Phosphodiesterase 4 Inhibitors for the Treatment of Asthma and COPD
Bibliographic record
Abstract
Type 4 cyclic nucleotide phosphodiesterases (PDE4s) are metallo-hydrolases which specifically hydrolyze cAMP to AMP in various cells types. The catalytic core is a bimetallic ion center composed of a tightly bound Zn(2+) and a loosely bound Mg(2+), which plays a dictating role in eliciting cAMP binding and catalysis activation. An invariant glutamine positioned opposite to the ion center serves as the substrate recognition determinant and synergizes the transient Mg-oxo-phosphate interaction in the substrate complex. The Mg(2+) binding is activated by a PKA-mediated serine phosphorylation and modulated through protein-protein interactions, thus, providing efficient mechanisms in the temporal regulation of cAMP signaling. Several PDE4 inhibitors including roflumilast, cilomilast and rolipram also rely on the interaction with the glutamine and metallic ion center for binding, with their affinity enhanced dramatically by the presence of the Mg(2+) ion. Recent studies have provided new insights into the role of this enzyme in inflammatory settings, CFTR regulation, long term potentiation, and its importance in immune surveillance. The major inflammatory cytokines which are modulated with PDE4 inhibitors include TNFalpha, IL-2, IFNgamma, IL-12, GM-CSF and LTB(4). The role of PDE4 inhibitors in modulating cytokines, lipid mediators and in mucociliary clearance, along with clinical efficacy in asthma and/or COPD demonstrated with roflumilast and cilomilast, suggest a broad anti-inflammatory spectrum for these compounds. Presently, the major impediment to approval of these novel therapies has been the mechanism based gastrointestinal adverse events which has limited the dosing and the ultimate efficacy with these novel therapeutic agents.
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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) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 0.002 |
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".