MDNA55 survival in recurrent glioblastoma (rGBM) patients expressing the interleukin-4 receptor (IL4R) as compared to a matched synthetic control.
Bibliographic record
Abstract
2513 Background: MDNA55 is an engineered IL-4 fused to pseudomonas exotoxin A being developed for GBM, an aggressive, universally fatal disease. No curative therapy exists and 75% of patients are not eligible for resection at recurrence. MDNA55 targets IL4R overexpressed in GBM, the immunosuppressive tumor microenvironment, and high expression is associated with poor survival outcomes in GBM. A Ph 2b trial of MDNA55 was completed in rGBM using convection-enhanced delivery to bypass the BBB. Here we report results from the Ph 2b trial and comparison against a matched Synthetic Control Arm (SCA). Methods: MDNA55-05 is an open-label, single-arm study of intratumoral delivery of ≤ 240 μg MDNA55 as a single treatment via ≤ 4 catheters in de novo GBM without IDH1/2 mutation at 1st or 2nd recurrence not eligible for resection, tumors ≤ 4 cm, KPS ≥ 70. IL4R expression in GBM tissues was determined by H-Score using a validated IHC assay. 1 o endpoint is median overall survival (mOS); 2 o endpoint includes the impact of IL4R status on mOS. An eligibility-matched SCA was identified retrospectively from patient registries at major neurosurgery centers with access to GBM tumor tissue banks under IRB-approved protocols. Results: 44 subjects comprise the MDNA55 per protocol analysis population: median age 56 (35 - 77); median dose 177 mg (range 18 – 240 mg), 50% had KPS ≤ 80. No systemic toxicities observed, drug-related AEs were primarily neurological and characteristic of GBM, no deaths attributed to MDNA55. Median OS was 11.6 months (95% CI 7.9 – 15.2). When stratified by IL4R expression, mOS in IL4R High (n = 21) was 15 vs. 8.4 months in IL4R Low (n = 19); p = 0.2175. OS12 is 57% vs. 33%. When compared to the SCA (n = 81), MDNA55 subjects survived significantly longer: mOS 12.4 vs. 7.7 months; p = 0.0077. When comparing IL4R High groups, mOS in MDNA55 (n = 21) was 15.8 vs. 6.2 months in the SCA (n = 17); p = 0.0626. Subgroup analysis in unmethylated MGMT subjects also show better survival with MDNA55 (n = 23) than the SCA (n = 31); mOS 12.3 vs. 7.7 months (p = 0.0268), indicating that MDNA55 may be beneficial in patients resistant to temozolomide. Conclusions: MDNA55 subjects represent a difficult to treat population ( de novo GBM, IDH wild-type, not eligible for surgery at recurrence). Single treatment with MDNA55 prolongs survival by nearly 10 months in a subset of rGBM expressing high levels of IL4R when compared to a matched SCA, providing an unprecedented outcome for this highly lethal disease. Clinical trial information: NCT02858895 .
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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 | 0.001 | 0.004 |
| 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 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".