Safety and clinical activity of MK-3475 in previously treated patients (pts) with non-small cell lung cancer (NSCLC).
Bibliographic record
Abstract
8020 Background: This Phase I study evaluated the safety, tolerability, and clinical activity of MK-3475, a selective anti-PD-1 antibody that blocks the interaction between programmed death-1 (PD-1) on T-cells and PD-L1 and PD-L2 on tumor cells in pts with previously-treated, progressive locally advanced or metastatic NSCLC. Methods: Previously-treated pts with NSCLC whose tumors expressed any detectable PD-L1 using a preliminary immunohistochemical assay were randomized to MK-3475 at 10 mg/kg every 2 weeks (Q2W) or 3 weeks (Q3W). Some pts with tumors without PD-L1 expression who had received ≥2 prior lines of therapy were treated with MK-3475 at 10 mg/kg Q2W. At least 1 measurable tumor lesion, ECOG performance status of 0-1, adequate organ function, and new tumor biopsy ≤60 days prior to study entry were required. Tumor response was assessed every 9 wks until disease progression by investigator review using immune-related response criteria (irRC) and independent central review using RECIST 1.1. Results: 450 pts provided tissue for PD-L1 assessment; 305 were eligible based on PD-L1 tumor staining. 221 pts (n=102, Q2W [including 43 whose tumors did not express PD-L1]; n=119, Q3W) began treatment between Feb 2013 and Oct 2013. 48% of pts experienced drug-related adverse events (AEs), usually grade 1-2 in severity, most commonly fatigue (13%), decreased appetite (6.5%), arthralgia (6.1%), pruritus (5.4%), rash (4.7%), and pyrexia (3.6%). The incidence of grade 3/4 drug-related AEs was 6%. There were 3 cases of drug-related grade 3/4 pneumonitis. The preliminary ORR (confirmed & unconfirmed by irRC/RECIST) in all pts was 15%/21% (16%/24% for pts with PD-L1 expressing tumors [19%/31% 10 mg/kg Q2W, 15%/22% 10 mg/kg Q3W], 10%/8% for pts without PD-L1 tumor expression. 40% of pts had <18 wks of follow-up and 69 pts (33%) remain on treatment. A mature dataset will be available for presentation, including correlation between level of tumor PD-L1 expression and response rates. Conclusions: In this cohort of over 200 pts, treatment with MK-3475 was generally well tolerated and provided robust antitumor activity in previously-treated pts with progressive locally advanced or metastatic NSCLC that expressed PD-L1. Clinical trial information: NCT01295827.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| 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) | 0.002 | 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 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".