Reversible reprogramming of cardiomyocytes to a fetal state drives heart regeneration in mice
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Cardiomyocyte (CM) replacement is very slow in adult mammalian hearts, preventing regeneration of damaged myocardium. By contrast, fetal hearts display considerable regenerative potential owing to the presence of less mature CMs that still have the ability to proliferate. In this study, we demonstrate that heart-specific expression of Oct4, Sox2, Klf4, and c-Myc (OSKM) induces adult CMs to dedifferentiate, conferring regenerative capacity to adult hearts. Transient, CM-specific expression of OSKM extends the regenerative window for postnatal mouse hearts and induces a gene expression program in adult CMs that resembles that of fetal CMs. Extended expression of OSKM in CMs leads to cellular reprogramming and heart tumor formation. Short-term OSKM expression before and during myocardial infarction ameliorates myocardial damage and improves cardiac function, demonstrating that temporally controlled dedifferentiation and reprogramming enable cell cycle reentry of mammalian CMs and facilitate heart regeneration.
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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 | 0.001 |
| 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 it