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Aurinsalo L, Lapatto‐Reiniluoto O, Kurkela M, Neuvonen M, Kiiski JI, Niemi M, Tornio A, Backman JT. A Phenotyping Tool for Seven Cytochrome P450 Enzymes and Two Transporters: Application to Examine the Effects of Clopidogrel and Gemfibrozil. Clin Pharmacol Ther 2025; 117:1732-1742. [PMID: 39982209 PMCID: PMC12087695 DOI: 10.1002/cpt.3610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2024] [Accepted: 02/07/2025] [Indexed: 02/22/2025]
Abstract
Clinical cocktails for cytochrome P450 (CYP) phenotyping lack a marker for CYP2C8. We aimed to combine the CYP2C8 index drug repaglinide with the Geneva cocktail (caffeine/CYP1A2, bupropion/CYP2B6, flurbiprofen/CYP2C9, omeprazole/CYP2C19, dextromethorphan/CYP2D6, and midazolam/CYP3A4). We also included endogenous organic anion transporting polypeptide (OATP) 1B1 and 1B3 biomarkers glycochenodeoxycholate 3-O-glucuronide and glycochenodeoxycholate 3-sulfate, and investigated the CYP2C8 inhibition selectivity of clopidogrel and gemfibrozil with the full cocktail. In a five-phase randomized cross-over study, the following drugs were administered to 16 healthy volunteers: (i) repaglinide, (ii) the Geneva cocktail, (iii) repaglinide with the Geneva cocktail (full cocktail), (iv) clopidogrel followed by the full cocktail, and (v) gemfibrozil followed by the full cocktail. The Geneva cocktail increased repaglinide AUC0-23h 1.22-fold (90% confidence interval 1.04-1.44, P = 0.033). The full cocktail accurately captured known inhibitory effects of clopidogrel on CYP2B6, CYP2C8, and CYP2C19 and that of gemfibrozil on CYP2C8. Gemfibrozil decreased the paraxanthine/caffeine AUC0-12h ratio by 23% (14-31%, P < 0.01) and increased caffeine AUC0-12h 1.20-fold (1.03-1.40, P = 0.036). Gemfibrozil increased the metabolite-to-index drug AUC0-23h ratios of flurbiprofen, omeprazole, dextromethorphan, and midazolam 1.59-fold (1.32-1.92), 1.47-fold (1.34-1.61), 1.79-fold (1.23-2.59), and 2.1-fold (1.9-2.4), respectively, without affecting the index drug AUCs (P < 0.01). Gemfibrozil increased the AUC0-4h of glycochenodeoxycholate 3-O-glucuronide 1.33-fold (1.07-1.65, P = 0.027). In conclusion, the combination of repaglinide, the Geneva cocktail and endogenous biomarkers for OATP1B1 and OATP1B3 yields a nine-in-one phenotyping tool. Apart from strong CYP2C8 inhibition, gemfibrozil weakly inhibits CYP1A2 and OATP1B1 and appears to impair the elimination of the metabolites of several CYP index drugs.
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Affiliation(s)
- Laura Aurinsalo
- Department of Clinical PharmacologyUniversity of HelsinkiHelsinkiFinland
- Individualized Drug Therapy Research Program, Faculty of MedicineUniversity of HelsinkiHelsinkiFinland
- Department of Clinical Pharmacology, HUS Diagnostic CenterHelsinki University HospitalHelsinkiFinland
| | - Outi Lapatto‐Reiniluoto
- Department of Clinical PharmacologyUniversity of HelsinkiHelsinkiFinland
- Individualized Drug Therapy Research Program, Faculty of MedicineUniversity of HelsinkiHelsinkiFinland
- Department of Clinical Pharmacology, HUS Diagnostic CenterHelsinki University HospitalHelsinkiFinland
- HUS PharmacyHelsinki University HospitalHelsinkiFinland
| | - Mika Kurkela
- Department of Clinical PharmacologyUniversity of HelsinkiHelsinkiFinland
- Individualized Drug Therapy Research Program, Faculty of MedicineUniversity of HelsinkiHelsinkiFinland
| | - Mikko Neuvonen
- Department of Clinical PharmacologyUniversity of HelsinkiHelsinkiFinland
- Individualized Drug Therapy Research Program, Faculty of MedicineUniversity of HelsinkiHelsinkiFinland
| | - Johanna I. Kiiski
- Department of Clinical PharmacologyUniversity of HelsinkiHelsinkiFinland
- Individualized Drug Therapy Research Program, Faculty of MedicineUniversity of HelsinkiHelsinkiFinland
| | - Mikko Niemi
- Department of Clinical PharmacologyUniversity of HelsinkiHelsinkiFinland
- Individualized Drug Therapy Research Program, Faculty of MedicineUniversity of HelsinkiHelsinkiFinland
- Department of Clinical Pharmacology, HUS Diagnostic CenterHelsinki University HospitalHelsinkiFinland
| | - Aleksi Tornio
- Integrative Physiology and Pharmacology, Institute of BiomedicineUniversity of TurkuTurkuFinland
- Unit of Clinical PharmacologyTurku University HospitalTurkuFinland
| | - Janne T. Backman
- Department of Clinical PharmacologyUniversity of HelsinkiHelsinkiFinland
- Individualized Drug Therapy Research Program, Faculty of MedicineUniversity of HelsinkiHelsinkiFinland
- Department of Clinical Pharmacology, HUS Diagnostic CenterHelsinki University HospitalHelsinkiFinland
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Liu S, Wang L, Miller N, Waltje A, Abdelnabi M, Zhu HJ, Sun D, Rothberg AE, Pai MP. Examining the Impact of Diet-and-Exercise-Induced Weight Loss on Drug Metabolism and Gastric Emptying in Patients with Obesity. J Clin Pharmacol 2025. [PMID: 39840538 DOI: 10.1002/jcph.6192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2024] [Accepted: 01/10/2025] [Indexed: 01/23/2025]
Abstract
Obesity significantly influences drug pharmacokinetics (PK), which challenges optimal dosing. This study examines the effects of diet-and-exercise-induced weight loss on key drug-metabolizing enzymes and gastric emptying in patients with obesity, who frequently require medications for comorbidities. Participants followed a structured weight management program promoting weight loss over 3-6 months and were not concomitantly on potential CYP inducers or inhibitors. Using a drug cocktail of acetaminophen, caffeine, omeprazole, and midazolam, we assessed UGT1A1, CYP1A2, CYP2C19, and CYP3A4 enzyme activities before and after weight loss, respectively, by measuring parent and metabolite concentrations. The time to maximum acetaminophen plasma concentrations reflected the gastric emptying time. PK profiles were compared across two phases: baseline (Phase 1) and post-weight loss (Phase 2). Twenty-four participants enrolled, 21 completed Phase 1 and 12 completed both phases. Statistically significant (N = 12, P < .05) gains in CYP2C19 and CYP3A4 activity were observed after weight loss of 7.6% to 26.2%, with a median [25th, 75th percentile] increase in activity of 90.5 [15.0, 194.3] % and 43.0 [7.5, 68.0] %, respectively. A 2- or 3-h single plasma sample-based ratio of the metabolite to parent concentration strongly correlated with the respective AUC ratio for the drug metabolism phenotype (N = 21). Our findings provide provisional data for evaluation of the effects of non-pharmacologically and non-surgically induced weight loss on gastric emptying and drug metabolism for future physiologically based PK models. Development of mechanistic models to optimize drug dosing in obesity are necessary since weight and body composition shifts are expected with emerging new treatments.
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Affiliation(s)
- Shuhan Liu
- Department of Clinical Pharmacy, College of Pharmacy, University of Michigan, Ann Arbor, MI, USA
| | - Lu Wang
- Department of Clinical Pharmacy, College of Pharmacy, University of Michigan, Ann Arbor, MI, USA
| | - Nicole Miller
- Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Andrea Waltje
- Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Mohamed Abdelnabi
- Department of Clinical Pharmacy, College of Pharmacy, University of Michigan, Ann Arbor, MI, USA
| | - Hao-Jie Zhu
- Department of Clinical Pharmacy, College of Pharmacy, University of Michigan, Ann Arbor, MI, USA
| | - Duxin Sun
- Pharmaceutical Sciences, University of Michigan, Ann Arbor, MI, USA
| | - Amy E Rothberg
- Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Manjunath P Pai
- Department of Clinical Pharmacy, College of Pharmacy, University of Michigan, Ann Arbor, MI, USA
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Duthaler U, Chapuisat F, Hanimann R, Krähenbühl S. Effect of protein binding on the pharmacokinetics of the six substrates in the Basel phenotyping cocktail in healthy subjects and patients with liver cirrhosis. Eur J Pharm Sci 2024; 202:106885. [PMID: 39182854 DOI: 10.1016/j.ejps.2024.106885] [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: 04/14/2024] [Revised: 07/30/2024] [Accepted: 08/22/2024] [Indexed: 08/27/2024]
Abstract
Phenotyping serves to estimate enzyme activities in healthy persons and patients in vivo. Low doses of enzyme-specific substrates are administered, and activities estimated using metabolic ratios (MR, calculated as AUCmetabolite/AUCparent). We administered the Basel phenotyping cocktail containing caffeine (CYP1A2 substrate), efavirenz (CYP2B6), flurbiprofen (CYP2C9), omeprazole (CYP2C19), metoprolol (CYP2D6) and midazolam (CYP3A) to 36 patients with liver cirrhosis and 12 control subjects and determined free and total plasma concentrations over 24 h. Aims were to assess whether MRs reflect CYP activities in patients with liver cirrhosis and whether MRs calculated with free plasma concentrations (MRfree) provide better estimates than with total concentrations (MRtotal). The correlation of MRtotal with MRfree was excellent (R2 >0.910) for substrates with low (<30 %, caffeine and metoprolol) and intermediate protein binding (≥30 and <99 %, midazolam and omeprazole) but weak (R2 <0.30) for substrates with high protein binding (≥99 %, efavirenz and flurbiprofen). The correlations between MRtotal and MRfree with CYP activities were good (R2 >0.820) for CYP1A2, CYP2C19 and CYP2D6. CYP3A4 activity was reflected better by midazolam elimination than by midazolam MRtotal or MRfree. The correlation between MRtotal and MRfree with CYP activity was not significant or weak for CYP2B6 and CYP2C9. In conclusion, MRs of substrates with an extensive protein binding (>99 %) show high inter-patient variabilities and do not accurately reflect CYP activity in patients with liver cirrhosis. Protein binding of the probe drugs has a high impact on the precision of CYP activity estimates and probe drugs with low or intermediate protein binding should be preferred.
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Affiliation(s)
- Urs Duthaler
- Division of Clinical Pharmacology & Toxicology, University Hospital Basel, Switzerland; Department of Biomedicine, University of Basel, Switzerland
| | - Fabio Chapuisat
- Division of Clinical Pharmacology & Toxicology, University Hospital Basel, Switzerland; Department of Biomedicine, University of Basel, Switzerland
| | - Robin Hanimann
- Division of Clinical Pharmacology & Toxicology, University Hospital Basel, Switzerland; Department of Biomedicine, University of Basel, Switzerland
| | - Stephan Krähenbühl
- Division of Clinical Pharmacology & Toxicology, University Hospital Basel, Switzerland; Department of Biomedicine, University of Basel, Switzerland; Department of Clinical Research, University Hospital Basel, Switzerland.
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van der Heijden LT, Opdam FL, Beijnen JH, Huitema ADR. The Use of Microdosing for In vivo Phenotyping of Cytochrome P450 Enzymes: Where Do We Stand? A Narrative Review. Eur J Drug Metab Pharmacokinet 2024; 49:407-418. [PMID: 38689161 PMCID: PMC11199305 DOI: 10.1007/s13318-024-00896-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/27/2024] [Indexed: 05/02/2024]
Abstract
Cytochrome P450 (CYP) enzymes play a central role in the elimination of approximately 80% of all clinically used drugs. Differences in CYP enzyme activity between individuals can contribute to interindividual variability in exposure and, therefore, treatment outcome. In vivo CYP enzyme activity could be determined with phenotyping. Currently, (sub)therapeutic doses are used for in vivo phenotyping, which can lead to side effects. The use of microdoses (100 µg) for in vivo phenotyping for CYP enzymes could overcome the limitations associated with the use of (sub)therapeutic doses of substrates. The aim of this review is to provide a critical overview of the application of microdosing for in vivo phenotyping of CYP enzymes. A literature search was performed to find drug-drug interaction studies of CYP enzyme substrates that used microdoses of the respective substrates. A substrate was deemed sensitive to changes in CYP enzyme activity when the pharmacokinetics of the substrate significantly changed during inhibition and induction of the enzyme. On the basis of the currently available evidence, the use of microdosing for in vivo phenotyping for subtypes CYP1A2, CYP2C9, CYP2D6, and CYP2E1 is not recommended. Microdosing can be used for the in vivo phenotyping of CYP2C19 and CYP3A. The recommended microdose phenotyping test for CYP2C19 is measuring the omeprazole area-under-the-concentration-time curve over 24 h (AUC0-24) after administration of a single 100 µg dose. CYP3A activity could be best determined with a 0.1-75 µg dose of midazolam, and subsequently measuring AUC extrapolated to infinity (AUC∞) or clearance. Moreover, there are two metrics available for midazolam using a limited sampling strategy: AUC over 10 h (AUC0-10) and AUC from 2 to 4 h (AUC2-4).
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Affiliation(s)
- Lisa T van der Heijden
- Department of Pharmacology and Pharmacy, Antoni van Leeuwenhoek/The Netherlands Cancer Institute, Amsterdam, The Netherlands.
- Division of Pharmacology, Antoni van Leeuwenhoek/The Netherlands Cancer Institute, Amsterdam, The Netherlands.
- Department of Clinical Pharmacy, OLVG Hospital, Amsterdam, The Netherlands.
| | - Frans L Opdam
- Department of Medical Oncology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Jos H Beijnen
- Department of Pharmacology and Pharmacy, Antoni van Leeuwenhoek/The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Division of Pharmacology, Antoni van Leeuwenhoek/The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Division of Pharmaco-Epidemiology and Clinical Pharmacology, Department of Pharmaceutical Sciences, Faculty of Science, Utrecht University, Utrecht, The Netherlands
| | - Alwin D R Huitema
- Department of Pharmacology and Pharmacy, Antoni van Leeuwenhoek/The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Division of Pharmacology, Antoni van Leeuwenhoek/The Netherlands Cancer Institute, Amsterdam, The Netherlands
- Department of Clinical Pharmacy, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
- Department of Pharmacology, Princess Maxima Center, Utrecht, The Netherlands
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Ozbey AC, Keemink J, Wagner B, Pugliano A, Krähenbühl S, Annaert P, Fowler S, Parrott N, Umehara K. Physiologically Based Pharmacokinetic Modeling to Predict the Impact of Liver Cirrhosis on Glucuronidation via UGT1A4 and UGT2B7/2B4-A Case Study with Midazolam. Drug Metab Dispos 2024; 52:614-625. [PMID: 38653501 DOI: 10.1124/dmd.123.001635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2023] [Revised: 04/17/2024] [Accepted: 04/22/2024] [Indexed: 04/25/2024] Open
Abstract
Hepatic impairment, due to liver cirrhosis, decreases the activity of cytochrome P450 enzymes (CYPs). The use of physiologically based pharmacokinetic (PBPK) modeling to predict this effect for CYP substrates has been well-established, but the effect of cirrhosis on uridine-glucuronosyltransferase (UGT) activities is less studied and few PBPK models have been reported. UGT enzymes are involved in primary N-glucuronidation of midazolam and glucuronidation of 1'-OH-midazolam following CYP3A hydroxylation. In this study, Simcyp was used to establish PBPK models for midazolam, its primary metabolites midazolam-N-glucuronide (UGT1A4) and 1'-OH midazolam (CYP3A4/3A5), and the secondary metabolite 1'-OH-midazolam-O-glucuronide (UGT2B7/2B4), allowing to simulate the impact of liver cirrhosis on the primary and secondary glucuronidation of midazolam. The model was verified in noncirrhotic subjects before extrapolation to cirrhotic patients of Child-Pugh (CP) classes A, B, and C. Our model successfully predicted the exposures of midazolam and its metabolites in noncirrhotic and cirrhotic patients, with 86% of observed plasma concentrations within 5th-95th percentiles of predictions and observed geometrical mean of area under the plasma concentration curve between 0 hours to infinity and maximal plasma concentration within 0.7- to 1.43-fold of predictions. The simulated metabolic ratio defined as the ratio of the glucuronide metabolite AUC over the parent compound AUC (AUCglucuronide/AUCparent, metabolic ratio [MR]), was calculated for midazolam-N-glucuronide to midazolam (indicative of UGT1A4 activity) and decreased by 40% (CP A), 48% (CP B), and 75% (CP C). For 1'-OH-midazolam-O-glucuronide to 1'-OH-midazolam, the MR (indicative of UGT2B7/2B4 activity) dropped by 35% (CP A), 51% (CP B), and 64% (CP C). These predicted MRs were corroborated by the observed data. This work thus increases confidence in Simcyp predictions of the effect of liver cirrhosis on the pharmacokinetics of UGT1A4 and UGT2B7/UGT2B4 substrates. SIGNIFICANCE STATEMENT: This article presents a physiologically based pharmacokinetic model for midazolam and its metabolites and verifies the accurate simulation of pharmacokinetic profiles when using the Simcyp hepatic impairment population models. Exposure changes of midazolam-N-glucuronide and 1'-OH-midazolam-O-glucuronide reflect the impact of decreases in UGT1A4 and UGT2B7/2B4 glucuronidation activity in cirrhotic patients. The approach used in this study may be extended to verify the modeling of other uridine glucuronosyltransferase enzymes affected by liver cirrhosis.
