Dual Antiplatelet Treatment up to 72 Hours After Ischemic Stroke Stratified by Risk Profile: A Post Hoc Analysis
Bibliographic record
Abstract
BACKGROUND: Risk profile of recurrence may influence the effect of antiplatelet therapy. This study aimed to evaluate the efficacy and safety of clopidogrel-aspirin initiated within 72 hours after symptom onset for acute mild stroke or high-risk transient ischemic attack stratified by risk profile. METHODS: This is a secondary post hoc analysis of the INSPIRES (Intensive Statin and Antiplatelet Therapy for Acute High-risk Intracranial or Extracranial Atherosclerosis) randomized clinical trial that enrolled patients 35 to 80 years old with acute mild ischemic stroke or high-risk transient ischemic attack between 2018 and 2022. Patients were stratified into different groups based on the Essen Stroke Risk Score (ESRS) and modified ESRS. The primary efficacy outcome was any new stroke within 90 days. The primary safety outcome was moderate-to-severe bleeding within 90 days. RESULTS: Among 6100 patients (3050 each in the clopidogrel-aspirin group and aspirin group), the median age was 65 years (interquartile range, 57–71 years), and 3915 (64.2%) were male. Clopidogrel-aspirin was associated with a reduced risk of new stroke in patients with an ESRS of <3 (hazard ratio [HR], 0.67 [95% CI, 0.52–0.86]), but not in those with an ESRS of ≥3 (HR, 0.92 [95% CI, 0.72–1.18]), compared with aspirin ( P interaction =0.07). Similar results were found in patients stratified by modified ESRS (modified ESRS <6 in male and <5 in female: HR, 0.68 [95% CI, 0.55–0.83]; modified ESRS ≥6 in male and ≥5 in female: HR, 1.14 [95% CI, 0.82–1.59]; P interaction =0.01). The association between antiplatelet therapy and the moderate-to-severe bleeding did not differ across risk profile subgroups (ESRS of <3: HR, 1.35 [95% CI, 0.54–3.35]; ESRS of ≥3: HR, 3.21 [95% CI, 1.18–8.78]; P interaction =0.21; modified ESRS of <6 in male and <5 in female: HR, 1.96 [95% CI, 0.88–4.36]; modified ESRS of ≥6 in male and ≥5 in female: HR, 2.27 [95% CI, 0.70–7.39]; P interaction =0.85). CONCLUSIONS: This post hoc analysis of the INSPIRES trial showed that patients with a low level of risk profile assessed by ESRS received greater benefit from clopidogrel-aspirin initiated within 72 hours after symptom onset than aspirin alone. REGISTRATION: URL: https://www.clinicaltrials.gov ; Unique identifier: NCT03635749.
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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 | 0.005 | 0.006 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.004 | 0.010 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".