In Vitro and In Silico Strategies to Identify OATP1B1 Inhibitors and Predict Clinical Drug-Drug Interactions

被引:101
作者
Karlgren, Maria [1 ]
Ahlin, Gustav [1 ]
Bergstrom, Christel A. S. [1 ]
Svensson, Richard [1 ]
Palm, Johan [1 ]
Artursson, Per [1 ]
机构
[1] AstraZeneca Res & Dev, Molndal, Sweden
基金
瑞典研究理事会;
关键词
in silico; in vitro-in vivo extrapolation; inhibition; MRP2; OATP1B1; ANION TRANSPORTING POLYPEPTIDE; HEPATIC-UPTAKE; PLASMA-CONCENTRATIONS; CYCLOSPORINE-A; PHARMACOKINETICS; IDENTIFICATION; ROSUVASTATIN; LIVER; ATORVASTATIN; EXPRESSION;
D O I
10.1007/s11095-011-0564-9
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
To establish in vitro and in silico models that predict clinical drug-drug interactions (DDIs) with the OATP1B1 (SLCO1B1) transporter. The inhibitory effect of 146 drugs and drug-like compounds on OATP1B1-mediated transport was studied in HEK293 cells. A computational model was developed to predict OATP1B1 inhibition. Concentration-dependent effects were investigated for six compounds; clinical DDIs were predicted by calculating change in exposure (i.e. R-values) in eight different ways. Sixty-five compounds were identified as OATP1B1 inhibitors at 20 mu M. The computational model predicted the test set with 80% accuracy for inhibitors and 91% for non-inhibitors. In vitro-in vivo comparisons underscored the importance of using drugs with known clinical effects as references. Thus, reference drugs, cyclosporin A, gemfibrozil, and fenofibrate, provided an inhibition interval to which three antiviral drugs, atazanavir, lopinavir, and amprenavir, could be compared and their clinical DDIs with OATP1B1 classified. Twenty-two new OATP1B1 inhibitors were identified, a predictive OATP1B1 inhibition in silico model was developed, and successful predictions of clinical DDIs were obtained with OATP1B1.
引用
收藏
页码:411 / 426
页数:16
相关论文
共 51 条
[1]   Identification of a novel gene family encoding human liver-specific organic anion transporter LST-1 [J].
Abe, T ;
Kakyo, M ;
Tokui, T ;
Nakagomi, R ;
Nishio, T ;
Nakai, D ;
Nomura, H ;
Unno, M ;
Suzuki, M ;
Naitoh, T ;
Matsuno, S ;
Yawo, H .
JOURNAL OF BIOLOGICAL CHEMISTRY, 1999, 274 (24) :17159-17163
[2]   Structural requirements for drug inhibition of the liver specific human organic cation transport protein 1 [J].
Ahlin, Gustav ;
Karlsson, Johan ;
Pedersen, Jenny M. ;
Gustavsson, Lena ;
Larsson, Rolf ;
Matsson, Paer ;
Norinder, Ulf ;
Bergstroem, Christel A. S. ;
Artursson, Per .
JOURNAL OF MEDICINAL CHEMISTRY, 2008, 51 (19) :5932-5942
[3]   Caco-2 monolayers in experimental and theoretical predictions of drug transport (Reprinted from Advanced Drug Delivery Reviews, vol 22, pg 67-84, 1996) [J].
Artursson, P ;
Palm, K ;
Luthman, K .
ADVANCED DRUG DELIVERY REVIEWS, 2001, 46 (1-3) :27-43
[4]   Bilateral pharmacokinetic interaction between cyclosporine A and atorvastatin in renal transplant recipients [J].
Åsberg, A ;
Hartmann, A ;
Fjeldså, E ;
Bergan, S ;
Holdaas, H .
AMERICAN JOURNAL OF TRANSPLANTATION, 2001, 1 (04) :382-386
[5]   Interaction of oral antidiabetic drugs with hepatic uptake transporters -: Focus on organic anion transporting polypeptides and organic cation transporter 1 [J].
Bachmakov, Louri ;
Glaeser, Hartmut ;
Fromm, Martin F. ;
Koenig, Joerg .
DIABETES, 2008, 57 (06) :1463-1469
[6]   Rifampin markedly decreases and gemfibrozil increases the plasma concentrations of atorvastatin and its metabolites [J].
Backman, JT ;
Lulurila, H ;
Neuvonen, M ;
Neuvonen, PJ .
CLINICAL PHARMACOLOGY & THERAPEUTICS, 2005, 78 (02) :154-167
[7]   TOPOLOGICAL INDEXES BASED ON TOPOLOGICAL DISTANCES IN MOLECULAR GRAPHS [J].
BALABAN, AT .
PURE AND APPLIED CHEMISTRY, 1983, 55 (02) :199-206
[8]   Atazanavir for the treatment of human immunodeficiency virus infection [J].
Busti, AJ ;
Hall, RG ;
Margolis, DM .
PHARMACOTHERAPY, 2004, 24 (12) :1732-1747
[9]   Effects of atazanavir/ritonavir or fosamprenavir/ritonavir on the pharmacokinetics of rosuvastatin [J].
Busti, Anthony J. ;
Bain, Amy M. ;
Hall, Ronald G., II ;
Bedimo, Roger G. ;
Leff, Richard D. ;
Meek, Claudia ;
Mehvar, Reza .
JOURNAL OF CARDIOVASCULAR PHARMACOLOGY, 2008, 51 (06) :605-610
[10]   Comparative pharmacophore modeling of organic anion transporting polypeptides: A meta-analysis of rat OATP1A1 and human OATP1B1 [J].
Chang, C ;
Pang, KS ;
Swaan, PW ;
Ekins, S .
JOURNAL OF PHARMACOLOGY AND EXPERIMENTAL THERAPEUTICS, 2005, 314 (02) :533-541