Hammerhead ribozyme-mediated destruction of nuclear foci in myotonic dystrophy myoblasts
Bibliographic record
Abstract
Myotonic dystrophy type 1 (DM1) is caused by an unstable CTG expansion in the 3' untranslated region (3'UTR) of the myotonic dystrophy protein kinase gene (DMPK). Transcripts from this altered gene harbor large CUG expansions that are retained in the nucleus of DM1 cells and form foci. It is believed that the formation of these foci is closely linked to DM1 muscle pathogenesis. Here we investigated the possibility of using a nuclear-retained hammerhead ribozyme expressed from a modified tRNAmeti promoter to target and cleave mutant transcripts of DMPK. Accessible ribozyme target sites were identified in the 3'UTR of the DMPK mRNA and a hammerhead ribozyme was designed to cut the most accessible site. Utilizing this system, we have achieved 50 and 63% reductions, respectively, of the normal and CUG expanded repeat-containing transcripts. We also observed a significant reduction in the number of DMPK mRNA-containing nuclear foci in human DM1 myoblasts. Reduction of mutant DMPK mRNA and nuclear foci also corroborates with partial restoration of insulin receptor isoform B expression in DM1 myoblasts. These studies demonstrate for the first time intracellular ribozyme-mediated cleavage of nuclear-retained mutant DMPK mRNAs, providing a potential gene therapy agent for the treatment of myotonic dystrophy.
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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 | 0.000 | 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) | 0.001 | 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".