Clopidogrel Use in End‐Stage Kidney Disease
Bibliographic record
Abstract
Clopidogrel irreversibly binds to the P2Y12 platelet receptor and acts as a potent inhibitor of platelet activation and aggregation. It is currently recommended for the prevention of cardiovascular events in patients with acute coronary syndromes, recent ischemic stroke, and peripheral arterial disease. Clopidogrel is a prodrug requiring hepatic conversion into its active metabolite. In the general population, genetic polymorphisms in the CYP2C19 gene interfering with hepatic conversion and the ABCB1 gene interfering with gut absorption of clopidogrel, account for the large interindividual response to clopidogrel and clopidogrel resistance. Chronic kidney disease (CKD) and ESKD are independent risk factors for clopidogrel resistance; 50-80% of patients with ESKD have high on-treatment residual platelet reactivity when treated with clopidogrel. This may partially explain the abysmal outcomes for patients with kidney disease post coronary intervention. Several assays are used to determine residual on-treatment platelet reactivity; however, their use in tailoring the suitability of clopidogrel treatment in patients with ESKD is unclear. Although clopidogrel decreased cardiovascular events in the general population after acute coronary syndromes and percutaneous intervention in the CURE and CREDO trials, a reanalysis of these studies in patients with CKD (eGFR <60 ml/minute) showed either a reduced or no benefit from clopidogrel treatment. ESKD patients were not represented in these two large trials; this is true for most of the trials that established clopidogrel as an integral part of the therapeutic armamentarium for cardiovascular disease. Furthermore, clopidogrel has been associated with an increased risk of death, death from bleeding, and hospitalization for bleeding in patients with ESKD. In conclusion, current evidence suggests that ESKD patients may not derive the same benefits from clopidogrel therapy as the general population and this therapy may be associated with harm. Properly designed observational studies and randomized controlled trials are needed to establish the role of clopidogrel in patients with ESKD, the use of platelet assays to tailor therapy, and the role of other antiplatelet agents such as prasugrel or ticagrelor in patients who exhibit high on-treatment residual platelet reactivity.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.004 | 0.003 |
| Bibliometrics | 0.001 | 0.001 |
| 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 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".