Persistent chylothorax associated with lymphatic malformation type 6 due to biallelic pathogenic variants in <scp><i>PIEZO1</i></scp>
Bibliographic record
Abstract
PIEZO1 is required for lymphatic valve formation, and several lymphatic abnormalities have been reported to be associated with autosomal recessive PIEZO1 pathogenic variants including neonatal hydrops, lymphedema involving various body regions, and chylothorax. Persistent or recurrent chylothorax has been infrequently described in association with pathogenic variants in the PIEZO1 gene. We present a 4-year-old female with bilateral pleural effusions detected prenatally, who was diagnosed with bilateral chylothoraces post-partum. She subsequently had recurrent pleural effusions involving both pleural cavities, which tended to improve with restriction of her fat intake, and, one occasion, subcutaneous octreotide. She also had bilateral calf, and intermittent cheek swelling. Genetic testing revealed two deleterious variants in PIEZO1: c.2330-2_2330-1del and c.3860G > A (p.Trp1287*), both of which were classified as likely pathogenic. This supported a diagnosis of Lymphatic Malformation Type 6 (OMIM 616843), also known as Hereditary Lymphedema Type III. Hereditary Lymphedema type III can be associated with persistent chylothorax that can vary in size over time.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| 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".