Prediction of CYP3A-Mediated Drug-Drug Interactions Using Human Hepatocytes Suspended in Human Plasma

Cryopreserved human hepatocytes suspended in human plasma (HHSHP) represent an integrated metabolic environment for predicting drug-drug interactions (DDIs). In this study, 13 CYP3A reversible and/or time-dependent inhibitors (TDIs) were incubated with HHSHP for 20 min over a range of concentrations after which midazolam 1′-hydroxylation was used to measure CYP3A activity. This single incubation time method yielded IC50 values for the 13 inhibitors. For each CYP3A inhibitor-victim drug pair, the IC50 value was combined with total average plasma concentration of the inhibitor in humans, fraction of the victim drug cleared by CYP3A, and intestinal availability of the victim drug to predict the ratio of plasma area under the curve of the victim drug in the presence and absence of inhibitor. Of 52 clinical DDI studies using these 13 inhibitors identified in the literature, 85% were predicted by this method within 2-fold of the observed change, and all were predicted within 3-fold. Subsequent studies to determine mechanism (reversible and time-dependent inhibitors) were performed by using a range of incubation periods and inhibitor concentrations. This system differentiated among reversible inhibitors, TDIs, and the combination of both. When the reversible and inactivation parameters were incorporated into predictive models, 65% of 52 clinical DDIs were predicted within 2-fold of the observed changes and 88% were within 3-fold. Thus, HHSHP produced accurate DDI predictions with a simple IC50 determined at a single incubation time regardless of the inhibition mechanism; further if needed, the mechanism(s) of inhibition can be identified.

[1]  Tristan S. Maurer,et al.  A Combined Model for Predicting CYP3A4 Clinical Net Drug-Drug Interaction Based on CYP3A4 Inhibition, Inactivation, and Induction Determined in Vitro , 2008, Drug Metabolism and Disposition.

[2]  D. K. Williams,et al.  Supplementation With Goldenseal (Hydrastis canadensis), but not Kava Kava (Piper methysticum), Inhibits Human CYP3A Activity In Vivo , 2008, Clinical pharmacology and therapeutics.

[3]  Alex Phipps,et al.  Comparison of Different Algorithms for Predicting Clinical Drug-Drug Interactions, Based on the Use of CYP3A4 in Vitro Data: Predictions of Compounds as Precipitants of Interaction , 2009, Drug Metabolism and Disposition.

[4]  M. Schwenk Mucosal biotransformation. , 1988, Toxicologic pathology.

[5]  C. Ernest,et al.  Mechanism-Based Inactivation of CYP3A by HIV Protease Inhibitors , 2005, Journal of Pharmacology and Experimental Therapeutics.

[6]  P. Neuvonen,et al.  Ritonavir's role in reducing fentanyl clearance and prolonging its half-life. , 1999, Anesthesiology.

[7]  R. Kimura,et al.  Hydroxyitraconazole, Formed During Intestinal First-Pass Metabolism of Itraconazole, Controls the Time Course of Hepatic CYP3A Inhibition and the Bioavailability of Itraconazole in Rats , 2008, Drug Metabolism and Disposition.

[8]  R. Yeates,et al.  Interaction between midazolam and clarithromycin: comparison with azithromycin. , 1996, International journal of clinical pharmacology and therapeutics.

[9]  S D Hall,et al.  An in vitro model for predicting in vivo inhibition of cytochrome P450 3A4 by metabolic intermediate complex formation. , 2000, Drug metabolism and disposition: the biological fate of chemicals.

[10]  Masoud Jamei,et al.  Physiologically based mechanistic modelling to predict complex drug-drug interactions involving simultaneous competitive and time-dependent enzyme inhibition by parent compound and its metabolite in both liver and gut - the effect of diltiazem on the time-course of exposure to triazolam. , 2010, European journal of pharmaceutical sciences : official journal of the European Federation for Pharmaceutical Sciences.

