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Izat N, Kaplan O, Çelebier M, Sahin S. An Isolated Perfused Rat Liver Model: Simultaneous LC-MS Quantification of Pitavastatin, Coproporphyrin I, and Coproporphyrin III Levels in the Rat Liver and Bile. ACS OMEGA 2024; 9:19250-19260. [PMID: 38708282 PMCID: PMC11064166 DOI: 10.1021/acsomega.4c00109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Revised: 03/21/2024] [Accepted: 04/04/2024] [Indexed: 05/07/2024]
Abstract
The isolated perfused rat liver (IPRL) model provides a mechanistic understanding of the organic-anion-transporting polypeptide (OATP/Oatp)-mediated pharmacokinetics in the preclinical evaluation, which often requires the use of control substrates (i.e., pitavastatin) and monitoring endogenous biomarkers (coproporphyrin I and III). This study aimed to develop and validate an LC-MS method allowing the simultaneous quantification of pitavastatin, coproporphyrin I (CPI), and coproporphyrin III (CPIII) in rat liver perfusion matrices (perfusate, liver homogenate, bile). The analysis was performed on a C18 column at 60 °C with 20 μL of sample injection. The mobile phases consisted of water with 0.1% formic acid and acetonitrile with 0.1% formic acid with a gradient flow of 0.5 mL/min. The assay was validated according to the ICH M10 Bioanalytical Method Validation Guideline (2022) for selectivity, calibration curve and range, matrix effect, carryover, accuracy, precision, and reinjection reproducibility. The method allowing the simultaneous quantification of pitavastatin, CPI, and CPIII was selective without having carryover and matrix effects. The linear calibration curves were obtained within various calibration ranges for three analytes in different matrices. Accuracy and precision values fulfilled the required limits. After 60 min perfusion with pitavastatin (1 μM), the cumulative amounts of pitavastatin in the liver and bile were 5.770 ± 1.504 and 0.852 ± 0.430 nmol/g liver, respectively. CPIII was a more dominant marker than CPI in both liver (0.028 ± 0.017 vs 0.013 ± 0.008 nmol/g liver) and bile (0.016 ± 0.011 vs 0.009 ± 0.007 nmol/g liver). The novel and validated bioanalytical method can be applied in further IPRL preparations investigating Oatp-mediated pharmacokinetics and DDIs.
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Affiliation(s)
- Nihan Izat
- Department
of Pharmaceutical Technology, Hacettepe
University Faculty of Pharmacy, Ankara 06800, Turkey
| | - Ozan Kaplan
- Department
of Analytical Chemistry, Hacettepe University
Faculty of Pharmacy, Ankara 06100, Turkey
| | - Mustafa Çelebier
- Department
of Analytical Chemistry, Hacettepe University
Faculty of Pharmacy, Ankara 06100, Turkey
| | - Selma Sahin
- Department
of Pharmaceutical Technology, Hacettepe
University Faculty of Pharmacy, Ankara 06800, Turkey
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2
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Marin JJG, Cives-Losada C, Macias RIR, Romero MR, Marijuan RP, Hortelano-Hernandez N, Delgado-Calvo K, Villar C, Gonzalez-Santiago JM, Monte MJ, Asensio M. Impact of liver diseases and pharmacological interactions on the transportome involved in hepatic drug disposition. Biochem Pharmacol 2024:116166. [PMID: 38527556 DOI: 10.1016/j.bcp.2024.116166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 03/14/2024] [Accepted: 03/22/2024] [Indexed: 03/27/2024]
Abstract
The liver plays a pivotal role in drug disposition owing to the expression of transporters accounting for the uptake at the sinusoidal membrane and the efflux across the basolateral and canalicular membranes of hepatocytes of many different compounds. Moreover, intracellular mechanisms of phases I and II biotransformation generate, in general, inactive compounds that are more polar and easier to eliminate into bile or refluxed back toward the blood for their elimination by the kidneys, which becomes crucial when the biliary route is hampered. The set of transporters expressed at a given time, i.e., the so-called transportome, is encoded by genes belonging to two gene superfamilies named Solute Carriers (SLC) and ATP-Binding Cassette (ABC), which account mainly, but not exclusively, for the uptake and efflux of endogenous substances and xenobiotics, which include many different drugs. Besides the existence of genetic variants, which determines a marked interindividual heterogeneity regarding liver drug disposition among patients, prevalent diseases, such as cirrhosis, non-alcoholic steatohepatitis, primary sclerosing cholangitis, primary biliary cirrhosis, viral hepatitis, hepatocellular carcinoma, cholangiocarcinoma, and several cholestatic liver diseases, can alter the transportome and hence affect the pharmacokinetics of drugs used to treat these patients. Moreover, hepatic drug transporters are involved in many drug-drug interactions (DDI) that challenge the safety of using a combination of agents handled by these proteins. Updated information on these questions has been organized in this article by superfamilies and families of members of the transportome involved in hepatic drug disposition.
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Affiliation(s)
- Jose J G Marin
- Experimental Hepatology and Drug Targeting (HEVEPHARM), University of Salamanca, IBSAL, Salamanca, Spain; Center for the Study of Liver and Gastrointestinal Diseases (CIBERehd), Carlos III National Institute of Health, Madrid, Spain.
| | - Candela Cives-Losada
- Experimental Hepatology and Drug Targeting (HEVEPHARM), University of Salamanca, IBSAL, Salamanca, Spain; Center for the Study of Liver and Gastrointestinal Diseases (CIBERehd), Carlos III National Institute of Health, Madrid, Spain
| | - Rocio I R Macias
- Experimental Hepatology and Drug Targeting (HEVEPHARM), University of Salamanca, IBSAL, Salamanca, Spain; Center for the Study of Liver and Gastrointestinal Diseases (CIBERehd), Carlos III National Institute of Health, Madrid, Spain
| | - Marta R Romero
- Experimental Hepatology and Drug Targeting (HEVEPHARM), University of Salamanca, IBSAL, Salamanca, Spain; Center for the Study of Liver and Gastrointestinal Diseases (CIBERehd), Carlos III National Institute of Health, Madrid, Spain
| | - Rebeca P Marijuan
- Experimental Hepatology and Drug Targeting (HEVEPHARM), University of Salamanca, IBSAL, Salamanca, Spain
| | | | - Kevin Delgado-Calvo
- Experimental Hepatology and Drug Targeting (HEVEPHARM), University of Salamanca, IBSAL, Salamanca, Spain
| | - Carmen Villar
- Experimental Hepatology and Drug Targeting (HEVEPHARM), University of Salamanca, IBSAL, Salamanca, Spain; Department of Gastroenterology and Hepatology, University Hospital of Salamanca, Salamanca, Spain
| | - Jesus M Gonzalez-Santiago
- Experimental Hepatology and Drug Targeting (HEVEPHARM), University of Salamanca, IBSAL, Salamanca, Spain; Center for the Study of Liver and Gastrointestinal Diseases (CIBERehd), Carlos III National Institute of Health, Madrid, Spain; Department of Gastroenterology and Hepatology, University Hospital of Salamanca, Salamanca, Spain
| | - Maria J Monte
- Experimental Hepatology and Drug Targeting (HEVEPHARM), University of Salamanca, IBSAL, Salamanca, Spain; Center for the Study of Liver and Gastrointestinal Diseases (CIBERehd), Carlos III National Institute of Health, Madrid, Spain
| | - Maitane Asensio
- Experimental Hepatology and Drug Targeting (HEVEPHARM), University of Salamanca, IBSAL, Salamanca, Spain; Center for the Study of Liver and Gastrointestinal Diseases (CIBERehd), Carlos III National Institute of Health, Madrid, Spain
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Adiwidjaja J, Spires J, Brouwer KLR. Physiologically Based Pharmacokinetic (PBPK) Model Predictions of Disease Mediated Changes in Drug Disposition in Patients with Nonalcoholic Fatty Liver Disease (NAFLD). Pharm Res 2024; 41:441-462. [PMID: 38351228 DOI: 10.1007/s11095-024-03664-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 01/18/2024] [Indexed: 03/13/2024]
Abstract
PURPOSE This study was designed to verify a virtual population representing patients with nonalcoholic fatty liver disease (NAFLD) to support the implementation of a physiologically based pharmacokinetic (PBPK) modeling approach for prediction of disease-related changes in drug pharmacokinetics. METHODS A virtual NAFLD patient population was developed in GastroPlus (v.9.8.2) by accounting for pathophysiological changes associated with the disease and proteomics-informed alterations in the abundance of metabolizing enzymes and transporters pertinent to drug disposition. The NAFLD population model was verified using exemplar drugs where elimination is influenced predominantly by cytochrome P450 (CYP) enzymes (chlorzoxazone, caffeine, midazolam, pioglitazone) or by transporters (rosuvastatin, 11C-metformin, morphine and the glucuronide metabolite of morphine). RESULTS PBPK model predictions of plasma concentrations of all the selected drugs and hepatic radioactivity levels of 11C-metformin were consistent with the clinically-observed data. Importantly, the PBPK simulations using the virtual NAFLD population model provided reliable estimates of the extent of changes in key pharmacokinetic parameters for the exemplar drugs, with mean predicted ratios (NAFLD patients divided by healthy individuals) within 0.80- to 1.25-fold of the clinically-reported values, except for midazolam (prediction-fold difference of 0.72). CONCLUSION A virtual NAFLD population model within the PBPK framework was successfully developed with good predictive capability of estimating disease-related changes in drug pharmacokinetics. This supports the use of a PBPK modeling approach for prediction of the pharmacokinetics of new investigational or repurposed drugs in patients with NAFLD and may help inform dose adjustments for drugs commonly used to treat comorbidities in this patient population.
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Affiliation(s)
- Jeffry Adiwidjaja
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Simulations Plus, Inc, Lancaster, CA, USA
| | | | - Kim L R Brouwer
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
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4
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Mitra P, Kasliwala R, Iboki L, Madari S, Williams Z, Takahashi R, Taub ME. Mechanistic Static Model based Prediction of Transporter Substrate Drug-Drug Interactions Utilizing Atorvastatin and Rifampicin. Pharm Res 2023; 40:3025-3042. [PMID: 37821766 DOI: 10.1007/s11095-023-03613-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Accepted: 09/19/2023] [Indexed: 10/13/2023]
Abstract
OBJECTIVE An in vitro relative activity factor (RAF) technique combined with mechanistic static modeling was examined to predict drug-drug interaction (DDI) magnitude and analyze contributions of different clearance pathways in complex DDIs involving transporter substrates. Atorvastatin and rifampicin were used as a model substrate and inhibitor pair. METHODS In vitro studies were conducted with transfected HEK293 cells, hepatocytes and human liver microsomes. Prediction success was defined as predictions being within twofold of observations. RESULTS The RAF method successfully translated atorvastatin uptake from transfected cells to hepatocytes, demonstrating its ability to quantify transporter contributions to uptake. Successful translation of atorvastatin's in vivo intrinsic hepatic clearance (CLint,h,in vivo) from hepatocytes to liver was only achieved through consideration of albumin facilitated uptake or through application of empirical scaling factors to transporter-mediated clearances. Transporter protein expression differences between hepatocytes and liver did not affect CLint,h,in vivo predictions. By integrating cis and trans inhibition of OATP1B1/OATP1B3, atorvastatin-rifampicin (single dose) DDI magnitude could be accurately predicted (predictions within 0.77-1.0 fold of observations). Simulations indicated that concurrent inhibition of both OATP1B1 and OATP1B3 caused approximately 80% of atorvastatin exposure increases (AUCR) in the presence of rifampicin. Inhibiting biliary elimination, hepatic metabolism, OATP2B1, NTCP, and basolateral efflux are predicted to have minimal to no effect on AUCR. CONCLUSIONS This study demonstrates the effective application of a RAF-based translation method combined with mechanistic static modeling for transporter substrate DDI predictions and subsequent mechanistic interpretation.
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Affiliation(s)
- Pallabi Mitra
- Department of Drug Metabolism and Pharmacokinetics, Boehringer Ingelheim Pharmaceuticals Inc., 900 Old Ridgebury Road, Ridgefield, CT, 06877, USA.
| | - Rumanah Kasliwala
- Department of Drug Metabolism and Pharmacokinetics, Boehringer Ingelheim Pharmaceuticals, Inc., Ridgefield, CT, USA
| | - Laeticia Iboki
- Department of Drug Metabolism and Pharmacokinetics, Boehringer Ingelheim Pharmaceuticals, Inc., Ridgefield, CT, USA
| | - Shilpa Madari
- Department of Drug Metabolism and Pharmacokinetics, Boehringer Ingelheim Pharmaceuticals, Inc., Ridgefield, CT, USA
| | - Zachary Williams
- Department of Drug Metabolism and Pharmacokinetics, Boehringer Ingelheim Pharmaceuticals, Inc., Ridgefield, CT, USA
| | - Ryo Takahashi
- Pharmacokinetics and Non-Clinical Safety Department, Nippon Boehringer Ingelheim Co., Ltd., Kobe, Hyogo, Japan
| | - Mitchell E Taub
- Department of Drug Metabolism and Pharmacokinetics, Boehringer Ingelheim Pharmaceuticals, Inc., Ridgefield, CT, USA
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Yu CP, Wang YR, Hou YC, Hsieh MT, Li PY, Kuo SC, Lin SP. Two curcumin analogs inhibited the function and protein expression of breast cancer resistance protein: in vitro and in vivo studies. Xenobiotica 2023; 53:454-464. [PMID: 37728540 DOI: 10.1080/00498254.2023.2260886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 09/15/2023] [Indexed: 09/21/2023]
Abstract
1. Two curcumin analogs, (1E,6E)-1,7-bis(3,5-diethyl-4-hydroxyphenyl)hepta-1,6-diene-3,5- dione (N17) and its prodrug ((1E,6E)-3,5-dioxohepta-1,6-diene-1,7-diyl)bis(2,6-diethyl-4,1- phenylene)bis(3-hydroxy-2-(hydroxymethyl)-2-methylpropanoate) (N17'), were evaluated as breast cancer resistance protein (BCRP) inhibitors.2. MDCKII-BCRP and MDCKII-WT were used to evaluate the modulation effects of N17 and N17' on BCRP and to explore the relevant mechanism. Sprague-Dawley rats were orally administered rosuvastatin (ROS), a probe substrate of BCRP, without and with N17' (100 mg/kg) to investigate the effect of N17' on ROS pharmacokinetics.3. In cell studies, N17 and N17' were substrates of BCRP, and they decreased the activity and protein expression of BCRP. In rat study, N17' increased the systemic exposure of ROS by 218% (p = 0.058).4. N17 and N17' are potential BCRP inhibitors and will be promising candidates for overcoming the BCRP-mediated multidrug resistance.
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Affiliation(s)
- Chung-Ping Yu
- School of Pharmacy, China Medical University, Taichung, Taiwan, ROC
- Department of Pharmacy, China Medical University Hospital, Taichung, Taiwan, ROC
| | - Yi-Ru Wang
- School of Pharmacy, China Medical University, Taichung, Taiwan, ROC
- Department of Pharmacy, China Medical University Hospital, Taichung, Taiwan, ROC
| | - Yu-Chi Hou
- School of Pharmacy, China Medical University, Taichung, Taiwan, ROC
- Department of Pharmacy, China Medical University Hospital, Taichung, Taiwan, ROC
| | - Min-Tsang Hsieh
- School of Pharmacy, China Medical University, Taichung, Taiwan, ROC
- ResearchCenter for Chinese Herbal Medicine, China Medical University, Taichung, Taiwan, ROC
- Chinese Medicinal Research and Development Center, China Medical University Hospital, Taichung, Taiwan, ROC
| | - Pei-Ying Li
- School of Pharmacy, China Medical University, Taichung, Taiwan, ROC
| | - Sheng-Chu Kuo
- School of Pharmacy, China Medical University, Taichung, Taiwan, ROC
- Chinese Medicinal Research and Development Center, China Medical University Hospital, Taichung, Taiwan, ROC
| | - Shiuan-Pey Lin
- School of Pharmacy, China Medical University, Taichung, Taiwan, ROC
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6
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Hepatic Transporters Alternations Associated with Non-alcoholic Fatty Liver Disease (NAFLD): A Systematic Review. Eur J Drug Metab Pharmacokinet 2023; 48:1-10. [PMID: 36319903 DOI: 10.1007/s13318-022-00802-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/17/2022] [Indexed: 11/05/2022]
Abstract
BACKGROUND AND OBJECTIVES Non-alcoholic fatty liver disease (NAFLD) is a progressive liver disorder and is usually accompanied by obesity, metabolic syndrome, and diabetes mellitus. NAFLD progression can lead to impaired functions of hepatocytes such as alternations in expression and function of hepatic transporters. The present study aimed to summarize and discuss the results of clinical and preclinical human studies that investigate the effect of NAFLD on hepatic transporters. METHODS The databases of PubMed, Scopus, Embase, and Web of Science were searched systematically up to 1 March 2022. The risk of bias was assessed for cross-sectional studies through the Newcastle-Ottawa Scale score. RESULTS Our review included ten cross-sectional studies consisting of 485 participants. Substantial alternations in hepatic transporters were seen during NAFLD progression to non-alcoholic steatohepatitis (NASH) in comparison with control groups. A significant reduction in expression and function of several hepatic uptake transporters, upregulation of many efflux transporters, downregulation of cholesterol efflux transporters, and mislocalization of canalicular transporter ABCC2 are associated with NAFLD progression. CONCLUSION Since extensive changes in hepatic transporters could alter the pharmacokinetics of the drugs and potentially affect the safety and efficacy of drugs, close monitoring of drug administration is highly suggested in patients with NASH.
