Dysregulation of cotranscriptional alternative splicing underlies CHARGE syndrome
Why this work is in the frame
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Bibliographic record
Abstract
Significance A timely diagnosis is key for both survival and quality of life of children with CHARGE syndrome (coloboma, heart defects, atresia of choanae, retardation of growth/development, genital abnormalities, and ear anomalies). Such diagnosis is often difficult to establish, in part because many patients test negative for mutation of CHD7 , the only gene associated with this condition to date. Identifying additional CHARGE-associated genes would not only help resolve diagnosis issues but could also help in identifying common pathogenic mechanisms, which in turn could lead to desirable curative interventions for all patients. Here, FAM172A is reported as a new candidate gene for CHARGE syndrome. This discovery has allowed us to reveal a molecular process that is dysregulated in both CHD7 mutation-positive and -negative cases, such defect being correctable in vitro with rapamycin.
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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 | 0.001 |
| 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 it