[11]  A. Hiller,et al.  A potentially hazardous interaction between erythromycin and midazolam. , 1993, Clinical pharmacology and therapeutics.

[12]  D. Greenblatt,et al.  Differentiation of intestinal and hepatic cytochrome P450 3A activity with use of midazolam as an in vivo probe: Effect of ketoconazole , 1999, Clinical pharmacology and therapeutics.

[13]  P. Neuvonen,et al.  Midazolam should be avoided in patients receiving the systemic antimycotics ketoconazole or itraconazole. , 1995, Clinical pharmacology and therapeutics.

[14]  J. Unadkat,et al.  Impact of Ignoring Extraction Ratio When Predicting Drug-Drug Interactions, Fraction Metabolized, and Intestinal First-Pass Contribution , 2010, Drug Metabolism and Disposition.

[15]  Karthik Venkatakrishnan,et al.  Mechanism-Based Inactivation of Human Cytochrome P450 Enzymes and the Prediction of Drug-Drug Interactions , 2007, Drug Metabolism and Disposition.

[16]  M. Leider Goodman & Gilman's The Pharmacological Basis of Therapeutics , 1985 .

[17]  P. Neuvonen,et al.  The area under the plasma concentration–time curve for oral midazolam is 400-fold larger during treatment with itraconazole than with rifampicin , 1998, European Journal of Clinical Pharmacology.

[18]  L. Ereshefsky,et al.  Pharmacokinetic and Pharmacodynamic Interactions of Oral Midazolam with Ketoconazole, Fluoxetine, Fluvoxamine, and Nefazodone , 2003, Journal of clinical pharmacology.

[19]  Chuang Lu,et al.  Prediction of Pharmacokinetic Drug-Drug Interactions Using Human Hepatocyte Suspension in Plasma and Cytochrome P450 Phenotypic Data. III. In Vitro-in Vivo Correlation with Fluconazole , 2008, Drug Metabolism and Disposition.

[20]  E. Kharasch,et al.  Sensitivity of Intravenous and Oral Alfentanil and Pupillary Miosis as Minimally Invasive and Noninvasive Probes for Hepatic and First‐Pass CYP3A Activity , 2005, Journal of clinical pharmacology.

[21]  Chuang Lu,et al.  A Novel Model for the Prediction of Drug-Drug Interactions in Humans Based on in Vitro Cytochrome P450 Phenotypic Data , 2007, Drug Metabolism and Disposition.

[22]  L. Goodman,et al.  The Pharmacological Basis of Therapeutics , 1941 .

[23]  E. Kharasch,et al.  Intravenous and oral alfentanil as in vivo probes for hepatic and first‐pass cytochrome P450 3A activity: Noninvasive assessment by use of pupillary miosis , 2004, Clinical pharmacology and therapeutics.

[24]  R. Riley,et al.  EVALUATION OF TIME-DEPENDENT CYTOCHROME P450 INHIBITION USING CULTURED HUMAN HEPATOCYTES , 2006, Drug Metabolism and Disposition.

[25]  C. Lines,et al.  Effects of aprepitant on cytochrome P450 3A4 activity using midazolam as a probe , 2003, Clinical pharmacology and therapeutics.

[26]  Caroline A. Lee,et al.  EVALUATION OF TIME-DEPENDENT INACTIVATION OF CYP3A IN CRYOPRESERVED HUMAN HEPATOCYTES , 2005, Drug Metabolism and Disposition.

[27]  S. Hall,et al.  Prediction of cytochrome P450 3A inhibition by verapamil enantiomers and their metabolites. , 2004, Drug metabolism and disposition: the biological fate of chemicals.

[28]  P. Neuvonen,et al.  Effect of voriconazole on the pharmacokinetics and pharmacodynamics of intravenous and oral midazolam. , 2006, Clinical pharmacology and therapeutics.

[29]  Ying-Hong Wang,et al.  Confidence Assessment of the Simcyp Time-Based Approach and a Static Mathematical Model in Predicting Clinical Drug-Drug Interactions for Mechanism-Based CYP3A Inhibitors , 2010, Drug Metabolism and Disposition.

