvoL factor in Drosophila , directly integrates multiple signaling inputs to coordinate the behavior of adult intestinal stem cell lineage. Under steady state, Svb mediates Wnt and EGFR signaling to ensure stem cell renewal and progenitor survival. This requires the post-translational processing of Svb into a transcriptional activator by Polished rice (Pri) regulatory peptides, under the regulation of ecdysone signaling. In response to PDM1, Svb expression is specifically maintained in enterocytes where it acts as a transcriptional repressor sufficient to override mitogenic signals and impose differentiation. Altogether, these results demonstrate that the OvoL/Svb transcriptional switch controls the balance between stem cell survival, self-renewal and differentiation.
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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) | 0.000 | 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) | 0.001 | 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".