Altered inotropic reactivity in diabetic rabbit right ventricular myocardium
Bibliographic record
Abstract
Alloxan monohydrate was used to induce diabetes in rabbits, which were maintained for a 3-month period with or without daily insulin replacement along with age-matched controls. Isolated right ventricular myocardial strips were used to generate dose-response curves to isoproterenol, forskolin, and Bay K 8644. Basal developed force was significantly elevated in diabetic ventricular strips. While isoproterenol acted as a full inotropic agonist, diabetic preparations revealed a consistent but insignificant decrease in the maximum developed force. While both sensitivity to isoproterenol and beta-adrenoceptor density were decreased in preparations from diabetic rabbits, there was no associated increase in circulating plasma catecholamines. In contrast, forskolin and Bay K 8644 were partial agonists in control preparations but full inotropic agonists in diabetic preparations, demonstrating significant increases in maximum developed force. This hyperresponsiveness was not associated with altered calcium channel density. Finally, insulin replacement reduced or prevented all diabetic-related changes. These data indicate that the hyperresponsiveness to forskolin and Bay K 8644 represents an altered utilization of intracellular calcium in the diabetic rabbit, converting them into full agonists similar to isoproterenol. The decrease in sensitivity to isoproterenol correlated with a decrease in beta-adrenoceptor density but not elevated circulating catecholamines as previously observed in diabetic rats.
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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 | 0.001 |
| 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".