Bayesian methods for pharmacokinetic/pharmacodynamic modeling of pazopanib-induced increases in blood pressure and transaminases

J Clin Pharmacol. 2013 Apr;53(4):377-84. doi: 10.1002/jcph.16. Epub 2013 Feb 4.

Abstract

Relationships between plasma pazopanib concentrations and the probability of elevations in blood pressure, a marker of vascular endothelial growth factor receptor inhibition, and alanine aminotransferase (ALT) were investigated with logistic regression models. Data from a Phase I dose-escalation study in cancer patients (n = 57) were examined to determine the relationship between steady-state trough plasma pazopanib concentrations (Cτ ) and a clinically significant blood pressure increase, using a Bayesian logistic regression model. Data from 5 monotherapy studies in cancer patients (n = 344) were pooled to investigate the relationship between Cτ and maximum ALT ≥ 3× the upper limit of normal (ULN), using a Bayesian logistic regression model incorporating an asymptote. Both models were fit using WinBUGS. The median (95% credible interval, CrI) Cτ at which the probability of a clinically significant increase in blood pressure was 50% (EC50 ) was 12.3 μg/mL (6.12, 18.4). The median (95% CrI) EC50 for the maximum probability of ALT ≥ 3 × ULN was 15.4 μg/mL (3.8, 41.2) and the median (95% CrI) maximum probability of ALT ≥ 3 × ULN was 21% (14.5, 43.1). Results suggest that dose adjustments could be useful in managing the potential for hepatotoxicity.

Publication types

  • Clinical Trial, Phase I
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Alanine Transaminase / blood*
  • Alkaline Phosphatase / blood
  • Angiogenesis Inhibitors / blood
  • Angiogenesis Inhibitors / pharmacology*
  • Aspartate Aminotransferases / blood
  • Bayes Theorem
  • Blood Pressure / drug effects*
  • Humans
  • Indazoles
  • Logistic Models
  • Middle Aged
  • Models, Biological
  • Neoplasms / blood
  • Neoplasms / drug therapy
  • Neoplasms / physiopathology
  • Pyrimidines / blood
  • Pyrimidines / pharmacology*
  • Receptors, Vascular Endothelial Growth Factor / antagonists & inhibitors
  • Sulfonamides / blood
  • Sulfonamides / pharmacology*
  • Young Adult

Substances

  • Angiogenesis Inhibitors
  • Indazoles
  • Pyrimidines
  • Sulfonamides
  • pazopanib
  • Aspartate Aminotransferases
  • Alanine Transaminase
  • Receptors, Vascular Endothelial Growth Factor
  • Alkaline Phosphatase