Abstract 106: Safety and Efficacy of Sonothrombolysis in Acute Ischemic Stroke Patients With Large Vessel Occlusion: International Collaborative Individual Patient Data Meta-Analysis
Bibliographic record
Abstract
Introduction: Conflicting evidence has been published regarding the safety and efficacy of ultrasound-enhanced thrombolysis (sonothrombolysis) in acute ischemic stroke (AIS) patients with large vessel occlusion (LVO). Methods: We conducted an individual participant data meta-analysis of available randomized controlled trials (RCTs) comparing sonothrombolysis with or without addition of microspheres (treatment group) to intravenous thrombolysis alone (control group) in AIS patients with LVO. Results: We included 6 in total RCTs that enrolled 1077 AIS patients. A total of 138 and 134 confirmed LVO patients were randomized to treatment and control groups respectively (median age 68 years, 58% men, median baseline NIHSS score 16). Patients randomized to sonothrombolysis had increased odds of complete recanalization compared to patients receiving intravenous thrombolysis alone (40.3% vs. 22.4%; OR=2.30, 95%CI: 1.05-5.02; adjusted OR=2.33, 95%CI: 1.02-5.34). They also tended to have increased odds of any (complete or partial recanalization (66.4% vs. 53.0%; OR=1.78, 95%CI: 0.95-3.33; adjusted OR=1.85, 95%CI: 0.97-3.53). The likelihood of symptomatic intracranial hemorrhage did not differ between the two groups (7.3% vs. 3.7%, OR=2.52, 95%CI: 0.77-8.29; adjusted OR=2.55, 95%CI: 0.76-8.52). No differences in the likelihood of asymptomatic intracranial hemorrhage (adjusted OR: 1.30, 95%CI: 0.38-4.39), three-month mortality (adjusted OR: 1.23, 95%CI: 0.25-6.05), three-month favorable functional outcome (mRS-scores of 0-1; adjusted OR: 1.43, 95%CI: 0.64-3.19) and three-month functional independence (mRS-scores of 0-2; adjusted OR: 1.43, 95%CI: 0.77-2.64) were documented. Conclusion: Sonothrombolysis was associated with a two-fold increase in the odds of complete recanalization compared to intravenous thrombolysis alone in AIS patients with LVOs. Further study of the safety and efficacy of sonothrombolysis is warranted.
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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 | 0.030 | 0.058 |
| Meta-epidemiology (narrow) | 0.003 | 0.001 |
| Meta-epidemiology (broad) | 0.017 | 0.050 |
| Bibliometrics | 0.004 | 0.005 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.003 | 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".