Microbubble-enhanced transcranial focused ultrasound with temozolomide for patients with high-grade glioma (BT008NA): a multicentre, open-label, phase 1/2 trial
Bibliographic record
Abstract
BACKGROUND: Brain-infiltrating tumour cells from high-grade glioma remain shielded from drug treatments by the blood-brain barrier, leading to inevitable recurrence. Microbubble-enhanced transcranial focused ultrasound (MB-FUS) enables controlled blood-brain barrier opening (BBBO), permitting localised drug delivery. We aimed to assess safety and feasibility of MB-FUS plus standard-of-care chemotherapy for individuals with high-grade glioma. METHODS: of body surface area). MRI-guided, 220 kHz transcranial MB-FUS treatments were delivered in periresectional (tumour-infiltrative) regions, on any of the first 3 days of a 28-day temozolomide cycle, for up to six cycles. Primary outcomes were safety (adverse events) and feasibility (BBBO: new contrast enhancement on post-procedure T1-weighted MRI). Protocol-prespecified secondary outcomes were overall survival and progression-free survival. Analyses were done in the intention-to-treat population. This trial is registered at ClinicalTrials.gov, NCT03551249 (USA) and NCT03616860 (Canada), and is closed to enrolment. FINDINGS: Between Oct 16, 2018, and March 9, 2022, we enrolled 34 participants, all evaluable for prespecified primary and secondary endpoints, with a mean age of 51·5 years (SD 13·0) and median follow-up 44·5 months (95% CI 34·9-57·3). By self-reporting, 18 (53%) participants were female and 16 (47%) male, 28 (82%) were White, and 34 (100%) were non-Hispanic. 176 adverse events were captured: 54 (31%) chemotherapy-related, 10 (6%) disease-related, 87 (49%) related to undergoing MB-FUS (40 [46%] grade 1, 46 [53%] grade 2, and one [1%] grade 3), and 25 (14%) unrelated. Two (1%) of the adverse events were grade 5 (disease-related deaths), three (2%) grade 4 (temozolomide-related haematological abnormalities), and eight (5%) grade 3 (three [2%] temozolomide-related, one [1%] MB-FUS-related, three [2%] disease-related, and one [1%] unrelated); these occurred across seven (21%) of 34 participants. No treatment-related deaths occurred during the trial. BBBO was visualised in all treatments. Median overall survival was 31·3 months (95% CI 21·1-not reached) and median progression-free survival was 13·5 months (9·9-26·9) with patient-specific disease courses found concordant with trajectories of MB-FUS-enriched plasma cell-free DNA. INTERPRETATION: MB-FUS plus temozolomide is a safe combinatorial therapeutic approach for individuals with high-grade glioma, with the potential to improve survival and enable non-invasive plasma biomarker-based disease surveillance (sono-liquid biopsy), warranting randomised controlled trials. FUNDING: National Institutes of Health and Insightec.
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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 | 0.001 | 0.000 |
| 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".