Using Model-Based "Learn and Confirm" to Reveal the Pharmacokinetics-Pharmacodynamics Relationship of Pembrolizumab in the KEYNOTE-001 Trial

CPT Pharmacometrics Syst Pharmacol. 2017 Jan;6(1):21-28. doi: 10.1002/psp4.12132. Epub 2016 Nov 8.

Abstract

Evaluation of pharmacokinetic/pharmacodynamic (PK/PD) properties played an important role in the early clinical development of pembrolizumab. Because analysis of data from a traditional 3 + 3 dose-escalation design revealed several critical uncertainties, a model-based approach was implemented to better understand these properties. Based on anticipated scenarios for potency and PK nonlinearity, a follow-up study was designed and thoroughly evaluated. Execution of 14,000 virtual trials led to the selection and implementation of a robust design that extended the low-dose range by 200-fold. Modeling of the resulting data demonstrated that pembrolizumab PKs are nonlinear at <0.3 mg/kg every 3 weeks, but linear in the clinical dose range. Saturation of ex vivo target engagement in blood began at ≥1 mg/kg every 3 weeks, and a steady-state dose of 2 mg/kg every 3 weeks was needed to reach 95% target engagement, supporting examination of 2 mg/kg every 3 weeks in ongoing trials in melanoma and other advanced cancers.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Antibodies, Monoclonal, Humanized / pharmacokinetics*
  • Antineoplastic Agents / blood
  • Antineoplastic Agents / pharmacokinetics*
  • Clinical Trials, Phase I as Topic / statistics & numerical data*
  • Data Interpretation, Statistical
  • Follow-Up Studies
  • Humans
  • Interleukin-2 / antagonists & inhibitors
  • Interleukin-2 / blood
  • Internationality
  • Models, Biological*
  • Multicenter Studies as Topic / statistics & numerical data*

Substances

  • Antibodies, Monoclonal, Humanized
  • Antineoplastic Agents
  • Interleukin-2
  • pembrolizumab