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Affiliation(s)
- Agustos C Ozbey
- Pharmaceutical Sciences, Roche Pharma Research and Early Development, Roche Innovation Center Basel, Basel, Switzerland (A.C.O., J.K., B.W., A.P., S.F., N.P., K.U.); Drug Delivery and Disposition Laboratory, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Belgium (A.C.O., A.P., P.A.); BioNotus GCV, Niel, Belgium (P.A.); Division of Clinical Pharmacology and Toxicology, University Hospital Basel, Basel, Switzerland (S.K.); Department of Clinical Research (S.K.) and Division of Molecular and Systems Toxicology, Department of Pharmaceutical Sciences (S.K.), University of Basel, Basel, Switzerland
| | - Janneke Keemink
- Pharmaceutical Sciences, Roche Pharma Research and Early Development, Roche Innovation Center Basel, Basel, Switzerland (A.C.O., J.K., B.W., A.P., S.F., N.P., K.U.); Drug Delivery and Disposition Laboratory, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Belgium (A.C.O., A.P., P.A.); BioNotus GCV, Niel, Belgium (P.A.); Division of Clinical Pharmacology and Toxicology, University Hospital Basel, Basel, Switzerland (S.K.); Department of Clinical Research (S.K.) and Division of Molecular and Systems Toxicology, Department of Pharmaceutical Sciences (S.K.), University of Basel, Basel, Switzerland
| | - Bjoern Wagner
- Pharmaceutical Sciences, Roche Pharma Research and Early Development, Roche Innovation Center Basel, Basel, Switzerland (A.C.O., J.K., B.W., A.P., S.F., N.P., K.U.); Drug Delivery and Disposition Laboratory, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Belgium (A.C.O., A.P., P.A.); BioNotus GCV, Niel, Belgium (P.A.); Division of Clinical Pharmacology and Toxicology, University Hospital Basel, Basel, Switzerland (S.K.); Department of Clinical Research (S.K.) and Division of Molecular and Systems Toxicology, Department of Pharmaceutical Sciences (S.K.), University of Basel, Basel, Switzerland
| | - Alessandra Pugliano
- Pharmaceutical Sciences, Roche Pharma Research and Early Development, Roche Innovation Center Basel, Basel, Switzerland (A.C.O., J.K., B.W., A.P., S.F., N.P., K.U.); Drug Delivery and Disposition Laboratory, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Belgium (A.C.O., A.P., P.A.); BioNotus GCV, Niel, Belgium (P.A.); Division of Clinical Pharmacology and Toxicology, University Hospital Basel, Basel, Switzerland (S.K.); Department of Clinical Research (S.K.) and Division of Molecular and Systems Toxicology, Department of Pharmaceutical Sciences (S.K.), University of Basel, Basel, Switzerland
| | - Stephan Krähenbühl
- Pharmaceutical Sciences, Roche Pharma Research and Early Development, Roche Innovation Center Basel, Basel, Switzerland (A.C.O., J.K., B.W., A.P., S.F., N.P., K.U.); Drug Delivery and Disposition Laboratory, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Belgium (A.C.O., A.P., P.A.); BioNotus GCV, Niel, Belgium (P.A.); Division of Clinical Pharmacology and Toxicology, University Hospital Basel, Basel, Switzerland (S.K.); Department of Clinical Research (S.K.) and Division of Molecular and Systems Toxicology, Department of Pharmaceutical Sciences (S.K.), University of Basel, Basel, Switzerland
| | - Pieter Annaert
- Pharmaceutical Sciences, Roche Pharma Research and Early Development, Roche Innovation Center Basel, Basel, Switzerland (A.C.O., J.K., B.W., A.P., S.F., N.P., K.U.); Drug Delivery and Disposition Laboratory, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Belgium (A.C.O., A.P., P.A.); BioNotus GCV, Niel, Belgium (P.A.); Division of Clinical Pharmacology and Toxicology, University Hospital Basel, Basel, Switzerland (S.K.); Department of Clinical Research (S.K.) and Division of Molecular and Systems Toxicology, Department of Pharmaceutical Sciences (S.K.), University of Basel, Basel, Switzerland
| | - Stephen Fowler
- Pharmaceutical Sciences, Roche Pharma Research and Early Development, Roche Innovation Center Basel, Basel, Switzerland (A.C.O., J.K., B.W., A.P., S.F., N.P., K.U.); Drug Delivery and Disposition Laboratory, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Belgium (A.C.O., A.P., P.A.); BioNotus GCV, Niel, Belgium (P.A.); Division of Clinical Pharmacology and Toxicology, University Hospital Basel, Basel, Switzerland (S.K.); Department of Clinical Research (S.K.) and Division of Molecular and Systems Toxicology, Department of Pharmaceutical Sciences (S.K.), University of Basel, Basel, Switzerland
| | - Neil Parrott
- Pharmaceutical Sciences, Roche Pharma Research and Early Development, Roche Innovation Center Basel, Basel, Switzerland (A.C.O., J.K., B.W., A.P., S.F., N.P., K.U.); Drug Delivery and Disposition Laboratory, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Belgium (A.C.O., A.P., P.A.); BioNotus GCV, Niel, Belgium (P.A.); Division of Clinical Pharmacology and Toxicology, University Hospital Basel, Basel, Switzerland (S.K.); Department of Clinical Research (S.K.) and Division of Molecular and Systems Toxicology, Department of Pharmaceutical Sciences (S.K.), University of Basel, Basel, Switzerland
| | - Kenichi Umehara
- Pharmaceutical Sciences, Roche Pharma Research and Early Development, Roche Innovation Center Basel, Basel, Switzerland (A.C.O., J.K., B.W., A.P., S.F., N.P., K.U.); Drug Delivery and Disposition Laboratory, Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Belgium (A.C.O., A.P., P.A.); BioNotus GCV, Niel, Belgium (P.A.); Division of Clinical Pharmacology and Toxicology, University Hospital Basel, Basel, Switzerland (S.K.); Department of Clinical Research (S.K.) and Division of Molecular and Systems Toxicology, Department of Pharmaceutical Sciences (S.K.), University of Basel, Basel, Switzerland
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Wang X, Dowty ME, Tripathy S, Le VH, Huh Y, Curto M, Winton JA, O'Gorman MT, Chan G, Malhotra BK. Assessment of the Effects of Abrocitinib on the Pharmacokinetics of Probe Substrates of Cytochrome P450 1A2, 2B6 and 2C19 Enzymes and Hormonal Oral Contraceptives in Healthy Individuals. Eur J Drug Metab Pharmacokinet 2024; 49:367-381. [PMID: 38554232 PMCID: PMC11052784 DOI: 10.1007/s13318-024-00893-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/13/2024] [Indexed: 04/01/2024]
Abstract
BACKGROUND AND OBJECTIVE Abrocitinib is an oral small-molecule Janus kinase (JAK)-1 inhibitor approved for the treatment of moderate-to-severe atopic dermatitis. In vitro studies indicated that abrocitinib is a weak time-dependent inhibitor of cytochrome P450 (CYP) 2C19/3A and a weak inducer of CYP1A2/2B6/2C19/3A. To assess the potential effect of abrocitinib on concomitant medications, drug-drug interaction (DDI) studies were conducted for abrocitinib with sensitive probe substrates of these CYP enzymes. The impact of abrocitinib on hormonal oral contraceptives (ethinyl estradiol and levonorgestrel), as substrates of CYP3A and important concomitant medications for female patients, was also evaluated. METHODS Three Phase 1 DDI studies were performed to assess the impact of abrocitinib 200 mg once daily (QD) on the probe substrates of: (1) 1A2 (caffeine), 2B6 (efavirenz) and 2C19 (omeprazole) in a cocktail study; (2) 3A (midazolam); and (3) 3A (oral contraceptives). RESULTS After multiple doses of abrocitinib 200 mg QD, there is a lack of effect on the pharmacokinetics of midazolam, efavirenz and contraceptives. Abrocitinib increased the area under the concentration time curve from 0 to infinity (AUCinf) and the maximum concentration (Cmax) of omeprazole by approximately 189 and 134%, respectively. Abrocitinib increased the AUCinf of caffeine by 40% with lack of effect on Cmax. CONCLUSIONS Based on the study results, abrocitinib is a moderate inhibitor of CYP2C19. Caution should be exercised when using abrocitinib concomitantly with narrow therapeutic index medicines that are primarily metabolized by CYP2C19 enzyme. Abrocitinib is a mild inhibitor of CYP1A2; however, the impact is not clinically relevant, and no general dose adjustment is recommended for CYP1A2 substrates. Abrocitinib does not inhibit CYP3A or induce CYP1A2/2B6/2C19/3A and does not affect the pharmacokinetics of contraceptives. CLINICAL TRIALS REGISTRATION ClinicalTrials.gov registration IDs: NCT03647670, NCT05067439, NCT03662516.
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Affiliation(s)
| | | | | | - Vu H Le
- Pfizer Inc, New York, NY, USA
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Zenklusen I, Dingemanse J, Reh C, Gehin M, Kaufmann P. Effect of Daridorexant on the Pharmacokinetics of Midazolam, and on the Pharmacokinetics and Pharmacodynamics of Warfarin in Healthy Male Subjects. Drugs R D 2024; 24:97-108. [PMID: 38472696 PMCID: PMC11035509 DOI: 10.1007/s40268-024-00456-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/14/2024] [Indexed: 03/14/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Daridorexant, a dual orexin receptor antagonist was recently approved for the treatment of insomnia at doses up to 50 mg once per night. This study investigated the effect of single-dose and multiple-dose daridorexant 50 mg at steady state on the pharmacokinetics (PK) of the cytochrome P450 (CYP) 3A4-sensitive substrate midazolam, and the effect of single-dose daridorexant 50 mg on the PK and pharmacodynamics (PD) of the CYP2C9-sensitive substrate warfarin. METHODS In this prospective, single-center, open-label, fixed-sequence, phase I, drug-drug interaction study, 18 healthy male subjects sequentially received Treatment A, B, and C in three periods. Treatment A consisted of a single oral concomitant administration of midazolam 2 mg and warfarin 25 mg on day 1 of the first period. Treatment B consisted of one oral administration of daridorexant 50 mg followed 1 h later by a single oral dose of midazolam 2 mg concomitantly with a single oral dose of warfarin 25 mg on day 1 and a once-daily oral administration of daridorexant 50 mg for 6 days of the second period. Treatment C consisted of a single oral administration of daridorexant 50 mg at steady state followed 1 h later by a single oral administration of midazolam 2 mg on day 1 of the third period. Blood samples were assessed for midazolam and S-warfarin PK, and PD (international normalized ratio and factor VII). Noncompartmental PK parameters and PD variables were evaluated with geometric mean ratios and 90% confidence intervals of Treatment B/A versus C/A for midazolam, and treatment B/A for warfarin. Safety and tolerability of each treatment were also assessed. RESULTS Midazolam maximum plasma concentration (Cmax) and area under the plasma concentration-time curve from 0 to 24 h (AUC0-24) were 1.13- and 1.42-fold higher, respectively, after single-dose administration of daridorexant 50 mg compared to administration of midazolam alone, while Cmax and AUC0-24 were 1.12- and 1.35-fold higher, respectively, after administration of daridorexant 50 mg once daily at steady state. Terminal half-life and time to maximum plasma concentration were comparable between treatments. Daridorexant had no influence on the PK and PD of warfarin. All treatments were safe and well tolerated. CONCLUSIONS Daridorexant at 50 mg is classified as a weak CYP3A4 inhibitor after single- and multiple-dose administration once daily at steady state. Daridorexant 50 mg did not induce CYP3A4 activity or inhibit CYP2C9 activity. CLINICAL TRIAL REGISTRATION This trial (NCT05480488) was registered on 29 July, 2022.
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Affiliation(s)
- Isabelle Zenklusen
- Department of Clinical Pharmacology, Idorsia Pharmaceuticals Ltd, Allschwil, Switzerland
| | - Jasper Dingemanse
- Department of Clinical Pharmacology, Idorsia Pharmaceuticals Ltd, Allschwil, Switzerland
| | | | - Martine Gehin
- Department of Clinical Pharmacology, Idorsia Pharmaceuticals Ltd, Allschwil, Switzerland.
| | - Priska Kaufmann
- Department of Clinical Pharmacology, Idorsia Pharmaceuticals Ltd, Allschwil, Switzerland
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8
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Tremmel R, Hofmann U, Haag M, Schaeffeler E, Schwab M. Circulating Biomarkers Instead of Genotyping to Establish Metabolizer Phenotypes. Annu Rev Pharmacol Toxicol 2024; 64:65-87. [PMID: 37585662 DOI: 10.1146/annurev-pharmtox-032023-121106] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/18/2023]
Abstract
Pharmacogenomics (PGx) enables personalized treatment for the prediction of drug response and to avoid adverse drug reactions. Currently, PGx mainly relies on the genetic information of absorption, distribution, metabolism, and excretion (ADME) targets such as drug-metabolizing enzymes or transporters to predict differences in the patient's phenotype. However, there is evidence that the phenotype-genotype concordance is limited. Thus, we discuss different phenotyping strategies using exogenous xenobiotics (e.g., drug cocktails) or endogenous compounds for phenotype prediction. In particular, minimally invasive approaches focusing on liquid biopsies offer great potential to preemptively determine metabolic and transport capacities. Early studies indicate that ADME phenotyping using exosomes released from the liver is reliable. In addition, pharmacometric modeling and artificial intelligence improve phenotype prediction. However, further prospective studies are needed to demonstrate the clinical utility of individualized treatment based on phenotyping strategies, not only relying on genetics. The present review summarizes current knowledge and limitations.
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Affiliation(s)
- Roman Tremmel
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, Stuttgart, Germany;
- University of Tuebingen, Tuebingen, Germany
| | - Ute Hofmann
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, Stuttgart, Germany;
- University of Tuebingen, Tuebingen, Germany
| | - Mathias Haag
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, Stuttgart, Germany;
- University of Tuebingen, Tuebingen, Germany
| | - Elke Schaeffeler
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, Stuttgart, Germany;
- University of Tuebingen, Tuebingen, Germany
- Cluster of Excellence iFIT (EXC2180) "Image-Guided and Functionally Instructed Tumor Therapies," University of Tuebingen, Tuebingen, Germany
| | - Matthias Schwab
- Dr. Margarete Fischer-Bosch-Institute of Clinical Pharmacology, Stuttgart, Germany;
- University of Tuebingen, Tuebingen, Germany
- Cluster of Excellence iFIT (EXC2180) "Image-Guided and Functionally Instructed Tumor Therapies," University of Tuebingen, Tuebingen, Germany
- Departments of Clinical Pharmacology, and Pharmacy and Biochemistry, University of Tuebingen, Tuebingen, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center Heidelberg (DKFZ), Partner Site, Tübingen, Germany
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9
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Dunvald ACD, Søltoft K, Sheetal E, Just SA, Frederiksen IEB, Nielsen F, Olsen DA, Madsen JS, Hendricks O, Stage TB. Cytochrome P450 activity in rheumatoid arthritis patients during continuous IL-6 receptor antagonist therapy. Eur J Clin Pharmacol 2023; 79:1687-1698. [PMID: 37831074 PMCID: PMC10663184 DOI: 10.1007/s00228-023-03578-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2023] [Accepted: 09/22/2023] [Indexed: 10/14/2023]
Abstract
BACKGROUND Inflammation suppresses cytochrome P450 (CYP) enzyme activity, and single-dose interleukin 6 receptor antagonists (anti-IL-6R) reverse this effect. Here, we assess the impact of continuous anti-IL-6R therapy in patients with rheumatoid arthritis. METHODS In a clinical pharmacokinetic trial, the Basel cocktail was administered before and after 3 and 12 weeks of anti-IL-6R therapy to assess CYP enzyme activity (registered in the ClinicalTrials.gov database (identifier NCT04842981) on April 13th, 2021). In a retrospective study, the 4β-hydroxycholesterol/cholesterol ratio was measured as a biomarker for CYP3A4 activity before and after 3 and 6 months of anti-IL-6R therapy. The control group was patients initiating a tumor necrosis factor alfa (TNF-α) inhibitor. RESULTS In the clinical pharmacokinetic trial (n = 3), midazolam metabolic ratio (CYP3A4) was inconclusive due to the limited sample size. Midazolam AUC and Cmax indicate a weak impact on CYP3A4 activity after 3 weeks of anti-IL-6R therapy compared to baseline (AUC geometric mean ratio (GMR): 0.80, 95% CI: 0.64-0.99 and Cmax GMR: 0.58, 95% CI: 0.37-0.91), which returns to baseline levels after 12 weeks of therapy (AUC GMR 1.02, 95% CI: 0.72-1.46 and Cmax GMR 1.03, 95% CI 0.72-1.47). No effect on the 4β-hydroxycholesterol/cholesterol ratio was observed in the retrospective study. CONCLUSION Based on sparse data from three patients, continuous anti-IL-6R therapy seems to cause an acute but transient increase in CYP3A4 activity in rheumatoid arthritis patients, which may be due to a normalization of the inflammation-suppressed CYP activity. Further studies are warranted to understand the mechanism behind this putative transient effect. Trial registration Registered in the ClinicalTrials.gov database (identifier NCT04842981) on April 13th, 2021.
