Cyclooxygenase Inhibitors: Instrumental Drugs to Understand Cardiovascular Homeostasis and Arterial Thrombosis
Bibliographic record
Abstract
Nonsteroidal anti-inflammatory drugs (NSAIDs) and Aspirin target cyclooxygenase (cox) enzymes and inhibit the synthesis of prostanoids. These drugs were originally developed to reduce the cardinal signs of inflammation, primarily pain. Prior to understanding their mechanism of action, investigations of Aspirin response in humans have revealed a protective effect on the cardiovascular system. Daily low-dose Aspirin is a well-established and prevailing treatment for the prevention of arterial thrombosis. Platelet inhibition by Aspirin results from the irreversible inhibition of cyclooxygenase-1 enzyme and prevention of thromboxane A2, a potent aggregatory agent, formation. In an effort to develop drugs with a safer profile for the stomach, a new form of cyclooxygenase was discovered. Subsequently and with the development of cloning strategies, cyclooxygenase-2 was cloned and characterized to have a profile of induction associated with the inflammatory reaction. This provided the rationale to target cox-2 enzyme and development of cox-2 selective drugs such as Vioxx and Celebrex. Coxibs were initially a successful treatment for arthritic patients also providing a reduction in gastric ulceration compared to traditional NSAIDs. Further investigations on the drug response to coxibs revealed a detrimental effect; the increase of myocardial infarctions, and the withdrawal of Vioxx from the market. The current theory to explain the harmful effect of coxib suggests the disruption of the platelet-endothelium interaction and selective inhibition of endothelium cox-2 activity depriving the cardiovascular system of vascular prostacyclin with anti-aggregatory activity. The balancing prostanoid theory to explain coxib cardiovascular complications was recently opposed. Recent investigations of Aspirin drug response have unraveled genetic variations in the cox-1 gene that are associated with the occurrence of Aspirin sensitivity or lack of protections against cardiovascular accidents. Screening for cox-1 gene variants will identify susceptible patients and reduce undesirable side-effects associated with Aspirin. Here we review recent findings in the cyclooxygenase-1 pathway and potential impact for the development of therapeutics that would segregate antithrombotic benefit from bleeding risk. Over 100 years following the initial use of Aspirin, cyclooxygenase inhibitors continue to be instrumental in our understanding of cardiovascular homeostasis and how the cyclooxygenase pathways are disrupted in disease.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.008 | 0.004 |
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".