Hand and fibrillin‐1 deposition abnormalities in Loeys–Dietz syndrome—expanding the clinical spectrum
Bibliographic record
Abstract
Loeys-Dietz syndrome (LDS) is an autosomal dominant connective tissue disorder characterized by hypertelorism, bifid uvula, cleft palate and arterial tortuosity. We report on a patient with LDS, bearing mutation in the TGFβR2 gene, whose prenatal examination demonstrated clenched fists and club feet, suggesting arthrogryposis multiplex congenita. Postnatal assessment showed digital abnormalities, including brachydactyly, camptodactyly, partial syndactyly and absent distal phalanges. With the lack of fibrillin-1 microfibril deposition as well as impaired and inadequate elastic fiber assembly in our patient's fibroblasts, we speculate that the skeletal abnormalities seen in this patient with LDS are the result of lack of these components in embryonal perichondrium and in blood vessels. We suggest that LDS should be included in the differential diagnosis of joint contractures seen pre and postnatally. Prenatal diagnosis of LDS would be important in parental counseling and early post natal diagnosis could prompt treatment before the development of detrimental vascular complications.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".