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Affiliation(s)
- Ann-Cathrine Dalgård Dunvald
- Clinical Pharmacology, Pharmacy and Environmental Medicine, Department of Public Health, University of Southern Denmark, JB Winsløwsvej 19, 2, DK-5000, Odense C, Denmark
| | - Kasper Søltoft
- Department of Rheumatology, Odense University Hospital, Odense, Denmark
| | - Ekta Sheetal
- Department of Rheumatology, Hospital South West Jutland, Esbjerg, Denmark
| | - Søren Andreas Just
- Section of Rheumatology, Department of Medicine, Svendborg Hospital, Odense University Hospital, Svendborg, Denmark
| | - Ida Emilie Brejning Frederiksen
- Clinical Pharmacology, Pharmacy and Environmental Medicine, Department of Public Health, University of Southern Denmark, JB Winsløwsvej 19, 2, DK-5000, Odense C, Denmark
| | - Flemming Nielsen
- Clinical Pharmacology, Pharmacy and Environmental Medicine, Department of Public Health, University of Southern Denmark, JB Winsløwsvej 19, 2, DK-5000, Odense C, Denmark
| | - Dorte Aalund Olsen
- Department of Biochemistry and Immunology, Lillebaelt Hospital, Vejle, Denmark
| | - Jonna Skov Madsen
- Department of Biochemistry and Immunology, Lillebaelt Hospital, Vejle, Denmark
- Department of Regional Health Research, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
| | - Oliver Hendricks
- Danish Hospital for Rheumatic Diseases, Hospital South Jutland, Sønderborg, Denmark
- The DANBIO Registry, Glostrup, Denmark
| | - Tore Bjerregaard Stage
- Clinical Pharmacology, Pharmacy and Environmental Medicine, Department of Public Health, University of Southern Denmark, JB Winsløwsvej 19, 2, DK-5000, Odense C, Denmark.
- Department of Clinical Pharmacology, Odense University Hospital, Odense, Denmark.
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10
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Berger B, Kaufmann P, Berse M, Treiber A, Grignaschi N, Dingemanse J. Effect of nivasorexant (ACT-539313), a selective orexin-1-receptor antagonist, on multiple cytochrome P450 probe substrates in vitro and in vivo using a cocktail approach in healthy subjects. Pharmacol Res Perspect 2023; 11:e01143. [PMID: 37800597 PMCID: PMC10557102 DOI: 10.1002/prp2.1143] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 08/07/2023] [Accepted: 08/21/2023] [Indexed: 10/07/2023] Open
Abstract
Nivasorexant, a selective orexin-1-receptor antagonist, has recently been assessed in the treatment of humans with binge-eating disorder. Herein, the inhibitory potential of nivasorexant on cytochromes P450 (CYPs) 2C9, 2C19, and 3A4 was evaluated. Human liver microsomes/recombinant CYP enzymes were evaluated in vitro. In vivo, a single-center, open-label, fixed-sequence study was performed in healthy adults to explore the effect of 100 mg nivasorexant administered twice daily (b.i.d.) on the pharmacokinetics (PK) of flurbiprofen (50 mg, CYP2C9), omeprazole (20 mg, CYP2C19), midazolam (2 mg, CYP3A4) making use of a cocktail approach. Plasma PK sampling was performed over 24 h on Day 1 (Cocktail alone), 8 (Cocktail + nivasorexant), and 15 (Cocktail + nivasorexant at steady state). Genotyping of subjects' CYPs was performed while safety and tolerability were also assessed. In vitro, nivasorexant inhibited CYP2C9, 2C19, and 3A4 in competitive inhibition assays with IC50 values of 8.6, 1.6, and 19-44 μM, respectively, while showing a significant time-dependent CYP2C19 inhibition. In 22 subjects, exposure to flurbiprofen, omeprazole, and midazolam was generally higher during concomitant single- (i.e., area under the plasma concentration-time curve [AUC] ratio increased by 1.04-, 2.05-, and 1.56-fold, respectively) and repeated-dose (i.e., AUC ratio increased by 1.47-, 6.84-, and 3.71-fold, respectively) nivasorexant administration compared with the cocktail substrates administered alone. The most frequently reported adverse event was somnolence. According to regulatory guidance, nivasorexant is classified as a moderate CYP2C19 and weak CYP3A4 inhibitor after 1 day and as a weak CYP2C9, strong CYP2C19, and moderate CYP3A4 inhibitor after 8 days of 100 mg b.i.d. administration. Clinicaltrials.gov ID: NCT05254548.
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Affiliation(s)
- Benjamin Berger
- Department of Clinical PharmacologyIdorsia Pharmaceuticals LtdAllschwilSwitzerland
| | - Priska Kaufmann
- Department of Clinical PharmacologyIdorsia Pharmaceuticals LtdAllschwilSwitzerland
| | | | - Alexander Treiber
- Department of Preclinical Drug Metabolism and PharmacokineticsIdorsia Pharmaceuticals LtdAllschwilSwitzerland
| | - Nathalie Grignaschi
- Department of Preclinical Drug Metabolism and PharmacokineticsIdorsia Pharmaceuticals LtdAllschwilSwitzerland
| | - Jasper Dingemanse
- Department of Clinical PharmacologyIdorsia Pharmaceuticals LtdAllschwilSwitzerland
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11
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Duthaler U, Bachmann F, Ozbey AC, Umehara K, Parrott N, Fowler S, Krähenbühl S. The Activity of Members of the UDP-Glucuronosyltransferase Subfamilies UGT1A and UGT2B is Impaired in Patients with Liver Cirrhosis. Clin Pharmacokinet 2023; 62:1141-1155. [PMID: 37328712 PMCID: PMC10386950 DOI: 10.1007/s40262-023-01261-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/03/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND AND OBJECTIVE The impact of liver cirrhosis on the activity of UDP-glucuronosyltransferases (UGTs) is currently not well characterized. We investigated the glucuronidation capacity and glucuronide accumulation in patients with liver cirrhosis. METHODS We administered the Basel phenotyping cocktail (caffeine, efavirenz, flurbiprofen, omeprazole, metoprolol, midazolam) to patients with liver cirrhosis (n = 16 Child A, n = 15 Child B, n = 5 Child C) and n = 12 control subjects and obtained pharmacokinetic profiles of substrates and primary metabolites and their glucuronides. RESULTS Caffeine and its metabolite paraxanthine were only slightly glucuronidated. The metabolic ratio (AUCglucuronide/AUCparent, MR) was not affected for caffeine but decreased by 60% for paraxanthine glucuronide formation in Child C patients. Efavirenz was not glucuronidated whereas 8-hydroxyefavirenz was efficiently glucuronidated. The MR of 8-hydroxyefavirenz-glucuronide formation increased three-fold in Child C patients and was negatively correlated with the glomerular filtration rate. Flurbiprofen and omeprazole were not glucuronidated. 4-Hydroxyflurbiprofen and 5-hydroxyomeprazole were both glucuronidated but the corresponding MRs for glucuronide formation were not affected by liver cirrhosis. Metoprolol, but not α-hydroxymetoprolol, was glucuronidated, and the MR for metoprolol-glucuronide formation dropped by 60% in Child C patients. Both midazolam and its metabolite 1'-hydroxymidazolam underwent glucuronidation, and the corresponding MRs for glucuronide formation dropped by approximately 80% in Child C patients. No relevant glucuronide accumulation occurred in patients with liver cirrhosis. CONCLUSIONS Detailed analysis revealed that liver cirrhosis may affect the activity of UGTs of the UGT1A and UGT2B subfamilies according to liver function. Clinically significant glucuronide accumulation did not occur in the population investigated. CLINICAL TRIAL REGISTRATION NCT03337945.
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Affiliation(s)
- Urs Duthaler
- Division of Clinical Pharmacology and Toxicology, University Hospital Basel, 4031, Basel, Switzerland
- Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Fabio Bachmann
- Division of Clinical Pharmacology and Toxicology, University Hospital Basel, 4031, Basel, Switzerland
- Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Agustos C Ozbey
- Pharmaceutical Sciences, Roche Pharma Research and Early Development, Roche Innovation Center Basel, Basel, Switzerland
| | - Kenichi Umehara
- Pharmaceutical Sciences, Roche Pharma Research and Early Development, Roche Innovation Center Basel, Basel, Switzerland
| | - Neil Parrott
- Pharmaceutical Sciences, Roche Pharma Research and Early Development, Roche Innovation Center Basel, Basel, Switzerland
| | - Stephen Fowler
- Pharmaceutical Sciences, Roche Pharma Research and Early Development, Roche Innovation Center Basel, Basel, Switzerland
| | - Stephan Krähenbühl
- Division of Clinical Pharmacology and Toxicology, University Hospital Basel, 4031, Basel, Switzerland.
- Department of Biomedicine, University of Basel, Basel, Switzerland.
- Department of Clinical Research, University Hospital Basel, Basel, Switzerland.
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12
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Leuschner M, Cromarty AD. Critical Assessment of Phenotyping Cocktails for Clinical Use in an African Context. J Pers Med 2023; 13:1098. [PMID: 37511712 PMCID: PMC10381848 DOI: 10.3390/jpm13071098] [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: 06/12/2023] [Revised: 07/01/2023] [Accepted: 07/04/2023] [Indexed: 07/30/2023] Open
Abstract
Interethnic and interindividual variability in in vivo cytochrome P450 (CYP450)-dependent metabolism and altered drug absorption via expressed transport channels such as P-glycoprotein (P-gp) contribute to the adverse drug reactions, drug-drug interaction and therapeutic failure seen in clinical practice. A cost-effective phenotyping approach could be advantageous in providing real-time information on in vivo phenotypes to assist clinicians with individualized drug therapy, especially in resource-constrained countries such as South Africa. A number of phenotyping cocktails have been developed and the aim of this study was to critically assess the feasibility of their use in a South African context. A literature search on library databases (including AccessMedicine, BMJ, ClinicalKey, MEDLINE (Ovid), PubMed, Scopus and TOXLINE) was limited to in vivo cocktails used in the human population to phenotype phase I metabolism and/or P-gp transport. The study found that the implementation of phenotyping in clinical practice is currently limited by multiple administration routes, the varying availability of probe drugs, therapeutic doses eliciting side effects, the interaction between probe drugs and extensive sampling procedures. Analytical challenges include complicated sample workup or extraction assays and impractical analytical procedures with low detection limits, analyte sensitivity and specificity. It was concluded that a single time point, non-invasive capillary sampling, combined with a low-dose probe drug cocktail, to simultaneously quantify in vivo drug and metabolite concentrations, would enhance the feasibility and cost-effectiveness of routine phenotyping in clinical practice; however, future research is needed to establish whether the quantitative bioanalysis of drugs in a capillary whole-blood matrix correlates with that of the standard plasma/serum matrixes used as a reference in the current clinical environment.
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Affiliation(s)
- Machel Leuschner
- Department of Pharmacology, Faculty of Health Sciences, University of Pretoria, Pretoria 0084, South Africa
| | - Allan Duncan Cromarty
- Department of Pharmacology, Faculty of Health Sciences, University of Pretoria, Pretoria 0084, South Africa
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13
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Ghasim H, Rouini M, Safari S, Larti F, Khoshayand M, Gholami K, Neyshaburinezhad N, Gloor Y, Daali Y, Ardakani YH. Impact of Obesity and Bariatric Surgery on Metabolic Enzymes and P-Glycoprotein Activity Using the Geneva Cocktail Approach. J Pers Med 2023; 13:1042. [PMID: 37511655 PMCID: PMC10381895 DOI: 10.3390/jpm13071042] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 06/08/2023] [Accepted: 06/21/2023] [Indexed: 07/30/2023] Open
Abstract
The inter-individual variability of CYP450s enzyme activity may be reduced by comparing the effects of bariatric surgery on CYP-mediated drug elimination in comparable patients before and after surgery. The current research will use a low-dose phenotyping cocktail to simultaneously evaluate the activities of six CYP isoforms and P-gp. The results showed that following weight reduction after surgery, the activity of all enzymes increased compared to the obese period, which was statistically significant in the case of CYP3A, CYP2B6, CYP2C9, and CYP1A2. Furthermore, the activity of P-gp after surgery decreased without reaching a statistical significance (p-value > 0.05). Obese individuals had decreased CYP3A and CYP2D6 activity compared with the control group, although only CYP3A was statistically important. In addition, there was a trend toward increased activity for CYP1A2, CYP2B6, CYP2C9, and CYP2C19 in obese patients compared to the control group, without reaching statistical insignificance (p-value ≥ 0.05). After six months (at least), all enzymes and the P-gp pump activity were significantly higher than the control group except for CYP2D6. Ultimately, a greater comprehension of phenoconversion can aid in altering the patient's treatment. Further studies are required to confirm the changes in the metabolic ratios of probes after bariatric surgery to demonstrate the findings' clinical application. As a result, the effects of inflammation-induced phenoconversion on medication metabolism may differ greatly across persons and drug CYP pathways. It is essential to apply these results to the clinic to recommend dose adjustments.
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Affiliation(s)
- Hengameh Ghasim
- Biopharmaceutics and Pharmacokinetic Division, Department of Pharmaceutics, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran 1417614411, Iran
| | - Mohammadreza Rouini
- Biopharmaceutics and Pharmacokinetic Division, Department of Pharmaceutics, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran 1417614411, Iran
| | - Saeed Safari
- Department of General Surgery, Firoozgar General Hospital, Iran University of Medical Sciences, Tehran 1417614411, Iran
| | - Farnoosh Larti
- Department of Cardiology, Imam Khomeini Hospital Complex, Tehran University of Medical Sciences, Tehran 1417614411, Iran
| | - Mohammadreza Khoshayand
- Department of Drug and Food Control, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran 1417614411, Iran
| | - Kheirollah Gholami
- Department of Clinical Pharmacy, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran 1417614411, Iran
| | - Navid Neyshaburinezhad
- Biopharmaceutics and Pharmacokinetic Division, Department of Pharmaceutics, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran 1417614411, Iran
| | - Yvonne Gloor
- Division of Clinical Pharmacology and Toxicology, Geneva University Hospitals, 1205 Geneva, Switzerland
| | - Youssef Daali
- Division of Clinical Pharmacology and Toxicology, Geneva University Hospitals, 1205 Geneva, Switzerland
| | - Yalda H Ardakani
- Biopharmaceutics and Pharmacokinetic Division, Department of Pharmaceutics, Faculty of Pharmacy, Tehran University of Medical Sciences, Tehran 1417614411, Iran
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Chiș IA, Andrei V, Muntean A, Moldovan M, Mesaroș AȘ, Dudescu MC, Ilea A. Salivary Biomarkers of Anti-Epileptic Drugs: A Narrative Review. Diagnostics (Basel) 2023; 13:diagnostics13111962. [PMID: 37296814 DOI: 10.3390/diagnostics13111962] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 05/30/2023] [Accepted: 06/02/2023] [Indexed: 06/12/2023] Open
Abstract
Saliva is a biofluid that reflects general health and that can be collected in order to evaluate and determine various pathologies and treatments. Biomarker analysis through saliva sampling is an emerging method of accurately screening and diagnosing diseases. Anti-epileptic drugs (AEDs) are prescribed generally in seizure treatment. The dose-response relationship of AEDs is influenced by numerous factors and varies from patient to patient, hence the need for the careful supervision of drug intake. The therapeutic drug monitoring (TDM) of AEDs was traditionally performed through repeated blood withdrawals. Saliva sampling in order to determine and monitor AEDs is a novel, fast, low-cost and non-invasive approach. This narrative review focuses on the characteristics of various AEDs and the possibility of determining active plasma concentrations from saliva samples. Additionally, this study aims to highlight the significant correlations between AED blood, urine and oral fluid levels and the applicability of saliva TDM for AEDs. The study also focuses on emphasizing the applicability of saliva sampling for epileptic patients.
