Utilizing in vitro and PBPK tools to link ADME characteristics to plasma profiles: case example nifedipine immediate release formulation.

One of the most prominent food-drug interactions is the inhibition of intestinal cytochrome P450 (CYP) 3A enzymes by grapefruit juice ingredients, and, as many drugs are metabolized via CYP 3A, this interaction can be of clinical importance. Calcium channel-blocking agents of the dihydropyridine type, such as felodipine and nifedipine, are subject to extensive intestinal first pass metabolism via CYP 3A, thus resulting in significantly enhanced in vivo exposure of the drug when administered together with grapefruit juice. Physiologically based pharmacokinetic (PBPK) modeling was used to simulate pharmacokinetics of a nifedipine immediate release formulation following concomitant grapefruit juice ingestion, that is, after inhibition of small intestinal CYP 3A enzymes. For this purpose, detailed data about CYP 3A levels were collected from the literature and implemented into commercial PBPK software. As literature reports show that grapefruit juice (i) leads to a marked delay in gastric emptying, and (ii) rapidly lowers the levels of intestinal CYP 3A enzymes, inhibition of intestinal first pass metabolism following ingestion of grapefruit juice was simulated by altering the intestinal CYP 3A enzyme levels and simultaneously decelerating the gastric emptying rate. To estimate the in vivo dispersion and dissolution behavior of the formulation, dissolution tests in several media simulating both the fasted and fed state stomach and small intestine were conducted, and the results from the in vitro dissolution tests were used as input function to describe the in vivo dissolution of the drug. Plasma concentration-time profiles of the nifedipine immediate release formulation both with and without simultaneous CYP 3A inhibition were simulated, and the results were compared with data gathered from the literature. Using this approach, nifedipine plasma profiles could be simulated well both with and without enzyme inhibition. A reduction in small intestinal CYP 3A levels by 60% was found to yield the best results, with simulated nifedipine concentration-time profiles within 20% of the in vivo observed results. By additionally varying the dissolution input of the PBPK model, a link between the dissolution characteristics of the formulation and its in vivo performance could be established.

[1]  D. Breimer,et al.  Nifedipine. Relationship between pharmacokinetics and pharmacodynamics. , 1987, Clinical pharmacokinetics.

[2]  Filippos Kesisoglou,et al.  Prediction of food effects on the absorption of celecoxib based on biorelevant dissolution testing coupled with physiologically based pharmacokinetic modeling. , 2009, European journal of pharmaceutics and biopharmaceutics : official journal of Arbeitsgemeinschaft fur Pharmazeutische Verfahrenstechnik e.V.

[3]  J. Dressman,et al.  Analysis of nifedipine absorption from soft gelatin capsules using PBPK modeling and biorelevant dissolution testing. , 2010, Journal of pharmaceutical sciences.

[4]  S. Krähenbühl,et al.  Interaction between grapefruit juice and midazolam in humans , 1995, Clinical pharmacology and therapeutics.

[5]  Morton B. Brown,et al.  Grapefruit juice increases felodipine oral availability in humans by decreasing intestinal CYP3A protein expression. , 1997, The Journal of clinical investigation.

[6]  D. Lowenthal,et al.  Effect of grapefruit juice on blood cyclosporin concentration , 1995, The Lancet.

[7]  D. Dunbar,et al.  Characterization of human small intestinal cytochromes P-450. , 1999, Drug metabolism and disposition: the biological fate of chemicals.

[8]  J. Dressman,et al.  Simulation of fasting gastric conditions and its importance for the in vivo dissolution of lipophilic compounds. , 2005, European journal of pharmaceutics and biopharmaceutics : official journal of Arbeitsgemeinschaft fur Pharmazeutische Verfahrenstechnik e.V.

[9]  Walter Schmitt,et al.  Development of a Physiology-Based Whole-Body Population Model for Assessing the Influence of Individual Variability on the Pharmacokinetics of Drugs , 2007, Journal of Pharmacokinetics and Pharmacodynamics.

[10]  D. Bailey,et al.  Interaction of citrus juices with felodipine and nifedipine , 1991, The Lancet.

