Mechanistic studies in <i>Drosophila</i> and chicken give new insights into functions of DVL1 in dominant Robinow syndrome
Bibliographic record
Abstract
The study of rare genetic diseases provides valuable insights into human gene function. The autosomal dominant or autosomal recessive forms of Robinow syndrome are genetically heterogeneous, and the common theme is that all the mutations lie in genes in Wnt signaling pathways. Cases diagnosed with Robinow syndrome do survive to adulthood with distinct skeletal phenotypes, including limb shortening and craniofacial abnormalities. Here, we focus on mutations in dishevelled 1 (DVL1), an intracellular adaptor protein that is required for both canonical (β-catenin-dependent) or non-canonical (requiring small GTPases and JNK) Wnt signaling. We expressed human wild-type DVL1 or DVL1 variants alongside the endogenous genome of chicken and Drosophila. This design is strategically suited to test for functional differences between mutant and wild-type human proteins in relevant developmental contexts. The expression of variant forms of DVL1 produced a major disorganization of cartilage and Drosophila wing morphology compared to expression of wild-type DVL1. Moreover, the variants caused a loss of canonical and gain of non-canonical Wnt signaling in several assays. Our data point to future therapies that might correct the levels of Wnt signaling, thus improving skeletal growth.
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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".