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Affiliation(s)
- Ioana-Andreea Chiș
- Department of Oral Rehabilitation, Faculty of Dentistry, University of Medicine and Pharmacy "Iuliu Hațieganu", 400012 Cluj-Napoca, Romania
| | - Vlad Andrei
- Department of Oral Rehabilitation, Faculty of Dentistry, University of Medicine and Pharmacy "Iuliu Hațieganu", 400012 Cluj-Napoca, Romania
| | - Alexandrina Muntean
- Department of Paediatric Dentistry, Faculty of Dentistry, University of Medicine and Pharmacy "Iuliu Hațieganu", 400012 Cluj-Napoca, Romania
| | - Marioara Moldovan
- Department of Polymer Composites, Institute of Chemistry "Raluca Ripan", University Babes-Bolyai, 400294 Cluj-Napoca, Romania
| | - Anca Ștefania Mesaroș
- Department of Dental Propaedeutics and Aesthetics, University of Medicine and Pharmacy "Iuliu Hațieganu", 400012 Cluj-Napoca, Romania
| | - Mircea Cristian Dudescu
- Department of Mechanical Engineering, Faculty of Automotive, Mechatronics and Mechanical Engineering, Technical University of Cluj-Napoca, 400641 Cluj-Napoca, Romania
| | - Aranka Ilea
- Department of Oral Rehabilitation, Faculty of Dentistry, University of Medicine and Pharmacy "Iuliu Hațieganu", 400012 Cluj-Napoca, Romania
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Duthaler U, Bachmann F, Suenderhauf C, Grandinetti T, Pfefferkorn F, Haschke M, Hruz P, Bouitbir J, Krähenbühl S. Liver Cirrhosis Affects the Pharmacokinetics of the Six Substrates of the Basel Phenotyping Cocktail Differently. Clin Pharmacokinet 2022; 61:1039-1055. [PMID: 35570253 PMCID: PMC9287224 DOI: 10.1007/s40262-022-01119-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/01/2022] [Indexed: 11/05/2022]
Abstract
BACKGROUND Activities of hepatic cytochrome P450 enzymes (CYPs) are relevant for hepatic clearance of drugs and known to be decreased in patients with liver cirrhosis. Several studies have reported the effect of liver cirrhosis on CYP activity, but the results are partially conflicting and for some CYPs lacking. OBJECTIVE In this study, we aimed to investigate the CYP activity in patients with liver cirrhosis with different Child stages (A-C) using the Basel phenotyping cocktail approach. METHODS We assessed the pharmacokinetics of the six compounds and their CYP-specific metabolites of the Basel phenotyping cocktail (CYP1A2: caffeine, CYP2B6: efavirenz, CYP2C9: flurbiprofen, CYP2C19: omeprazole, CYP2D6: metoprolol, CYP3A: midazolam) in patients with liver cirrhosis (n = 16 Child A cirrhosis, n = 15 Child B cirrhosis, n = 5 Child C cirrhosis) and matched control subjects (n = 12). RESULTS While liver cirrhosis only marginally affected the pharmacokinetics of the low to moderate extraction drugs efavirenz and flurbiprofen, the elimination rate of caffeine was reduced by 51% in patients with Child C cirrhosis. For the moderate to high extraction drugs omeprazole, metoprolol, and midazolam, liver cirrhosis decreased the elimination rate by 75%, 37%, and 60%, respectively, increased exposure, and decreased the apparent systemic clearance (clearance/bioavailability). In patients with Child C cirrhosis, the metabolic ratio (ratio of the area under the plasma concentration-time curve from 0 to 24 h of the metabolite to the parent compound), a marker for CYP activity, decreased by 66%, 47%, 92%, 73%, and 43% for paraxanthine/caffeine (CYP1A2), 8-hydroxyefavirenz/efavirenz (CYP2B6), 5-hydroxyomeprazole/omeprazole (CYP2C19), α-hydroxymetoprolol/metoprolol (CYP2D6), and 1'-hydroxymidazolam/midazolam (CYP3A), respectively. In comparison, the metabolic ratio 4-hydroxyflurbiprofen/flurbiprofen (CYP2C9) remained unchanged. CONCLUSIONS Liver cirrhosis affects the activity of CYP isoforms differently. This variability must be considered for dose adjustment of drugs in patients with liver cirrhosis. CLINICAL TRIAL REGISTRATION NCT03337945.
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Affiliation(s)
- Urs Duthaler
- Division of Clinical Pharmacology and Toxicology, University Hospital Basel, 4031, Basel, Switzerland
- Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Fabio Bachmann
- Division of Clinical Pharmacology and Toxicology, University Hospital Basel, 4031, Basel, Switzerland
- Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Claudia Suenderhauf
- Division of Clinical Pharmacology and Toxicology, University Hospital Basel, 4031, Basel, Switzerland
- Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Tanja Grandinetti
- Division of Clinical Pharmacology and Toxicology, University Hospital Basel, 4031, Basel, Switzerland
| | - Florian Pfefferkorn
- Division of Clinical Pharmacology and Toxicology, University Hospital Basel, 4031, Basel, Switzerland
| | - Manuel Haschke
- Clinical Pharmacology and Toxicology, Department of General Internal Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Petr Hruz
- Department of Biomedicine, University of Basel, Basel, Switzerland
- Division of Gastroenterology and Hepatology, University Hospital Basel, Basel, Switzerland
| | - Jamal Bouitbir
- Division of Clinical Pharmacology and Toxicology, University Hospital Basel, 4031, Basel, Switzerland
- Department of Biomedicine, University of Basel, Basel, Switzerland
- Division of Molecular and Systems Toxicology, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Stephan Krähenbühl
- Division of Clinical Pharmacology and Toxicology, University Hospital Basel, 4031, Basel, Switzerland.
- Department of Biomedicine, University of Basel, Basel, Switzerland.
- Department of Clinical Research, University Hospital Basel, Basel, Switzerland.
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16
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Ghasim H, Rouini M, Gholami K, Larti F, Safari S, Ardakani YH. Evaluation of phenoconversion phenomenon in obese patients: the effects of bariatric surgery on the CYP450 activity "a protocol for a case-control pharmacokinetic study". J Diabetes Metab Disord 2021; 20:2085-2092. [PMID: 34900844 DOI: 10.1007/s40200-021-00852-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 07/05/2021] [Indexed: 11/29/2022]
Abstract
Personalized therapy suggests the appropriate drug at the right dose for the first time through genotype-based individualized therapy, instead of prescribing medicines by the traditional one-size-fits-all manner, thereby claiming that it will make medicines safer and more effective. Accordingly, polymorphisms of drug metabolizing enzymes (DMEs), which induce inter-individual variability in the pharmacokinetics of a drug, have attracted great interest in the context of personalized medicine. Obesity is one of the most common chronic diseases in the world, including Iran, and the prevalence is increasing according to predictions. The remarkable role of P450 cytochromes has been verified in the metabolism of numerous drugs, toxins, carcinogen compounds, and the synthesis of some intrinsic compounds, such as steroid hormones. Thus, evaluating the activity of these enzymes is of great importance because any functionality variation can lead to failure in the treatment or unwanted side effects of some drugs. Therefore, any change in the activity of these enzymes in obese patients can also be problematic in the treatment process of these patients in comparison to normal weighted ones. Since only a few human studies have examined the role of inflammation in altering the function of these enzymes, it seems to be necessary to investigate the effect of obesity on the expression and activity of these enzymes; in which the role of inflammatory processes has been proven. Most importantly, it is worth evaluating changes in the activity levels of cytochrome P450 (CYP450) and the inflammatory cytokines after a course of post-surgical treatment and weight loss. To evaluate the activity of CYPs, a multi-drug cocktail is prescribed to obese patients before and after obesity surgery, as well as to healthy volunteers, to provide simultaneous evaluation of different isoforms. A complete demographic data, medical examinations, laboratory tests, and the CYPs genotype of all participants can be extremely important during this investigation.
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Affiliation(s)
- Hengameh Ghasim
- Biopharmaceutics and Pharmacokinetic Division, Department of Pharmaceutics, School of Pharmacy, Tehran University of Medical Sciences, P. O. Box 1417614411, Tehran, Iran
| | - Mohammadreza Rouini
- Biopharmaceutics and Pharmacokinetic Division, Department of Pharmaceutics, School of Pharmacy, Tehran University of Medical Sciences, P. O. Box 1417614411, Tehran, Iran
| | - Kheirollah Gholami
- Department of Clinical Pharmacy, School of Pharmacy, Tehran University of Medical Sciences, Tehran, Iran
| | - Farnoosh Larti
- Department of Cardiology, Imam Khomeini Hospital Complex, Tehran University of Medical Sciences, Tehran, Iran
| | - Saeed Safari
- Department of General Surgery, Firoozgar General Hospital, Iran University of Medical Sciences, Tehran, Iran
| | - Yalda H Ardakani
- Biopharmaceutics and Pharmacokinetic Division, Department of Pharmaceutics, School of Pharmacy, Tehran University of Medical Sciences, P. O. Box 1417614411, Tehran, Iran
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17
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Hirano R, Yokokawa A, Furihata T, Shibasaki H. Dried blood spots analysis of 6β-hydroxycortisol and cortisol using liquid chromatography/tandem mass spectrometry for calculating 6β-hydroxycortisol to cortisol ratio. JOURNAL OF MASS SPECTROMETRY : JMS 2021; 56:e4790. [PMID: 34881490 DOI: 10.1002/jms.4790] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 10/08/2021] [Accepted: 10/24/2021] [Indexed: 06/13/2023]
Abstract
Dried blood spot (DBS) sampling is a minimally invasive method used to collect blood samples of any population for personalized medicine. We aimed to develop a sensitive and reliable analytical method for measuring 6β-hydroxycortisol (6β-OHF) and cortisol concentrations in DBS by liquid chromatography/tandem mass spectrometry so as to utilize DBS as a less invasive blood sampling method for calculating the ratio of 6β-OHF/cortisol. The lower limits of quantification obtained using four DBS were 1.08 pg/50 μl for 6β-OHF and 1.01 pg/50 μl for cortisol. The 6β-OHF and cortisol in DBS were stable for 28 days at room temperature. The intraday and interday accuracy and precision of the method was <12%. Additionally, the 6β-OHF and cortisol in DBS were measured before, during, and after 3 days of clarithromycin administration to two of the subjects. Then, their concentration was compared in the plasma and whole blood collected simultaneously. The concentrations of 6β-OHF and cortisol in four DBS ranged from 0.007 to 0.079 ng/50 μl and from 1.15 to 6.66 ng/50 μl, respectively. The 6β-OHF/cortisol ratio in DBS decreased by approximately 50% on administering clarithromycin compared with that before the administration of clarithromycin. The 6β-OHF/cortisol ratio in DBS also showed a strong correlation with that in whole blood (r = 0.9694) and plasma (r = 0.9383). This method provides high accuracy and precision for measuring 6β-OHF and cortisol in DBS. It also allows the use of DBS instead of plasma for calculating the 6β-OHF/cortisol ratio. The 6β-OHF/cortisol ratio could be an index of CYP3A activity in clinical setting.
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Affiliation(s)
- Ryohei Hirano
- Laboratory of Clinical Pharmacy and Experimental Therapeutics, School of Pharmacy, Tokyo University of Pharmacy and Life Sciences, Tokyo, Japan
| | - Akitomo Yokokawa
- Laboratory of Clinical Pharmacy and Experimental Therapeutics, School of Pharmacy, Tokyo University of Pharmacy and Life Sciences, Tokyo, Japan
| | - Tomomi Furihata
- Laboratory of Clinical Pharmacy and Experimental Therapeutics, School of Pharmacy, Tokyo University of Pharmacy and Life Sciences, Tokyo, Japan
| | - Hiromi Shibasaki
- Laboratory of Clinical Pharmacy and Experimental Therapeutics, School of Pharmacy, Tokyo University of Pharmacy and Life Sciences, Tokyo, Japan
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18
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Miura M, Tanaka S, Uchida S, Kamiya C, Katayama N, Hakamata A, Odagiri K, Inui N, Kawakami J, Watanabe H, Namiki N. Prediction of the Area under the Curve Using Limited-Point Blood Sampling in a Cocktail Study to Assess Multiple CYP Activities. Biol Pharm Bull 2021; 44:762-770. [PMID: 34078808 DOI: 10.1248/bpb.b20-00691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
A cocktail study is an in vivo evaluation method to assess multiple CYP activities via a single trial and single administration of a cocktail drug that is a combination of multiple CYP substrates. However, multiple blood samples are required to evaluate the pharmacokinetics of a CYP probe drug. A limited-point sampling method is generally beneficial in clinical studies because of the simplified protocol and reduced participant burden. The aim of this study was to evaluate whether a limited-point plasma concentration analysis of CYP substrates in a cocktail drug could predict their area under the curve (AUC). We created prediction models of five CYP substrates (caffeine, losartan, omeprazole, dextromethorphan, and midazolam) using multiple linear regressions from the data of two cocktail studies, and then performed predictability analysis of these models using data derived from data in the co-administration with inducer (rifampicin) and inhibitors (fluvoxamine and cimetidine). For the administration of inhibitors, the AUC prediction accuracy (mean absolute error (MAE)) were <39.5% in Model 1 and <26.2% in Model 2 which were created using 1- and 4-point sampling data. MAE shows larger values in the administration of inducer in compared with the administration of inhibitors. The accuracy of the prediction in Model 2 could be acceptable for screening of inhibitions. MAE for caffeine, dextromethorphan, and midazolam were acceptable in the model that used 4 sampling points from all data. The use of this method could reduce the burden on the subject and make it possible to evaluate each AUC in a minimally invasive manner.
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Affiliation(s)
- Motoyasu Miura
- Department of Pharmacy Practice & Science, School of Pharmaceutical Sciences, University of Shizuoka.,Hospital Pharmacy, Hamamatsu University School of Medicine
| | - Shimako Tanaka
- Department of Pharmacy Practice & Science, School of Pharmaceutical Sciences, University of Shizuoka
| | - Shinya Uchida
- Department of Pharmacy Practice & Science, School of Pharmaceutical Sciences, University of Shizuoka
| | - Chiaki Kamiya
- Department of Clinical Pharmacology & Therapeutics, Hamamatsu University School of Medicine
| | - Naoki Katayama
- Department of Clinical Pharmacology & Therapeutics, Hamamatsu University School of Medicine
| | - Akio Hakamata
- Department of Clinical Pharmacology & Therapeutics, Hamamatsu University School of Medicine
| | - Keiichi Odagiri
- Department of Clinical Pharmacology & Therapeutics, Hamamatsu University School of Medicine
| | - Naoki Inui
- Department of Clinical Pharmacology & Therapeutics, Hamamatsu University School of Medicine
| | | | - Hiroshi Watanabe
- Department of Clinical Pharmacology & Therapeutics, Hamamatsu University School of Medicine
| | - Noriyuki Namiki
- Department of Pharmacy Practice & Science, School of Pharmaceutical Sciences, University of Shizuoka
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19
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Berger B, Dingemanse J, Sabattini G, Delahaye S, Duthaler U, Muehlan C, Krähenbühl S. Effect of Liver Cirrhosis on the Pharmacokinetics, Metabolism, and Tolerability of Daridorexant, A Novel Dual Orexin Receptor Antagonist. Clin Pharmacokinet 2021; 60:1349-1360. [PMID: 34002356 DOI: 10.1007/s40262-021-01028-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/12/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND AND OBJECTIVE Daridorexant is a dual orexin receptor antagonist in clinical development for insomnia. As daridorexant is cleared mainly via cytochrome P450 (CYP) 3A4, the effect of hepatic impairment on the pharmacokinetics (PK), metabolism, and tolerability of daridorexant was evaluated. Sleep disorders are common in patients with liver cirrhosis and, therefore, sleep-promoting drugs with a better tolerability than currently available would be preferable, a premise that dual orexin receptor antagonists may fulfill. METHODS This was a single-dose, open-label, phase I study. Subjects with mild (Child-Pugh A, N = 8) or moderate (Child-Pugh B, N = 8) liver cirrhosis and matched healthy control subjects (N = 8) received 25 mg of daridorexant orally. Blood samples were collected for 72 h post-dose for PK assessments of daridorexant and three major metabolites. RESULTS Compared with healthy subjects, patients showed a decrease in total daridorexant area under the plasma concentration-time curve from zero to infinity (AUC0-inf) and maximum plasma concentration with a geometric mean ratio (GMR, 90% confidence interval [CI]) of 0.51 (0.28-0.92) and 0.50 (0.35-0.72) in Child-Pugh A and 0.74 (0.39-1.41) and 0.42 (0.29-0.60) in Child-Pugh B patients, respectively. Furthermore, the median time to reach maximum plasma concentration was slightly delayed (1.0 h [90% CI 0.0-2.0] in Child-Pugh A patients and 0.5 h [90% CI 0.0-1.5] in Child-Pugh B patients), while for Child-Pugh B patients, a doubling in half-life was observed (GMR [90% CI]: 2.09 [1.32-3.30]). Considering the high plasma protein binding (> 99%) and a 1.9-fold to 2.3-fold increase in the unbound fraction in patients, the PK of unbound daridorexant was also assessed. Compared with healthy subjects, Child-Pugh B patients had a higher AUC0-inf (GMR [90% CI] 1.60 [0.93-2.73]), a lower apparent plasma clearance (GMR [90% CI] 0.63 [0.37-1.07]), and the same doubling in the half-life observed for total daridorexant, whereas maximum plasma concentration and apparent volume of distribution were not different. Unbound daridorexant PK in Child-Pugh A patients did not differ from healthy subjects. In addition, the metabolic ratios (parent to metabolite), i.e., a marker of CYP 3A4 activity, of the two most abundant daridorexant metabolites were higher in patients with liver cirrhosis compared with healthy subjects. All treatment-emergent adverse events were transient and of mild or moderate intensity and no other treatment-related effects were apparent. CONCLUSIONS No safety issue of concern was detected following administration of 25 mg of daridorexant in the study population. Moderate liver cirrhosis causes impaired hepatic clearance of unbound daridorexant, which prolongs the half-life. A 25-mg dose of daridorexant should, therefore, not be exceeded in Child-Pugh B patients. A dose adjustment is not required in Child-Pugh A patients, while avoidance of daridorexant in patients with Child-Pugh C cirrhosis is recommended. CLINICAL TRIAL REGISTRATION ClinicalTrials.gov ID: NCT03713242.
