Brain Frailty and Functional Outcomes After Thrombolysis for Acute Ischemic Stroke
Bibliographic record
Abstract
Importance: The cumulative burden of chronic vascular and neurodegenerative changes contributes to brain frailty, which may reduce the brain's capacity to recover from acute ischemic stroke (AIS). The association between brain frailty markers and poststroke outcomes after thrombolysis is unclear. Objective: To evaluate associations between brain frailty assessed on non-contrast-enhanced computed tomography (NCCT) and magnetic resonance imaging (MRI) and functional outcome in patients with AIS treated with intravenous thrombolysis. Design, Setting, and Participants: This cohort study was a post hoc analysis of the Alteplase compared to Tenecteplase (AcT) trial, an investigator-led, registry-linked, parallel-group, open-label, randomized clinical trial that enrolled patients between December 10, 2019, and January 25, 2022, at 22 primary and comprehensive stroke centers across Canada. Participants included adults 18 years or older diagnosed with ischemic stroke causing disabling neurological deficit, presenting within 4.5 hours of symptom onset, and meeting Canadian guidelines for thrombolysis. Markers of brain frailty (cortical and subcortical atrophy, white matter changes [Fazekas score, grouped as 0, 1-2, and 3-6], lacunes, chronic infarctions, and [on MRI] microbleeds, siderosis, and enlarged perivascular spaces) were retrospectively assessed while reviewers were blinded to outcome variables. Analyses were performed from July 24, 2024, to March 25, 2025. Exposures: Patients underwent baseline NCCT and were randomized to receive intravenous thrombolysis with alteplase (0.9 mg/kg) or tenecteplase (0.25 mg/kg). Some patients also received posttreatment brain MRI. Main Outcomes and Measures: The primary outcome was excellent functional outcome (modified Rankin Scale [mRS] score of 0-1) at 90 days. Secondary outcomes included 90-day ordinal mRS score (trichotomized as 0-2, 3-4, and 5-6), symptomatic intracerebral hemorrhage, and mortality. Sensitivity analyses were performed in patients with available MRI scans. Results: Among the 1568 patients (median age, 74 [IQR, 63-83] years; 817 male [52.1%]) with interpretable NCCT findings, after correcting for multiple comparisons, higher total Fazekas score of 3 to 6 compared with 0 was associated with lower odds of a 90-day mRS score of 0 to 1 (adjusted odds ratio [OR], 0.40 [95% CI, 0.24-0.65]). Total Fazekas score (adjusted common OR [ACOR], 2.80 [95% CI, 1.88-4.16]), cortical atrophy (ACOR, 2.65 [95% CI. 1.63-4.32]), and total brain frailty score (ACOR, 3.15 [95% CI, 1.87-5.33]) were each associated with worse ordinal mRS, but were not associated with safety outcomes. Conclusions and Relevance: In this cohort study of patients with AIS treated with intravenous thrombolysis, brain frailty markers-particularly white matter changes, cortical atrophy, and total brain frailty-were associated with worse outcomes. Consideration of these neuroimaging markers may better inform clinicians and patients about treatment expectations from thrombolytic therapy.
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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) | 0.001 | 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 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".