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7
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The next frontier in ADME science: Predicting transporter-based drug disposition, tissue concentrations and drug-drug interactions in humans. Pharmacol Ther 2022; 238:108271. [DOI: 10.1016/j.pharmthera.2022.108271] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Revised: 08/05/2022] [Accepted: 08/17/2022] [Indexed: 12/25/2022]
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8
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Zamek-Gliszczynski MJ, Sangha V, Shen H, Feng B, Wittwer MB, Varma MVS, Liang X, Sugiyama Y, Zhang L, Bendayan R. Transporters in drug development: International transporter consortium update on emerging transporters of clinical importance. Clin Pharmacol Ther 2022; 112:485-500. [PMID: 35561119 DOI: 10.1002/cpt.2644] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Accepted: 05/08/2022] [Indexed: 11/07/2022]
Abstract
During its 4th transporter workshop in 2021, the International Transporter Consortium (ITC) provided updates on emerging clinically relevant transporters for drug development. Previously highlighted and new transporters were considered based on up-to-date clinical evidence of their importance in drug-drug interactions and potential for altered drug efficacy and safety, including drug-nutrient interactions leading to nutrient deficiencies. For the first time, folate transport pathways (PCFT, RFC, and FRα) were examined in-depth as a potential mechanism of drug-induced folate deficiency and related toxicities (e.g., neural tube defects, megaloblastic anemia). However, routine toxicology studies conducted in support of drug development appear sufficient to flag such folate deficiency toxicities, while prospective prediction from in vitro folate metabolism and transport inhibition is not well enough established to inform drug development. Previous suggestion of retrospective study of intestinal OATP2B1 inhibition to explain unexpected decreases in drug exposure were updated. Furthermore, when the absorption of a new molecular entity is more rapid and extensive than can be explained by passive permeability, evaluation of OATP2B1 transport may be considered. Emerging research on hepatic and renal OAT2 is summarized, but current understanding of the importance of OAT2 was deemed insufficient to justify specific consideration for drug development. Hepatic, renal, and intestinal MRPs (MRP2, MRP3, MRP4) were revisited. MRPs may be considered when they are suspected to be the major determinant of drug disposition (e.g., direct glucuronide conjugates); MRP2 inhibition as a mechanistic explanation for drug-induced hyperbilirubinemia remains justified. There were no major changes in recommendations from previous ITC whitepapers.
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Affiliation(s)
| | - Vishal Sangha
- Department of Pharmaceutical Sciences, University of Toronto, Leslie Dan Faculty of Pharmacy, 144 College Street, Toronto, ON, M5S 3M2, Canada
| | - Hong Shen
- Drug Metabolism and PK, Bristol Myers Squibb Company, Route 206 & Province Line Road, Princeton, NJ, 08543, USA
| | - Bo Feng
- Drug Metabolism and PK, Vertex Pharmaceuticals, Inc, 50 Northern Avenue, Boston, MA, 02210, USA
| | - Matthias B Wittwer
- Roche Pharma Research and Early Development, Pharmaceutical Sciences, Roche Innovation Center Basel, F. Hoffmann-La Roche Ltd, Grenzacherstrasse 124, CH-4070, Basel, Switzerland
| | - Manthena V S Varma
- PK, Dynamics and Metabolism, Medicine Design, Pfizer Inc, Worldwide R&D, Groton, CT, 06340, USA
| | - Xiaomin Liang
- Drug Metabolism, Gilead Sciences, Inc, 333 Lakeside Drive, Foster City, CA, 94404, USA
| | - Yuichi Sugiyama
- Laboratory of Quantitative System PK/Pharmacodynamics, School of Pharmacy, Josai International University, Kioicho Campus, Tokyo, 102-0093, Japan
| | - Lei Zhang
- Office of Research and Standards, Office of Generic Drugs, Center for Drug Evaluation and Research, U.S. Food and Drug Administration, 10903 New Hampshire Ave, Silver Spring, MD, 20993, USA
| | - Reina Bendayan
- Department of Pharmaceutical Sciences, University of Toronto, Leslie Dan Faculty of Pharmacy, 144 College Street, Toronto, ON, M5S 3M2, Canada
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9
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Chu X, Chan GH, Houle R, Lin M, Yabut J, Fandozzi C. In Vitro Assessment of Transporter Mediated Perpetrator DDIs for Several Hepatitis C Virus Direct-Acting Antiviral Drugs and Prediction of DDIs with Statins Using Static Models. AAPS J 2022; 24:45. [DOI: 10.1208/s12248-021-00677-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Accepted: 12/21/2021] [Indexed: 01/04/2023] Open
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10
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Storelli F, Li CY, Sachar M, Kumar V, Heyward S, Sáfár Z, Kis E, Unadkat JD. Prediction of Hepatobiliary Clearances and Hepatic Concentrations of Transported Drugs in Humans Using Rosuvastatin as a Model Drug. Clin Pharmacol Ther 2022; 112:593-604. [DOI: 10.1002/cpt.2556] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 01/31/2022] [Indexed: 11/08/2022]
Affiliation(s)
- Flavia Storelli
- Department of Pharmaceutics University of Washington Seattle WA USA
| | - Cindy Yanfei Li
- Department of Pharmaceutics University of Washington Seattle WA USA
| | - Madhav Sachar
- Department of Pharmaceutics University of Washington Seattle WA USA
| | - Vineet Kumar
- Department of Pharmaceutics University of Washington Seattle WA USA
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Wang L, Zhu Z, Tran D, Seo SK, Pan X. Advancing Estimation of Hepatobiliary Clearances in Physiologically Based Pharmacokinetic Models of Rosuvastatin Using Human Hepatic Concentrations. Pharm Res 2021; 38:2035-2046. [PMID: 34862570 DOI: 10.1007/s11095-021-03138-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Accepted: 11/06/2021] [Indexed: 10/19/2022]
Abstract
PURPOSE To estimate hepatobiliary clearances of rosuvastatin via simultaneously fitting to reported human positron emission tomography (PET) data in the liver and gallbladder. METHODS A hepatobiliary model incorporating five intrinsic hepatobiliary clearances (active uptake clearance at the sinusoidal membrane, efflux clearance by passive diffusion through the sinusoidal membrane, influx clearance by passive diffusion through sinusoidal membrane, clearance of biliary excretion at the canalicular membrane, and intercompartment clearance from the intrahepatic bile duct to the gallbladder) and three compartments (liver, intrahepatic bile duct, and gallbladder) was developed to simultaneously fit rosuvastatin liver and gallbladder data from a representative subject reported by Billington et al. (1). Two liver blood supply input functions, arterial input function and dual input function (using peripheral venous as an alternative to portal vein), were assessed. Additionally, the predictive performance between the established model and four reported models trained with only systemic exposure data, was evaluated by comparing simulated liver and gallbladder profiles with observations. RESULTS The established hepatobiliary model well captured the kinetic profiles of rosuvastatin in the liver and gallbladder during the PET scans. Application of dual input function led to a marked underestimation of liver concentrations at the initial stage after i.v. dosing which cannot be offset by altering model parameter values. The simulated hepatobiliary profiles from three of the reported models demonstrated substantial deviation from the observed data. CONCLUSIONS The present study highlights the necessity of using hepatobiliary data to verify and improve the predictive performance of hepatic disposition of rosuvastatin.
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Affiliation(s)
- Li Wang
- Division of Cardiometabolic and Endocrine Pharmacology, Office of Clinical Pharmacology, Office of Translational Sciences, Food and Drug Administration, 10903 New Hampshire Ave, Silver Spring, MD, 20993, USA
| | - Zhiyao Zhu
- Division of Cardiometabolic and Endocrine Pharmacology, Office of Clinical Pharmacology, Office of Translational Sciences, Food and Drug Administration, 10903 New Hampshire Ave, Silver Spring, MD, 20993, USA
| | - Doanh Tran
- Division of Cardiometabolic and Endocrine Pharmacology, Office of Clinical Pharmacology, Office of Translational Sciences, Food and Drug Administration, 10903 New Hampshire Ave, Silver Spring, MD, 20993, USA
| | - Shirley K Seo
- Division of Cardiometabolic and Endocrine Pharmacology, Office of Clinical Pharmacology, Office of Translational Sciences, Food and Drug Administration, 10903 New Hampshire Ave, Silver Spring, MD, 20993, USA
| | - Xiaolei Pan
- Division of Cardiometabolic and Endocrine Pharmacology, Office of Clinical Pharmacology, Office of Translational Sciences, Food and Drug Administration, 10903 New Hampshire Ave, Silver Spring, MD, 20993, USA.
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12
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Oorts M, Van Brantegem P, Deferm N, Chatterjee S, Dreesen E, Cooreman A, Vinken M, Richert L, Annaert P. Bosentan Alters Endo- and Exogenous Bile Salt Disposition in Sandwich-Cultured Human Hepatocytes. J Pharmacol Exp Ther 2021; 379:20-32. [PMID: 34349015 DOI: 10.1124/jpet.121.000695] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2021] [Accepted: 07/28/2021] [Indexed: 01/29/2023] Open
Abstract
Bosentan, a well-known cholestatic agent, was not identified as cholestatic at concentrations up to 200 µM based on the drug-induced cholestasis (DIC) index value, determined in a sandwich-cultured human hepatocyte (SCHH)-based DIC assay. To obtain further quantitative insights into the effects of bosentan on cellular bile salt handling by human hepatocytes, the present study determined the effect of 2.5-25 µM bosentan on endogenous bile salt levels and on the disposition of 10 µM chenodeoxycholic acid (CDCA) added to the medium in SCHHs. Bosentan reduced intracellular as well as extracellular concentrations of both endogenous glycochenodeoxycholic acid (GCDCA) and glycocholic acid in a concentration-dependent manner. When exposed to 10 µM CDCA, bosentan caused a shift from canalicular efflux to sinusoidal efflux of GCDCA. CDCA levels were not affected. Our mechanistic model confirmed the inhibitory effect of bosentan on canalicular GCDCA clearance. Moreover, our results in SCHHs also indicated reduced GCDCA formation. We confirmed the direct inhibitory effect of bosentan on CDCA conjugation with glycine in incubations with liver S9 fraction. SIGNIFICANCE STATEMENT: Bosentan was evaluated at therapeutically relevant concentrations (2.5-25 µM) in sandwich-cultured human hepatocytes. It altered bile salt disposition and inhibited canalicular secretion of glycochenodeoxycholic acid (GCDCA). Within 24 hours, bosentan caused a shift from canalicular to sinusoidal efflux of GCDCA. These results also indicated reduced GCDCA formation. This study confirmed a direct effect of bosentan on chenodeoxycholic acid conjugation with glycine in liver S9 fraction.
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Affiliation(s)
- Marlies Oorts
- Drug Delivery and Disposition (M.O., P.V.B., N.D., P.A.) and Clinical Pharmacology and Pharmacotherapy (E.D.), Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium (A.C.); Pharmaceutical Candidate Optimization, Biocon Bristol-Myers Squibb Research Center, Syngene International, Bangalore, India (S.C.); Uppsala Pharmacometrics Research Group, Department of Pharmacy, Uppsala University, Uppsala, Sweden (E.D.); Department of Pharmaceutical and Pharmacological Sciences, Vrije Universiteit Brussel, Brussels, Belgium (M.V.); KaLy-Cell, Plobsheim, France (L.R.); and BioNotus, Niel, Belgium (P.A.)
| | - Pieter Van Brantegem
- Drug Delivery and Disposition (M.O., P.V.B., N.D., P.A.) and Clinical Pharmacology and Pharmacotherapy (E.D.), Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium (A.C.); Pharmaceutical Candidate Optimization, Biocon Bristol-Myers Squibb Research Center, Syngene International, Bangalore, India (S.C.); Uppsala Pharmacometrics Research Group, Department of Pharmacy, Uppsala University, Uppsala, Sweden (E.D.); Department of Pharmaceutical and Pharmacological Sciences, Vrije Universiteit Brussel, Brussels, Belgium (M.V.); KaLy-Cell, Plobsheim, France (L.R.); and BioNotus, Niel, Belgium (P.A.)
| | - Neel Deferm
- Drug Delivery and Disposition (M.O., P.V.B., N.D., P.A.) and Clinical Pharmacology and Pharmacotherapy (E.D.), Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium (A.C.); Pharmaceutical Candidate Optimization, Biocon Bristol-Myers Squibb Research Center, Syngene International, Bangalore, India (S.C.); Uppsala Pharmacometrics Research Group, Department of Pharmacy, Uppsala University, Uppsala, Sweden (E.D.); Department of Pharmaceutical and Pharmacological Sciences, Vrije Universiteit Brussel, Brussels, Belgium (M.V.); KaLy-Cell, Plobsheim, France (L.R.); and BioNotus, Niel, Belgium (P.A.)
| | - Sagnik Chatterjee
- Drug Delivery and Disposition (M.O., P.V.B., N.D., P.A.) and Clinical Pharmacology and Pharmacotherapy (E.D.), Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium (A.C.); Pharmaceutical Candidate Optimization, Biocon Bristol-Myers Squibb Research Center, Syngene International, Bangalore, India (S.C.); Uppsala Pharmacometrics Research Group, Department of Pharmacy, Uppsala University, Uppsala, Sweden (E.D.); Department of Pharmaceutical and Pharmacological Sciences, Vrije Universiteit Brussel, Brussels, Belgium (M.V.); KaLy-Cell, Plobsheim, France (L.R.); and BioNotus, Niel, Belgium (P.A.)
| | - Erwin Dreesen
- Drug Delivery and Disposition (M.O., P.V.B., N.D., P.A.) and Clinical Pharmacology and Pharmacotherapy (E.D.), Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium (A.C.); Pharmaceutical Candidate Optimization, Biocon Bristol-Myers Squibb Research Center, Syngene International, Bangalore, India (S.C.); Uppsala Pharmacometrics Research Group, Department of Pharmacy, Uppsala University, Uppsala, Sweden (E.D.); Department of Pharmaceutical and Pharmacological Sciences, Vrije Universiteit Brussel, Brussels, Belgium (M.V.); KaLy-Cell, Plobsheim, France (L.R.); and BioNotus, Niel, Belgium (P.A.)
| | - Axelle Cooreman
- Drug Delivery and Disposition (M.O., P.V.B., N.D., P.A.) and Clinical Pharmacology and Pharmacotherapy (E.D.), Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium (A.C.); Pharmaceutical Candidate Optimization, Biocon Bristol-Myers Squibb Research Center, Syngene International, Bangalore, India (S.C.); Uppsala Pharmacometrics Research Group, Department of Pharmacy, Uppsala University, Uppsala, Sweden (E.D.); Department of Pharmaceutical and Pharmacological Sciences, Vrije Universiteit Brussel, Brussels, Belgium (M.V.); KaLy-Cell, Plobsheim, France (L.R.); and BioNotus, Niel, Belgium (P.A.)
| | - Mathieu Vinken
- Drug Delivery and Disposition (M.O., P.V.B., N.D., P.A.) and Clinical Pharmacology and Pharmacotherapy (E.D.), Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium (A.C.); Pharmaceutical Candidate Optimization, Biocon Bristol-Myers Squibb Research Center, Syngene International, Bangalore, India (S.C.); Uppsala Pharmacometrics Research Group, Department of Pharmacy, Uppsala University, Uppsala, Sweden (E.D.); Department of Pharmaceutical and Pharmacological Sciences, Vrije Universiteit Brussel, Brussels, Belgium (M.V.); KaLy-Cell, Plobsheim, France (L.R.); and BioNotus, Niel, Belgium (P.A.)
| | - Lysiane Richert
- Drug Delivery and Disposition (M.O., P.V.B., N.D., P.A.) and Clinical Pharmacology and Pharmacotherapy (E.D.), Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium (A.C.); Pharmaceutical Candidate Optimization, Biocon Bristol-Myers Squibb Research Center, Syngene International, Bangalore, India (S.C.); Uppsala Pharmacometrics Research Group, Department of Pharmacy, Uppsala University, Uppsala, Sweden (E.D.); Department of Pharmaceutical and Pharmacological Sciences, Vrije Universiteit Brussel, Brussels, Belgium (M.V.); KaLy-Cell, Plobsheim, France (L.R.); and BioNotus, Niel, Belgium (P.A.)
| | - Pieter Annaert
- Drug Delivery and Disposition (M.O., P.V.B., N.D., P.A.) and Clinical Pharmacology and Pharmacotherapy (E.D.), Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium (A.C.); Pharmaceutical Candidate Optimization, Biocon Bristol-Myers Squibb Research Center, Syngene International, Bangalore, India (S.C.); Uppsala Pharmacometrics Research Group, Department of Pharmacy, Uppsala University, Uppsala, Sweden (E.D.); Department of Pharmaceutical and Pharmacological Sciences, Vrije Universiteit Brussel, Brussels, Belgium (M.V.); KaLy-Cell, Plobsheim, France (L.R.); and BioNotus, Niel, Belgium (P.A.)
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13
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Izat N, Kaplan O, Celebier M, Sahin S. Bioanalytical Method Validation of an RP-HPLC Method for Determination of Rifampicin in Liver Perfusion Studies. CURR PHARM ANAL 2021. [DOI: 10.2174/1573412916999200526115445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Background:
The number of validated quantification methods for rifampicin, a prototypical Oatp inhibitor, in biological rat samples was limited.
Objective:
This study was conducted to validate a modified reversed-phase liquid chromatographic method for the determination of rifampicin in rat liver tissue according to the current ICH M10 Bioanalytical Method Validation Draft Guideline (2019) for application to samples of in situ rat liver perfusion studies.