[30]  H. Einolf Comparison of different approaches to predict metabolic drug–drug interactions , 2007, Xenobiotica; the fate of foreign compounds in biological systems.

[31]  W. L. Nelson,et al.  ROLE OF ITRACONAZOLE METABOLITES IN CYP3A4 INHIBITION , 2004, Drug Metabolism and Disposition.

[32]  L. Kaminsky,et al.  Small intestinal cytochromes P450. , 1991, Critical reviews in toxicology.

[33]  J. Backman,et al.  Dose of midazolam should be reduced during diltiazem and verapamil treatments. , 1994, British journal of clinical pharmacology.

[34]  G. Muirhead,et al.  Pharmacokinetic interactions between sildenafil and saquinavir/ritonavir. , 2000, British journal of clinical pharmacology.

[35]  D. Greenblatt,et al.  Alprazolam‐ritonavir interaction: Implications for product labeling , 2000, Clinical pharmacology and therapeutics.

[36]  D. Greenblatt,et al.  Differential Impairment of Triazolam and Zolpidem Clearance by Ritonavir , 2000, Journal of acquired immune deficiency syndromes.

[37]  L. Benet,et al.  The effects of ketoconazole on the intestinal metabolism and bioavailability of cyclosporine , 1995, Clinical pharmacology and therapeutics.

[38]  A. Telenti,et al.  Oral administration of a low dose of midazolam (75 μg) as an in vivo probe for CYP3A activity , 2004, European Journal of Clinical Pharmacology.

[39]  P. Neuvonen,et al.  Effect of itraconazole and terbinafine on the pharmacokinetics and pharmacodynamics of midazolam in healthy volunteers , 1995, British journal of clinical pharmacology.

[40]  J. Houston,et al.  The Utility of in Vitro Cytochrome P450 Inhibition Data in the Prediction of Drug-Drug Interactions , 2006, Journal of Pharmacology and Experimental Therapeutics.

[41]  Chuang Lu,et al.  Prediction of Pharmacokinetic Drug-Drug Interactions Using Human Hepatocyte Suspension in Plasma and Cytochrome P450 Phenotypic Data. II. In Vitro-in Vivo Correlation with Ketoconazole , 2008, Drug Metabolism and Disposition.

[42]  N. Oberlies,et al.  Clinical relevance of the small intestine as an organ of drug elimination: drug–fruit juice interactions , 2007, Expert opinion on drug metabolism & toxicology.

[43]  Sara K Quinney,et al.  Semiphysiologically Based Pharmacokinetic Models for the Inhibition of Midazolam Clearance by Diltiazem and Its Major Metabolite , 2009, Drug Metabolism and Disposition.

[44]  A. Rostami-Hodjegan,et al.  'In silico' simulations to assess the 'in vivo' consequences of 'in vitro' metabolic drug-drug interactions. , 2004, Drug discovery today. Technologies.

[45]  Jouni Ahonen,et al.  The Effect of the Systemic Antimycotics, Itraconazole and Fluconazole, on the Pharmacokinetics and Pharmacodynamics of Intravenous and Oral Midazolam , 1996, Anesthesia and analgesia.

[46]  P. Neuvonen,et al.  Effect of saquinavir on the pharmacokinetics and pharmacodynamics of oral and intravenous midazolam , 1999, Clinical pharmacology and therapeutics.

[47]  W. L. Nelson,et al.  STEREOCHEMICAL ASPECTS OF ITRACONAZOLE METABOLISM IN VITRO AND IN VIVO , 2006, Drug Metabolism and Disposition.

[48]  A. Galetin,et al.  IC50-based approaches as an alternative method for assessment of time-dependent inhibition of CYP3A4 , 2010, Xenobiotica; the fate of foreign compounds in biological systems.

