A Quantitative Approach to the Prediction of Drug-Drug Interactions Mediated by Cytochrome P450 2C8 Inhibition

Expert Opin Drug Metab Toxicol. 2021 Nov;17(11):1345-1352. doi: 10.1080/17425255.2021.1998453. Epub 2021 Nov 2.

Abstract

Background: Ohno and Colleagues proposed an approach for predicting drug-drug interactions (DDIs) mediated by cytochrome P450 (CYP) 3A4 based on the use of the ratio of the inhibited to non-inhibited area under the plasma concentration time curve (AUC) of substrates to estimate the fraction of the dose metabolized via CYP3A4 (contribution ratio, CR) and the in vivo inhibitory potency of a perpetrator (inhibition ratio, IR). This study evaluated the performance of this approach on DDIs mediated by CYP2C8 inhibitors.

Research design and methods: Initial estimates of CR and IR of CYP2C8 substrates and inhibitors were calculated for 33 DDI in vivo studies. The approach was externally validated with 17 additional studies. Bayesian orthogonal regression was used to refine the estimates of the parameters. Assessment of prediction success was conducted by plotting observed versus predicted AUC ratios.

Results: Final estimates of CRs and IRs were obtained for 19 CYP2C8 substrates and 23 inhibitors, respectively. The method demonstrated good predictive capacity, with only two values outside of the prespecified limits.

Conclusions: The approach may help to adapt dose regimens for CYP2C8 substrates when given in combination with CYP2C8 inhibitors and to map the potential DDIs of new molecular entities.

Keywords: CYP2C8 inhibition; Prediction; drug–drug interactions; static semi-physiological model.

MeSH terms

  • Bayes Theorem
  • Cytochrome P-450 CYP2C8
  • Cytochrome P-450 CYP2C8 Inhibitors*
  • Cytochrome P-450 CYP3A
  • Drug Interactions*
  • Humans
  • Pharmaceutical Preparations

Substances

  • Cytochrome P-450 CYP2C8 Inhibitors
  • Pharmaceutical Preparations
  • Cytochrome P-450 CYP2C8
  • Cytochrome P-450 CYP3A