Development of a Korean-specific virtual population for physiologically based pharmacokinetic modelling and simulation

Biopharm Drug Dispos. 2019 Apr;40(3-4):135-150. doi: 10.1002/bdd.2178.

Abstract

Physiologically based pharmacokinetic (PBPK) modelling and simulation is a useful tool in predicting the PK profiles of a drug, assessing the effects of covariates such as demographics, ethnicity, genetic polymorphisms and disease status on the PK, and evaluating the potential of drug-drug interactions. We developed a Korean-specific virtual population for the SimCYP® Simulator (version 15 used) and evaluated the population's predictive performance using six substrate drugs (midazolam, S-warfarin, metoprolol, omeprazole, lorazepam and rosuvastatin) of five major drug metabolizing enzymes (DMEs) and two transporters. Forty-three parameters including the proportion of phenotypes in DMEs and transporters were incorporated into the Korean-specific virtual population. The simulated concentration-time profiles in Koreans were overlapped with most of the observed concentrations for the selected substrate drugs with a < 2-fold difference in clearance. Furthermore, we found some drug models within the SimCYP® library can be improved, e.g., the minor allele frequency of ABCG2 and the fraction metabolized by UGT2B15 should be incorporated for rosuvastatin and lorazepam, respectively. The Korean-specific population can be used to evaluate the impact of ethnicity on the PKs of a drug, particularly in various stages of drug development.

Keywords: pharmacogenetics; pharmacokinetics; phenotype; physiologically based pharmacokinetics; population.

MeSH terms

  • Adult
  • Asian People*
  • Computer Simulation
  • Cytochrome P-450 Enzyme System / metabolism
  • Female
  • Glucuronosyltransferase / metabolism
  • Humans
  • Liver-Specific Organic Anion Transporter 1 / metabolism
  • Lorazepam / pharmacokinetics
  • Male
  • Metoprolol / pharmacokinetics
  • Midazolam / pharmacokinetics
  • Middle Aged
  • Models, Biological*
  • Omeprazole / pharmacokinetics
  • Rosuvastatin Calcium / pharmacokinetics
  • Software*
  • Warfarin / pharmacokinetics
  • Young Adult

Substances

  • Liver-Specific Organic Anion Transporter 1
  • SLCO1B1 protein, human
  • Warfarin
  • Rosuvastatin Calcium
  • Cytochrome P-450 Enzyme System
  • Glucuronosyltransferase
  • Metoprolol
  • Omeprazole
  • Lorazepam
  • Midazolam