Pembrolizumab with low dose carboplatin for recurrent platinum resistant ovarian, fallopian tube, and primary peritoneal cancer-interim results.
Bibliographic record
Abstract
5519 Background: Pembrolizumab has shown activity in advanced recurrent ovarian cancer (AOC) with an 8% response rate and median progression-free survival (PFS) of 2.1 months reported in KEYNOTE-100. Because platinum chemotherapies also induce T cell proliferation and enhance tumor cell recognition through PD-1/PD-L, we assessed the safety and activity of pembrolizumab with carboplatin in platinum resistant AOC. Methods: Key eligibility criteria for this Phase 1/2 single arm trial were platinum resistant AOC, fallopian tube, or peritoneal cancer, progression after subsequent systemic therapy, and ECOG PS 0-1. Pembrolizumab 200mg was given on Day 1 and carboplatin AUC 2 on Day 8 and 15 of a 3 week cycle until progression, unacceptable toxicity, or consent withdrawal. Imaging was done before cycles 4 and 8, then every 3 months and unconfirmed objective response assessed by blinded independent review per RECIST 1.1. Adverse events (AEs) were reported per Common Terminology for Adverse Events v5.0. PD-L1 expression was assessed by immunohistochemistry. Results: 27 patients (median age: 64) had received a median of 5 (range: 2-9) prior lines of systemic therapy, which included bevacizumab in 74% of patients. The most common treatment related (TR) AEs were lymphopenia (18%) and anemia (9%). The majority of TR AEs were grade 1 or 2 (93%). 6% of AEs were grade 3 with lymphopenia the most common. Two grade 4 AEs were neutropenia and lymphopenia. Of 23 patients evaluable for best objective response, 13.0% (95% CI, 2.7-33.6) had partial response (PR), 65.2% (95% CI, 42.7-83.6) had stable disease (SD), and 21.7% (95% CI, 7.4-43.7) had progression. 7 of the 23 evaluable patients (30.4%) had archival tumor with modified percent scoring ≥5 for PD-L1 and all achieved PR (3/7, 42.8%) or SD (4/7, 57.2%). Overall median PFS was 4.6 months (95% CI, 2.7-6.2). Rate of PFS at 6 months was 40.4% (95% CI, 25.5-65.5). Median follow-up is 6.2 months and PFS is based on current data, but 8 patients remain on study and estimates will be updated. Conclusions: Pembrolizumab with low dose carboplatin was well tolerated and showed activity in heavily pretreated platinum resistant AOC. Survival and biomarker analyses are ongoing. Clinical trial information: NCT03029598.
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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 | 0.004 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 0.002 |
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".