Related Experiment Video
Updated: Mar 31, 2026

An Efficient Method for Directed Hepatocyte-Like Cell Induction from Human Embryonic Stem Cells
Published on: May 6, 2021
Evaluation of Normalization Methods To Predict CYP3A4 Induction in Six Fully Characterized Cryopreserved Human
Hélène Vermet1, Nathalie Raoust1, Robert Ngo1
1Drug Disposition Domain, Disposition, Safety and Animal Research Scientific Core Platform (H.V., N.R., R.N., S.K., G.F., X.B.); Biostatistics and Programming, Clinical Sciences & Operations, Scientific Core Platform (L.E.), Sanofi Recherche & Développement, Montpellier, France.
Abstract:
Prediction of drug-drug interactions due to cytochrome P450 isoform 3A4 (CYP3A4) overexpression is important because this CYP isoform is involved in the metabolism of about 30% of clinically used drugs from almost all therapeutic categories. Therefore, it is mandatory to attempt to predict the potential of a new compound to induce CYP3A4. Among several in vitro-in vivo extrapolation methods recently proposed in the literature, an approach using a scaling factor, called a d factor, for a given hepatocyte batch to provide extrapolation between in vitro induction data and clinical outcome has been adopted by leading health authorities. We challenged the relevance of the calibration factor determined using a set of 15 well-known clinical CYP3A4 inducers or the potent CYP3A4 inducer rifampicin only. These investigations were conducted using six batches of human hepatocytes and an established HepaRG cell line. Our findings show that use of a calibration factor is preferable for clinical predictions, as shown previously by other investigators. Moreover, the present results also suggest that the accuracy of prediction through calculation of this factor is sufficient when rifampicin is considered alone, and the use of a larger set of fully characterized CYP3A4 clinical inducers is not required. For the established HepaRG cell line, the findings obtained in three experiments using a single batch of cells show a good prediction accuracy with or without the d factor. Additional investigations with different batches of HepaRG cell lines are needed to confirm these results.