Methods:
Liver tissue samples were obtained from recirculatory in situ rat liver perfusion studies. The
analysis was performed on a C18 column with a mobile phase composed of 0.05 M phosphate buffer
(pH 4.58): acetonitrile (55:45, v/v). The assay was validated for selectivity, calibration curve and
range, matrix effect, carry-over, accuracy and precision, reinjection reproducibility, and stability.
Results:
he method was considered selective and stable, without having carry-over and matrix effects.
The calibration curve was linear (R2: 0.9983) within the calibration range (0.5-60 ppm). Accuracy and
precision values fulfilled the required limits. Liver concentrations of rifampicin in liver tissue, obtained
after 60 min perfusion with 10 μM and 50 μM of rifampicin, were 45.1 ± 11.2 and 313.4 ± 84.4 μM,
respectively.
Conclusion:
The bioanalytical method validation was completed and the method was successfully applied for the determination of rifampicin in rat liver tissue.
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Affiliation(s)
- Nihan Izat
- Department of Pharmaceutical Technology, Faculty of Pharmacy, Hacettepe University, Ankara,Turkey
| | - Ozan Kaplan
- Department of Analytical Chemistry, Faculty of Pharmacy, Hacettepe University, Ankara,Turkey
| | - Mustafa Celebier
- Department of Analytical Chemistry, Faculty of Pharmacy, Hacettepe University, Ankara,Turkey
| | - Selma Sahin
- Department of Pharmaceutical Technology, Faculty of Pharmacy, Hacettepe University, Ankara,Turkey
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14
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Costales C, Lin J, Kimoto E, Yamazaki S, Gosset JR, Rodrigues AD, Lazzaro S, West MA, West M, Varma MVS. Quantitative prediction of breast cancer resistant protein mediated drug-drug interactions using physiologically-based pharmacokinetic modeling. CPT-PHARMACOMETRICS & SYSTEMS PHARMACOLOGY 2021; 10:1018-1031. [PMID: 34164937 PMCID: PMC8452302 DOI: 10.1002/psp4.12672] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 05/18/2021] [Accepted: 05/24/2021] [Indexed: 12/11/2022]
Abstract
Quantitative assessment of drug‐drug interactions (DDIs) involving breast cancer resistance protein (BCRP) inhibition is challenged by overlapping substrate/inhibitor specificity. This study used physiologically‐based pharmacokinetic (PBPK) modeling to delineate the effects of inhibitor drugs on BCRP‐ and organic anion transporting polypeptide (OATP)1B‐mediated disposition of rosuvastatin, which is a recommended BCRP clinical probe. Initial static model analysis using in vitro inhibition data suggested BCRP/OATP1B DDI risk while considering regulatory cutoff criteria for a majority of inhibitors assessed (25 of 27), which increased rosuvastatin plasma exposure to varying degree (~ 0–600%). However, rosuvastatin area under plasma concentration‐time curve (AUC) was minimally impacted by BCRP inhibitors with calculated G‐value (= gut concentration/inhibition potency) below 100. A comprehensive PBPK model accounting for intestinal (OATP2B1 and BCRP), hepatic (OATP1B, BCRP, and MRP4), and renal (OAT3) transport mechanisms was developed for rosuvastatin. Adopting in vitro inhibition data, rosuvastatin plasma AUC changes were predicted within 25% error for 9 of 12 inhibitors evaluated via PBPK modeling. This study illustrates the adequacy and utility of a mechanistic model‐informed approach in quantitatively assessing BCRP‐mediated DDIs.
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Affiliation(s)
- Chester Costales
- Pharmacokinetics, Dynamics and Metabolism, Medicine Design, Worldwide R&D, Pfizer Inc, Groton, CT, USA
| | - Jian Lin
- Pharmacokinetics, Dynamics and Metabolism, Medicine Design, Worldwide R&D, Pfizer Inc, Groton, CT, USA
| | - Emi Kimoto
- Pharmacokinetics, Dynamics and Metabolism, Medicine Design, Worldwide R&D, Pfizer Inc, Groton, CT, USA
| | - Shinji Yamazaki
- Pharmacokinetics, Dynamics and Metabolism, Medicine Design, Worldwide R&D, Pfizer Inc, San Diego, CA, USA
| | - James R Gosset
- Pharmacokinetics, Dynamics and Metabolism, Medicine Design, Worldwide R&D, Pfizer Inc, Cambridge, MA, USA
| | - A David Rodrigues
- Pharmacokinetics, Dynamics and Metabolism, Medicine Design, Worldwide R&D, Pfizer Inc, Groton, CT, USA
| | - Sarah Lazzaro
- Pharmacokinetics, Dynamics and Metabolism, Medicine Design, Worldwide R&D, Pfizer Inc, Groton, CT, USA
| | - Mark A West
- Pharmacokinetics, Dynamics and Metabolism, Medicine Design, Worldwide R&D, Pfizer Inc, Groton, CT, USA
| | - Michael West
- Discovery Science, Medicine Design, Worldwide R&D, Pfizer Inc, Groton, CT, USA
| | - Manthena V S Varma
- Pharmacokinetics, Dynamics and Metabolism, Medicine Design, Worldwide R&D, Pfizer Inc, Groton, CT, USA
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15
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Deng F, Tuomi SK, Neuvonen M, Hirvensalo P, Kulju S, Wenzel C, Oswald S, Filppula AM, Niemi M. Comparative Hepatic and Intestinal Efflux Transport of Statins. Drug Metab Dispos 2021; 49:750-759. [PMID: 34162690 DOI: 10.1124/dmd.121.000430] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Accepted: 06/14/2021] [Indexed: 11/22/2022] Open
Abstract
Previous studies have shown that lipid-lowering statins are transported by various ATP-binding cassette (ABC) transporters. However, because of varying methods, it is difficult to compare the transport profiles of statins. Therefore, we investigated the transport of 10 statins or statin metabolites by six ABC transporters using human embryonic kidney cell-derived membrane vesicles. The transporter protein expression levels in the vesicles were quantified with liquid chromatography-tandem mass spectrometry and used to scale the measured clearances to tissue levels. In our study, apically expressed breast cancer resistance protein (BCRP) and P-glycoprotein (P-gp) transported atorvastatin, fluvastatin, pitavastatin, and rosuvastatin. Multidrug resistance-associated protein 3 (MRP3) transported atorvastatin, fluvastatin, pitavastatin, and, to a smaller extent, pravastatin. MRP4 transported fluvastatin and rosuvastatin. The scaled clearances suggest that BCRP contributes to 87%-91% and 84% of the total active efflux of rosuvastatin in the small intestine and the liver, respectively. For atorvastatin, the corresponding values for P-gp-mediated efflux were 43%-79% and 66%, respectively. MRP3, on the other hand, may contribute to 23%-26% and 25%-37% of total active efflux of atorvastatin, fluvastatin, and pitavastatin in jejunal enterocytes and liver hepatocytes, respectively. These data indicate that BCRP may play an important role in limiting the intestinal absorption and facilitating the biliary excretion of rosuvastatin and that P-gp may restrict the intestinal absorption and mediate the biliary excretion of atorvastatin. Moreover, the basolateral MRP3 may enhance the intestinal absorption and sinusoidal hepatic efflux of several statins. Taken together, the data show that statins differ considerably in their efflux transport profiles. SIGNIFICANCE STATEMENT: This study characterized and compared the transport of atorvastatin, fluvastatin, pitavastatin, pravastatin, rosuvastatin, and simvastatin acid and four atorvastatin metabolites by six ABC transporters (BCRP, MRP2, MRP3, MRP4, MRP8, P-gp). Based on in vitro findings and protein abundance data, the study concludes that BCRP, MRP3, and P-gp have a major impact in the efflux of various statins. Together with in vitro metabolism, uptake transport, and clinical data, our findings are applicable for use in comparative systems pharmacology modeling of statins.
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Affiliation(s)
- Feng Deng
- Department of Clinical Pharmacology, Faculty of Medicine (F.D., S.-K.T., M.Ne, P.H., S.K., A.M.F., M.Ni.), and Individualized Drug Therapy Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland (F.D., S.-K.T., M.Ne, P.H., S.K., A.M.F., M.Ni.); Institute of Pharmacology, Center of Drug Absorption and Transport, University Medicine Greifswald, Greifswald, Germany (C.W., S.O.); Institute of Pharmacology and Toxicology, Rostock University Medical Center, Rostock, Germany (S.O.); and Department of Clinical Pharmacology, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland (M.Ni.)
| | - Suvi-Kukka Tuomi
- Department of Clinical Pharmacology, Faculty of Medicine (F.D., S.-K.T., M.Ne, P.H., S.K., A.M.F., M.Ni.), and Individualized Drug Therapy Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland (F.D., S.-K.T., M.Ne, P.H., S.K., A.M.F., M.Ni.); Institute of Pharmacology, Center of Drug Absorption and Transport, University Medicine Greifswald, Greifswald, Germany (C.W., S.O.); Institute of Pharmacology and Toxicology, Rostock University Medical Center, Rostock, Germany (S.O.); and Department of Clinical Pharmacology, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland (M.Ni.)
| | - Mikko Neuvonen
- Department of Clinical Pharmacology, Faculty of Medicine (F.D., S.-K.T., M.Ne, P.H., S.K., A.M.F., M.Ni.), and Individualized Drug Therapy Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland (F.D., S.-K.T., M.Ne, P.H., S.K., A.M.F., M.Ni.); Institute of Pharmacology, Center of Drug Absorption and Transport, University Medicine Greifswald, Greifswald, Germany (C.W., S.O.); Institute of Pharmacology and Toxicology, Rostock University Medical Center, Rostock, Germany (S.O.); and Department of Clinical Pharmacology, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland (M.Ni.)
| | - Päivi Hirvensalo
- Department of Clinical Pharmacology, Faculty of Medicine (F.D., S.-K.T., M.Ne, P.H., S.K., A.M.F., M.Ni.), and Individualized Drug Therapy Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland (F.D., S.-K.T., M.Ne, P.H., S.K., A.M.F., M.Ni.); Institute of Pharmacology, Center of Drug Absorption and Transport, University Medicine Greifswald, Greifswald, Germany (C.W., S.O.); Institute of Pharmacology and Toxicology, Rostock University Medical Center, Rostock, Germany (S.O.); and Department of Clinical Pharmacology, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland (M.Ni.)
| | - Sami Kulju
- Department of Clinical Pharmacology, Faculty of Medicine (F.D., S.-K.T., M.Ne, P.H., S.K., A.M.F., M.Ni.), and Individualized Drug Therapy Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland (F.D., S.-K.T., M.Ne, P.H., S.K., A.M.F., M.Ni.); Institute of Pharmacology, Center of Drug Absorption and Transport, University Medicine Greifswald, Greifswald, Germany (C.W., S.O.); Institute of Pharmacology and Toxicology, Rostock University Medical Center, Rostock, Germany (S.O.); and Department of Clinical Pharmacology, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland (M.Ni.)
| | - Christoph Wenzel
- Department of Clinical Pharmacology, Faculty of Medicine (F.D., S.-K.T., M.Ne, P.H., S.K., A.M.F., M.Ni.), and Individualized Drug Therapy Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland (F.D., S.-K.T., M.Ne, P.H., S.K., A.M.F., M.Ni.); Institute of Pharmacology, Center of Drug Absorption and Transport, University Medicine Greifswald, Greifswald, Germany (C.W., S.O.); Institute of Pharmacology and Toxicology, Rostock University Medical Center, Rostock, Germany (S.O.); and Department of Clinical Pharmacology, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland (M.Ni.)
| | - Stefan Oswald
- Department of Clinical Pharmacology, Faculty of Medicine (F.D., S.-K.T., M.Ne, P.H., S.K., A.M.F., M.Ni.), and Individualized Drug Therapy Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland (F.D., S.-K.T., M.Ne, P.H., S.K., A.M.F., M.Ni.); Institute of Pharmacology, Center of Drug Absorption and Transport, University Medicine Greifswald, Greifswald, Germany (C.W., S.O.); Institute of Pharmacology and Toxicology, Rostock University Medical Center, Rostock, Germany (S.O.); and Department of Clinical Pharmacology, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland (M.Ni.)
| | - Anne M Filppula
- Department of Clinical Pharmacology, Faculty of Medicine (F.D., S.-K.T., M.Ne, P.H., S.K., A.M.F., M.Ni.), and Individualized Drug Therapy Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland (F.D., S.-K.T., M.Ne, P.H., S.K., A.M.F., M.Ni.); Institute of Pharmacology, Center of Drug Absorption and Transport, University Medicine Greifswald, Greifswald, Germany (C.W., S.O.); Institute of Pharmacology and Toxicology, Rostock University Medical Center, Rostock, Germany (S.O.); and Department of Clinical Pharmacology, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland (M.Ni.)
| | - Mikko Niemi
- Department of Clinical Pharmacology, Faculty of Medicine (F.D., S.-K.T., M.Ne, P.H., S.K., A.M.F., M.Ni.), and Individualized Drug Therapy Research Program, Faculty of Medicine, University of Helsinki, Helsinki, Finland (F.D., S.-K.T., M.Ne, P.H., S.K., A.M.F., M.Ni.); Institute of Pharmacology, Center of Drug Absorption and Transport, University Medicine Greifswald, Greifswald, Germany (C.W., S.O.); Institute of Pharmacology and Toxicology, Rostock University Medical Center, Rostock, Germany (S.O.); and Department of Clinical Pharmacology, HUS Diagnostic Center, Helsinki University Hospital, Helsinki, Finland (M.Ni.)
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16
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Izat N, Sahin S. Hepatic transporter-mediated pharmacokinetic drug-drug interactions: Recent studies and regulatory recommendations. Biopharm Drug Dispos 2021; 42:45-77. [PMID: 33507532 DOI: 10.1002/bdd.2262] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2020] [Revised: 12/16/2020] [Accepted: 01/13/2021] [Indexed: 12/13/2022]
Abstract
Transporter-mediated drug-drug interactions are one of the major mechanisms in pharmacokinetic-based drug interactions and correspondingly affecting drugs' safety and efficacy. Regulatory bodies underlined the importance of the evaluation of transporter-mediated interactions as a part of the drug development process. The liver is responsible for the elimination of a wide range of endogenous and exogenous compounds via metabolism and biliary excretion. Therefore, hepatic uptake transporters, expressed on the sinusoidal membranes of hepatocytes, and efflux transporters mediating the transport from hepatocytes to the bile are determinant factors for pharmacokinetics of drugs, and hence, drug-drug interactions. In parallel with the growing research interest in this area, regulatory guidances have been updated with detailed assay models and criteria. According to well-established preclinical results, observed or expected hepatic transporter-mediated drug-drug interactions can be taken into account for clinical studies. In this paper, various methods including in vitro, in situ, in vivo, in silico approaches, and combinational concepts and several clinical studies on the assessment of transporter-mediated drug-drug interactions were reviewed. Informative and effective evaluation by preclinical tools together with the integration of pharmacokinetic modeling and simulation can reduce unexpected clinical outcomes and enhance the success rate in drug development.
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Affiliation(s)
- Nihan Izat
- Department of Pharmaceutical Technology, Faculty of Pharmacy, Hacettepe University, Ankara, Turkey
| | - Selma Sahin
- Department of Pharmaceutical Technology, Faculty of Pharmacy, Hacettepe University, Ankara, Turkey
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17
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Bowman CM, Ma F, Mao J, Chen Y. Examination of Physiologically-Based Pharmacokinetic Models of Rosuvastatin. CPT-PHARMACOMETRICS & SYSTEMS PHARMACOLOGY 2020; 10:5-17. [PMID: 33220025 PMCID: PMC7825190 DOI: 10.1002/psp4.12571] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Accepted: 10/19/2020] [Indexed: 12/14/2022]
Abstract
Physiologically‐based pharmacokinetic (PBPK) modeling is increasingly used to predict drug disposition and drug–drug interactions (DDIs). However, accurately predicting the pharmacokinetics of transporter substrates and transporter‐mediated DDIs (tDDIs) is still challenging. Rosuvastatin is a commonly used substrate probe in DDI risk assessment for new molecular entities (NMEs) that are potential organic anion transporting polypeptide 1B or breast cancer resistance protein transporter inhibitors, and as such, several rosuvastatin PBPK models have been developed to try to predict the clinical DDI and support NME drug labeling. In this review, we examine five representative PBPK rosuvastatin models, discuss common challenges that the models have come across, and note remaining gaps. These shared learnings will help with the continuing efforts of rosuvastatin model validation, provide more information to understand transporter‐mediated drug disposition, and increase confidence in tDDI prediction.
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Affiliation(s)
- Christine M Bowman
- Department of Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California, USA
| | - Fang Ma
- Department of Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California, USA
| | - Jialin Mao
- Department of Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California, USA
| | - Yuan Chen
- Department of Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California, USA
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18
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Ito S, Lee W, Park JE, Yasunaga M, Mori A, Ohtsuki S, Sugiyama Y. Transient, Tunable Expression of NTCP and BSEP in MDCKII Cells for Kinetic Delineation of the Rate-Determining Process and Inhibitory Effects of Rifampicin in Hepatobiliary Transport of Taurocholate. J Pharm Sci 2020; 110:365-375. [PMID: 33159914 DOI: 10.1016/j.xphs.2020.10.064] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 10/14/2020] [Accepted: 10/30/2020] [Indexed: 11/16/2022]
Abstract
In predicting the hepatic elimination of compounds, the extended clearance concept has proven useful. Yet, its experimental proof was scarce partly due to the lack of models with the controlled expression of transporters. Here, the uptake and efflux transporters [NTCP (SLC10A1) and BSEP (ABCB11), respectively] were doubly and transiently expressed in MDCKII cells by electroporation-based transfection (with the BSEP plasmid amount varied and with the NTCP plasmid fixed), achieving the activity levels of NTCP and BSEP comparable to those of sandwich cultured human hepatocytes. The biliary excretion clearance for taurocholate increased proportionally to the BSEP expression level. Under the same conditions, the basal-to-apical transcellular clearance of taurocholate displayed an initial increase, and a subsequent plateau, indicating that the basolateral uptake of taurocholate became rate-limiting. The doubly transfected MDCKII cells were also used to kinetically analyze the inhibitory effects of rifampicin on BSEP and NTCP. The obtained results showed a bell-shaped profile for cell-to-medium concentration ratios over a range of rifampicin concentrations, which were quantitatively captured by kinetic modeling based on the extended clearance concept. The present study highlights the utility of the transient, tunable transporter expression system in delineating the rate-determining process and providing mechanistic insights into intracellular substrate accumulation.
