Adaptive Reductions in Left Ventricular Diastolic Compliance Protect the Heart From Stretch-Induced Stunning
Why this work is in the frame
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Bibliographic record
Abstract
A transient elevation in preload produces mechanical stretch-induced myocyte injury and measurable cardiac troponin I release that is associated with reversible contractile dysfunction and myocyte apoptosis. Using a porcine model of intermittent pressure overload, this study demonstrates that repetitive exposure to cyclical elevations in preload elicits significant myocyte loss, yet left ventricular systolic function is preserved and chamber dilatation is absent. Instead, myocardial remodeling characterized by myocyte hypertrophy and interstitial fibrosis produces a reduction in left ventricular diastolic compliance that protects the heart from subsequent stretch-induced myocyte injury. These results support a novel paradigm that links cardiac adaptations to repetitive stretch-induced injury with the pathogenesis of myocardial stiffening and may explain how reductions in left ventricular diastolic compliance can occur in the absence of sustained hypertension or anatomic hypertrophy.
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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