Generation of induced pluripotent stem cell lines from pediatric patients with congenital myotonic dystrophy (CBRCULi012-A and CBRCULi013-A) and age-matched controls (CBRCULi010-A and CBRCULi011-A)
Bibliographic record
Abstract
Congenital myotonic dystrophy (CDM) is an autosomal dominant multisystemic disorder attributed to a large expansion of CTG trinucleotide repeats within the myotonic dystrophy protein kinase (DMPK) gene. In this study, we successfully reprogrammed dermal fibroblasts derived from two pediatric CDM patients and two age-matched individuals into induced pluripotent stem cells (iPSCs) using a non-integrating viral vector. The resulting CDM iPSC lines harbored approximately 2000 CTG repeats in the mutated DMPK allele. These iPSC lines expressed pluripotency markers and exhibited the capacity to differentiate into cells representing all three germinal layers, confirming their reliability as a research tool for investigating CDM and therapeutic strategies.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| 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".