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Affiliation(s)
- Sumito Ito
- GenoMembrane Co., Ltd, 2-3-18 Namamugi, Tsurumi-ku, Yokohama, Kanagawa 230-0052, Japan.
| | - Wooin Lee
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, Seoul 08826, Republic of Korea
| | - Ji Eun Park
- Sugiyama Laboratory, RIKEN Baton Zone Program, RIKEN Cluster for Science, RIKEN, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama 230-0045, Japan; Pharmacokinetics, Dynamics and Metabolism, Translational Medicine and Early Development, R&D, Sanofi K.K., 3 Chome-20-2, Nishishinjuku, Tokyo 160-0023, Japan
| | - Masa Yasunaga
- GenoMembrane Co., Ltd, 2-3-18 Namamugi, Tsurumi-ku, Yokohama, Kanagawa 230-0052, Japan
| | - Ayano Mori
- Department of Pharmaceutical Microbiology, School of Pharmacy, Kumamoto University, 5-1 Oe-honmachi, Chuo-ku, Kumamoto 862-0973, Japan
| | - Sumio Ohtsuki
- Department of Pharmaceutical Microbiology, School of Pharmacy, Kumamoto University, 5-1 Oe-honmachi, Chuo-ku, Kumamoto 862-0973, Japan; Department of Pharmaceutical Microbiology, Faculty of Life Sciences, Kumamoto University, 5-1 Oe-honmachi, Chuo-ku, Kumamoto 862-0973, Japan
| | - Yuichi Sugiyama
- Sugiyama Laboratory, RIKEN Baton Zone Program, RIKEN Cluster for Science, RIKEN, 1-7-22 Suehiro-cho, Tsurumi-ku, Yokohama 230-0045, Japan
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19
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Yoshikado T, Lee W, Toshimoto K, Morita K, Kiriake A, Chu X, Lee N, Kimoto E, Varma MVS, Kikuchi R, Scialis RJ, Shen H, Ishiguro N, Lotz R, Li AP, Maeda K, Kusuhara H, Sugiyama Y. Evaluation of Hepatic Uptake of OATP1B Substrates by Short Term-Cultured Plated Human Hepatocytes: Comparison With Isolated Suspended Hepatocytes. J Pharm Sci 2020; 110:376-387. [PMID: 33122051 DOI: 10.1016/j.xphs.2020.10.041] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Revised: 10/20/2020] [Accepted: 10/21/2020] [Indexed: 12/13/2022]
Abstract
Hepatic uptake clearance has been measured in suspended human hepatocytes (SHH). Plated human hepatocytes (PHH) after short-term culturing are increasingly employed to study hepatic transport driven mainly by its higher throughput. To know pros/cons of both systems, the hepatic uptake clearances of several organic anion transporting polypeptide 1B substrates were compared between PHH and SHH by determining the initial uptake velocities or through dynamic model-based analyses. For cerivastatin, pitavastatin and rosuvastatin, initial uptake clearances (PSinf) obtained using PHH were comparable to those using SHH, while cell-to-medium concentration (C/M) ratios were 2.7- to 5.4-fold higher. For pravastatin and dehydropravastatin, hydrophilic compounds with low uptake/cellular binding, their PSinf and C/M ratio in PHH were 1.8- to 3.2-fold lower than those in SHH. These hydrophilic substrates are more prone to wash-off during the uptake study using PHH, which may explain the apparently lower uptake than SHH. The C/M ratios obtained using PHH were stable over an extended time, making PHH suitable to estimate the C/M ratios and hepatocyte-to-medium unbound concentration ratios (Kp,uu). In conclusion, PHH is useful in evaluating hepatic uptake/efflux clearances and Kp,uu of OATP1B substrates in a high-throughput manner, however, a caution is warranted for hydrophilic drugs with low uptake/cellular binding.
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Affiliation(s)
- Takashi Yoshikado
- Sugiyama Laboratory, RIKEN Baton Zone Program, RIKEN Cluster for Science, Technology and Innovation Hub, RIKEN, Yokohama, Kanagawa, Japan; Laboratory of Clinical Pharmacology, Yokohama University of Pharmacy, Yokohama, Kanagawa, Japan
| | - Wooin Lee
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul, Korea
| | - Kota Toshimoto
- Sugiyama Laboratory, RIKEN Baton Zone Program, RIKEN Cluster for Science, Technology and Innovation Hub, RIKEN, Yokohama, Kanagawa, Japan
| | - Kiyoe Morita
- Sugiyama Laboratory, RIKEN Baton Zone Program, RIKEN Cluster for Science, Technology and Innovation Hub, RIKEN, Yokohama, Kanagawa, Japan
| | - Aya Kiriake
- Sugiyama Laboratory, RIKEN Baton Zone Program, RIKEN Cluster for Science, Technology and Innovation Hub, RIKEN, Yokohama, Kanagawa, Japan
| | | | - Nora Lee
- Daewoong Pharmaceutical Co., Ltd, Seoul, Korea
| | - Emi Kimoto
- ADME Sciences, Medicine Design, Worldwide Research and Development, Pfizer Inc, Groton, CT, USA
| | - Manthena V S Varma
- ADME Sciences, Medicine Design, Worldwide Research and Development, Pfizer Inc, Groton, CT, USA
| | | | | | - Hong Shen
- Bristol Myers Squibb, Princeton, NJ, USA
| | - Naoki Ishiguro
- Pharmacokinetics and Non-Clinical Safety Department, Nippon Boehringer Ingelheim Co., Ltd, Kobe, Hyogo, Japan
| | - Ralf Lotz
- Drug Metabolism and Pharmacokinetics, Boehringer Ingelheim Pharma GmbH & Co., KG, Biberach an der Riss, Germany
| | - Albert P Li
- In Vitro ADMET Laboratories Inc, Columbia, MA, USA
| | - Kazuya Maeda
- Laboratory of Molecular Pharmacokinetics, Graduate School of Pharmaceutical Sciences, The University of Tokyo, Tokyo, Japan
| | - Hiroyuki Kusuhara
- Laboratory of Molecular Pharmacokinetics, Graduate School of Pharmaceutical Sciences, The University of Tokyo, Tokyo, Japan
| | - Yuichi Sugiyama
- Sugiyama Laboratory, RIKEN Baton Zone Program, RIKEN Cluster for Science, Technology and Innovation Hub, RIKEN, Yokohama, Kanagawa, Japan.
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Kumar V, Yin M, Ishida K, Salphati L, Hop CECA, Rowbottom C, Xiao G, Lai Y, Mathias A, Chu X, Humphreys WG, Liao M, Nerada Z, Szilvásy N, Heyward S, Unadkat JD. Prediction of Transporter-Mediated Rosuvastatin Hepatic Uptake Clearance and Drug Interaction in Humans Using Proteomics-Informed REF Approach. Drug Metab Dispos 2020; 49:159-168. [PMID: 33051248 DOI: 10.1124/dmd.120.000204] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Accepted: 09/24/2020] [Indexed: 01/08/2023] Open
Abstract
Suspended, plated, or sandwich-cultured human hepatocytes are routinely used for in vitro to in vivo extrapolation (IVIVE) of transporter-mediated hepatic clearance (CL) of drugs. However, these hepatocyte models have been reported to underpredict transporter-mediated in vivo hepatic uptake CL (CL uptake,in vivo ) of some drugs. Therefore, we determined whether transporter-expressing cells (TECs) can accurately predict the CL uptake,in vivo of drugs. To do so, we determined the uptake CL (CL int,uptake,cells ) of rosuvastatin (RSV) by TECs (organic anion transporting polypeptides/Na+-taurocholate cotransporting polypeptide) and then scaled it to that in vivo by relative expression factor (REF) (the ratio of transporter abundance in human livers and TEC) determined by liquid chromatography tandem mass spectrometry-based quantitative proteomics. Both the TEC and hepatocyte models did not meet our predefined success criteria of predicting within 2-fold the RSV CL uptake,in vivo value obtained from our positron emission tomography (PET) imaging. However, the TEC performed better than the hepatocyte models. Interestingly, using REF, TECs successfully predicted RSV CL int,uptake,hep obtained by the hepatocyte models, suggesting that the underprediction of RSV CL uptake,in vivo by TECs and hepatocytes is due to endogenous factor(s) not present in these in vitro models. Therefore, we determined whether inclusion of plasma (or albumin) in TEC uptake studies improved IVIVE of RSV CL uptake,in vivo It did, and our predictions were close to or just fell above our lower 2-fold acceptance boundary. Despite this success, additional studies are needed to improve transporter-mediated IVIVE of hepatic uptake CL of drugs. However, using REF and TEC, we successfully predicted the magnitude of PET-imaged inhibition of RSV CL uptake,in vivo by cyclosporine A. SIGNIFICANCE STATEMENT: We showed that the in vivo transporter-mediated hepatic uptake CL of rosuvastatin, determined by PET imaging, can be predicted (within 2-fold) from in vitro studies in transporter-expressing cells (TECs) (scaled using REF), but only when plasma proteins were included in the in vitro studies. This conclusion did not hold when plasma proteins were absent in the TEC or human hepatocyte studies. Thus, additional studies are needed to improve in vitro to in vivo extrapolation of transporter-mediated drug CL.
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Affiliation(s)
- Vineet Kumar
- Department of Pharmaceutics, University of Washington, Seattle, Washington (V.K., M.Y., K.I., J.D.U.); Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California (L.S., C.E.C.A.H.); DMPK, Biogen Idec, Cambridge, Massachusetts (C.R., G.X.); Clinical Pharmacology (A.M.) and Drug Metabolism (Y.L.), Gilead Sciences, Inc., Foster City, California; Pharmacokinetics, Pharmacodynamics and Drug Metabolism, Merck & Co. Inc., Kenilworth, New Jersey (X.C.); Bristol-Myers Squibb Company, Princeton, New Jersey (W.G.H.); Takeda Pharmaceuticals International Co., Cambridge, Massachusetts (M.L.); SOLVO Biotechnology, Budaörs, Hungary (Z.N., N.S.); and BioIVT, Baltimore, Maryland (S.H.)
| | - Mengyue Yin
- Department of Pharmaceutics, University of Washington, Seattle, Washington (V.K., M.Y., K.I., J.D.U.); Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California (L.S., C.E.C.A.H.); DMPK, Biogen Idec, Cambridge, Massachusetts (C.R., G.X.); Clinical Pharmacology (A.M.) and Drug Metabolism (Y.L.), Gilead Sciences, Inc., Foster City, California; Pharmacokinetics, Pharmacodynamics and Drug Metabolism, Merck & Co. Inc., Kenilworth, New Jersey (X.C.); Bristol-Myers Squibb Company, Princeton, New Jersey (W.G.H.); Takeda Pharmaceuticals International Co., Cambridge, Massachusetts (M.L.); SOLVO Biotechnology, Budaörs, Hungary (Z.N., N.S.); and BioIVT, Baltimore, Maryland (S.H.)
| | - Kazuya Ishida
- Department of Pharmaceutics, University of Washington, Seattle, Washington (V.K., M.Y., K.I., J.D.U.); Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California (L.S., C.E.C.A.H.); DMPK, Biogen Idec, Cambridge, Massachusetts (C.R., G.X.); Clinical Pharmacology (A.M.) and Drug Metabolism (Y.L.), Gilead Sciences, Inc., Foster City, California; Pharmacokinetics, Pharmacodynamics and Drug Metabolism, Merck & Co. Inc., Kenilworth, New Jersey (X.C.); Bristol-Myers Squibb Company, Princeton, New Jersey (W.G.H.); Takeda Pharmaceuticals International Co., Cambridge, Massachusetts (M.L.); SOLVO Biotechnology, Budaörs, Hungary (Z.N., N.S.); and BioIVT, Baltimore, Maryland (S.H.)
| | - Laurent Salphati
- Department of Pharmaceutics, University of Washington, Seattle, Washington (V.K., M.Y., K.I., J.D.U.); Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California (L.S., C.E.C.A.H.); DMPK, Biogen Idec, Cambridge, Massachusetts (C.R., G.X.); Clinical Pharmacology (A.M.) and Drug Metabolism (Y.L.), Gilead Sciences, Inc., Foster City, California; Pharmacokinetics, Pharmacodynamics and Drug Metabolism, Merck & Co. Inc., Kenilworth, New Jersey (X.C.); Bristol-Myers Squibb Company, Princeton, New Jersey (W.G.H.); Takeda Pharmaceuticals International Co., Cambridge, Massachusetts (M.L.); SOLVO Biotechnology, Budaörs, Hungary (Z.N., N.S.); and BioIVT, Baltimore, Maryland (S.H.)
| | - Cornelis E C A Hop
- Department of Pharmaceutics, University of Washington, Seattle, Washington (V.K., M.Y., K.I., J.D.U.); Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California (L.S., C.E.C.A.H.); DMPK, Biogen Idec, Cambridge, Massachusetts (C.R., G.X.); Clinical Pharmacology (A.M.) and Drug Metabolism (Y.L.), Gilead Sciences, Inc., Foster City, California; Pharmacokinetics, Pharmacodynamics and Drug Metabolism, Merck & Co. Inc., Kenilworth, New Jersey (X.C.); Bristol-Myers Squibb Company, Princeton, New Jersey (W.G.H.); Takeda Pharmaceuticals International Co., Cambridge, Massachusetts (M.L.); SOLVO Biotechnology, Budaörs, Hungary (Z.N., N.S.); and BioIVT, Baltimore, Maryland (S.H.)
| | - Christopher Rowbottom
- Department of Pharmaceutics, University of Washington, Seattle, Washington (V.K., M.Y., K.I., J.D.U.); Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California (L.S., C.E.C.A.H.); DMPK, Biogen Idec, Cambridge, Massachusetts (C.R., G.X.); Clinical Pharmacology (A.M.) and Drug Metabolism (Y.L.), Gilead Sciences, Inc., Foster City, California; Pharmacokinetics, Pharmacodynamics and Drug Metabolism, Merck & Co. Inc., Kenilworth, New Jersey (X.C.); Bristol-Myers Squibb Company, Princeton, New Jersey (W.G.H.); Takeda Pharmaceuticals International Co., Cambridge, Massachusetts (M.L.); SOLVO Biotechnology, Budaörs, Hungary (Z.N., N.S.); and BioIVT, Baltimore, Maryland (S.H.)
| | - Guangqing Xiao
- Department of Pharmaceutics, University of Washington, Seattle, Washington (V.K., M.Y., K.I., J.D.U.); Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California (L.S., C.E.C.A.H.); DMPK, Biogen Idec, Cambridge, Massachusetts (C.R., G.X.); Clinical Pharmacology (A.M.) and Drug Metabolism (Y.L.), Gilead Sciences, Inc., Foster City, California; Pharmacokinetics, Pharmacodynamics and Drug Metabolism, Merck & Co. Inc., Kenilworth, New Jersey (X.C.); Bristol-Myers Squibb Company, Princeton, New Jersey (W.G.H.); Takeda Pharmaceuticals International Co., Cambridge, Massachusetts (M.L.); SOLVO Biotechnology, Budaörs, Hungary (Z.N., N.S.); and BioIVT, Baltimore, Maryland (S.H.)
| | - Yurong Lai
- Department of Pharmaceutics, University of Washington, Seattle, Washington (V.K., M.Y., K.I., J.D.U.); Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California (L.S., C.E.C.A.H.); DMPK, Biogen Idec, Cambridge, Massachusetts (C.R., G.X.); Clinical Pharmacology (A.M.) and Drug Metabolism (Y.L.), Gilead Sciences, Inc., Foster City, California; Pharmacokinetics, Pharmacodynamics and Drug Metabolism, Merck & Co. Inc., Kenilworth, New Jersey (X.C.); Bristol-Myers Squibb Company, Princeton, New Jersey (W.G.H.); Takeda Pharmaceuticals International Co., Cambridge, Massachusetts (M.L.); SOLVO Biotechnology, Budaörs, Hungary (Z.N., N.S.); and BioIVT, Baltimore, Maryland (S.H.)
| | - Anita Mathias
- Department of Pharmaceutics, University of Washington, Seattle, Washington (V.K., M.Y., K.I., J.D.U.); Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California (L.S., C.E.C.A.H.); DMPK, Biogen Idec, Cambridge, Massachusetts (C.R., G.X.); Clinical Pharmacology (A.M.) and Drug Metabolism (Y.L.), Gilead Sciences, Inc., Foster City, California; Pharmacokinetics, Pharmacodynamics and Drug Metabolism, Merck & Co. Inc., Kenilworth, New Jersey (X.C.); Bristol-Myers Squibb Company, Princeton, New Jersey (W.G.H.); Takeda Pharmaceuticals International Co., Cambridge, Massachusetts (M.L.); SOLVO Biotechnology, Budaörs, Hungary (Z.N., N.S.); and BioIVT, Baltimore, Maryland (S.H.)