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Affiliation(s)
- Benjamin Berger
- Department of Clinical Pharmacology, Idorsia Pharmaceuticals Ltd, Hegenheimermattweg 91, Allschwil, 4123, Switzerland.
| | - Jasper Dingemanse
- Department of Clinical Pharmacology, Idorsia Pharmaceuticals Ltd, Hegenheimermattweg 91, Allschwil, 4123, Switzerland
| | - Giancarlo Sabattini
- Department of Preclinical Drug Metabolism and Pharmacokinetics, Idorsia Pharmaceuticals Ltd, Hegenheimermattweg 91, Allschwil, 4123, Switzerland
| | - Stéphane Delahaye
- Department of Preclinical Drug Metabolism and Pharmacokinetics, Idorsia Pharmaceuticals Ltd, Hegenheimermattweg 91, Allschwil, 4123, Switzerland
| | - Urs Duthaler
- Division of Clinical Pharmacology and Toxicology, University Hospital Basel, Basel, 4031, Switzerland.,Department of Biomedicine, University of Basel, Basel, 4031, Switzerland
| | - Clemens Muehlan
- Department of Clinical Pharmacology, Idorsia Pharmaceuticals Ltd, Hegenheimermattweg 91, Allschwil, 4123, Switzerland
| | - Stephan Krähenbühl
- Division of Clinical Pharmacology and Toxicology, University Hospital Basel, Basel, 4031, Switzerland
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20
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Bachmann F, Duthaler U, Krähenbühl S. Effect of deglucuronidation on the results of the Basel phenotyping cocktail. Br J Clin Pharmacol 2021; 87:4608-4618. [PMID: 33890704 DOI: 10.1111/bcp.14874] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2020] [Revised: 03/17/2021] [Accepted: 04/12/2021] [Indexed: 11/28/2022] Open
Abstract
We investigated the effect of deglucuronidation on the plasma concentration of the constituents of the Basel phenotyping cocktail and on the interpretation of the phenotyping results under basal conditions and after cytochrome P450 (CYP) induction with metamizole. The cocktail containing caffeine (CYP1A2), efavirenz (CYP2B6), flurbiprofen (CYP2C9), omeprazole (CYP2C19), metoprolol (CYP2D6) and midazolam (CYP3A4) was administered to 12 healthy subjects before (basal) and after treatment with metamizole for 1 week. In the basal state, deglucuronidation caused an increase in the plasma concentrations and area under the curve (AUC) of metoprolol, 8'-hydroxyefavirenz, 4'-hydroxyflurbiprofen and 1'-hydroxymidazolam. This effect could be visualized in Bland-Altman plots, where the values for 8'-hydroxyefavirenz, 4'-hydroxyflurbiprofen and 1'-hydroxymidazolam were mostly above the +20% threshold. As a result, the metabolic ratio (MR), calculated as AUCparent drug /AUCmetabolite , decreased with deglucuronidation for CYP2B6, CYP2C9 and CYP3A4 and increased for CYP2D6. Treatment with metamizole, a constitutive androstane receptor-dependent inducer of CYP2B6, CYP2C9, CYP2C19 and CYP3A4, accentuated the effect of deglucuronidation on AUC and MR. The correlation of MRs calculated as the plasma concentration ratio parent drug/metabolite with the MR calculated as the AUC ratio showed that 1 sample obtained between 2 and 6 hours after cocktail ingestion and analysed with and without deglucuronidation is sufficient to obtain reliable phenotyping results. Importantly, CYP2C9 and 3A4 induction would have been missed without deglucuronidation of the plasma samples. In conclusion, deglucuronidation of the plasma samples improves the stability of the phenotyping results of the Basel phenotyping cocktail and is necessary to reliably detect CYP induction.
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Affiliation(s)
- Fabio Bachmann
- Division of Clinical Pharmacology & Toxicology, University Hospital Basel, Switzerland.,Department of Biomedicine, University of Basel, Switzerland
| | - Urs Duthaler
- Division of Clinical Pharmacology & Toxicology, University Hospital Basel, Switzerland.,Department of Biomedicine, University of Basel, Switzerland
| | - Stephan Krähenbühl
- Division of Clinical Pharmacology & Toxicology, University Hospital Basel, Switzerland.,Department of Biomedicine, University of Basel, Switzerland
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21
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Schittny A, Waldner S, Duthaler U, Vorobyev A, Abramovich R, Krähenbühl S, Puchkov M, Huwyler J. Particle Forming Amorphous Solid Dispersions: A Mechanistic Randomized Pharmacokinetic Study in Humans. Pharmaceutics 2021; 13:401. [PMID: 33803049 PMCID: PMC8003007 DOI: 10.3390/pharmaceutics13030401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Revised: 03/11/2021] [Accepted: 03/14/2021] [Indexed: 11/17/2022] Open
Abstract
Amorphous solid dispersions (ASDs) are a promising drug-delivery strategy to overcome poor solubility through formulation. Currently, the understanding of drug absorption mechanisms from ASDs in humans is incomplete. Aiming to gain insights in this matter, we conducted a randomized cross-over design open-label clinical study (NCT03886766) with 16 healthy male volunteers in an ambulatory setting, using micro-dosed efavirenz as a model drug. In three phases, subjects were administered (1) solid ASD of efavirenz 50 mg or (2) dissolved ASD of efavirenz 50 mg or (3) a molecular solution of efavirenz 3 mg (non-ASD) as a control in block-randomized order. Endpoints were the pharmacokinetic profiles (efavirenz plasma concentration vs. time curves) and derived pharmacokinetic parameters thereof (AUC0-t, Cmax, tmax, and ka). Results showed that the dissolved ASD (intervention 2) exhibited properties of a supersaturated solution (compared to aqueous solubility) with rapid and complete absorption of the drug from the drug-rich particles. All interventions showed similar AUC0-t and were well tolerated by subjects. The findings highlight the potential of particle forming ASDs as an advanced drug-delivery system for poorly soluble drugs and provide essential insights into underlying mechanisms of ASD functioning in humans, partially validating current conceptual models.
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Affiliation(s)
- Andreas Schittny
- Division of Pharmaceutical Technology, Department of Pharmaceutical Sciences, University of Basel, 4056 Basel, Switzerland; (A.S.); (S.W.); (M.P.)
- Division of Clinical Pharmacology and Toxicology, Department of Biomedicine, University Hospital Basel and University of Basel, 4056 Basel, Switzerland; (U.D.); (S.K.)
| | - Samuel Waldner
- Division of Pharmaceutical Technology, Department of Pharmaceutical Sciences, University of Basel, 4056 Basel, Switzerland; (A.S.); (S.W.); (M.P.)
| | - Urs Duthaler
- Division of Clinical Pharmacology and Toxicology, Department of Biomedicine, University Hospital Basel and University of Basel, 4056 Basel, Switzerland; (U.D.); (S.K.)
| | - Alexander Vorobyev
- Department of Pharmtechnology, Faculty of Advanced Training of Medical Workers, Peoples’ Friendship University of Russia (RUDN University), 117198 Moscow, Russia; (A.V.); (R.A.)
| | - Rimma Abramovich
- Department of Pharmtechnology, Faculty of Advanced Training of Medical Workers, Peoples’ Friendship University of Russia (RUDN University), 117198 Moscow, Russia; (A.V.); (R.A.)
| | - Stephan Krähenbühl
- Division of Clinical Pharmacology and Toxicology, Department of Biomedicine, University Hospital Basel and University of Basel, 4056 Basel, Switzerland; (U.D.); (S.K.)
- Department of Clinical Research, University of Basel, 4056 Basel, Switzerland
| | - Maxim Puchkov
- Division of Pharmaceutical Technology, Department of Pharmaceutical Sciences, University of Basel, 4056 Basel, Switzerland; (A.S.); (S.W.); (M.P.)
| | - Jörg Huwyler
- Division of Pharmaceutical Technology, Department of Pharmaceutical Sciences, University of Basel, 4056 Basel, Switzerland; (A.S.); (S.W.); (M.P.)
- Department of Clinical Research, University of Basel, 4056 Basel, Switzerland
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22
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Bachmann F, Duthaler U, Meyer Zu Schwabedissen HE, Puchkov M, Huwyler J, Haschke M, Krähenbühl S. Metamizole is a Moderate Cytochrome P450 Inducer Via the Constitutive Androstane Receptor and a Weak Inhibitor of CYP1A2. Clin Pharmacol Ther 2020; 109:1505-1516. [PMID: 33336382 PMCID: PMC8247900 DOI: 10.1002/cpt.2141] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Accepted: 11/07/2020] [Indexed: 01/24/2023]
Abstract
Metamizole is an analgesic and antipyretic drug used intensively in certain countries. Previous studies have shown that metamizole induces cytochrome (CYP) 2B6 and possibly CYP3A4. So far, it is unknown whether metamizole induces additional CYPs and by which mechanism. Therefore, we assessed the activity of 6 different CYPs in 12 healthy male subjects before and after treatment with 3 g of metamizole per day for 1 week using a phenotyping cocktail approach. In addition, we investigated whether metamizole induces CYPs by an interaction with the constitutive androstane receptor (CAR) or the pregnane X receptor (PXR) in HepaRG cells. In the clinical study, we confirmed a moderate induction of CYP2B6 (decrease in the efavirenz area under the plasma concentration time curve (AUC) by 79%) and 3A4 (decrease in the midazolam AUC by 68%) by metamizole. In addition, metamizole weakly induced CYP2C9 (decrease in the flurbiprofen AUC by 22%) and moderately CYP2C19 (decrease in the omeprazole AUC by 66%) but did not alter CYP2D6 activity. In addition, metamizole weakly inhibited CYP1A2 activity (1.79‐fold increase in the caffeine AUC). We confirmed these results in HepaRG cells, where 4‐MAA, the principal metabolite of metamizole, induced the mRNA expression of CYP2B6, 2C9, 2C19, and 3A4. In HepaRG cells with a stable knockout of PXR or CAR, we could demonstrate that CYP induction by 4‐MAA depends on CAR and not on PXR. In conclusion, metamizole is a broad CYP inducer by an interaction with CAR and an inhibitor of CYP1A2. Regarding the widespread use of metamizole, these findings are of substantial clinical relevance.
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Affiliation(s)
- Fabio Bachmann
- Division of Clinical Pharmacology & Toxicology, University Hospital Basel, Basel, Switzerland.,Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Urs Duthaler
- Division of Clinical Pharmacology & Toxicology, University Hospital Basel, Basel, Switzerland.,Department of Biomedicine, University of Basel, Basel, Switzerland
| | | | - Maxim Puchkov
- Pharmaceutical Technology, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Jörg Huwyler
- Pharmaceutical Technology, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Manuel Haschke
- Clinical Pharmacology and Toxicology, Department of General Internal Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.,Institute of Pharmacology, University of Bern, Bern, Switzerland
| | - Stephan Krähenbühl
- Division of Clinical Pharmacology & Toxicology, University Hospital Basel, Basel, Switzerland.,Department of Biomedicine, University of Basel, Basel, Switzerland
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23
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Boivin PN, Legendre P, Bonnaure AC, Lester MA. Physicochemical stability of compounded midazolam capsules over a one-year storage period. PHARMACEUTICAL TECHNOLOGY IN HOSPITAL PHARMACY 2020. [DOI: 10.1515/pthp-2020-0015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Abstract
Objectives
In patients suffering from chronic liver disease, the hepatic metabolism of drugs is perturbed and the metabolic capacity is difficult to assess. Midazolam could be used as a phenotypical probe to predict the metabolic capacity of CYP3A to adjust dosages of drug substrates of this cytochrome. In this context, a prospective clinical trial is going to be conducted in our institution and a hospital preparation of midazolam capsules suitable for the clinical trial was developed. The objective of the present work was to assess the physicochemical stability of the formulation over 12 months to set shelf life.
Methods
Three batches of 1 mg capsules were prepared using midazolam hydrochloride and microcrystalline cellulose as a diluent. The capsules were stored at ambient temperature and protected from light. To measure the evolution of the capsules content, a stability-indicating high-performance liquid chromatography (HPLC) method was developed with ultraviolet (UV) detection at 254 nm. Data were confirmed using a liquid chromatography-tandem mass spectrometry (LC-MS/MS) analytical method.
Results
After one year, midazolam hydrochloride content remained higher than 95% of the initial concentration in capsules.
Conclusions
The results show that 1 mg midazolam capsules are stable for 12 months at room temperature and under dark conditions.
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Affiliation(s)
- Pierre-Nicolas Boivin
- Pharmacy Department , Pharmaceutical Technology Unit, Rennes University Hospital , Rennes , France
| | - Pauline Legendre
- Pharmacy Department , Pharmaceutical Technology Unit, Rennes University Hospital , Rennes , France
| | - Anne-Claire Bonnaure
- Pharmacy Department , Pharmaceutical Technology Unit, Rennes University Hospital , Rennes , France
| | - Marie-Antoinette Lester
- Pharmacy Department , Pharmaceutical Technology Unit, Rennes University Hospital , Rennes , France
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24
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Scholz I, Liakoni E, Hammann F, Grafinger KE, Duthaler U, Nagler M, Krähenbühl S, Haschke M. Effects of Hypericum perforatum (St John's wort) on the pharmacokinetics and pharmacodynamics of rivaroxaban in humans. Br J Clin Pharmacol 2020; 87:1466-1474. [PMID: 32959922 DOI: 10.1111/bcp.14553] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Revised: 08/28/2020] [Accepted: 09/09/2020] [Indexed: 12/30/2022] Open
Abstract
AIMS To investigate the influence of a cytochrome P450 CYP3A4 and efflux transporter P-glycoprotein (P-gp) inducing Hypericum perforatum extract on the pharmacokinetics and pharmacodynamics of rivaroxaban. METHODS Open-label, nonrandomized, sequential treatment interaction study. Following CYP3A4 and P-gp phenotyping using low-dose midazolam and fexofenadine, 12 healthy volunteers received a single oral dose of 20 mg rivaroxaban and rivaroxaban plasma concentrations and inhibition of the activated coagulation factor X (factor Xa) activity were measured prior to and up to 48 h postdosing. The procedures were repeated after 2 weeks' treatment with the H. perforatum extract. RESULTS The geometric mean ratios for the area under the concentration-time curve and Cmax of rivaroxaban after/before induction with the H. perforatum extract were 0.76 (90% confidence interval [CI] 0.70, 0.82) and 0.86 (90% CI 0.76, 0.97), respectively. Inhibition of factor Xa activity was reduced with a geometric mean area under the effect-time curve ratio after/before induction of 0.80 (90% CI 0.71, 0.89). No clinically significant differences were found regarding Tmax (median 1.5 vs 1 h, P = .26) and terminal elimination half-life (mean 10.6 vs 10.8 h, P = .93) of rivaroxaban. The H. perforatum extract significantly induced CYP3A4 and P-gp activity, as evidenced by phenotyping. CONCLUSION The CYP3A4/P-gp inducing H. perforatum extract caused a decrease of rivaroxaban exposure with a proportional decrease of the pharmacodynamic effect. Although the data do not justify a contraindication for the combination or a systematic adjustment of rivaroxaban dosage, avoidance of the combination or laboratory monitoring should be considered in patients taking hyperforin-containing H. perforatum extracts with rivaroxaban.
