Cyclic nucleotide phosphodiesterase-mediated integration of cGMP and cAMP signaling in cells of the cardiovascular system
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
Numerous pharmacological and physiological agents acting via either cAMP- or cGMP-mediated impact the activities of cells of the cardiovascular system. While most define cAMP and cGMP signaling systems as separate and independent, recent advances in our understanding of cyclic nucleotide signaling, and more specifically, of the roles which cyclic nucleotide phosphodiesterases (PDEs) play in these events, have altered this view. In this short chapter, I will review the data identifying expression of several PDEs in cells of the cardiovascular system. In addition, I will review the data that identify PDEs as enzymes capable of allowing integration between cAMP and cGMP signaling in cells, and propose that cAMP and cGMP signaling systems can represent parallel and interdependent signaling systems. Moreover, I will propose that cGMP-mediated effects on the activities of variants of the Phosphodiesterase 2 (PDE2), PDE3 and PDE5 families may act to coordinate linkage between cAMP and cGMP signaling in these cells.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 it