Intraarterial chemotherapy and osmotic blood‐brain barrier disruption for patients with embryonal and germ cell tumors of the central nervous system
Bibliographic record
Abstract
BACKGROUND: The rate of durable responses in embryonal and certain germ cell tumors of the central nervous system (CNS) is unsatisfactory. Intraarterial chemotherapy and osmotic blood-brain barrier disruption (IA/BBBD) increases drug delivery to the CNS. METHODS: Data of patients treated with carboplatin or methotrexate-based IA/BBBD on prospective phase 2 trials conducted at 3 centers were collected. Study outcomes included overall survival (OS), time to progression (TTP), and toxicity. RESULTS: Fifty-four patients were treated. Twenty-seven patients received IA/BBBD as salvage treatment. The median OS was 2.8 years for all patients, 2.5 years for supratentorial and disseminated primitive neuroectodermal tumors (PNETs, n = 29), 1.7 years for medulloblastomas (n = 12), and 5.4 years for germ cell tumors (n = 13). OS and TTP for all patients were better with a Karnofsky Performance Status > or =70% (P = .0013 and .0070) and IA/BBBD as first-line treatment (P = .0059 and .029). In PNETs, OS was higher with pineal location (P = .045) and IA/BBBD as first-line treatment (P = .0036), and TTP was improved with radiotherapy before IA/BBBD (P = .036) and IA/BBBD as first-line treatment (P = .0079). Seventeen of 54 patients (31%) are alive, and 16 are alive at 4+ to 18+ years. Three survivors were not treated with radiotherapy and 4 were treated with focal radiotherapy only. The patients who were not irradiated did not develop dementia. CONCLUSIONS: Survival and toxicity data appear promising, considering the cohort's adverse prognostic profile. A plateau in survival curves suggests a cure for some patients. Long-term survival may be achieved with focal or reduced-dose radiotherapy in some IA/BBBD patients.
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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) | 0.000 | 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 | 0.000 |
| 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".