| | - Xiaoyan Chu
- Department of Pharmaceutics, University of Washington, Seattle, Washington (V.K., M.Y., K.I., J.D.U.); Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California (L.S., C.E.C.A.H.); DMPK, Biogen Idec, Cambridge, Massachusetts (C.R., G.X.); Clinical Pharmacology (A.M.) and Drug Metabolism (Y.L.), Gilead Sciences, Inc., Foster City, California; Pharmacokinetics, Pharmacodynamics and Drug Metabolism, Merck & Co. Inc., Kenilworth, New Jersey (X.C.); Bristol-Myers Squibb Company, Princeton, New Jersey (W.G.H.); Takeda Pharmaceuticals International Co., Cambridge, Massachusetts (M.L.); SOLVO Biotechnology, Budaörs, Hungary (Z.N., N.S.); and BioIVT, Baltimore, Maryland (S.H.)
| | - W Griffith Humphreys
- Department of Pharmaceutics, University of Washington, Seattle, Washington (V.K., M.Y., K.I., J.D.U.); Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California (L.S., C.E.C.A.H.); DMPK, Biogen Idec, Cambridge, Massachusetts (C.R., G.X.); Clinical Pharmacology (A.M.) and Drug Metabolism (Y.L.), Gilead Sciences, Inc., Foster City, California; Pharmacokinetics, Pharmacodynamics and Drug Metabolism, Merck & Co. Inc., Kenilworth, New Jersey (X.C.); Bristol-Myers Squibb Company, Princeton, New Jersey (W.G.H.); Takeda Pharmaceuticals International Co., Cambridge, Massachusetts (M.L.); SOLVO Biotechnology, Budaörs, Hungary (Z.N., N.S.); and BioIVT, Baltimore, Maryland (S.H.)
| | - Mingxiang Liao
- Department of Pharmaceutics, University of Washington, Seattle, Washington (V.K., M.Y., K.I., J.D.U.); Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California (L.S., C.E.C.A.H.); DMPK, Biogen Idec, Cambridge, Massachusetts (C.R., G.X.); Clinical Pharmacology (A.M.) and Drug Metabolism (Y.L.), Gilead Sciences, Inc., Foster City, California; Pharmacokinetics, Pharmacodynamics and Drug Metabolism, Merck & Co. Inc., Kenilworth, New Jersey (X.C.); Bristol-Myers Squibb Company, Princeton, New Jersey (W.G.H.); Takeda Pharmaceuticals International Co., Cambridge, Massachusetts (M.L.); SOLVO Biotechnology, Budaörs, Hungary (Z.N., N.S.); and BioIVT, Baltimore, Maryland (S.H.)
| | - Zsuzsanna Nerada
- Department of Pharmaceutics, University of Washington, Seattle, Washington (V.K., M.Y., K.I., J.D.U.); Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California (L.S., C.E.C.A.H.); DMPK, Biogen Idec, Cambridge, Massachusetts (C.R., G.X.); Clinical Pharmacology (A.M.) and Drug Metabolism (Y.L.), Gilead Sciences, Inc., Foster City, California; Pharmacokinetics, Pharmacodynamics and Drug Metabolism, Merck & Co. Inc., Kenilworth, New Jersey (X.C.); Bristol-Myers Squibb Company, Princeton, New Jersey (W.G.H.); Takeda Pharmaceuticals International Co., Cambridge, Massachusetts (M.L.); SOLVO Biotechnology, Budaörs, Hungary (Z.N., N.S.); and BioIVT, Baltimore, Maryland (S.H.)
| | - Nóra Szilvásy
- Department of Pharmaceutics, University of Washington, Seattle, Washington (V.K., M.Y., K.I., J.D.U.); Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California (L.S., C.E.C.A.H.); DMPK, Biogen Idec, Cambridge, Massachusetts (C.R., G.X.); Clinical Pharmacology (A.M.) and Drug Metabolism (Y.L.), Gilead Sciences, Inc., Foster City, California; Pharmacokinetics, Pharmacodynamics and Drug Metabolism, Merck & Co. Inc., Kenilworth, New Jersey (X.C.); Bristol-Myers Squibb Company, Princeton, New Jersey (W.G.H.); Takeda Pharmaceuticals International Co., Cambridge, Massachusetts (M.L.); SOLVO Biotechnology, Budaörs, Hungary (Z.N., N.S.); and BioIVT, Baltimore, Maryland (S.H.)
| | - Scott Heyward
- Department of Pharmaceutics, University of Washington, Seattle, Washington (V.K., M.Y., K.I., J.D.U.); Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California (L.S., C.E.C.A.H.); DMPK, Biogen Idec, Cambridge, Massachusetts (C.R., G.X.); Clinical Pharmacology (A.M.) and Drug Metabolism (Y.L.), Gilead Sciences, Inc., Foster City, California; Pharmacokinetics, Pharmacodynamics and Drug Metabolism, Merck & Co. Inc., Kenilworth, New Jersey (X.C.); Bristol-Myers Squibb Company, Princeton, New Jersey (W.G.H.); Takeda Pharmaceuticals International Co., Cambridge, Massachusetts (M.L.); SOLVO Biotechnology, Budaörs, Hungary (Z.N., N.S.); and BioIVT, Baltimore, Maryland (S.H.)
| | - Jashvant D Unadkat
- Department of Pharmaceutics, University of Washington, Seattle, Washington (V.K., M.Y., K.I., J.D.U.); Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California (L.S., C.E.C.A.H.); DMPK, Biogen Idec, Cambridge, Massachusetts (C.R., G.X.); Clinical Pharmacology (A.M.) and Drug Metabolism (Y.L.), Gilead Sciences, Inc., Foster City, California; Pharmacokinetics, Pharmacodynamics and Drug Metabolism, Merck & Co. Inc., Kenilworth, New Jersey (X.C.); Bristol-Myers Squibb Company, Princeton, New Jersey (W.G.H.); Takeda Pharmaceuticals International Co., Cambridge, Massachusetts (M.L.); SOLVO Biotechnology, Budaörs, Hungary (Z.N., N.S.); and BioIVT, Baltimore, Maryland (S.H.)
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Kumar V, Li CY, Ishida K, Kis E, Gáborik Z, Unadkat JD. Pitfalls in Predicting Hepatobiliary Drug Transport Using Human Sandwich-Cultured Hepatocytes. AAPS JOURNAL 2020; 22:110. [DOI: 10.1208/s12248-020-00496-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Accepted: 08/01/2020] [Indexed: 01/13/2023]
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22
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Guo C, Brouwer KR, Stewart PW, Mosley C, Brouwer KLR. Probe Cocktail to Assess Transporter Function in Sandwich-Cultured Human Hepatocytes. JOURNAL OF PHARMACY AND PHARMACEUTICAL SCIENCES 2020; 22:567-575. [PMID: 31804919 DOI: 10.18433/jpps30706] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
PURPOSE Probe substrates are used routinely to assess transporter function in vitro. Administration of multiple probe substrates together as a "cocktail" in sandwich-cultured human hepatocytes (SCHH) could increase the throughput of transporter function assessment in a physiologically-relevant in vitro system. This study was designed to compare transporter function between cocktail and single agent administration in SCHH. METHODS Rosuvastatin, digoxin, and metformin were selected as probe substrates of hepatic transporters OATP1B1, OATP1B3, BCRP, P-gp, and OCT1. Total accumulation (Cells+Bile) and biliary excretion index (BEI) values derived from administration of the cocktail were compared to values obtained after administration of single agents in the absence and presence of a model inhibitor, erythromycin estolate. RESULTS For rosuvastatin and metformin accumulation, the ratio of means [90% confidence interval (CI)] for cocktail to single agent administration was 100% [94%, 106%] and 90% [82%, 99%], respectively. Therefore, the cocktail and single-agent mode of administration were deemed equivalent per standard equivalence criterion of 80-120% for rosuvastatin and metformin accumulation, but not for digoxin accumulation (77% [62%, 92%]). The ratio of means [90% CI] for rosuvastatin BEI values between the two administration modes (105% [97%, 114%]) also was deemed equivalent. The ratio for digoxin BEI values between the two administration modes was 99% [78%, 120%]. In the presence of erythromycin estolate, the two administration modes were deemed equivalent for evaluation of rosuvastatin, digoxin, and metformin accumulation; the ratio of means [90% CI] was 104% [94%, 115%], 94% [82%, 105%], and 100% [88%, 111%], respectively. However, rosuvastatin and digoxin BEI values were low and quite variable in the presence of the inhibitor, so the BEI results were inconclusive. CONCLUSIONS These data suggest that rosuvastatin and metformin can be administered as a cocktail to evaluate the function of OATP1B1, OATP1B3, BCRP, and OCT1 in SCHH, and that digoxin may not be an ideal component of such a cocktail.
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Affiliation(s)
- Cen Guo
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC
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Wada S, Matsunaga N, Tamai I. Mathematical modeling analysis of hepatic uric acid disposition using human sandwich-cultured hepatocytes. Drug Metab Pharmacokinet 2020; 35:432-440. [PMID: 32807664 DOI: 10.1016/j.dmpk.2020.06.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2020] [Revised: 05/24/2020] [Accepted: 06/15/2020] [Indexed: 12/14/2022]
Abstract
Uric acid is biosynthesized from purine by xanthine oxidase (XO) mainly in the liver and is excreted into urine and feces. Although several transporters responsible for renal and intestinal handling of uric acid have been reported, information on hepatic transporters is limited. In the present study, we studied quantitative contribution of transporters for hepatic handling of uric acid by mathematical modeling analysis in human sandwich-cultured hepatocytes (hSCH). Stable isotope-labeled hypoxanthine, hypoxanthine-13C2,15N (HX), was incubated with hSCH and formed 13C2,15N-labeled xanthine (XA) and uric acid (UA) were measured by LC-MS/MS time dependently. Rate constants for metabolism and efflux and uptake transport across sinusoidal and bile canalicular membranes of HX, XA and UA were estimated in the presence of inhibitors of XO and uric acid transporters. An XO inhibitor allopurinol significantly decreased metabolisms of HX and XA. Efflux into bile canalicular lumen was negligible and sinusoidal efflux was considered main efflux pathway of formed UA. Transporter inhibition study highlighted that GLUT9 strongly and MRP4 intermediately contribute to the sinusoidal efflux of UA with minor contribution of NPT1/4. Modeling analysis developed in the present study should be useful for quantitative prediction of uric acid disposition in liver.
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Affiliation(s)
- Sho Wada
- Faculty of Pharmaceutical Sciences, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Japan
| | - Norikazu Matsunaga
- Pharmacokinetic Research Laboratories, Ono Pharmaceutical Co., Ltd., Japan
| | - Ikumi Tamai
- Faculty of Pharmaceutical Sciences, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Japan.
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Stevens LJ, Donkers JM, Dubbeld J, Vaes WHJ, Knibbe CAJ, Alwayn IPJ, van de Steeg E. Towards human ex vivo organ perfusion models to elucidate drug pharmacokinetics in health and disease. Drug Metab Rev 2020; 52:438-454. [DOI: 10.1080/03602532.2020.1772280] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
- Lianne J. Stevens
- Department of Surgery, Division of Transplantation, Leiden University Medical Centre (LUMC), Leiden, The Netherlands
- The Netherlands Organisation for Applied Scientific Research (TNO), Zeist, The Netherlands
| | - Joanne M. Donkers
- The Netherlands Organisation for Applied Scientific Research (TNO), Zeist, The Netherlands
| | - Jeroen Dubbeld
- Department of Surgery, Division of Transplantation, Leiden University Medical Centre (LUMC), Leiden, The Netherlands
| | - Wouter H. J. Vaes
- The Netherlands Organisation for Applied Scientific Research (TNO), Zeist, The Netherlands
| | - Catherijne A. J. Knibbe
- Division of Systems Biomedicine and Pharmacology, Leiden Academic Centre for Drug Research (LACDR), Leiden, The Netherlands
| | - Ian P. J. Alwayn
- Department of Surgery, Division of Transplantation, Leiden University Medical Centre (LUMC), Leiden, The Netherlands
| | - Evita van de Steeg
- The Netherlands Organisation for Applied Scientific Research (TNO), Zeist, The Netherlands
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Fowler S, Chen WLK, Duignan DB, Gupta A, Hariparsad N, Kenny JR, Lai WG, Liras J, Phillips JA, Gan J. Microphysiological systems for ADME-related applications: current status and recommendations for system development and characterization. LAB ON A CHIP 2020; 20:446-467. [PMID: 31932816 DOI: 10.1039/c9lc00857h] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Over the last decade, progress has been made on the development of microphysiological systems (MPS) for absorption, distribution, metabolism, and excretion (ADME) applications. Central to this progress has been proof of concept data generated by academic and industrial institutions followed by broader characterization studies, which provide evidence for scalability and applicability to drug discovery and development. In this review, we describe some of the advances made for specific tissue MPS and outline the desired functionality for such systems, which are likely to make them applicable for practical use in the pharmaceutical industry. Single organ MPS platforms will be valuable for modelling tissue-specific functions. However, dynamic organ crosstalk, especially in the context of disease or toxicity, can only be obtained with the use of inter-linked MPS models which will enable scientists to address questions at the intersection of pharmacokinetics (PK) and efficacy, or PK and toxicity. In the future, successful application of MPS platforms that closely mimic human physiology may ultimately reduce the need for animal models to predict ADME outcomes and decrease the overall risk and cost associated with drug development.
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Affiliation(s)
- Stephen Fowler
- Pharma Research and Early Development, F.Hoffmann-La Roche Ltd, Grenzacherstrasse 124, CH4070, Basel, Switzerland
| | | | - David B Duignan
- Department of Drug Metabolism, Pharmacokinetics & Bioanalysis, AbbVie Bioresearch Center, Worcester, Massachusetts 01605, USA
| | - Anshul Gupta
- Amgen Research, 360 Binney St, Cambridge, MA 02141, USA
| | - Niresh Hariparsad
- Department of Drug Metabolism and Pharmacokinetics, Vertex Pharmaceuticals, 50 Northern Ave, Boston, MA, USA
| | - Jane R Kenny
- DMPK, Genentech, 1 DNA Way, South San Francisco 94080, USA
| | | | - Jennifer Liras
- Medicine Design, Pfizer Inc, 1 Portland Ave, Cambridge, MA 02139, USA
| | | | - Jinping Gan
- Pharmaceutical Candidate Optimization, Bristol-Myers Squibb R&D, PO Box 4000, Princeton, NJ 08543-4000, USA.
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Ito K, Sjöstedt N, Brouwer KLR. Mechanistic Modeling of the Hepatic Disposition of Estradiol-17 β-Glucuronide in Sandwich-Cultured Human Hepatocytes. Drug Metab Dispos 2019; 48:116-122. [PMID: 31744810 DOI: 10.1124/dmd.119.088898] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 11/12/2019] [Indexed: 11/22/2022] Open
Abstract
Estradiol-17β-glucuronide (E217G) is an estrogen metabolite that has cholestatic properties. In humans, circulating E217G is transported into hepatocytes by organic anion transporting polypeptides (OATPs) and is excreted into bile by multidrug-resistance associated protein 2 (MRP2). E217G is also a substrate of the basolateral efflux transporters MRP3 and MRP4, which translocate E217G from hepatocytes to blood. However, the contribution of basolateral efflux to hepatocyte disposition of E217G has not been evaluated previously. To address this question, E217G disposition was studied in sandwich-cultured human hepatocytes and mechanistic modeling was applied to calculate clearance values (mean ± S.D.) for uptake, intrinsic biliary excretion (CLint,bile) and intrinsic basolateral efflux (CLint,BL). The biliary excretion index of E217G was 45% ± 6%. The CLint,BL of E217G [0.18 ± 0.03 (ml/min)/g liver) was 1.6-fold higher than CLint,bile [0.11 ± 0.06 (ml/min)/g liver]. Simulations were performed to study the effects of increased CLint,BL and a concomitant decrease in CLint,bile on hepatic E217G exposure. Results demonstrated that increased CLint,BL can effectively reduce hepatocellular and biliary exposure to this potent cholestatic agent. Simulations also revealed that basolateral efflux can compensate for impaired biliary excretion and, vice versa, to avoid accumulation of E217G in hepatocytes. However, when both clearance processes are impaired by 90%, hepatocyte E217G exposure increases up to 10-fold. These data highlight the contribution of basolateral efflux transport, in addition to MRP2-mediated biliary excretion, to E217G disposition in human hepatocytes. This elimination route could be important, especially in cases where basolateral efflux is induced, such as cholestasis. SIGNIFICANCE STATEMENT: The disposition of the cholestatic estrogen metabolite estradiol-17β-glucuronide (E217G) was characterized in sandwich-cultured human hepatocytes. The intrinsic basolateral efflux clearance was estimated to be 1.6-fold higher than the intrinsic biliary excretion clearance, emphasizing the contribution of basolateral elimination in addition to biliary excretion. Simulations highlight how hepatocytes can effectively cope with increased E217G through the regulation of both basolateral and biliary transporters.
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Affiliation(s)
- Katsuaki Ito
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina (K.I., N.S., K.L.R.B.); and DMPK Research Department, Teijin Pharma Limited, Hino, Tokyo, Japan (K.I.)
| | - Noora Sjöstedt
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina (K.I., N.S., K.L.R.B.); and DMPK Research Department, Teijin Pharma Limited, Hino, Tokyo, Japan (K.I.)
| | - Kim L R Brouwer
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina (K.I., N.S., K.L.R.B.); and DMPK Research Department, Teijin Pharma Limited, Hino, Tokyo, Japan (K.I.)
