Craniofacial studies in chicken embryos confirm the pathogenicity of Frizzled2 variants associated with Robinow syndrome
Bibliographic record
Abstract
ABSTRACT Robinow syndrome (RS) is a rare disease caused by mutations in seven WNT pathway genes. Features include craniofacial widening and jaw hypoplasia. We used the chicken embryo to test two autosomal dominant RS (ADRS) missense FZD2 variants on the frontonasal mass, the affected region in RS. The wild-type (wt) and variant h FZD2 inhibited beak ossification. The bone hypoplasia was possibly mediated by decreased levels of WNT and BMP pathway genes. In primary cultures, h FZD2 variants inhibited chondrogenesis, increased nuclear shuttling of β-catenin and increased expression of TWIST1, both known to suppress chondrogenesis. In luciferase reporter assays, proteins coding for 1301G>T and 425C>T FZD2 variants weakly activated canonical WNT reporter and dominantly interfered with wt FZD2 . In the JNK-PCP WNT pathway luciferase assay, only the 425C>T showed a loss-of-function. The 1301G>T variant presumably acts through a JNK-independent pathway. This is the first study to demonstrate that the ADRS- FZD2 missense variants cause craniofacial and WNT signaling defects. Frontonasal mass width is increased by both h FZD2 variants which sheds light on the ontogeny of the broad facial features seen in individuals with RS. Summary Statement Gain-of-function studies on FZD2 missense variants associated with Robinow syndrome led to increased facial width, altered Wnt signaling and inhibition of beak skeletogenesis in chicken embryos.
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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 | 0.001 | 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) | 0.003 | 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 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".