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Affiliation(s)
- Irene Scholz
- Clinical Pharmacology and Toxicology, Department of General Internal Medicine, Inselspital, Bern University Hospital, University of Bern, Switzerland.,Institute of Pharmacology, University of Bern, Switzerland
| | - Evangelia Liakoni
- Clinical Pharmacology and Toxicology, Department of General Internal Medicine, Inselspital, Bern University Hospital, University of Bern, Switzerland.,Institute of Pharmacology, University of Bern, Switzerland
| | - Felix Hammann
- Clinical Pharmacology and Toxicology, Department of General Internal Medicine, Inselspital, Bern University Hospital, University of Bern, Switzerland.,Institute of Pharmacology, University of Bern, Switzerland
| | - Katharina Elisabeth Grafinger
- Clinical Pharmacology and Toxicology, Department of General Internal Medicine, Inselspital, Bern University Hospital, University of Bern, Switzerland.,Institute of Pharmacology, University of Bern, Switzerland
| | - Urs Duthaler
- Division of Clinical Pharmacology & Toxicology, University Hospital Basel, Switzerland.,Department of Biomedicine, University of Basel, Switzerland
| | - Michael Nagler
- University Institute of Clinical Chemistry, Inselspital, Bern University Hospital, Switzerland
| | - Stephan Krähenbühl
- Clinical Pharmacology and Toxicology, Department of General Internal Medicine, Inselspital, Bern University Hospital, University of Bern, Switzerland.,Division of Clinical Pharmacology & Toxicology, University Hospital Basel, Switzerland.,Department of Biomedicine, University of Basel, Switzerland
| | - Manuel Haschke
- Clinical Pharmacology and Toxicology, Department of General Internal Medicine, Inselspital, Bern University Hospital, University of Bern, Switzerland.,Institute of Pharmacology, University of Bern, Switzerland
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25
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Almeida AC, Elias ABR, Marques MP, de Melo GC, da Costa AG, Figueiredo EFG, Brasil LW, Rodrigues-Soares F, Monteiro WM, de Lacerda MVG, Lanchote VL, Suarez-Kurtz G. Impact of Plasmodium vivax malaria and antimalarial treatment on cytochrome P450 activity in Brazilian patients. Br J Clin Pharmacol 2020; 87:1859-1868. [PMID: 32997351 DOI: 10.1111/bcp.14574] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 09/02/2020] [Accepted: 09/15/2020] [Indexed: 12/26/2022] Open
Abstract
AIMS To investigate the impact of Plasmodium vivax malaria and chloroquine-primaquine chemotherapy on CYP2D6 and CYP2C19 activity in patients from the Brazilian Amazon. METHODS Adult patients (n = 30) were given subtherapeutic doses of CYP2D6 and CYP2C19 phenotypic probes metoprolol (10 mg) and omeprazole (2 mg) in three different stages of vivax malaria illness: acute disease (study phase 1), post chemotherapy (phase 2) and convalescence (stage 3). Plasma concentrations of probes and CYP-hydroxylated metabolites (α-OH metoprolol and 5-OH omeprazole) were measured using LC/MS/MS. Two pharmacokinetic metrics were used to estimate CYP activity: (a) ratio of plasma concentrations of probe/metabolite at 240 minutes after administration of the probes and (b) ratio of areas under the time-concentration curves for probe/metabolite (AUC0-12h ). For statistical analysis, the pharmacokinetic metrics were normalized to the respective values in phase 3. Taqman assays were used for CYP2D6 and CYP2C19 genotyping. Cytokines levels were measured using cytometric bead array. RESULTS Both pharmacokinetic metrics for metoprolol and omeprazole, and plasma concentrations of cytokines IL-6, IL-8 and IL-10 varied significantly across the three study phases (ANOVA P < 0.0001). Post hoc tests showed greater metoprolol:α-OH metoprolol ratios in phases 1 and 2 compared to phase 3, larger omeprazole:5-OH omeprazole ratios in phase 1 than in phases 2 and 3, and higher circulating IL-6, IL-8 and IL-10 in phase 1 than in phases 2 and 3. CONCLUSION P. vivax malaria and treatment altered CYP2D6 and CYP2C19 metabolic phenotypes. CYP2C19 inhibition is attributed to a higher level of circulating proinflammatory cytokines, while suppression of CYP2D6 is ascribed mainly to chloroquine exposure.
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Affiliation(s)
- Anne Cristine Almeida
- Gerência de Malária, Fundação de Medicina Tropical Dr. Heitor Vieira Dourado, Manaus, Amazonas, Brazil.,Programa de Pós-graduação em Medicina Tropical, Universidade do Estado do Amazonas, Manaus, Amazonas, Brazil
| | | | - Maria Paula Marques
- Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil
| | - Gisely Cardoso de Melo
- Gerência de Malária, Fundação de Medicina Tropical Dr. Heitor Vieira Dourado, Manaus, Amazonas, Brazil.,Programa de Pós-graduação em Medicina Tropical, Universidade do Estado do Amazonas, Manaus, Amazonas, Brazil
| | - Allyson Guimarães da Costa
- Programa de Pós-graduação em Medicina Tropical, Universidade do Estado do Amazonas, Manaus, Amazonas, Brazil.,Departamento de Pesquisa, Fundação Hospitalar de Hematologia e Hemoterapia do Amazonas, Manaus, Amazonas, Brazil
| | - Erick Frota Gomes Figueiredo
- Gerência de Malária, Fundação de Medicina Tropical Dr. Heitor Vieira Dourado, Manaus, Amazonas, Brazil.,Programa de Pós-graduação em Medicina Tropical, Universidade do Estado do Amazonas, Manaus, Amazonas, Brazil
| | - Larissa Wanderley Brasil
- Gerência de Malária, Fundação de Medicina Tropical Dr. Heitor Vieira Dourado, Manaus, Amazonas, Brazil.,Programa de Pós-graduação em Medicina Tropical, Universidade do Estado do Amazonas, Manaus, Amazonas, Brazil
| | - Fernanda Rodrigues-Soares
- Departamento de Patologia, Genética e Evolução, Universidade Federal do Triângulo Mineiro, Uberaba, Minas Gerais, Brazil
| | - Wuelton Marcelo Monteiro
- Gerência de Malária, Fundação de Medicina Tropical Dr. Heitor Vieira Dourado, Manaus, Amazonas, Brazil.,Programa de Pós-graduação em Medicina Tropical, Universidade do Estado do Amazonas, Manaus, Amazonas, Brazil
| | - Marcus Vinicius Guimarães de Lacerda
- Gerência de Malária, Fundação de Medicina Tropical Dr. Heitor Vieira Dourado, Manaus, Amazonas, Brazil.,Instituto Leônidas & Maria Deane, Fundação Oswaldo Cruz, Manaus, Amazonas, Brazil
| | - Vera Lucia Lanchote
- Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil
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26
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An improved cytochrome P450 phenotyping cocktail with a simplified and highly sensitive UHPLC-MS/MS assay in human plasma. J Chromatogr B Analyt Technol Biomed Life Sci 2020; 1140:122013. [DOI: 10.1016/j.jchromb.2020.122013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2019] [Revised: 01/08/2020] [Accepted: 01/30/2020] [Indexed: 11/20/2022]
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27
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Coelho EB, Cusinato DAC, Ximenez JP, Lanchote VL, Struchiner CJ, Suarez-Kurtz G. Limited Sampling Modeling for Estimation of Phenotypic Metrics for CYP Enzymes and the ABCB1 Transporter Using a Cocktail Approach. Front Pharmacol 2020; 11:22. [PMID: 32174823 PMCID: PMC7057125 DOI: 10.3389/fphar.2020.00022] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2019] [Accepted: 01/08/2020] [Indexed: 01/19/2023] Open
Abstract
Plasma concentration data points (n = 2,640) from 16 healthy adults were used to develop and validate limited sampling strategies (LSS) for estimation of phenotypic metrics for CYP enzymes and the ABCB1 transporter, using a cocktail of subtherapeutic doses of the selective probes caffeine (CYP1A2), metoprolol (CYP2D6), midazolam (CYP3A), losartan (CYP2C9), omeprazole (CYP2C19), and fexofenadine (ABCB1). All-subsets linear regression modelling was applied to estimate the AUC0–12h for caffeine, fexofenadine, and midazolam, and the AUC0–12h ratio of metoprolol: α-OH metoprolol and omeprazole:5-OH omeprazole. LSS-derived metrics were compared with the parameters’ ‘best estimates’ obtained by non-compartmental analysis using all plasma concentration data points. The correlation coefficient (R2) was used to identify the LSS equations that provided the best fit for n timed plasma samples, and the jack-knife statistics was used as an additional validation procedure for the LSS models. Single time-point LSS models provided R2 values greater than 0.95 (R2 > 0.95) for the AUC0–12h ratio of metoprolol:α-OH metoprolol and omeprazole:5-OH omeprazole, whereas 2 time-point models were required for R2 > 0.95 for the AUC0–12h of caffeine, fexofenadine, and midazolam. Increasing the number of sampling points to three led to minor increases in R2 and/or the bias or prediction of the estimates. In conclusion, the LSS models provided accurate prediction of phenotypic indices for CYP1A2, CYP2C19, CYP2D6, CYP3A, and ABCB1, when using subtherapeutic doses of selective probes for these enzymes and transporter.
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Affiliation(s)
- Eduardo Barbosa Coelho
- Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil
| | | | - João Paulo Ximenez
- Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil
| | - Vera Lucia Lanchote
- Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil
| | | | - Guilherme Suarez-Kurtz
- Faculdade de Ciências Farmacêuticas de Ribeirão Preto, Universidade de São Paulo, Ribeirão Preto, Brazil.,Coordenação de Pesquisa Instituto Nacional de Câncer, Rio de Janeiro, Brazil
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28
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Schittny A, Philipp-Bauer S, Detampel P, Huwyler J, Puchkov M. Mechanistic insights into effect of surfactants on oral bioavailability of amorphous solid dispersions. J Control Release 2020; 320:214-225. [PMID: 31978445 DOI: 10.1016/j.jconrel.2020.01.031] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2019] [Revised: 12/05/2019] [Accepted: 01/17/2020] [Indexed: 02/04/2023]
Abstract
Drug delivery of poorly soluble drugs in form amorphous solid dispersions (ASDs) is an appealing method to increase in vivo bioavailability. For rational formulation design, a mechanistic understanding of the impact of surfactants on the performance of ASD-based formulations is therefore of importance. In this study, we used hot-melt extrusion to prepare ASDs composed of the model drug substance efavirenz with hydroxypropyl methylcellulose phthalate (HPMCP) as the base polymer, and surfactants. Molecular dynamics simulations and in vitro dissolution studies were used to investigate formation and drug release from polymer vesicles, and their ability to maintain a supersaturation state as a function of surfactant composition. It was possible to identify main factors regulating particle formation and to modify dissolution profiles with different excipient compositions. Animal studies in the rat, in combination with physiologically based pharmacokinetic modeling, demonstrated enhanced drug absorption from formed vesicles. The surfactant composition in the ASD had a direct influence on the morphology of these vesicles, as well as kinetics of drug release, and, therefore, the oral bioavailability. ASDs, prepared by hot-melt extrusion method, were optimized for dissolution and adsorption rates increase. Our findings contribute to a better understanding of dissolution behavior of ASDs with respect to the function of surfactants, aiming to facilitate a rational formulation development and an accelerated transition from in vitro systems to in vivo applications.
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Affiliation(s)
- A Schittny
- Division of Pharmaceutical Technology, Department of Pharmaceutical Sciences, University of Basel, Switzerland; Division of Clinical Pharmacology and Toxicology, Department of Biomedicine, University Hospital Basel and University of Basel, Switzerland
| | - S Philipp-Bauer
- Division of Pharmaceutical Technology, Department of Pharmaceutical Sciences, University of Basel, Switzerland
| | - P Detampel
- Division of Pharmaceutical Technology, Department of Pharmaceutical Sciences, University of Basel, Switzerland
| | - J Huwyler
- Division of Pharmaceutical Technology, Department of Pharmaceutical Sciences, University of Basel, Switzerland
| | - M Puchkov
- Division of Pharmaceutical Technology, Department of Pharmaceutical Sciences, University of Basel, Switzerland.
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Giri P, Patel H, Srinivas NR. Use of Cocktail Probe Drugs for Indexing Cytochrome P450 Enzymes in Clinical Pharmacology Studies - Review of Case Studies. Drug Metab Lett 2020; 13:3-18. [PMID: 30451124 DOI: 10.2174/1872312812666181119154734] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2018] [Revised: 11/02/2018] [Accepted: 11/07/2018] [Indexed: 11/22/2022]
Abstract
BACKGROUND The cocktail approach of probing drug metabolizing enzymes, in particular cytochrome P450 (CYP) enzymes, is a cornerstone in clinical pharmacology studies. The first report of the famous "Pittsburg cocktail" has led the way for the availability of numerous cocktail substrate mixtures that provide options for indexing of CYP enzymes and/or evaluating the perpetrator capacity of the drug. OBJECTIVE The key objectives were: 1) To collate, tabulate, and discuss the various cocktail substrates to determine specific CYP enzyme activity in clinical pharmacology studies with specific case studies; 2) To introspect on how the cocktail approach has withstood the test of time and evolved for enabling key decision(s); 3) To provide some futuristic views on the use of cocktail in drug discovery and development. METHOD The review was compiled after consultation with databases such as PubMed (NCBI database) and Google scholar to source various published literature on cocktail approaches in drug development. RESULTS In the reviewed case studies, CYP indexing was achieved using a single time point (differing for specific CYP enzyme) plasma determination of the metabolite to parent ratio for all CYP enzymes with the exception of CYP3A4/5, where multiple time points were required for exposure measurement of midazolam and its metabolite. Likewise, a single void of urine, for a specific time duration, has been utilized for the recovery measurements of parent and metabolite for CYP indexing purposes. CONCLUSION The review provides a comprehensive list of various types of cocktail approaches and discusses some key considerations including the evolution of the cocktail approaches over time, perspectives and futuristic views for the use of probe drugs to aid the execution of clinical pharmacology studies and data interpretation.
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Affiliation(s)
- Poonam Giri
- Department of Drug Metabolism and Pharmacokinetics, Zydus Research Centre, Sarkhej-Bavla N.H. No. 8A, Moraiya. Tal: Sanand, Ahmedabad-382 210, India
| | - Harilal Patel
- Department of Drug Metabolism and Pharmacokinetics, Zydus Research Centre, Sarkhej-Bavla N.H. No. 8A, Moraiya. Tal: Sanand, Ahmedabad-382 210, India
| | - Nuggehally R Srinivas
- Department of Drug Metabolism and Pharmacokinetics, Zydus Research Centre, Sarkhej-Bavla N.H. No. 8A, Moraiya. Tal: Sanand, Ahmedabad-382 210, India.,Suramus Bio, Drug Development, J.P. Nagar First Phase, Bangalore 560078, India
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30
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Suenderhauf C, Berger B, Puchkov M, Schmid Y, Müller S, Huwyler J, Haschke M, Krähenbühl S, Duthaler U. Pharmacokinetics and phenotyping properties of the Basel phenotyping cocktail combination capsule in healthy male adults. Br J Clin Pharmacol 2019; 86:352-361. [PMID: 31657866 DOI: 10.1111/bcp.14157] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Revised: 10/01/2019] [Accepted: 10/12/2019] [Indexed: 01/08/2023] Open
Abstract
AIMS We compared the phenotyping metrics of a combination capsule formulation to its individual components of the newly composed Basel phenotyping cocktail. Moreover, we investigated a reduced sampling regimen for clinical applications. METHODS We performed in vitro experiments and a crossover pharmacokinetic study in twelve healthy male subjects to compare the Basel phenotyping cocktail capsule containing 6 cytochrome P450 (CYP) probe drugs with individual administration of the same drugs. Parent compounds and selected metabolites were determined by liquid chromatography-tandem mass spectrometry. Metabolic ratios (MR) for are under the curve (AUC) and single time point measurements and their correlation were determined. RESULTS Experiments with human liver microsomes and primary human hepatocytes in 3D co-culture confirmed that flurbiprofen is a suitable CYP2C9 substrate. Both cocktail formulations (capsule and individual probe drug administration) were well-tolerated and yielded reproducible MRs, which were almost identical. Correlations between single time point ratios and the corresponding AUC ratios depended on the sampling time point and the concentration time curve of the probe drugs. The MR of the capsule (Spearman rank correlation coefficient, Rs : 0.77-0.97) as well as the individual components (Rs : 0.69-0.99) correlated best at 6 h post-treatment considering all 6 CYPs. Moreover, the 2-h time points of the capsule agreed suitably with the AUC; however, the MR of omeprazole could not be determined for 10 out of 12 subjects. CONCLUSION The capsule is easy to swallow, well tolerated and provides reliable estimates for CYP activity. The optimal sampling point for the capsule formulation is 6 h after intake.