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Jones NS, Yoshida K, Salphati L, Kenny JR, Durk MR, Chinn LW. Complex DDI by Fenebrutinib and the Use of Transporter Endogenous Biomarkers to Elucidate the Mechanism of DDI. Clin Pharmacol Ther 2019; 107:269-277. [PMID: 31376152 PMCID: PMC6977399 DOI: 10.1002/cpt.1599] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2019] [Accepted: 07/29/2019] [Indexed: 12/12/2022]
Abstract
Mechanistic understanding of complex clinical drug-drug interactions (DDIs) with potential involvement of multiple elimination pathways has been challenging, especially given the general lack of specific probe substrates for transporters. Here, we conducted a clinical DDI study to evaluate the interaction potential of fenebrutinib using midazolam (MDZ; CYP3A), simvastatin (CYP3A and OATP1B), and rosuvastatin (BCRP and OATP1B) as probe substrates. Fenebrutinib (200 mg) increased the area under the curve (AUC) of these probe substrates twofold to threefold. To evaluate the mechanism of the observed DDIs, we measured the concentration of coproporphyrin I (CP-I) and coproporphyrin III (CP-III), endogenous biomarkers of OATP1B. There was no change in CP-I or CP-III levels with fenebrutinib, suggesting that the observed DDIs were caused by inhibition of CYP3A and BCRP rather than OATP1B, likely due to increased bioavailability. This is the first published account using an endogenous transporter biomarker to understand the mechanism of complex DDIs involving multiple elimination pathways.
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Affiliation(s)
- Nicholas S Jones
- Clinical Science, Genentech, Inc., South San Francisco, California, USA
| | - Kenta Yoshida
- Clinical Pharmacology, Genentech, Inc., South San Francisco, California, USA
| | - Laurent Salphati
- Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California, USA
| | - Jane R Kenny
- Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California, USA
| | - Matthew R Durk
- Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California, USA
| | - Leslie W Chinn
- Clinical Pharmacology, Genentech, Inc., South San Francisco, California, USA
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28
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Kang HE, Malinen MM, Saran C, Honkakoski P, Brouwer KLR. Optimization of Canalicular ABC Transporter Function in HuH-7 Cells by Modification of Culture Conditions. Drug Metab Dispos 2019; 47:1222-1230. [PMID: 31371422 DOI: 10.1124/dmd.119.087676] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2019] [Accepted: 07/19/2019] [Indexed: 12/17/2022] Open
Abstract
Human hepatoma cell lines are useful for evaluation of drug-induced hepatotoxicity, hepatic drug disposition, and drug-drug interactions. However, their applicability is compromised by aberrant expression of hepatobiliary transporters. This study was designed to evaluate whether extracellular matrix (Matrigel) overlay and dexamethasone (DEX) treatment would support cellular maturation of long-term HuH-7 hepatoma cell cultures and improve the expression, localization, and activity of canalicular ATP-binding cassette (ABC) transporters, multidrug resistance protein 1 (MDR1/P-glycoprotein/ABCB1), multidrug resistance-associated protein 2 (MRP2/ABCC2), and bile salt export pump (BSEP/ABCB11). Matrigel overlay promoted the maturation of HuH-7 cells toward cuboidal, hepatocyte-like cells displaying bile canaliculi-like structures visualized by staining for filamentous actin (F-actin), colocalization of MRP2 with F-actin, and by accumulation of the MRP2 substrate 5(6)-carboxy-2',7'-dichlorofluorescein (CDF) within the tubular canaliculi. The cellular phenotype was rather homogenous in the Matrigel-overlaid cultures, whereas the standard HuH-7 cultures contained both hepatocyte-like cells and flat epithelium-like cells. Only Matrigel-overlaid HuH-7 cells expressed MDR1 at the canaliculi and excreted the MDR1 probe substrate digoxin into biliary compartments. DEX treatment resulted in more elongated and branched canaliculi and restored canalicular expression and function of BSEP. These findings suggest that hepatocyte polarity, elongated canalicular structures, and proper localization and function of canalicular ABC transporters can be recovered, at least in part, in human hepatoma HuH-7 cells by applying the modified culture conditions. SIGNIFICANCE STATEMENT: We report the first demonstration that proper localization and function of canalicular ABC transporters can be recovered in human hepatoma HuH-7 cells by modification of cell culture conditions. Matrigel overlay and dexamethasone supplementation increased the proportion of hepatocyte-like cells, strongly augmented the canalicular structures between the cells, and restored the localization and function of key canalicular ABC transporters. These results will facilitate the development of reproducible, economical, and easily achievable liver cell models for drug development.
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Affiliation(s)
- Hee Eun Kang
- College of Pharmacy and Integrated Research Institute of Pharmaceutical Sciences, The Catholic University of Korea, Bucheon, South Korea (H.E.K.); Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy (H.E.K., M.M.M., C.S., P.H., K.L.R.B.) and Department of Pharmacology, UNC School of Medicine (C.S.), University of North Carolina at Chapel Hill, Chapel Hill, North Carolina; and School of Pharmacy, University of Eastern Finland, Kuopio, Finland (M.M.M., P.H.)
| | - Melina M Malinen
- College of Pharmacy and Integrated Research Institute of Pharmaceutical Sciences, The Catholic University of Korea, Bucheon, South Korea (H.E.K.); Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy (H.E.K., M.M.M., C.S., P.H., K.L.R.B.) and Department of Pharmacology, UNC School of Medicine (C.S.), University of North Carolina at Chapel Hill, Chapel Hill, North Carolina; and School of Pharmacy, University of Eastern Finland, Kuopio, Finland (M.M.M., P.H.)
| | - Chitra Saran
- College of Pharmacy and Integrated Research Institute of Pharmaceutical Sciences, The Catholic University of Korea, Bucheon, South Korea (H.E.K.); Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy (H.E.K., M.M.M., C.S., P.H., K.L.R.B.) and Department of Pharmacology, UNC School of Medicine (C.S.), University of North Carolina at Chapel Hill, Chapel Hill, North Carolina; and School of Pharmacy, University of Eastern Finland, Kuopio, Finland (M.M.M., P.H.)
| | - Paavo Honkakoski
- College of Pharmacy and Integrated Research Institute of Pharmaceutical Sciences, The Catholic University of Korea, Bucheon, South Korea (H.E.K.); Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy (H.E.K., M.M.M., C.S., P.H., K.L.R.B.) and Department of Pharmacology, UNC School of Medicine (C.S.), University of North Carolina at Chapel Hill, Chapel Hill, North Carolina; and School of Pharmacy, University of Eastern Finland, Kuopio, Finland (M.M.M., P.H.)
| | - Kim L R Brouwer
- College of Pharmacy and Integrated Research Institute of Pharmaceutical Sciences, The Catholic University of Korea, Bucheon, South Korea (H.E.K.); Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy (H.E.K., M.M.M., C.S., P.H., K.L.R.B.) and Department of Pharmacology, UNC School of Medicine (C.S.), University of North Carolina at Chapel Hill, Chapel Hill, North Carolina; and School of Pharmacy, University of Eastern Finland, Kuopio, Finland (M.M.M., P.H.)
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Billington S, Shoner S, Lee S, Clark-Snustad K, Pennington M, Lewis D, Muzi M, Rene S, Lee J, Nguyen TB, Kumar V, Ishida K, Chen L, Chu X, Lai Y, Salphati L, Hop CECA, Xiao G, Liao M, Unadkat JD. Positron Emission Tomography Imaging of [ 11 C]Rosuvastatin Hepatic Concentrations and Hepatobiliary Transport in Humans in the Absence and Presence of Cyclosporin A. Clin Pharmacol Ther 2019; 106:1056-1066. [PMID: 31102467 DOI: 10.1002/cpt.1506] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2019] [Accepted: 04/25/2019] [Indexed: 01/16/2023]
Abstract
Using positron emission tomography imaging, we determined the hepatic concentrations and hepatobiliary transport of [11 C]rosuvastatin (RSV; i.v. injection) in the absence (n = 6) and presence (n = 4 of 6) of cyclosporin A (CsA; i.v. infusion) following a therapeutic dose of unlabeled RSV (5 mg, p.o.) in healthy human volunteers. The sinusoidal uptake, sinusoidal efflux, and biliary efflux clearance (CL; mL/minute) of [11 C]RSV, estimated through compartment modeling were 1,205.6 ± 384.8, 16.2 ± 11.2, and 5.1 ± 1.8, respectively (n = 6). CsA (blood concentration: 2.77 ± 0.24 μM), an organic-anion-transporting polypeptide, Na+ -taurocholate cotransporting polypeptide, and breast cancer resistance protein inhibitor increased [11 C]RSV systemic blood exposure (45%; P < 0.05), reduced its biliary efflux CL (52%; P < 0.05) and hepatic uptake (25%; P > 0.05) but did not affect its distribution into the kidneys. CsA increased plasma concentrations of coproporphyrin I and III and total bilirubin by 297 ± 69%, 384 ± 102%, and 81 ± 39%, respectively (P < 0.05). These data can be used in the future to verify predictions of hepatic concentrations and hepatobiliary transport of RSV.
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Affiliation(s)
- Sarah Billington
- Department of Pharmaceutics, University of Washington, Seattle, Washington, USA.,Drug Metabolism and Pharmacokinetics, Vertex Pharmaceuticals (Europe) Ltd., Abingdon-on-Thames, UK
| | - Steven Shoner
- Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Scott Lee
- Inflammatory Bowel Disease Program, University of Washington, Seattle, Washington, USA
| | - Kindra Clark-Snustad
- Inflammatory Bowel Disease Program, University of Washington, Seattle, Washington, USA
| | - Matthew Pennington
- Department of Anesthesiology & Pain Medicine, University of Washington, Seattle, Washington, USA
| | - David Lewis
- Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Mark Muzi
- Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Shirley Rene
- Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Jean Lee
- Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Tot Bui Nguyen
- Department of Pharmaceutics, University of Washington, Seattle, Washington, USA
| | - Vineet Kumar
- Department of Pharmaceutics, University of Washington, Seattle, Washington, USA
| | - Kazuya Ishida
- Department of Pharmaceutics, University of Washington, Seattle, Washington, USA.,Pharmacokinetics and Drug Metabolism, Amgen, Cambridge, Massachusetts, USA
| | - Laigao Chen
- Early Clinical Development, Worldwide Research and Development, Pfizer Inc., Cambridge, Massachusetts, USA
| | - Xiaoyan Chu
- Pharmacokinetics, Pharmacodynamics, and Drug Metabolism, Merck & Co., Kenilworth, New Jersey, USA
| | - Yurong Lai
- Department of Drug Metabolism, Gilead Sciences, Inc., Foster City, California, USA
| | - Laurent Salphati
- Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California, USA
| | - Cornelis E C A Hop
- Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California, USA
| | - Guangqing Xiao
- Drug Metabolism and Pharmacokinetics, Biogen, Cambridge, Massachusetts, USA.,Department of Drug Metabolism and Pharmacokinetics, Takeda Pharmaceuticals International Co., Cambridge, Massachusetts, USA
| | - Mingxiang Liao
- Department of Drug Metabolism and Pharmacokinetics, Takeda Pharmaceuticals International Co., Cambridge, Massachusetts, USA
| | - Jashvant D Unadkat
- Department of Pharmaceutics, University of Washington, Seattle, Washington, USA
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30
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Evaluation of Drug Biliary Excretion Using Sandwich-Cultured Human Hepatocytes. Eur J Drug Metab Pharmacokinet 2019; 44:13-30. [PMID: 30167999 DOI: 10.1007/s13318-018-0502-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Evaluation of hepatobiliary transport of drugs is an important challenge, notably during the development of new molecular identities. In this context, sandwich-cultured human hepatocytes (SCHH) have been proposed as an interesting and integrated tool for predicting in vitro biliary excretion of drugs. The present review was therefore designed to summarize key findings about SCHH, including their establishment, their main functional features and their use for the determination of canalicular transport and the prediction of in vivo biliary clearance and hepatobiliary excretion-related drug-drug interactions. Reviewed data highlight the fact that SCHH represent an original and probably unique holistic in vitro approach to predict biliary clearance in humans, through taking into account sinusoidal drug uptake, passive drug diffusion, drug metabolism and sinusoidal and canalicular drug efflux. Limits and proposed refinements for SCHH-based analysis of drug biliary excretion, as well as putative human alternative in vitro models to SCHH are also discussed.
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31
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Safar Z, Kis E, Erdo F, Zolnerciks JK, Krajcsi P. ABCG2/BCRP: variants, transporter interaction profile of substrates and inhibitors. Expert Opin Drug Metab Toxicol 2019; 15:313-328. [PMID: 30856014 DOI: 10.1080/17425255.2019.1591373] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
INTRODUCTION ABCG2 has a broad substrate specificity and is one of the most important efflux proteins modulating pharmacokinetics of drugs, nutrients and toxicokinetics of toxicants. ABCG2 is an important player in transporter-mediated drug-drug interactions (tDDI). Areas covered: The aims of the review are i) to cover transporter interaction profile of substrates and inhibitors that can be utilized to test interaction of drug candidates with ABCG2, ii) to highlight main characteristics of in vitro testing and iii) to describe the structural basis of the broad substrate specificity of the protein. Preclinical data utilizing Abcg2/Bcrp1 knockouts and clinical studies showing effect of ABCG2 c.421C>A polymorphism on pharmacokinetics of drugs have provided evidence for a broad array of drug substrates and support drug - ABCG2 interaction testing. A consensus on using rosuvastatin and sulfasalazine as intestinal substrates for clinical studies is in the formation. Other substrates relevant to the therapeutic area can be considered. Monolayer efflux assays and vesicular transport assays have been extensively utilized in vitro. Expert opinion: Clinical substrates display complex pharmacokinetics due to broad interaction profiles with multiple transporters and metabolic enzymes. Substrate-dependent inhibition has been observed for several inhibitors. Harmonization of in vitro and in vivo testing makes sense. However, rosuvastatin and sulfasalazine are not efficiently transported in either MDCKII or LLC-PK1-based monolayers. Caco-2 monolayer assays and vesicular transport assays are potential alternatives.
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Affiliation(s)
| | - Emese Kis
- a SOLVO Biotechnology , Szeged , Hungary
| | - Franciska Erdo
- b Faculty of Information Technology and Bionics , Pázmány Péter Catholic University , Budapest , Hungary
| | | | - Peter Krajcsi
- a SOLVO Biotechnology , Szeged , Hungary.,d Department of Morphology and Physiology. Faculty of Health Sciences , Semmelweis University , Budapest , Hungary
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Kumar V, Salphati L, Hop CECA, Xiao G, Lai Y, Mathias A, Chu X, Humphreys WG, Liao M, Heyward S, Unadkat JD. A Comparison of Total and Plasma Membrane Abundance of Transporters in Suspended, Plated, Sandwich-Cultured Human Hepatocytes Versus Human Liver Tissue Using Quantitative Targeted Proteomics and Cell Surface Biotinylation. Drug Metab Dispos 2019; 47:350-357. [DOI: 10.1124/dmd.118.084988] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Accepted: 01/07/2019] [Indexed: 12/12/2022] Open
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33
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Patilea-Vrana GI, Unadkat JD. When Does the Rate-Determining Step in the Hepatic Clearance of a Drug Switch from Sinusoidal Uptake to All Hepatobiliary Clearances? Implications for Predicting Drug-Drug Interactions. Drug Metab Dispos 2018; 46:1487-1496. [PMID: 30115647 DOI: 10.1124/dmd.118.081307] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Accepted: 08/10/2018] [Indexed: 12/24/2022] Open
Abstract
For dual transporter-enzyme substrate drugs, the extended clearance model can be used to predict the rate-determining step(s) (RDS) of a drug and hence predict its drug-drug interaction (DDI) liabilities (i.e., transport, metabolism, or both). If the RDS of the hepatic clearance of the drug is sinusoidal uptake clearance (CLs in), even if the drug is eliminated mainly by hepatic metabolism, its DDI liability (as viewed from changes to systemic drug concentrations) is expected to be inhibition or induction of uptake transporters but not hepatic enzymes; however, this is true only if the condition required to maintain CLs in as the RDS is maintained. Here, we illustrate through theoretical simulations that the RDS condition may be violated in the presence of a DDI. That is, the RDS of a drug can switch from CLs in to all hepatobiliary clearances [i.e., metabolic/biliary clearance (CLmet + bile) and CLs in], leading to unexpected systemic DDIs, such as metabolic DDIs, when only transporter DDIs were anticipated. As expected, these analyses revealed that the RDS switch depends on the ratio of CLmet + bile to sinusoidal efflux clearance (CLs ef). Additional analyses revealed that for intravenously administered drugs, the RDS switch also depends on the magnitude of CLs in We analyzed published in vitro quantified hepatobiliary clearances and observed that most drugs have a CLmet + bile/CLs ef ratio < 4; hence, in practice, the magnitude of CLs in must be considered when establishing the RDS. These analyses provide insights previously not appreciated and a theoretical framework to predict DDI liabilities for drugs that are dual transporter-enzyme substrates.
