The PePS2 Trial
PePS2 is a phase II trial of pembrolizumab in performance status 2 (PS2) non-small-cell lung cancer (NSCLC) patients. It is run by the Cancer Research UK Clinical Trials Unit.
PePS2 is an important trial to me because I developed the analysis model as part of my PhD thesis and worked on the trial from almost the very beginning. I published a trial design paper and am glad to say that the trial results are currently under peer review. The investigators and I hope this trial will provide much-needed and much-sought evidence on the merits of giving this PD-L1 blockade drug to PS2 NSCLC patients
I became involved in PePS2 shortly after joining the trials unit in 2014. The trial called for a design that evaluated co-primary response and toxicity outcomes. Naturally, this suggests a Bryant & Day optimal design. However, published data in performance status 0 & 1 NSCLC patients showed that the PD-L1 tumour proportion score biomarker was strongly predictive of response. There was also evidence that first-line patients did better than subsequent-line patients. We expected each of these variables to remain predictive in the performance status 2 population and wanted to stratify the analysis by these variables. Unfortunately, Bryant & Day's design assumes an homogeneous population so does not admit explanatory variables.
I happened to be working on a dose-finding trial at the time that used the EffTox design of Thall & Cook (2004) to appraise joint efficacy and toxicity rates at different doses of experimental agents. It struck me on a cycle home that the EffTox design could be adjusted with variables reflecting PD-L1 and line-of-therapy status in place of dose to study our co-primary outcomes whilst adjusting for our putative predictive factors. I worked up the design as part of my PhD, eventually published a design paper, and used the model to conduct a Bayesian analysis of the trial outcomes.
The results for PePS2 were published in March 2020 in Lancet Respiratory Medicine. There are links below.
- PePS2 Results
- Pembrolizumab in patients with non-small-cell lung cancer of performance status 2 (PePS2) - a single arm, phase 2 trial
- The trialr package
- A Phase II Clinical Trial Design for Associated Co-primary Efficacy and Toxicity Outcomes with Baseline Covariates
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