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Affiliation(s)
- Claudia Suenderhauf
- Division of Clinical Pharmacology & Toxicology, University Hospital Basel, Switzerland
| | - Benjamin Berger
- Division of Clinical Pharmacology & Toxicology, University Hospital Basel, Switzerland.,Department of Biomedicine, University of Basel, Switzerland
| | - Maxim Puchkov
- Department of Pharmaceutical Sciences, University of Basel, Switzerland
| | - Yasmin Schmid
- Division of Clinical Pharmacology & Toxicology, University Hospital Basel, Switzerland
| | - Sabine Müller
- Division of Clinical Pharmacology & Toxicology, University Hospital Basel, Switzerland.,Clinical Pharmacology and Toxicology, Department of General Internal Medicine, Inselspital, Bern University Hospital, University of Bern, Switzerland
| | - Jörg Huwyler
- Department of Pharmaceutical Sciences, University of Basel, Switzerland
| | - Manuel Haschke
- Clinical Pharmacology and Toxicology, Department of General Internal Medicine, Inselspital, Bern University Hospital, University of Bern, Switzerland.,Institute of Pharmacology, University of Bern, Switzerland
| | - Stephan Krähenbühl
- Division of Clinical Pharmacology & Toxicology, University Hospital Basel, Switzerland.,Department of Biomedicine, University of Basel, Switzerland
| | - Urs Duthaler
- Division of Clinical Pharmacology & Toxicology, University Hospital Basel, Switzerland.,Department of Biomedicine, University of Basel, Switzerland
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31
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Abstract
The cytochromes P450 comprise a family of enzymes that are responsible for around three-quarters of all drug metabolism reactions that occur in human populations. Many isoforms of cytochrome P450 exist but most reactions are undertaken by CYP2C9, CYP2C19, CYP2D6 and CYP3A4. This brief review focusses on the first three isozymes which exhibit polymorphism of phenotype.If there is a wide variation in drug metabolising capacity within the population, this may precipitate clinical consequences and influence the drug treatment of patients. Such problems range from a lack of efficacy to unanticipated toxicity. In order to minimise untoward events and "personalise" a patient's treatment, efforts have been made to discover an individual's drug metabolism status. This requires knowledge of the subject's phenotype at the time of clinical treatment. Since such testing is difficult, time-consuming and costly, the simpler approach of genotyping has been advocated.However, the correlation between genotype and phenotype is not good, with values of up to 50% misprediction being reported. Genotype-assisted forecasts cannot therefore be used with confidence to replace actual phenotype measurements. Obfuscating factors discussed include gene splicing, single nucleotide polymorphisms, epigenetics and microRNA, transcription regulation and multiple gene copies.
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Kiene K, Hayasi N, Burhenne J, Uchitomi R, Sünderhauf C, Schmid Y, Haschke M, Haefeli WE, Krähenbühl S, Mikus G, Inada H, Huwyler J. Microdosed midazolam for the determination of cytochrome P450 3A activity: Development and clinical evaluation of a buccal film. Eur J Pharm Sci 2019; 135:77-82. [DOI: 10.1016/j.ejps.2019.05.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2018] [Revised: 03/06/2019] [Accepted: 05/13/2019] [Indexed: 11/28/2022]
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Otani N, Wakuda H, Imai H, Kuranari M, Ishii Y, Ito Y, Okubo A, Ogawa O, Takeda K, Ohyama T, Hasunuma T, Uemura N. No Effect of Digoxin on Rosuvastatin Pharmacokinetics in Healthy Subjects: Utility of Oita Combination for Clinical Drug-Drug Interaction Study. Clin Transl Sci 2019; 12:513-518. [PMID: 31095880 PMCID: PMC6742932 DOI: 10.1111/cts.12646] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Accepted: 04/11/2019] [Indexed: 11/28/2022] Open
Abstract
This study evaluated the utility of combination of digoxin (0.25 mg) and rosuvastatin (5 mg) as a new transporter (P-glycoprotein/breast cancer resistance protein/organic anion-transporting polypeptide (OATP)1B1/OATP1B3) probe cocktail (Oita combination) for drug-drug interaction (DDI) studies by demonstrating lack of DDI of digoxin on the pharmacokinetics (PKs) of rosuvastatin, as it was already known that rosuvastatin did not affect digoxin PK. This was an open-label, two-period study in which the primary end points were the geometric mean ratio (GMR) of the area under the plasma rosuvastatin concentration-time curve from time zero to last (AUClast ) after rosuvastatin administration combined with digoxin to that after rosuvastatin administration alone and its 90% confidence interval (CI). As the GMR of AUClast was 0.974 and its 90% CI was 0.911-1.042, it was judged that digoxin does not affect rosuvastatin PK. Results of this study have rationalized utility of the Oita combination as a transporter probe cocktail for clinical DDI studies.
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Affiliation(s)
- Naoyuki Otani
- Department of Clinical Pharmacology and Therapeutics, Faculty of Medicine, Oita University, Oita, Japan.,Clinical Pharmacology Center, Oita University Hospital, Oita, Japan.,General Clinical Research Center, Oita University Hospital, Oita, Japan
| | - Hirokazu Wakuda
- Department of Clinical Pharmacology and Therapeutics, Faculty of Medicine, Oita University, Oita, Japan
| | - Hiromitsu Imai
- Clinical Pharmacology Center, Oita University Hospital, Oita, Japan.,Department of Medical Ethics, Faculty of Medicine, Oita University, Oita, Japan
| | - Masae Kuranari
- General Clinical Research Center, Oita University Hospital, Oita, Japan
| | - Yasuyuki Ishii
- Shinagawa Research and Development Center, Sato Pharmaceutical Co., Ltd., Tokyo, Japan
| | - Yuko Ito
- Shinagawa Research and Development Center, Sato Pharmaceutical Co., Ltd., Tokyo, Japan
| | - Akihiro Okubo
- Clinical Research Department, Sato Pharmaceutical Co., Ltd., Tokyo, Japan
| | - Osamu Ogawa
- Research and Development, Seren Pharmaceuticals Inc., Tokyo, Japan
| | - Kenji Takeda
- Research and Development, Seren Pharmaceuticals Inc., Tokyo, Japan
| | | | - Tomoko Hasunuma
- Department of Research, Clinical Trial Center, Kitasato University Kitasato Institute Hospital, Tokyo, Japan
| | - Naoto Uemura
- Department of Clinical Pharmacology and Therapeutics, Faculty of Medicine, Oita University, Oita, Japan.,Clinical Pharmacology Center, Oita University Hospital, Oita, Japan.,General Clinical Research Center, Oita University Hospital, Oita, Japan
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Study Protocol for a Pilot, Open-Label, Prospective, and Observational Study to Evaluate the Pharmacokinetics of Drugs Administered to Patients during Extracorporeal Circulation; Potential of In Vivo Cytochrome P450 Phenotyping to Optimise Pharmacotherapy. Methods Protoc 2019; 2:mps2020038. [PMID: 31164617 PMCID: PMC6632166 DOI: 10.3390/mps2020038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2019] [Revised: 05/05/2019] [Accepted: 05/07/2019] [Indexed: 12/05/2022] Open
Abstract
Pharmacokinetic alterations of medications administered during surgeries involving cardiopulmonary bypass (CPB) and extracorporeal membrane oxygenation (ECMO) have been reported. The impact of CPB on the cytochrome P450 (CYP) enzymes’ activity is the key factor. The metabolic rates of caffeine, dextromethorphan, midazolam, omeprazole, and Losartan to the CYP-specific metabolites are validated measures of in vivo CYP 1A2, 2D6, 3A4, 2C19, and 2C9 activities, respectively. The study aim is to assess the activities of major CYPs in patients on extracorporeal circulation (EC). This is a pilot, prospective, open-label, observational study in patients undergoing surgery using EC and patients undergoing laparoscopic cholecystectomy as a control group. CYP activities will be measured on the day, and 1–2 days pre-surgery/3–4 days post-surgery (cardiac surgery and Laparoscopic cholecystectomy) and 1–2 days after starting ECMO, 1–2 weeks after starting ECMO, and 1–2 days after discontinuation from ECMO. Aforementioned CYP substrates will be administered to the patient and blood samples will be collected at 0, 1, 2, 4, and 6 h post-dose. Major CYP enzymes’ activities will be compared in each participant on the day, and before/after surgery. The CYP activities will be compared in three study groups to investigate the impact of CYPs on EC.
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Ariza Márquez YV, Briceño I, Aristizábal F, Niño LF, Yosa Reyes J. Dynamic Effects of CYP2D6 Genetic Variants in a Set of Poor Metaboliser Patients with Infiltrating Ductal Cancer Under Treatment with Tamoxifen. Sci Rep 2019; 9:2521. [PMID: 30792473 PMCID: PMC6385267 DOI: 10.1038/s41598-018-38340-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2018] [Accepted: 12/19/2018] [Indexed: 12/28/2022] Open
Abstract
Breast cancer is a group of multigenic diseases. It is the most common cancer diagnosed among women worldwide and is often treated with tamoxifen. Tamoxifen is catalysed by cytochrome P450 2D6 (CYP2D6), and inter-individual variations in the enzyme due to single nucleotide polymorphisms (SNPs) could alter enzyme activity. We evaluated SNPs in patients from Colombia in South America who were receiving tamoxifen treatment for breast cancer. Allelic diversity in the CYP2D6 gene was found in the studied population, with two patients displaying the poor-metaboliser phenotype. Molecular dynamics and trajectory analyses were performed for CYP2D6 from these two patients, comparing it with the common allelic form (CYP2D6*1). Although we found no significant structural change in the protein, its dynamics differ significantly from those of CYP2D6*1, the effect of such differential dynamics resulting in an inefficient enzyme with serious implications for tamoxifen-treated patients, increasing the risk of disease relapse and ineffective treatment.
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MESH Headings
- Adult
- Aged
- Aged, 80 and over
- Antineoplastic Agents, Hormonal/administration & dosage
- Antineoplastic Agents, Hormonal/metabolism
- Breast Neoplasms/drug therapy
- Breast Neoplasms/genetics
- Breast Neoplasms/metabolism
- Breast Neoplasms/pathology
- Carcinoma, Ductal/drug therapy
- Carcinoma, Ductal/genetics
- Carcinoma, Ductal/metabolism
- Carcinoma, Ductal/pathology
- Chemotherapy, Adjuvant
- Cytochrome P-450 CYP2D6/genetics
- Cytochrome P-450 CYP2D6/metabolism
- Female
- Genotype
- Humans
- Inactivation, Metabolic/genetics
- Middle Aged
- Pharmacogenomic Variants/genetics
- Phenotype
- Polymorphism, Single Nucleotide/genetics
- Tamoxifen/administration & dosage
- Tamoxifen/adverse effects
- Tamoxifen/metabolism
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Affiliation(s)
- Yeimy Viviana Ariza Márquez
- Universidad Nacional de Colombia, Instituto de Biotecnología IBUN, Departamento de Farmacia, Bogota, 111321, Colombia
| | - Ignacio Briceño
- Universidad de la Sabana, Facultad de Medicina, Bogota, 140013, Colombia
- Pontificia Universidad Javeriana, Facultad de Medicina, Instituto de Genética Humana IGH, Bogota, 110231, Colombia
| | - Fabio Aristizábal
- Universidad Nacional de Colombia, Instituto de Biotecnología IBUN, Departamento de Farmacia, Bogota, 111321, Colombia
| | - Luis Fernando Niño
- Universidad Nacional de Colombia, Facultad de Ingeniería, Departamento de Ingeniería de Sistemas e Industrial, Bogota, 111321, Colombia
| | - Juvenal Yosa Reyes
- Universidad Simón Bolivar, Facultad de Ciencias Básicas y Biomédicas, Laboratorio de Simulación Molecular y Bioinformática, Barranquilla, 080002, Colombia.
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36
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Cusinato DAC, Filgueira GCDO, Rocha A, Cintra MAC, Lanchote VL, Coelho EB. LC-MS/MS analysis of the plasma concentrations of a cocktail of 5 cytochrome P450 and P-glycoprotein probe substrates and their metabolites using subtherapeutic doses. J Pharm Biomed Anal 2019; 164:430-441. [DOI: 10.1016/j.jpba.2018.10.029] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Revised: 09/14/2018] [Accepted: 10/17/2018] [Indexed: 11/29/2022]
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Varshney E, Tandon M, Saha N, Ali S. In vivo phenotyping of cytochrome 450 isoforms involved in the metabolism of anti-HIV and anti-tubercular drugs in human using cocktail approach: An LC-MS/MS analysis. J Pharm Biomed Anal 2018; 164:698-705. [PMID: 30472588 DOI: 10.1016/j.jpba.2018.11.026] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2018] [Revised: 09/25/2018] [Accepted: 11/11/2018] [Indexed: 12/27/2022]
Abstract
PURPOSE In vivo phenotyping of CYP isoforms involved in the metabolism of anti-HIV and antitubercular drugs is important to determine therapeutic dose levels in HIV/AIDS-TB coinfections. In this study, we used a cocktail of bupropion, losartan and dapsone for in vivo phenotyping of CYP2B6, CYP2C9 and N-acetyltransferase-2 (NAT2) in plasma. CYP2B6 is the main catalyst of anti-HIV efavirenz, while NAT2 is involved in antitubercular drug isoniazid metabolism. CYP2C9 has a significant association with antitubercular drug-induced reactions. The activity level of these isoforms has a significant bearing on therapeutic dose in rapid and poor metabolizers. METHODS Briefly, a cocktail of probe drugs was administered to human volunteers and the drugs and metabolites were determined by an inhouse LC-MS/MS method in 250 μl plasma. The mobile phase and drug/metabolite extraction methods were optimized before analysis. Retention time, Cmax and tmax were calculated from the same sample and the values were used for phenotyping the isoforms. RESULTS Retention time of drugs and metabolites was calculated. The method was sensitive (4.5-8.2 %CV) and no interfering peak was observed in any batch. %Accuracy of the calibrator and QC was 85-115%. %CV of storage stability testing was within FDA approved limits. Cmax and tmax were comparable to the values reported for individual drugs. CONCLUSIONS This study advocates the use of a cocktail of bupropion, losartan and dapsone for in vivo phenotyping of CYP2B6, CYP2C9 and NAT2, which is important in determining therapeutic dose levels of anti-HIV and anti-TB drugs in HIV/AIDS-TB coinfections.
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Affiliation(s)
- Ekta Varshney
- Department of Biochemistry, School of Chemical and Life Science, Jamia Hamdard (Deemed University), Hamdard Nagar, New Delhi, 110062, India
| | - Monika Tandon
- Clinical Pharmacology Unit of Ranbaxy Laboratories Limited at Jamia Hamdard, India
| | - Nilanjan Saha
- Clinical Pharmacology Unit of Ranbaxy Laboratories Limited at Jamia Hamdard, India
| | - Shakir Ali
- Department of Biochemistry, School of Chemical and Life Science, Jamia Hamdard (Deemed University), Hamdard Nagar, New Delhi, 110062, India.
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An improved LC-MS/MS method for simultaneous evaluation of CYP2C9, CYP2C19, CYP2D6 and CYP3A4 activity. Bioanalysis 2018; 10:1577-1590. [PMID: 30226084 DOI: 10.4155/bio-2018-0102] [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] [Indexed: 11/17/2022] Open
Abstract
AIM To develop an LC-MS/MS assay to quantitate well-tolerated substrates; midazolam (CYP3A), omeprazole (CYP2C19), dextromethorphan (CYP2D6), losartan (CYP2C9) and their respective metabolites' concentrations in plasma samples. PATIENTS & METHODS A solid-phase extraction method was optimized to extract analytes of interest simultaneously from human plasma samples. The assay analyzed plasma samples collected from patients who received equal or lower than therapeutic doses of CYP substrates. RESULTS This assay was validated based on the European Medicines Agency guideline for bioanalytical method validation and was sensitive, linear, accurate and precise with acceptable recovery and matrix effects. CONCLUSION Small sample volume and dose of cytochrome P450 substrates, short-run time, using stable isotope internal standards and being cost effective are the major advantages of the assay.
