Reduced Physiologically-Based Pharmacokinetic Model of Repaglinide: Impact of OATP1B1 and CYP2C8 Genotype and Source of In Vitro Data on the Prediction of Drug-Drug Interaction Risk

被引:37
作者
Gertz, Michael [1 ]
Tsamandouras, Nikolaos [1 ]
Saell, Carolina [1 ]
Houston, J. Brian [1 ]
Galetin, Aleksandra [1 ]
机构
[1] Univ Manchester, Ctr Appl Pharmacokinet Res, Manchester Pharm Sch, Manchester M13 9PT, Lancs, England
关键词
drug-drug interactions; OATP1B1; physiologically-based pharmacokinetic models; repaglinide; INTESTINAL 1ST-PASS METABOLISM; TRANSPORTING POLYPEPTIDE 1B1; MECHANISM-BASED INHIBITION; HUMAN LIVER-MICROSOMES; EFFLUX TRANSPORTERS; HEPATIC-CLEARANCE; HUMAN HEPATOCYTES; GRAPEFRUIT JUICE; RAT HEPATOCYTES; POLYMORPHISMS;
D O I
10.1007/s11095-014-1333-3
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
To investigate the effect of OATP1B1 genotype as a covariate on repaglinide pharmacokinetics and drug-drug interaction (DDIs) risk using a reduced physiologically-based pharmacokinetic (PBPK) model. Twenty nine mean plasma concentration-time profiles for SLCO1B1 c.521T > C were used to estimate hepatic uptake clearance (CLuptake) in different genotype groups applying a population approach in NONMEM v.7.2. Estimated repaglinide CLuptake corresponded to 217 and 113 mu L/min/10(6) cells for SLCO1B1 c.521TT/TC and CC, respectively. A significant effect of OATP1B1 genotype was seen on CLuptake (48% reduction for CC relative to wild type). Sensitivity analysis highlighted the impact of CLmet and CLdiff uncertainty on the CLuptake optimization using plasma data. Propagation of this uncertainty had a marginal effect on the prediction of repaglinide OATP1B1-mediated DDI with cyclosporine; however, sensitivity of the predicted magnitude of repaglinide metabolic DDI was high. In addition, the reduced PBPK model was used to assess the effect of both CYP2C8*3 and SLCO1B1 c.521T > C on repaglinide exposure by simulations; power calculations were performed to guide prospective DDI and pharmacogenetic studies. The application of reduced PBPK model for parameter optimization and limitations of this process associated with the use of plasma rather than tissue profiles are illustrated.
引用
收藏
页码:2367 / 2382
页数:16
相关论文
共 54 条
[1]   CYP2C8 Activity Recovers within 96 Hours after Gemfibrozil Dosing: Estimation of CYP2C8 Half-Life Using Repaglinide as an in Vivo Probe [J].
Backman, Janne T. ;
Honkalammi, Johanna ;
Neuvonen, Mikko ;
Kurkinen, Kaisa J. ;
Tornio, Aleksi ;
Niemi, Mikko ;
Neuvonen, Pertti J. .
DRUG METABOLISM AND DISPOSITION, 2009, 37 (12) :2359-2366
[2]   Screening of OATP1B1/3 and OCT1 inhibitors in cryopreserved hepatocytes in suspension [J].
Badolo, Lassina ;
Rasmussen, Louise Munk ;
Hansen, Helle Rusz ;
Sveigaard, Christina .
EUROPEAN JOURNAL OF PHARMACEUTICAL SCIENCES, 2010, 40 (04) :282-288
[3]   CYP2C8 polymorphisms in Caucasians and their relationship with paclitaxel 6α-hydroxylase activity in human liver microsomes [J].
Bahadur, N ;
Leathart, JBS ;
Mutch, E ;
Steimel-Crespi, D ;
Dunn, SA ;
Gilissen, R ;
Van Houdt, J ;
Hendrickx, J ;
Mannens, G ;
Bohets, H ;
Williams, FM ;
Armstrong, M ;
Crespi, CL ;
Daly, AK .
BIOCHEMICAL PHARMACOLOGY, 2002, 64 (11) :1579-1589
[4]   DAISY:: A new software tool to test global identifiability of biological and physiological systems [J].
Bellu, Giuseppina ;
Saccomani, Maria Pia ;
Audoly, Stefania ;
D'Angio, Leontina .
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2007, 88 (01) :52-61
[5]   The impact of CYP2C8 polymorphism and grapefruit juice on the pharmacokinetics of repaglinide [J].
Bidstrup, TB ;
Damkier, P ;
Olsen, AK ;
Ekblom, M ;
Karlsson, A ;
Brosen, K .
BRITISH JOURNAL OF CLINICAL PHARMACOLOGY, 2006, 61 (01) :49-57
[6]   CYP2C8 and CYP3A4 are the principal enzymes involved in the human in vitro biotransformation of the insulin secretagogue repaglinide [J].
Bidstrup, TB ;
Bjornsdottir, I ;
Sidelmann, UG ;
Thomsen, MS ;
Hansen, KT .
BRITISH JOURNAL OF CLINICAL PHARMACOLOGY, 2003, 56 (03) :305-314
[7]   Predicting human hepatic clearance from in vitro drug metabolism and transport data: a scientific and pharmaceutical perspective for assessing drug-drug interactions [J].
Camenisch, Gian ;
Umehara, Ken-ichi .
BIOPHARMACEUTICS & DRUG DISPOSITION, 2012, 33 (04) :179-194
[8]   Applications of minimal physiologically-based pharmacokinetic models [J].
Cao, Yanguang ;
Jusko, William J. .
JOURNAL OF PHARMACOKINETICS AND PHARMACODYNAMICS, 2012, 39 (06) :711-723
[9]   Polymorphisms in human CYP2C8 decrease metabolism of the anticancer drug paclitaxel and arachidonic acid [J].
Dai, D ;
Zeldin, DC ;
Blaisdell, JA ;
Chanas, B ;
Coulter, SJ ;
Ghanayem, BI ;
Goldstein, JA .
PHARMACOGENETICS, 2001, 11 (07) :597-607
[10]   AREA METHOD FOR THE ESTIMATION OF PARTITION-COEFFICIENTS FOR PHYSIOLOGICAL PHARMACOKINETIC MODELS [J].
GALLO, JM ;
LAM, FC ;
PERRIER, DG .
JOURNAL OF PHARMACOKINETICS AND BIOPHARMACEUTICS, 1987, 15 (03) :271-280