[49]  J. Gorski,et al.  The contribution of intestinal and hepatic CYP3A to the interaction between midazolam and clarithromycin , 1998, Clinical pharmacology and therapeutics.

[50]  Y. Sugiyama,et al.  Prediction of pharmacokinetic alterations caused by drug-drug interactions: metabolic interaction in the liver. , 1998, Pharmacological reviews.

[51]  Bill Gurley,et al.  Assessing the Clinical Significance of Botanical Supplementation on Human Cytochrome P450 3A Activity: Comparison of a Milk Thistle and Black Cohosh Product to Rifampin and Clarithromycin , 2006, Journal of clinical pharmacology.

[52]  Amy Roe,et al.  The Conduct of In Vitro and In Vivo Drug‐Drug Interaction Studies: A PhRMA Perspective , 2003, Journal of clinical pharmacology.

[53]  Amy Roe,et al.  The conduct of in vitro and in vivo drug-drug interaction studies: a Pharmaceutical Research and Manufacturers of America (PhRMA) perspective. , 2003, Drug metabolism and disposition: the biological fate of chemicals.

[54]  Sara K. Quinney,et al.  Physiologically Based Pharmacokinetic Model of Mechanism-Based Inhibition of CYP3A by Clarithromycin , 2010, Drug Metabolism and Disposition.

[55]  Michael Gertz,et al.  Potential role of intestinal first-pass metabolism in the prediction of drug-drug interactions. , 2008, Expert opinion on drug metabolism & toxicology.

[56]  Robert J Riley,et al.  Mechanism-based inhibition of cytochrome P450 enzymes: an evaluation of early decision making in vitro approaches and drug-drug interaction prediction methods. , 2009, European journal of pharmaceutical sciences : official journal of the European Federation for Pharmaceutical Sciences.

[57]  D. Kazierad,et al.  Comparison of midazolam and simvastatin as cytochrome P450 3A probes , 2006, Clinical pharmacology and therapeutics.

[58]  F. Scharpf,et al.  Influence of the antibiotics erythromycin and azithromycin on the pharmacokinetics and pharmacodynamics of midazolam. , 1996, Arzneimittel-Forschung.

[59]  K. Ohashi,et al.  Effect of the Treatment Period With Erythromycin on Cytochrome P450 3A Activity in Humans , 2007, Journal of clinical pharmacology.

[60]  Hayley S. Brown,et al.  Use of Isolated Hepatocyte Preparations for Cytochrome P450 Inhibition Studies: Comparison with Microsomes for Ki Determination , 2007, Drug Metabolism and Disposition.

[61]  J. Gorski,et al.  Interaction between midazolam and clarithromycin in the elderly. , 2008, British journal of clinical pharmacology.

[62]  D. Greenblatt,et al.  Short‐Term Exposure to Low‐Dose Ritonavir Impairs Clearance and Enhances Adverse Effects of Trazodone , 2003, Journal of clinical pharmacology.

[63]  W. L. Nelson,et al.  Contribution of Itraconazole Metabolites to Inhibition of CYP3A4 In Vivo , 2008, Clinical pharmacology and therapeutics.

[64]  W. Kraft,et al.  Effect of Aprepitant on the Pharmacokinetics of Intravenous Midazolam , 2007, Journal of clinical pharmacology.

[65]  E. Kharasch,et al.  A pilot evaluation of alfentanil‐induced miosis as a noninvasive probe for hepatic cytochrome P450 3A4 (CYP3A4) activity in humans , 2001, Clinical pharmacology and therapeutics.

[66]  Magang Shou,et al.  Prediction of Human Drug-Drug Interactions from Time-Dependent Inactivation of CYP3A4 in Primary Hepatocytes Using a Population-Based Simulator , 2009, Drug Metabolism and Disposition.

[67]  S. Waldman,et al.  Concurrent Administration of the Erythromycin Breath Test (EBT) and Oral Midazolam as In Vivo Probes for CYP3A Activity , 1999, Journal of clinical pharmacology.