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Affiliation(s)
| | - Jashvant D Unadkat
- Department of Pharmaceutics, University of Washington, Seattle, Washington
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Kanda K, Takahashi R, Yoshikado T, Sugiyama Y. Total hepatocellular disposition profiling of rosuvastatin and pitavastatin in sandwich-cultured human hepatocytes. Drug Metab Pharmacokinet 2018; 33:164-172. [PMID: 29724614 DOI: 10.1016/j.dmpk.2018.04.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Revised: 03/14/2018] [Accepted: 04/03/2018] [Indexed: 11/30/2022]
Abstract
This study describes the total disposition profiling of rosuvastatin (RSV) and pitavastatin (PTV) using a single systematic procedure called D-PREX (Disposition Profile Exploration) in sandwich-cultured human hepatocytes (SCHH). The biliary excretion fractions of both statins were clearly observed, which were significantly decreased dependent on the concentration of Ko143, an inhibitor for breast cancer resistance protein (BCRP). Ko143 also decreased the basolateral efflux fraction of RSV, whereas that of PTV was not significantly affected. To understand these phenomena, effects of Ko143 on biliary excretion (BCRP and multidrug resistance-associated protein (MRP) 2) and basolateral efflux (MRP3 and MRP4) transporters were examined using transporter-expressing membrane vesicles. BCRP, MRP3 and MRP4-mediated transport of RSV was observed, and Ko143 inhibited these transporters except MRP3. BCRP and MRP4 also mediated the transport of PTV, but the Ko143-mediated inhibition was only clear for BCRP. These results might explain the Ko143-mediated complete and partial inhibition of the biliary excretion and the basolateral efflux of RSV, respectively, in SCHH. In conclusion, D-PREX with sequential sampling of supernatants prior to cell lysis enables the evaluation of total drug disposition profiles resulting from complex interplays of intracellular pathways, which would provide high-throughput evaluation of drug disposition during drug discovery.
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Affiliation(s)
- Katsuhiro Kanda
- Bio Systems Design Dept., Bio Analytical Systems Product Div., Hitachi High-Technologies Corporation, Ibaraki, Japan.
| | - Ryosuke Takahashi
- Center for Technology Innovation - Healthcare, Hitachi, Ltd., Tokyo, Japan
| | - Takashi Yoshikado
- Sugiyama Laboratory, RIKEN Innovation Center, RIKEN, Kanagawa, Japan
| | - Yuichi Sugiyama
- Sugiyama Laboratory, RIKEN Innovation Center, RIKEN, Kanagawa, Japan
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35
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El-Kattan AF, Varma MVS. Navigating Transporter Sciences in Pharmacokinetics Characterization Using the Extended Clearance Classification System. Drug Metab Dispos 2018; 46:729-739. [DOI: 10.1124/dmd.117.080044] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2017] [Accepted: 02/22/2018] [Indexed: 12/12/2022] Open
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36
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Guo C, LaCerte C, Edwards JE, Brouwer KR, Brouwer KLR. Farnesoid X Receptor Agonists Obeticholic Acid and Chenodeoxycholic Acid Increase Bile Acid Efflux in Sandwich-Cultured Human Hepatocytes: Functional Evidence and Mechanisms. J Pharmacol Exp Ther 2018; 365:413-421. [PMID: 29487110 DOI: 10.1124/jpet.117.246033] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2017] [Accepted: 02/20/2018] [Indexed: 01/04/2023] Open
Abstract
The farnesoid X receptor (FXR) is a nuclear receptor that regulates genes involved in bile acid homeostasis. FXR agonists, obeticholic acid (OCA) and chenodeoxycholic acid (CDCA), increase mRNA expression of efflux transporters in sandwich-cultured human hepatocytes (SCHH). This study evaluated the effects of OCA and CDCA treatment on the uptake, basolateral efflux, and biliary excretion of a model bile acid, taurocholate (TCA), in SCHH. In addition, changes in the protein expression of TCA uptake and efflux transporters were investigated. SCHH were treated with 1 µM OCA, 100 µM CDCA, or vehicle control for 72 hours followed by quantification of deuterated TCA uptake and efflux over time in Ca2+-containing and Ca2+-free conditions (n = 3 donors). A mechanistic pharmacokinetic model was fit to the TCA mass-time data to obtain estimates for total uptake clearance (CLUptake), total intrinsic basolateral efflux clearance (CLint,BL), and total intrinsic biliary clearance (CLint,Bile). Modeling results revealed that FXR agonists significantly increased CLint,BL by >6-fold and significantly increased CLint,Bile by 2-fold, with minimal effect on CLUptake Immunoblotting showed that protein levels of the basolateral transporter subunits organic solute transporter α and β (OSTα and OSTβ) in FXR agonist-treated SCHH were significantly induced by >2.5- and 10-fold, respectively. FXR agonist-mediated changes in the expression of other TCA transporters in SCHH were modest. In conclusion, this is the first report demonstrating that OCA and CDCA increased TCA efflux in SCHH, which contributed to reduced intracellular TCA concentrations. Increased basolateral efflux of TCA was consistent with increased OSTα/β protein expression in OCA- and CDCA-treated SCHH.
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Affiliation(s)
- Cen Guo
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina (C.G., K.L.R.B.); Intercept Pharmaceuticals, San Diego, California (C.L., J.E.E.); and Qualyst Transporter Solutions, Durham, North Carolina (K.R.B.)
| | - Carl LaCerte
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina (C.G., K.L.R.B.); Intercept Pharmaceuticals, San Diego, California (C.L., J.E.E.); and Qualyst Transporter Solutions, Durham, North Carolina (K.R.B.)
| | - Jeffrey E Edwards
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina (C.G., K.L.R.B.); Intercept Pharmaceuticals, San Diego, California (C.L., J.E.E.); and Qualyst Transporter Solutions, Durham, North Carolina (K.R.B.)
| | - Kenneth R Brouwer
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina (C.G., K.L.R.B.); Intercept Pharmaceuticals, San Diego, California (C.L., J.E.E.); and Qualyst Transporter Solutions, Durham, North Carolina (K.R.B.)
| | - Kim L R Brouwer
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina (C.G., K.L.R.B.); Intercept Pharmaceuticals, San Diego, California (C.L., J.E.E.); and Qualyst Transporter Solutions, Durham, North Carolina (K.R.B.)
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37
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Keemink J, Deferm N, De Bruyn T, Augustijns P, Bouillon T, Annaert P. Effect of Cryopreservation on Enzyme and Transporter Activities in Suspended and Sandwich Cultured Rat Hepatocytes. AAPS JOURNAL 2018; 20:33. [PMID: 29468289 DOI: 10.1208/s12248-018-0188-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2017] [Accepted: 01/03/2018] [Indexed: 12/11/2022]
Abstract
Freshly-isolated rat hepatocytes are commonly used as tools for hepatic drug disposition. From an ethical point of view, it is important to maximize the use of isolated hepatocytes by cryopreservation. The present study compared overall hepatocyte functionality as well as activity of the organic anion transporting polypeptide (Oatp), multidrug resistance-associated protein 2 (Mrp2), and UDP-glucuronosyltransferase 1 (Ugt1), in in vitro models established with cryopreserved and freshly-isolated hepatocytes. A similar culture time-dependent decline in cellular functionality, as assessed by urea production, was observed in sandwich-cultured hepatocytes (SCH) obtained from freshly-isolated and cryopreserved cells. Concentration-dependent uptake kinetics of the Oatp substrate sodium fluorescein in suspended hepatocytes (SH) or SCH were not significantly affected by cryopreservation. Mrp2-mediated biliary excretion of 5 (and 6)-carboxy-2',7'-dichlorofluorescein by SCH was assessed with semi-quantitative fluorescence imaging: biliary excretion index values increased between day 3 and day 4, but did not differ significantly between cryopreserved and freshly-isolated hepatocytes. Finally, telmisartan disposition was evaluated in SCH to simultaneously explore Oatp, Ugt1, and Mrp2 activity. In order to distinguish between the susceptibilities of the individual disposition pathways to cryopreservation, a mechanistic cellular disposition model was developed. Basolateral and canalicular efflux as well as glucuronidation of telmisartan were affected by cryopreservation. In contrast, the disposition parameters of telmisartan-glucuronide were not impacted by cryopreservation. Overall, the relative contribution of the rate-determining processes (uptake, metabolism, efflux) remained unaltered between cryopreserved and freshly-isolated hepatocytes, indicating that cryopreserved hepatocytes are a suitable alternative for freshly-isolated hepatocytes when studying these cellular disposition pathways.
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Affiliation(s)
- Janneke Keemink
- Drug Delivery and Disposition, KU Leuven Department of Pharmaceutical and Pharmacological Sciences, Gasthuisberg O&N2 Herestraat 49-box 921, 3000, Leuven, Belgium.,Drug Delivery, Department of Pharmacy, Uppsala University, Uppsala, Sweden
| | - Neel Deferm
- Drug Delivery and Disposition, KU Leuven Department of Pharmaceutical and Pharmacological Sciences, Gasthuisberg O&N2 Herestraat 49-box 921, 3000, Leuven, Belgium
| | - Tom De Bruyn
- Drug Delivery and Disposition, KU Leuven Department of Pharmaceutical and Pharmacological Sciences, Gasthuisberg O&N2 Herestraat 49-box 921, 3000, Leuven, Belgium.,Genentech, Inc, South San Francisco, California, USA
| | - Patrick Augustijns
- Drug Delivery and Disposition, KU Leuven Department of Pharmaceutical and Pharmacological Sciences, Gasthuisberg O&N2 Herestraat 49-box 921, 3000, Leuven, Belgium
| | - Thomas Bouillon
- Drug Delivery and Disposition, KU Leuven Department of Pharmaceutical and Pharmacological Sciences, Gasthuisberg O&N2 Herestraat 49-box 921, 3000, Leuven, Belgium
| | - Pieter Annaert
- Drug Delivery and Disposition, KU Leuven Department of Pharmaceutical and Pharmacological Sciences, Gasthuisberg O&N2 Herestraat 49-box 921, 3000, Leuven, Belgium.
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Futatsugi A, Toshimoto K, Yoshikado T, Sugiyama Y, Kato Y. Evaluation of Alteration in Hepatic and Intestinal BCRP Function In Vivo from ABCG2 c.421C>A Polymorphism Based on PBPK Analysis of Rosuvastatin. Drug Metab Dispos 2018; 46:749-757. [PMID: 29440178 DOI: 10.1124/dmd.117.078816] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2017] [Accepted: 02/08/2018] [Indexed: 01/06/2023] Open
Abstract
Polymorphism c.421C>A in the ABCG2 gene is thought to reduce the activity of breast cancer resistance protein (BCRP), a xenobiotic transporter, although it is not clear which organ(s) contributes to the polymorphism-associated pharmacokinetic change. The aim of the present study was to estimate quantitatively the influence of c.421C>A on intestinal and hepatic BCRP activity using a physiologically based pharmacokinetic (PBPK) model of rosuvastatin developed from clinical data and several in vitro studies. Simultaneous fitting of clinical data for orally and intravenously administered rosuvastatin, obtained in human subjects without genotype information, was first performed with the PBPK model to estimate intrinsic clearance for hepatic elementary process. The fraction of BCRP activity in 421CA and 421AA (fca and faa values, respectively) with respect to that in 421CC subjects was then estimated based on extended clearance concepts and simultaneous fitting to oral administration data for the three genotypes (421CC, 421CA, and 421AA). On the assumption that c.421C>A affects both intestinal and hepatic BCRP, clinical data in each genotype were well reproduced by the model, and the estimated terminal half-life was compatible with the observed values. The assumption that c.421C>A affects only either intestinal or hepatic BCRP gave poorer agreement with observed values. The faa values obtained on the former assumption were 0.48-0.54. Thus, PBPK model analysis enabled quantitative evaluation of alteration in BCRP activity owing to c.421C>A, and BCRP activity in 421AA was estimated as half that in 421CC.
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Affiliation(s)
- Azusa Futatsugi
- Sugiyama Laboratory, RIKEN Innovation Center, RIKEN Cluster for Industry Partnerships, RIKEN (A.F., K.T., T.Y., Y.S.), and Faculty of Pharmacy, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University (A.F., Y.K.), Kanazawa, Japan
| | - Kota Toshimoto
- Sugiyama Laboratory, RIKEN Innovation Center, RIKEN Cluster for Industry Partnerships, RIKEN (A.F., K.T., T.Y., Y.S.), and Faculty of Pharmacy, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University (A.F., Y.K.), Kanazawa, Japan
| | - Takashi Yoshikado
- Sugiyama Laboratory, RIKEN Innovation Center, RIKEN Cluster for Industry Partnerships, RIKEN (A.F., K.T., T.Y., Y.S.), and Faculty of Pharmacy, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University (A.F., Y.K.), Kanazawa, Japan
| | - Yuichi Sugiyama
- Sugiyama Laboratory, RIKEN Innovation Center, RIKEN Cluster for Industry Partnerships, RIKEN (A.F., K.T., T.Y., Y.S.), and Faculty of Pharmacy, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University (A.F., Y.K.), Kanazawa, Japan
| | - Yukio Kato
- Sugiyama Laboratory, RIKEN Innovation Center, RIKEN Cluster for Industry Partnerships, RIKEN (A.F., K.T., T.Y., Y.S.), and Faculty of Pharmacy, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University (A.F., Y.K.), Kanazawa, Japan
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Matsunaga N, Fukuchi Y, Imawaka H, Tamai I. Sandwich-Cultured Hepatocytes for Mechanistic Understanding of Hepatic Disposition of Parent Drugs and Metabolites by Transporter-Enzyme Interplay. Drug Metab Dispos 2018; 46:680-691. [PMID: 29352067 DOI: 10.1124/dmd.117.079236] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2017] [Accepted: 01/17/2018] [Indexed: 12/13/2022] Open
Abstract
Functional interplay between transporters and drug-metabolizing enzymes is currently one of the hottest topics in the field of drug metabolism and pharmacokinetics. Uptake transporter-enzyme interplay is important to determine intrinsic hepatic clearance based on the extended clearance concept. Enzyme and efflux transporter interplay, which includes both sinusoidal (basolateral) and canalicular efflux transporters, determines the fate of metabolites formed in the liver. As sandwich-cultured hepatocytes (SCHs) maintain metabolic activities and form a canalicular network, the whole interplay between uptake and efflux transporters and drug-metabolizing enzymes can be investigated simultaneously. In this article, we review the utility and applicability of SCHs for mechanistic understanding of hepatic disposition of both parent drugs and metabolites. In addition, the utility of SCHs for mimicking species-specific disposition of parent drugs and metabolites in vivo is described. We also review application of SCHs for clinically relevant prediction of drug-drug interactions caused by drugs and metabolites. The usefulness of mathematical modeling of hepatic disposition of parent drugs and metabolites in SCHs is described to allow a quantitative understanding of an event in vitro and to develop a more advanced model to predict in vivo disposition.
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Affiliation(s)
- Norikazu Matsunaga
- Pharmacokinetic Research Laboratories, Ono Pharmaceutical Co., Ltd., Tsukuba, Japan (N.M. Y.F., H.I.); Department of Membrane Transport and Biopharmaceutics, Faculty of Pharmaceutical Sciences, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Kanazawa, Japan (I.T.)
| | - Yukina Fukuchi
- Pharmacokinetic Research Laboratories, Ono Pharmaceutical Co., Ltd., Tsukuba, Japan (N.M. Y.F., H.I.); Department of Membrane Transport and Biopharmaceutics, Faculty of Pharmaceutical Sciences, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Kanazawa, Japan (I.T.)
| | - Haruo Imawaka
- Pharmacokinetic Research Laboratories, Ono Pharmaceutical Co., Ltd., Tsukuba, Japan (N.M. Y.F., H.I.); Department of Membrane Transport and Biopharmaceutics, Faculty of Pharmaceutical Sciences, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Kanazawa, Japan (I.T.)
| | - Ikumi Tamai
- Pharmacokinetic Research Laboratories, Ono Pharmaceutical Co., Ltd., Tsukuba, Japan (N.M. Y.F., H.I.); Department of Membrane Transport and Biopharmaceutics, Faculty of Pharmaceutical Sciences, Institute of Medical, Pharmaceutical and Health Sciences, Kanazawa University, Kanazawa, Japan (I.T.)
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Ishida K, Ullah M, Tóth B, Juhasz V, Unadkat JD. Successful Prediction of In Vivo Hepatobiliary Clearances and Hepatic Concentrations of Rosuvastatin Using Sandwich-Cultured Rat Hepatocytes, Transporter-Expressing Cell Lines, and Quantitative Proteomics. Drug Metab Dispos 2017; 46:66-74. [PMID: 29084782 DOI: 10.1124/dmd.117.076539] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Accepted: 10/25/2017] [Indexed: 01/13/2023] Open
Abstract
We determined whether in vivo transporter-mediated hepatobiliary clearance (CL) and hepatic concentrations of rosuvastatin (RSV) in the rat could be predicted by transport activity in sandwich-cultured rat hepatocytes (SCRHs) and/or transporter-expressing cell lines scaled by differences in transporter protein expression between SCRHs, cell lines, and rat liver. The predicted hepatobiliary CLs and hepatic concentrations of RSV were compared with our previously published positron emission tomography imaging data. Sinusoidal uptake CL ([Formula: see text]) and efflux (canalicular and sinusoidal) CLs of [3H]-RSV in SCRHs were evaluated in the presence and absence of Ca2+ and in the absence and presence of 1 mM unlabeled RSV (to estimate passive diffusion CL). [Formula: see text] of RSV into cells expressing organic anion transporting polypeptide (Oatp) 1a1, 1a4, and 1b2 was also determined. Protein expression of Oatps in SCRHs and Oatp-expressing cells was quantified by liquid chromatography tandem mass spectrometry. SCRHs well predicted the in vivo RSV sinusoidal and canalicular efflux CLs but significantly underestimated in vivo [Formula: see text]. Oatp expression in SCRHs was significantly lower than that in the rat liver. [Formula: see text], based on RSV [Formula: see text] into Oatp-expressing cells (active transport) plus passive diffusion CL in SCRHs, scaled by the difference in protein expression in Oatp cells versus SCRH versus rat liver, was within 2-fold of that observed in SCRHs or in vivo. In vivo hepatic RSV concentrations were well predicted by Oatp-expressing cells after correcting [Formula: see text] for Oatp protein expression. This is the first demonstration of the successful prediction of in vivo hepatobiliary CLs and hepatic concentrations of RSV using transporter-expressing cells and SCRHs.
