Robinow syndrome <scp><i>DVL1</i></scp> variants disrupt morphogenesis and appendage formation in a <i>Drosophila</i> disease model
Bibliographic record
Abstract
BACKGROUND: Robinow syndrome is a rare developmental syndrome caused by variants in genes in Wnt signaling pathways. We previously showed that expression of patient variants in Dishevelled 1 (DVL1) in Drosophila and chicken models disrupts the balance of canonical and non-canonical Wnt signaling. RESULTS: , which serves as a prototype for other pathogenic variants. We show that epithelial imaginal disc development is disrupted in legs and wings and accompanied by increased cell death, without changes in cell proliferation. By inhibiting caspase-dependent cell death, we show that the altered epithelial morphology is not solely due to variant-induced cell death. Furthermore, we find alterations of basement membrane components and modulators. Notably we find ectopic Mmp1 expression and tissue distortion, which is dependent on JNK signaling. We also find an abnormal abundance of Drosophila collagen IV (Viking) in pupal wing development. Due to the complex nature of appendage development, we also examined the Bone Morphogenetic Protein pathway and found elevated signaling activity via the transcriptional readout dad-lacZ. CONCLUSIONS: Through these studies, we have gained more insight into the developmental consequences of DVL1 variants implicated in autosomal dominant Robinow syndrome.
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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".