[11]  A. Renwick,et al.  Factors affecting the absolute bioavailability of nifedipine. , 1995, British journal of clinical pharmacology.

[12]  C. Regårdh,et al.  Inhibition of dihydropyridine metabolism in rat and human liver microsomes by flavonoids found in grapefruit juice. , 1992, The Journal of pharmacology and experimental therapeutics.

[13]  J. Dressman,et al.  Evolution of a detailed physiological model to simulate the gastrointestinal transit and absorption process in humans, part 1: oral solutions. , 2011, Journal of pharmaceutical sciences.

[14]  J. Kelly,et al.  Clinical Pharmacokinetics of Calcium Antagonists , 1992, Clinical pharmacokinetics.

[15]  M. Zinny,et al.  Effect of food on nifedipine pharmacokinetics , 1987, Clinical pharmacology and therapeutics.

[16]  Raimar Löbenberg,et al.  Computer simulations using GastroPlus to justify a biowaiver for etoricoxib solid oral drug products. , 2009, European journal of pharmaceutics and biopharmaceutics : official journal of Arbeitsgemeinschaft fur Pharmazeutische Verfahrenstechnik e.V.

[17]  J. Spence Drug interactions with grapefruit: Whose responsibility is it to warn the public? , 1997, Clinical pharmacology and therapeutics.

[18]  Filippos Kesisoglou,et al.  Predicting the oral absorption of a poorly soluble, poorly permeable weak base using biorelevant dissolution and transfer model tests coupled with a physiologically based pharmacokinetic model. , 2012, European journal of pharmaceutics and biopharmaceutics : official journal of Arbeitsgemeinschaft fur Pharmazeutische Verfahrenstechnik e.V.

[19]  Stefan Willmann,et al.  Mechanism-based prediction of particle size-dependent dissolution and absorption: cilostazol pharmacokinetics in dogs. , 2010, European journal of pharmaceutics and biopharmaceutics : official journal of Arbeitsgemeinschaft fur Pharmazeutische Verfahrenstechnik e.V.

[20]  V. R. Richards,et al.  Nifedipine Kinetics and Bioavailability After Single Intravenous and Oral Doses in Normal Subjects , 1983, Journal of clinical pharmacology.

[21]  A. Galetin,et al.  Intestinal and Hepatic Metabolic Activity of Five Cytochrome P450 Enzymes: Impact on Prediction of First-Pass Metabolism , 2006, Journal of Pharmacology and Experimental Therapeutics.

[22]  J. Dressman,et al.  Towards Quantitative Prediction of Oral Drug Absorption , 2008, Clinical pharmacokinetics.

[23]  U. Fuhr,et al.  Investigation of nifedipine absorption in different regions of the human gastrointestinal (GI) tract after simultaneous administration of 13C- and 12C-nifedipine , 1996, European Journal of Clinical Pharmacology.

[24]  P. Watkins,et al.  A furanocoumarin-free grapefruit juice establishes furanocoumarins as the mediators of the grapefruit juice-felodipine interaction. , 2006, The American journal of clinical nutrition.

[25]  A. Renwick,et al.  The first pass metabolism of nifedipine in man. , 1984, British journal of clinical pharmacology.

[26]  M. Danhof,et al.  Variability in nifedipine pharmacokinetics and dynamics: a new oxidation polymorphism in man. , 1984, Biochemical pharmacology.

[27]  H. Poulsen,et al.  The relationship between gastric emptying of semisolids and paracetamol absorption. , 1986, British journal of clinical pharmacology.

[28]  Martin Kuentz,et al.  A strategy for preclinical formulation development using GastroPlus as pharmacokinetic simulation tool and a statistical screening design applied to a dog study. , 2006, European journal of pharmaceutical sciences : official journal of the European Federation for Pharmaceutical Sciences.

[29]  James Js Grapefruit juice and saquinavir. , 1995 .

[30]  Y. Imai,et al.  Pharmacokinetics and pharmacodynamics of conventional and slow release forms of nifedipine in essential hypertensive patients. , 1986, The Tohoku journal of experimental medicine.

