Comparative Outcomes of Unilateral vs Bilateral Revascularization in Moyamoya Disease: A Multicenter Retrospective Study
Bibliographic record
Abstract
BACKGROUND AND OBJECTIVES: Moyamoya disease (MMD) is characterized by progressive steno-occlusion of the internal carotid arteries, leading to compensatory collateral vessel formation. The optimal surgical approach for MMD remains debated, with bilateral revascularization potentially offering more comprehensive protection but involving more extensive surgery compared to unilateral revascularization. This study aims to compare bilateral revascularization and unilateral revascularization short-term safety profile in the treatment of MMD. METHODS: This multicenter retrospective study included patients with MMD who underwent surgical revascularization at 13 academic institutions. Patients were categorized into unilateral and bilateral revascularization groups. Data collected included demographics, clinical characteristics, and outcomes. Propensity score matching was used to balance baseline characteristics. Statistical analyses were conducted using Stata (V.17.0; StataCorp). RESULTS: A total of 497 patients were included, including 90 who had bilateral revascularization and 407 who had unilateral revascularization. Bilateral revascularization was associated with more perioperative asymptomatic strokes (10% vs 2.4%; odds ratio [OR] 4.41, 95% CI 1.73 to 11.19, P = .002) and higher rates of excellent functional outcomes (modified Rankin Scale 0-1) at discharge (92.2% vs 79.1%; OR 3.12, 95% CI 1.39 to 7, P = .006). After propensity score matching, 57 matched pairs were analyzed. There was a higher rate, though not statistically significant difference, of perioperative stroke in the bilateral revascularization group (15.7% vs 8.7%; OR 1.95, 95% CI 0.61 to 6.22, P = .26). No significant differences were noted in modified Rankin scale 0 to 1 and 0 to 2 scores at discharge, National Institute of Health Stroke Scale at discharge, intraoperative complications, or length of hospital stay. The follow-up stroke rates were also not significantly different (OR 0.40, 95% CI 0.11 to 1.39, P = .15). CONCLUSION: This study found no significant differences between bilateral and unilateral revascularization in MMD. Patients who had bilateral revascularization had higher tendency of perioperative stroke, though not statistically significant. Further prospective studies are needed to validate these results.
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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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 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 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".