Double-Stranded RNA–Dependent Protein Kinase Deficiency Protects the Heart From Systolic Overload-Induced Congestive Heart Failure
Bibliographic record
Abstract
BACKGROUND: Double-stranded RNA-dependent protein kinase (PKR) is a eukaryotic initiation factor 2α kinase that inhibits mRNA translation under stress conditions. PKR also mediates inflammatory and apoptotic signaling independently of translational regulation. Congestive heart failure is associated with cardiomyocyte hypertrophy, inflammation, and apoptosis, but the role of PKR in left ventricular hypertrophy and the development of congestive heart failure has not been examined. METHODS AND RESULTS: We observed increased myocardial PKR expression and translocation of PKR into the nucleus in humans and mice with congestive heart failure. To determine the impact of PKR on the development of congestive heart failure, PKR knockout and wild-type mice were exposed to pressure overload produced by transverse aortic constriction. Although heart size increased similarly in wild-type and PKR knockout mice after transverse aortic constriction, PKR knockout mice exhibited very little pulmonary congestion, well-preserved left ventricular ejection fraction and contractility, and significantly less myocardial fibrosis compared with wild-type mice. Bone marrow-derived cells from wild-type mice did not abolish the cardiac protective effect observed in PKR knockout mice, whereas bone marrow-derived cells from PKR knockout mice had no cardiac protective effect in wild-type mice. Mechanistically, PKR knockout attenuated transverse aortic constriction-induced tumor necrosis factor-α expression and leukocyte infiltration and lowered cardiac expression of proapoptotic factors (Bax and caspase-3), so that PKR knockout hearts were more resistant to transverse aortic constriction-induced cardiomyocyte apoptosis. PKR depletion in isolated cardiomyocytes also conferred protection against tumor necrosis factor-α- or lipopolysaccharide-induced apoptosis. CONCLUSION: PKR is a maladaptive factor upregulated in hemodynamic overload that contributes to myocardial inflammation, cardiomyocyte apoptosis, and the development of congestive heart failure.
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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) | 0.000 | 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) | 0.000 | 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".