[31]  J. Crison,et al.  A Theoretical Basis for a Biopharmaceutic Drug Classification: The Correlation of in Vitro Drug Product Dissolution and in Vivo Bioavailability , 1995, Pharmaceutical Research.

[32]  T. Berger Studies on the gastric emptying mechanism in healthy persons and patients after partial gastrectomy. , 1969, Acta chirurgica Scandinavica. Supplementum.

[33]  Thierry Lavé,et al.  Prediction of intestinal absorption: comparative assessment of GASTROPLUS and IDEA. , 2002, European journal of pharmaceutical sciences : official journal of the European Federation for Pharmaceutical Sciences.

[34]  M. Eichelbaum Clinical pharmacokinetics of calcium ion antagonists. , 1980, Clinical and investigative medicine. Medecine clinique et experimentale.

[35]  G. Grass,et al.  Physiologically-based pharmacokinetic simulation modelling. , 2002, Advanced drug delivery reviews.

[36]  J. Lipsky,et al.  Drug-grapefruit juice interactions. , 2000, Mayo Clinic proceedings.

[37]  Walter Schmitt,et al.  A physiological model for the estimation of the fraction dose absorbed in humans. , 2004, Journal of medicinal chemistry.

[38]  J. Dressman,et al.  Dissolution Media Simulating Conditions in the Proximal Human Gastrointestinal Tract: An Update , 2008, Pharmaceutical Research.

[39]  C. Barthélémy,et al.  Grapefruit juice–nifedipine interaction: possible involvement of several mechanisms , 2005, Journal of clinical pharmacy and therapeutics.

[40]  Christos Reppas,et al.  Biorelevant in vitro dissolution testing of products containing micronized or nanosized fenofibrate with a view to predicting plasma profiles. , 2011, European journal of pharmaceutics and biopharmaceutics : official journal of Arbeitsgemeinschaft fur Pharmazeutische Verfahrenstechnik e.V.

[41]  D. Sica Interaction of grapefruit juice and calcium channel blockers. , 2006, American journal of hypertension.

[42]  J. Sommer,et al.  Pharmacokinetics and metabolism of nifedipine. , 1983, Hypertension.

[43]  A. Boobis,et al.  The cardiac effects of terfenadine after inhibition of its metabolism by grapefruit juice , 1997, European Journal of Clinical Pharmacology.

[44]  A G Renwick,et al.  The pharmacokinetics of oral nifedipine--a population study. , 1988, British journal of clinical pharmacology.

[45]  R. Kates Calcium Antagonists , 1983, Drugs.

[46]  G. Amidon,et al.  Molecular properties of WHO essential drugs and provisional biopharmaceutical classification. , 2004, Molecular pharmaceutics.

[47]  A. Hirschfelder THE UNITED STATES PHARMACOPEIAL CONVENTION , 1930 .

[48]  Jörg Lippert,et al.  From physicochemistry to absorption and distribution: predictive mechanistic modelling and computational tools , 2005, Expert opinion on drug metabolism & toxicology.

[49]  T. Baillie,et al.  Is the role of the small intestine in first-pass metabolism overemphasized? , 1999, Pharmacological reviews.

[50]  A. Renwick,et al.  Age-related changes in the pharmacokinetics and pharmacodynamics of nifedipine. , 1988, British journal of clinical pharmacology.

[51]  W. Schmitt,et al.  A Physiologic Model for Simulating Gastrointestinal Flow and Drug Absorption in Rats , 2003, Pharmaceutical Research.

[52]  Mary F Paine,et al.  THE HUMAN INTESTINAL CYTOCHROME P450 “PIE” , 2006, Drug Metabolism and Disposition.

[53]  M. Ducharme,et al.  Disposition of intravenous and oral cyclosporine after administration with grapefruit juice , 1995, Clinical pharmacology and therapeutics.

[54]  A. Glomme,et al.  Comparison of a miniaturized shake-flask solubility method with automated potentiometric acid/base titrations and calculated solubilities. , 2005, Journal of pharmaceutical sciences.