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Affiliation(s)
- Kazuya Ishida
- Department of Pharmaceutics, University of Washington, Seattle, Washington (K.I., J.D.U.); Cellular Transport Group, Pharmaceutical Sciences, Roche Innovation Centre Basel, F. Hoffmann-La Roche Ltd, Basel, Switzerland (M.U.); and SOLVO Biotechnology, Budaörs, Hungary (B.T., V.J.)
| | - Mohammed Ullah
- Department of Pharmaceutics, University of Washington, Seattle, Washington (K.I., J.D.U.); Cellular Transport Group, Pharmaceutical Sciences, Roche Innovation Centre Basel, F. Hoffmann-La Roche Ltd, Basel, Switzerland (M.U.); and SOLVO Biotechnology, Budaörs, Hungary (B.T., V.J.)
| | - Beáta Tóth
- Department of Pharmaceutics, University of Washington, Seattle, Washington (K.I., J.D.U.); Cellular Transport Group, Pharmaceutical Sciences, Roche Innovation Centre Basel, F. Hoffmann-La Roche Ltd, Basel, Switzerland (M.U.); and SOLVO Biotechnology, Budaörs, Hungary (B.T., V.J.)
| | - Viktoria Juhasz
- Department of Pharmaceutics, University of Washington, Seattle, Washington (K.I., J.D.U.); Cellular Transport Group, Pharmaceutical Sciences, Roche Innovation Centre Basel, F. Hoffmann-La Roche Ltd, Basel, Switzerland (M.U.); and SOLVO Biotechnology, Budaörs, Hungary (B.T., V.J.)
| | - Jashvant D Unadkat
- Department of Pharmaceutics, University of Washington, Seattle, Washington (K.I., J.D.U.); Cellular Transport Group, Pharmaceutical Sciences, Roche Innovation Centre Basel, F. Hoffmann-La Roche Ltd, Basel, Switzerland (M.U.); and SOLVO Biotechnology, Budaörs, Hungary (B.T., V.J.)
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Gidal BE, Mintzer S, Schwab M, Schutz R, Kharidia J, Blum D, Grinnell T, Sunkaraneni S. Evidence for a pharmacokinetic interaction between eslicarbazepine and rosuvastatin: Potential effects on xenobiotic transporters. Epilepsy Res 2017. [DOI: 10.1016/j.eplepsyres.2017.05.005] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
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42
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Nguyen HQ, Lin J, Kimoto E, Callegari E, Tse S, Obach RS. Prediction of Losartan-Active Carboxylic Acid Metabolite Exposure Following Losartan Administration Using Static and Physiologically Based Pharmacokinetic Models. J Pharm Sci 2017; 106:2758-2770. [DOI: 10.1016/j.xphs.2017.03.032] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2017] [Revised: 03/22/2017] [Accepted: 03/27/2017] [Indexed: 01/02/2023]
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43
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Patel M, Taskar KS, Zamek-Gliszczynski MJ. Importance of Hepatic Transporters in Clinical Disposition of Drugs and Their Metabolites. J Clin Pharmacol 2017; 56 Suppl 7:S23-39. [PMID: 27385177 DOI: 10.1002/jcph.671] [Citation(s) in RCA: 75] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2015] [Accepted: 10/16/2015] [Indexed: 01/04/2023]
Abstract
This review provides a practical clinical perspective on the relevance of hepatic transporters in pharmacokinetics and drug-drug interactions (DDIs). Special emphasis is placed on transporters with clear relevance to clinical DDIs, efficacy, and safety. Basolateral OATP1B1 and 1B3 emerged as important hepatic drug uptake pathways, sites for systemic DDIs, and sources of pharmacogenetic variability. As the first step in hepatic drug removal from the circulation, OATPs are an important determinant of systemic pharmacokinetics, specifically influencing systemic absorption, clearance, and hepatic distribution for subsequent metabolism and/or excretion. Biliary excretion of parent drugs is a less prevalent clearance pathway than metabolism or urinary excretion, but BCRP and MRP2 are critically important to biliary/fecal elimination of drug metabolites. Inhibition of biliary excretion is typically not apparent at the level of systemic pharmacokinetics but can markedly increase liver exposure. Basolateral efflux transporters MRP3 and MRP4 mediate excretion of parent drugs and, more commonly, polar metabolites from hepatocytes into blood. Basolateral excretion is an area in need of further clinical investigation, which will necessitate studies more complex than just systemic pharmacokinetics. Clinical relevance of hepatic uptake is relatively well appreciated, and clinical consequences of hepatic excretion (biliary and basolateral) modulation remain an active research area.
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Affiliation(s)
- Mitesh Patel
- Mechanistic Safety and Disposition, GlaxoSmithKline, King of Prussia, PA, USA
| | - Kunal S Taskar
- Mechanistic Safety and Disposition, GlaxoSmithKline, Ware, Hertfordshire, UK
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44
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Tetsuka K, Ohbuchi M, Tabata K. Recent Progress in Hepatocyte Culture Models and Their Application to the Assessment of Drug Metabolism, Transport, and Toxicity in Drug Discovery: The Value of Tissue Engineering for the Successful Development of a Microphysiological System. J Pharm Sci 2017; 106:2302-2311. [PMID: 28533121 DOI: 10.1016/j.xphs.2017.05.010] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2017] [Revised: 04/23/2017] [Accepted: 05/05/2017] [Indexed: 12/14/2022]
Abstract
Tissue engineering technology has provided many useful culture models. This article reviews the merits of this technology in a hepatocyte culture system and describes the applications of the sandwich-cultured hepatocyte model in drug discovery. In addition, we also review recent investigations of the utility of the 3-dimensional bioprinted human liver tissue model and spheroid model. Finally, we present the future direction and developmental challenges of a hepatocyte culture model for the successful establishment of a microphysiological system, represented as an organ-on-a-chip and even as a human-on-a-chip. A merit of advanced culture models is their potential use for detecting hepatotoxicity through repeated exposure to chemicals as they allow long-term culture while maintaining hepatocyte functionality. As a future direction, such advanced hepatocyte culture systems can be connected to other tissue models for evaluating tissue-to-tissue interaction beyond cell-to-cell interaction. This combination of culture models could represent parts of the human body in a microphysiological system.
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Affiliation(s)
- Kazuhiro Tetsuka
- Analysis & Pharmacokinetics Research Labs., Astellas Pharma Inc., 21 Miyukigaoka Tsukuba-shi, Ibaraki, Japan.
| | - Masato Ohbuchi
- Analysis & Pharmacokinetics Research Labs., Astellas Pharma Inc., 21 Miyukigaoka Tsukuba-shi, Ibaraki, Japan
| | - Kenji Tabata
- Analysis & Pharmacokinetics Research Labs., Astellas Pharma Inc., 21 Miyukigaoka Tsukuba-shi, Ibaraki, Japan
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45
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Yoshikado T, Maeda K, Furihata S, Terashima H, Nakayama T, Ishigame K, Tsunemoto K, Kusuhara H, Furihata KI, Sugiyama Y. A Clinical Cassette Dosing Study for Evaluating the Contribution of Hepatic OATPs and CYP3A to Drug-Drug Interactions. Pharm Res 2017; 34:1570-1583. [DOI: 10.1007/s11095-017-2168-5] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2016] [Accepted: 04/27/2017] [Indexed: 10/19/2022]
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46
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Toshimoto K, Tomoda Y, Chiba K, Sugiyama Y. Analysis of the Change in the Blood Concentration-Time Profile Caused by Complex Drug-Drug Interactions in the Liver Considering the Enterohepatic Circulation: Examining Whether the Inhibition Constants for Uptake, Metabolism, and Biliary Excretion Can be Recovered by the Analyses Using Physiologically Based Pharmacokinetic Modeling. J Pharm Sci 2017; 106:2727-2738. [PMID: 28479365 DOI: 10.1016/j.xphs.2017.04.057] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2017] [Revised: 04/19/2017] [Accepted: 04/24/2017] [Indexed: 01/10/2023]
Abstract
Hypothetical substrates undergoing transporter-mediated hepatic uptake, metabolism, and enterohepatic circulation with different rate-determining processes with a combination of inhibition constants (Ki) for hepatic uptake, metabolism, and biliary excretion processes were generated with a constant Ki for uptake and incorporated into a physiologically based pharmacokinetic model. Analyses of the kinetic model suggested that the fraction of substrates excreted in the bile to the total elimination by the liver (fbile) can be estimated under certain conditions from kinetic analyses of their blood concentration-time profiles. Using the generated time profiles of substrates with and without coadministration of inhibitors, various pharmacokinetic parameters involving fbile and Ki for the hepatic uptake, metabolism, and biliary excretion of drugs were back-calculated by fitting. Comparing parameters obtained with the original parameter sets by fitting, the Ki were found to be well estimated under the following conditions: the initial estimates for inhibition constants were relatively good, which corresponds to the case for obtaining reliable in vitro inhibition constants. In conclusion, the integration of top-down analyses with bottom-up estimates (experimental determination) of inhibition constants can be used to estimate in vivo inhibition constants and fbile reliably.
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Affiliation(s)
- Kota Toshimoto
- Sugiyama Laboratory, RIKEN Innovation Center, RIKEN, Yokohama, Japan.
| | - Yukana Tomoda
- Sugiyama Laboratory, RIKEN Innovation Center, RIKEN, Yokohama, Japan; Clinical Pharmacology Research Laboratory, Yokohama University of Pharmacy, Yokohama, Japan
| | - Koji Chiba
- Sugiyama Laboratory, RIKEN Innovation Center, RIKEN, Yokohama, Japan; Clinical Pharmacology Research Laboratory, Yokohama University of Pharmacy, Yokohama, Japan
| | - Yuichi Sugiyama
- Sugiyama Laboratory, RIKEN Innovation Center, RIKEN, Yokohama, Japan
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47
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Pierre V, Johnston CK, Ferslew BC, Brouwer K, Gonzalez D. Population Pharmacokinetics of Morphine in Patients With Nonalcoholic Steatohepatitis (NASH) and Healthy Adults. CPT-PHARMACOMETRICS & SYSTEMS PHARMACOLOGY 2017; 6:331-339. [PMID: 28417561 PMCID: PMC5445229 DOI: 10.1002/psp4.12185] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/13/2017] [Accepted: 02/07/2017] [Indexed: 12/11/2022]
Abstract
Altered expression and function of transporters in nonalcoholic steatohepatitis (NASH) patients may affect the pharmacokinetics (PK), efficacy, and safety of substrate drugs. A population pharmacokinetic (PopPK) analysis was performed to assess differences in morphine and morphine-3-glucuronide (M3G) disposition in NASH and healthy subjects. A total of 315 serum and 42 urine samples from 21 subjects (14 healthy; 7 NASH) were analyzed using NONMEM. Morphine and M3G PK were described by three- and one-compartment models, respectively. After accounting for the effect of total body weight on all clearance and volume of distribution parameters using an allometric scaling approach, NASH severity score (NASF; combination of fibrosis and nonalcoholic fatty liver disease activity scores) was the most significant predictor of differences in M3G exposure. The model predicted a linear decrease in the clearance of M3G with increasing NASF scores on a natural logarithmic scale. These results may provide some insight into the potential effect of NASH on the disposition of hepatic transporter substrates.
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Affiliation(s)
- V Pierre
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - C K Johnston
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Metrum Research Group LLC, Tariffville, Connecticut, USA
| | - B C Ferslew
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Klr Brouwer
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - D Gonzalez
- Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
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48
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Xiao L, Xue Y, Zhang C, Wang L, Lin Y, Pan G. The involvement of multidrug and toxin extrusion protein 1 in the distribution and excretion of berberine. Xenobiotica 2017; 48:314-323. [PMID: 28298174 DOI: 10.1080/00498254.2017.1300707] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
1. Berberine (BBR), an isoquinoline alkaloid, has demonstrated multiple clinical pharmacological actions. As a substrate of multiple transporters in the liver, BBR is rarely excreted into the bile but can be found in the urine. The purpose of the present study was to investigate the role of multidrug and toxin extrusion protein 1 (MATE1) in the transport of BBR in the liver and kidney. 2. Using human MATE1 (hMATE1)-transfected HEK293 cells, BBR was shown to be a substrate of hMATE1 (Km = 4.28 ± 2.18 μM). In primary rat hepatocytes, pH-dependent uptake and efflux studies suggested that the transport of BBR was driven by the exchange of H+ and involved Mate1. In rats, we found that pyrimethamine (PYR), an inhibitor of Mate1, increased hepatic and renal distribution of BBR and decreased systematic excretion of BBR. 3. These findings indicated that BBR is a substrate of MATE1 and that hepatic and renal Mate1 promote excretion of BBR into bile and urine, respectively. In conclusion, Mate1 plays a key role in the distribution and excretion of BBR, and we speculate that drug-drug interactions (DDIs) caused by MATE1 may occur between BBR and other co-administered drugs.
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Affiliation(s)
- Ling Xiao
- a Shanghai Institute of Materia Medica, Chinese Academy of Sciences , Shanghai , China and.,b University of Chinese Academy of Sciences , Beijing , China
| | - Yaru Xue
- a Shanghai Institute of Materia Medica, Chinese Academy of Sciences , Shanghai , China and.,b University of Chinese Academy of Sciences , Beijing , China
| | - Cuifeng Zhang
- a Shanghai Institute of Materia Medica, Chinese Academy of Sciences , Shanghai , China and.,b University of Chinese Academy of Sciences , Beijing , China
| | - Le Wang
- a Shanghai Institute of Materia Medica, Chinese Academy of Sciences , Shanghai , China and.,b University of Chinese Academy of Sciences , Beijing , China
| | - Yunfei Lin
- a Shanghai Institute of Materia Medica, Chinese Academy of Sciences , Shanghai , China and.,b University of Chinese Academy of Sciences , Beijing , China
| | - Guoyu Pan
- a Shanghai Institute of Materia Medica, Chinese Academy of Sciences , Shanghai , China and.,b University of Chinese Academy of Sciences , Beijing , China
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49
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Wang Q, Zheng M, Leil T. Investigating Transporter-Mediated Drug-Drug Interactions Using a Physiologically Based Pharmacokinetic Model of Rosuvastatin. CPT-PHARMACOMETRICS & SYSTEMS PHARMACOLOGY 2017; 6:228-238. [PMID: 28296193 PMCID: PMC5397561 DOI: 10.1002/psp4.12168] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/01/2016] [Revised: 12/22/2016] [Accepted: 01/04/2017] [Indexed: 01/24/2023]
Abstract
Rosuvastatin is a frequently used probe in transporter-mediated drug-drug interaction (DDI) studies. This report describes the development of a physiologically based pharmacokinetic (PBPK) model of rosuvastatin for prediction of pharmacokinetic (PK) DDIs. The rosuvastatin model predicted the observed single (i.v. and oral) and multiple dose PK profiles, as well as the impact of coadministration with transporter inhibitors. The predicted effects of rifampin and cyclosporine (6.58-fold and 5.07-fold increase in rosuvastatin area under the curve (AUC), respectively) were mediated primarily via inhibition of hepatic organic anion-transporting polypeptide (OATP)1B1 (Inhibition constant (Ki ) ∼1.1 and 0.014 µM, respectively) and OATP1B3 (Ki ∼0.3 and 0.007 µM, respectively), with cyclosporine also inhibiting intestinal breast cancer resistance protein (BCRP; Ki ∼0.07 µM). The predicted effects of gemfibrozil and its metabolite were moderate (1.88-fold increase in rosuvastatin AUC) and mediated primarily via inhibition of hepatic OATP1B1 and renal organic cation transporter 3. This model of rosuvastatin will be useful in prospectively predicting transporter-mediated DDIs with novel pharmaceutical agents in development.
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Affiliation(s)
- Q Wang
- Quantitative Clinical Pharmacology, Clinical Pharmacology and Pharmacometrics, Bristol-Myers Squibb, Princeton, New Jersey, USA
| | - M Zheng
- Quantitative Clinical Pharmacology, Clinical Pharmacology and Pharmacometrics, Bristol-Myers Squibb, Princeton, New Jersey, USA
| | - T Leil
- Quantitative Clinical Pharmacology, Clinical Pharmacology and Pharmacometrics, Bristol-Myers Squibb, Princeton, New Jersey, USA
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Sandwich-Cultured Hepatocytes as a Tool to Study Drug Disposition and Drug-Induced Liver Injury. J Pharm Sci 2016; 105:443-459. [PMID: 26869411 DOI: 10.1016/j.xphs.2015.11.008] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2015] [Revised: 11/06/2015] [Accepted: 11/09/2015] [Indexed: 12/21/2022]
Abstract
Sandwich-cultured hepatocytes (SCH) are metabolically competent and have proper localization of basolateral and canalicular transporters with functional bile networks. Therefore, this cellular model is a unique tool that can be used to estimate biliary excretion of compounds. SCH have been used widely to assess hepatobiliary disposition of endogenous and exogenous compounds and metabolites. Mechanistic modeling based on SCH data enables estimation of metabolic and transporter-mediated clearances, which can be used to construct physiologically based pharmacokinetic models for prediction of drug disposition and drug-drug interactions in humans. In addition to pharmacokinetic studies, SCH also have been used to study cytotoxicity and perturbation of biological processes by drugs and hepatically generated metabolites. Human SCH can provide mechanistic insights underlying clinical drug-induced liver injury (DILI). In addition, data generated in SCH can be integrated into systems pharmacology models to predict potential DILI in humans. In this review, applications of SCH in studying hepatobiliary drug disposition and bile acid-mediated DILI are discussed. An example is presented to show how data generated in the SCH model were used to establish a quantitative relationship between intracellular bile acids and cytotoxicity, and how this information was incorporated into a systems pharmacology model for DILI prediction.
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