Effects of systemic multiexon skipping with peptide-conjugated morpholinos in the heart of a dog model of Duchenne muscular dystrophy
Bibliographic record
Abstract
Significance Duchenne muscular dystrophy (DMD) is a lethal genetic disorder caused by a lack of dystrophin protein. Cardiomyopathy is a leading cause of death in DMD. Although exon skipping with antisense morpholino oligonucleotides is very promising, morpholino-mediated exon skipping has induced barely detectable dystrophin levels in the hearts of DMD animal models. Here, we show that systemic multiexon skipping using a cocktail of peptide-conjugated morpholinos (PPMOs) rescued dystrophin expression in the myocardium and cardiac Purkinje fibers in a dystrophic dog model. The treatment reduced vacuole degeneration in Purkinje fibers and improved electrocardiogram abnormalities without apparent toxicity. These results indicate that PPMO-mediated multiexon skipping is a therapeutic approach for treating cardiac conduction abnormalities in DMD.
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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 | 0.000 |
| 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 | 0.001 | 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".