De-escalation of P2Y12 Inhibitor Use After Percutaneous Coronary Intervention and Acute Coronary Syndromes
Bibliographic record
Abstract
BackgroundDe-escalation from potent platelet P2Y12 inhibitors to clopidogrel is common. Despite having a clinical rationale, non-bleeding-related de-escalation when a lateral change between potent agents is an option may put patients at increased ischemic risk. We set out to define the scope of P2Y12 inhibitor de-escalation in a large clinical registry and evaluate the potential impact of non-bleeding-related de-escalation on clinical outcomes.Methods: A retrospective cohort study was performed on consecutive patients in the Cardiovascular Percutaneous Intervention Trial (CAPITAL) registry to identify those who underwent a switch in therapy within 1 year of percutaneous coronary intervention. The de-escalations were categorized as bleeding-related or non-bleeding-related. The primary outcome was major adverse cardiovascular events, a composite of death, myocardial infarction, and stroke. Secondary outcomes included individual components of major adverse cardiovascular events and a safety endpoint of thrombolysis in myocardial infarction bleeding.ResultsOf 1854 patients, 209 (11.3%) underwent de-escalation: 24.9% of cases were bleeding-related, 37.8% were non-bleeding-related, and 37.3% were for unknown reasons. All patients with non-bleeding-related de-escalation were switched from ticagrelor to clopidogrel. The primary outcome occurred in 14 (6.7%) patients, of which 50% underwent non-bleeding-related de-escalation (P = 0.430). Among those with non-bleeding-related de-escalation, 7.6% were hospitalized for myocardial infarction, compared to 1.9% and 3.8% among those with a bleeding-related and unknown rationale, respectively (P = 0.293).ConclusionsDe-escalation, particularly non-bleeding-related de-escalation, of P2Y12 inhibitors is common. A substantial proportion of such de-escalation may be avoidable. Given the potential risk of ischemic complications, strategies should be considered to encourage both the upfront use of potent P2Y12 inhibitors and alternative strategies to de-escalation.
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How this classification was reachedexpand
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 | 0.000 |
| 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) | 0.001 | 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 teacher head, 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".