[55]  H. Flachs,et al.  Inter- and intrasubject variability of gastric emptying in healthy volunteers measured by scintigraphy and paracetamol absorption. , 1990, British journal of clinical pharmacology.

[56]  P. Watkins,et al.  Mechanisms of enhanced oral availability of CYP3A4 substrates by grapefruit constituents. Decreased enterocyte CYP3A4 concentration and mechanism-based inactivation by furanocoumarins. , 1997, Drug metabolism and disposition: the biological fate of chemicals.

[57]  H. Sigusch,et al.  Influence of grapefruit juice on the pharmacokinetics of a slow release nifedipine formulation. , 1994, Die Pharmazie.

[58]  D. Bailey,et al.  Grapefruit juice-drug interactions. , 1998, British journal of clinical pharmacology.

[59]  Joerg Keldenich Measurement and Prediction of Oral Absorption , 2009, Chemistry & biodiversity.

[60]  Filippos Kesisoglou,et al.  Understanding the Effect of API Properties on Bioavailability Through Absorption Modeling , 2008, The AAPS Journal.

[61]  P. Neuvonen,et al.  Grapefruit juice increases serum concentrations of atorvastatin and has no effect on pravastatin , 1999, Clinical pharmacology and therapeutics.

[62]  C. Regårdh,et al.  Relationship between time of intake of grapefruit juice and its effect on pharmacokinetics and pharmacodynamics of felodipine in healthy subjects , 2004, European Journal of Clinical Pharmacology.

[63]  R. Hatcher THE UNITED STATES PHARMACOPEIA. , 1908 .

[64]  P. Neuvonen,et al.  Plasma concentrations of triazolam are increased by concomitant ingestion of grapefruit juice , 1995, Clinical pharmacology and therapeutics.

[65]  D. Bailey,et al.  Grapefruit Juice and Drugs , 1994, Clinical pharmacokinetics.

[66]  P. Tothill,et al.  An evaluation of 113mindium DTPA chelate in the measurement of gastric emptying by scintiscanning , 1971, Gut.

[67]  D. Shen,et al.  Characterization of interintestinal and intraintestinal variations in human CYP3A-dependent metabolism. , 1997, The Journal of pharmacology and experimental therapeutics.

[68]  Stefan Willmann,et al.  Whole‐body physiologically based pharmacokinetic population modelling of oral drug administration: inter‐individual variability of cimetidine absorption , 2009 .

[69]  J. Kolars,et al.  Interpatient heterogeneity in expression of CYP3A4 and CYP3A5 in small bowel. Lack of prediction by the erythromycin breath test. , 1994, Drug metabolism and disposition: the biological fate of chemicals.

[70]  Walter Schmitt,et al.  PK-Sim®: a physiologically based pharmacokinetic ‘whole-body’ model , 2003 .

[71]  Sandra Klein,et al.  A Standardized Mini Paddle Apparatus as an Alternative to the Standard Paddle , 2008, AAPS PharmSciTech.

[72]  D. Breimer,et al.  Nifedipine: Kinetics and dynamics in healthy subjects , 1984, Clinical pharmacology and therapeutics.

[73]  Mcallister Rg Clinical pharmacokinetics of calcium channel antagonists. , 1982 .

[74]  J. Valentin Basic anatomical and physiological data for use in radiological protection: reference values , 2002, Annals of the ICRP.

[75]  V. Lukacova,et al.  Predicting Pharmacokinetics of Drugs Using Physiologically Based Modeling—Application to Food Effects , 2009, The AAPS Journal.

[76]  Stefan Willmann,et al.  Evolution of a detailed physiological model to simulate the gastrointestinal transit and absorption process in humans, part II: extension to describe performance of solid dosage forms. , 2012, Journal of pharmaceutical sciences.

[77]  Lawrence X. Yu,et al.  Utility of Physiologically Based Absorption Modeling in Implementing Quality by Design in Drug Development , 2011, The AAPS Journal.

[78]  A. Renwick,et al.  The effects of food and posture on the pharmacokinetics of a biphasic release preparation of nifedipine. , 1986, British journal of clinical pharmacology.