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Fuhr U, Hsin CH, Li X, Jabrane W, Sörgel F. Assessment of Pharmacokinetic Drug-Drug Interactions in Humans: In Vivo Probe Substrates for Drug Metabolism and Drug Transport Revisited. Annu Rev Pharmacol Toxicol 2018; 59:507-536. [PMID: 30156973 DOI: 10.1146/annurev-pharmtox-010818-021909] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Pharmacokinetic parameters of selective probe substrates are used to quantify the activity of an individual pharmacokinetic process (PKP) and the effect of perpetrator drugs thereon in clinical drug-drug interaction (DDI) studies. For instance, oral caffeine is used to quantify hepatic CYP1A2 activity, and oral dagibatran etexilate for intestinal P-glycoprotein (P-gp) activity. However, no probe substrate depends exclusively on the PKP it is meant to quantify. Lack of selectivity for a given enzyme/transporter and expression of the respective enzyme/transporter at several sites in the human body are the main challenges. Thus, a detailed understanding of the role of individual PKPs for the pharmacokinetics of any probe substrate is essential to allocate the effect of a perpetrator drug to a specific PKP; this is a prerequisite for reliably informed pharmacokinetic models that will allow for the quantitative prediction of perpetrator effects on therapeutic drugs, also in respective patient populations not included in DDI studies.
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Affiliation(s)
- Uwe Fuhr
- Department I of Pharmacology, University Hospital Cologne, 50931 Cologne, Germany;
| | - Chih-Hsuan Hsin
- Department I of Pharmacology, University Hospital Cologne, 50931 Cologne, Germany;
| | - Xia Li
- Department I of Pharmacology, University Hospital Cologne, 50931 Cologne, Germany;
| | - Wafaâ Jabrane
- Department I of Pharmacology, University Hospital Cologne, 50931 Cologne, Germany;
| | - Fritz Sörgel
- Institute for Biomedical and Pharmaceutical Research, 90562 Nürnberg-Heroldsberg, Germany
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Garimella T, Tao X, Sims K, Chang YT, Rana J, Myers E, Wind-Rotolo M, Bhatnagar R, Eley T, LaCreta F, AbuTarif M. Effects of a Fixed-Dose Co-Formulation of Daclatasvir, Asunaprevir, and Beclabuvir on the Pharmacokinetics of a Cocktail of Cytochrome P450 and Drug Transporter Substrates in Healthy Subjects. Drugs R D 2018; 18:55-65. [PMID: 29255971 PMCID: PMC5833906 DOI: 10.1007/s40268-017-0222-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Background A fixed-dose combination of daclatasvir (DCV; hepatitis C virus NS5A inhibitor), asunaprevir (ASV; non-structural protein 3 inhibitor), and beclabuvir (BCV; non-structural protein 5B inhibitor) is approved in Japan for hepatitis C virus genotype 1. Objective The objective of this study was to assess the combination’s drug–drug interaction potential in vivo using a validated cocktail of eight cytochrome P450 (CYP) and transporter probes. Methods We conducted an open-label single-sequence study in healthy adults (n = 20) given single-dose caffeine (CYP1A2 substrate), metoprolol (CYP2D6), flurbiprofen (CYP2C9), montelukast (CYP2C8), omeprazole (CYP2C19), midazolam (CYP3A4), digoxin (P-glycoprotein), and pravastatin (organic anion-transporting polypeptide), alone or with steady-state twice-daily DCV/ASV/BCV 30/200/75 mg (with or without additional BCV 75 mg to adjust for higher exposure in hepatitis C virus infection). Results Daclatasvir/asunaprevir/beclabuvir did not affect CYP1A2, CYP2C8, or CYP2C9; the probe maximum observed concentration and area under the concentration–time curve extrapolated to infinite time geometric mean ratios and 90% confidence intervals were all within the 0.8–1.25 bioequivalence range. Beclabuvir showed moderate dose-dependent CYP2C19 induction; omeprazole maximum observed concentration and area under the concentration–time curve from 0 to the last quantifiable concentration were lower with additional BCV [geometric mean ratio 0.36 (90% confidence interval 0.23–0.55) and 0.34 (0.25–0.46), respectively] than without [0.57 (0.42–0.78), 0.48 (0.39–0.59)]. Weak-to-moderate CYP3A4 induction was observed, plus weak CYP2D6, P-glycoprotein, and organic anion-transporting polypeptide inhibition [maximum observed concentration and area under the concentration–time curve extrapolated to infinite time without additional BCV: midazolam 0.57 (0.50–0.65), 0.53 (0.47–0.60); metoprolol 1.40 (1.20–1.64), 1.71 (1.49–1.97); digoxin 1.23 (1.12–1.35), 1.23 (1.17–1.29); pravastatin 2.01 (1.63–2.47), 1.68 (1.43–1.97)]. Conclusions No dose adjustments with DCV/ASV/BCV are indicated for CYP1A2, CYP2C8, CYP2C9, or P-glycoprotein substrates. CYP3A4, CYP2D6, and OATP substrates should be co-administered with caution. Co-administration with agents solely metabolized by CYP2C19 is not recommended. Electronic supplementary material The online version of this article (10.1007/s40268-017-0222-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Tushar Garimella
- Bristol-Myers Squibb Research and Development, Princeton, NJ, USA.
| | - Xiaolu Tao
- Bristol-Myers Squibb Research and Development, Princeton, NJ, USA
| | - Karen Sims
- Bristol-Myers Squibb Research and Development, Princeton, NJ, USA
| | - Yi-Ting Chang
- Bristol-Myers Squibb Research and Development, Princeton, NJ, USA
| | - Jignasa Rana
- Bristol-Myers Squibb Research and Development, Princeton, NJ, USA
| | - Elsa Myers
- Bristol-Myers Squibb Research and Development, Princeton, NJ, USA
| | | | | | - Timothy Eley
- Bristol-Myers Squibb Research and Development, Princeton, NJ, USA
| | - Frank LaCreta
- Bristol-Myers Squibb Research and Development, Princeton, NJ, USA
| | - Malaz AbuTarif
- Bristol-Myers Squibb Research and Development, Princeton, NJ, USA
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Berger B, Bachmann F, Duthaler U, Krähenbühl S, Haschke M. Cytochrome P450 Enzymes Involved in Metoprolol Metabolism and Use of Metoprolol as a CYP2D6 Phenotyping Probe Drug. Front Pharmacol 2018; 9:774. [PMID: 30087611 PMCID: PMC6066528 DOI: 10.3389/fphar.2018.00774] [Citation(s) in RCA: 49] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Accepted: 06/26/2018] [Indexed: 11/13/2022] Open
Abstract
Metoprolol is used for phenotyping of cytochrome P450 (CYP) 2D6, a CYP isoform considered not to be inducible by inducers of the CYP2C, CYP2B, and CYP3A families such as rifampicin. While assessing CYP2D6 activity under basal conditions and after pre-treatment with rifampicin in vivo, we surprisingly observed a drop in the metoprolol/α-OH-metoprolol clearance ratio, suggesting CYP2D6 induction. To study this problem, we performed in vitro investigations using HepaRG cells and primary human hepatocytes (before and after treatment with 20 μM rifampicin), human liver microsomes, and CYP3A4-overexpressing supersomes. While mRNA expression levels of CYP3A4 showed a 15- to 30-fold increase in both cell models, mRNA of CYP2D6 was not affected by rifampicin. 1'-OH-midazolam formation (reflecting CYP3A4 activity) increased by a factor of 5-8 in both cell models, while the formation of α-OH-metoprolol increased by a factor of 6 in HepaRG cells and of 1.4 in primary human hepatocytes. Inhibition studies using human liver microsomes showed that CYP3A4, 2B6, and 2C9 together contributed 19.0 ± 2.6% (mean ± 95%CI) to O-demethylation, 4.0 ± 0.7% to α-hydroxylation, and 7.6 ± 1.7% to N-dealkylation of metoprolol. In supersomes overexpressing CYP3A4, metoprolol was α-hydroxylated in a reaction inhibited by the CYP3A4-specific inhibitor ketoconazole, but not by the CYP2D6-specific inhibitor quinidine. We conclude that metoprolol is not exclusively metabolized by CYP2D6. CYP3A4, 2B6, and 2C9, which are inducible by rifampicin, contribute to α-hydroxylation, O-demethylation, and N-dealkylation of metoprolol. This contribution is larger after CYP induction by rifampicin but is too small to compromise the usability of metoprolol α-hydroxylation for CYP2D6 phenotyping.
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Affiliation(s)
- Benjamin Berger
- Division of Clinical Pharmacology and Toxicology, University Hospital Basel, Basel, Switzerland.,Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Fabio Bachmann
- Division of Clinical Pharmacology and Toxicology, University Hospital Basel, Basel, Switzerland.,Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Urs Duthaler
- Division of Clinical Pharmacology and Toxicology, University Hospital Basel, Basel, Switzerland.,Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Stephan Krähenbühl
- Division of Clinical Pharmacology and Toxicology, University Hospital Basel, Basel, Switzerland.,Department of Biomedicine, University of Basel, Basel, Switzerland.,Swiss Center for Applied Human Toxicology (SCAHT), Basel, Switzerland
| | - Manuel Haschke
- Clinical Pharmacology and Toxicology, Department of General Internal Medicine, Inselspital, University Hospital Bern, Bern, Switzerland.,Institute of Pharmacology, University of Bern, Bern, Switzerland
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Ishii Y, Ito Y, Matsuki S, Sanpei K, Ogawa O, Takeda K, Schuck EL, Uemura N. Clinical Drug-Drug Interaction Potential of BFE1224, Prodrug of Antifungal Ravuconazole, Using Two Types of Cocktails in Healthy Subjects. Clin Transl Sci 2018; 11:477-486. [PMID: 29768713 PMCID: PMC6132366 DOI: 10.1111/cts.12557] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2017] [Accepted: 04/03/2018] [Indexed: 11/30/2022] Open
Abstract
BFE1224, prodrug of ravuconazole, is a novel, once-daily, oral, triazole antifungal drug, and currently in development for the treatment of onychomycosis. The clinical drug-drug interaction (DDI) potential of BFE1224 with cytochrome P450 (CYP) and transporter was assessed by using two types of cocktails in healthy subjects in separate clinical studies. The CYP and transporter cocktails consisted of caffeine/tolbutamide/omeprazole/dextromethorphan/midazolam used in study 1 and digoxin/rosuvastatin used in study 2. In addition, repaglinide was separately administered to the same subjects in study 2. There were no major effects on the pharmacokinetics of CYP and transporter substrates, except for an approximate threefold increase in midazolam exposure after oral administration of BFE1224. The clinical DDIs of BFE1224 were mild for CYP3A and minor for other major CYPs (CYP1A2/2C8/2C9/2C19/2D6) as well as those of P-glycoprotein (P-gp), breast cancer resistance protein (BCRP), organic anion transporting polypeptide (OATP) 1B1, and OATP1B3.
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Affiliation(s)
- Yasuyuki Ishii
- Shinagawa R&D Center, Sato Pharmaceutical Co., Tokyo, Japan
| | - Yuko Ito
- Shinagawa R&D Center, Sato Pharmaceutical Co., Tokyo, Japan
| | - Shunji Matsuki
- Clinical Research Center, Souseikai Fukuoka Mirai Hospital, Fukuoka, Japan
| | - Kasumi Sanpei
- Clinical Research Department, Sato Pharmaceutical Co., Tokyo, Japan
| | - Osamu Ogawa
- Research and Development, Seren Pharmaceuticals Inc., Tokyo, Japan
| | - Kenji Takeda
- Research and Development, Seren Pharmaceuticals Inc., Tokyo, Japan
| | - Edgar L Schuck
- Medicines Development Center, Eisai Inc., Woodcliff Lake, New Jersey, USA
| | - Naoto Uemura
- Department of Clinical Pharmacology and Therapeutics, Faculty of Medicine, Oita University, Oita, Japan.,Clinical Pharmacology Center, Oita University Hospital, Oita, Japan.,General Clinical Research Center (GCRC), Oita University Hospital, Oita, Japan
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Gazzaz M, Kinzig M, Schaeffeler E, Jübner M, Hsin CH, Li X, Taubert M, Trueck C, Iltgen-Breburda J, Kraus D, Queckenberg C, Stoffel M, Schwab M, Sörgel F, Fuhr U. Drinking Ethanol Has Few Acute Effects on CYP2C9, CYP2C19, NAT2, and P-Glycoprotein Activities but Somewhat Inhibits CYP1A2, CYP2D6, and Intestinal CYP3A: So What? Clin Pharmacol Ther 2018; 104:1249-1259. [DOI: 10.1002/cpt.1083] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Revised: 03/02/2018] [Accepted: 03/29/2018] [Indexed: 11/11/2022]
Affiliation(s)
- Malaz Gazzaz
- Department I of Pharmacology; University Hospital Cologne; Germany
- Department of Clinical Pharmacy, College of Pharmacy; Umm Al-Qura University; Makkah Saudi Arabia
| | - Martina Kinzig
- Institute for Biomedical and Pharmaceutical Research, Nürnberg-Heroldsberg; Germany
| | - Elke Schaeffeler
- Dr. Margarete-Fischer-Bosch Institute of Clinical Pharmacology; Stuttgart Germany
- University of Tuebingen; Tuebingen Germany
| | - Martin Jübner
- Institute of Legal Medicine, Faculty of Medicine; University of Cologne; Germany
| | - Chih-hsuan Hsin
- Department I of Pharmacology; University Hospital Cologne; Germany
| | - Xia Li
- Department I of Pharmacology; University Hospital Cologne; Germany
| | - Max Taubert
- Department I of Pharmacology; University Hospital Cologne; Germany
| | - Christina Trueck
- Department I of Pharmacology; University Hospital Cologne; Germany
| | | | - Daria Kraus
- Department I of Pharmacology; University Hospital Cologne; Germany
- Clinical Trials Centre; University Hospital Cologne; Germany
| | - Christian Queckenberg
- Department I of Pharmacology; University Hospital Cologne; Germany
- Clinical Trials Centre; University Hospital Cologne; Germany
| | - Marc Stoffel
- Department I of Pharmacology; University Hospital Cologne; Germany
| | - Matthias Schwab
- Dr. Margarete-Fischer-Bosch Institute of Clinical Pharmacology; Stuttgart Germany
- Department of Clinical Pharmacology; University Hospital Tuebingen; Germany
- Department of Pharmacy and Biochemistry; University of Tuebingen; Tuebingen Germany
| | - Fritz Sörgel
- Institute for Biomedical and Pharmaceutical Research, Nürnberg-Heroldsberg; Germany
- Institute of Pharmacology; Faculty of Medicine, University Duisburg-Essen; Essen Germany
| | - Uwe Fuhr
- Department I of Pharmacology; University Hospital Cologne; Germany
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Ten Years' Experience with the CYP2D6 Activity Score: A Perspective on Future Investigations to Improve Clinical Predictions for Precision Therapeutics. J Pers Med 2018; 8:jpm8020015. [PMID: 29673183 PMCID: PMC6023391 DOI: 10.3390/jpm8020015] [Citation(s) in RCA: 99] [Impact Index Per Article: 14.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Revised: 04/06/2018] [Accepted: 04/10/2018] [Indexed: 12/20/2022] Open
Abstract
The seminal paper on the CYP2D6 Activity Score (AS) was first published ten years ago and, since its introduction in 2008, it has been widely accepted in the field of pharmacogenetics. This scoring system facilitates the translation of highly complex CYP2D6 diplotype data into a patient’s phenotype to guide drug therapy and is at the core of all CYP2D6 gene/drug pair guidelines issued by the Clinical Pharmacogenetics Implementation Consortium (CPIC). The AS, however, only explains a portion of the variability observed among individuals and ethnicities. In this review, we provide an overview of sources in addition to CYP2D6 genotype that contribute to the variability in CYP2D6-mediated drug metabolism and discuss other factors, genetic and non-genetic, that likely contribute to the observed variability in CYP2D6 enzymatic activity.
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45
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Xiong S, Li L. The effect of CYP1A2 gene polymorphism on the metabolism of theophylline. Exp Ther Med 2018; 15:109-114. [PMID: 29387184 PMCID: PMC5769306 DOI: 10.3892/etm.2017.5396] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2017] [Accepted: 09/18/2017] [Indexed: 01/24/2023] Open
Abstract
This aim of the study was to investigate the effect of CYP1A2 gene polymorphism on the metabolism of theophylline in minority and Han nationality. A total of 50 cases of Han (Han group) and 50 minority nationalities (ethnic groups) treated with theophylline were selected for the study. The genotype and allele frequencies of the two groups of CYP1A2 gene, G-3113A and G-3860A, were compared to determine the rate of theophylline clearance. The results showed that there was no significant difference in the concentration of the homeostasis and the rate of the theophylline removal rate (P>0.05). There was no significant difference in the genotype and allele frequencies of the CYP1A2 gene, G-3113A and G-3860A apolymorphic site. This study employed a logarithm to determine theophylline clearance in order to correlate it with the normal distribution. The results showed that the theophylline clearance of the two groups of CYP1A2 G-3113A gene loci A allele carriers (AA+GA genotype) was significantly lower than that of the G allele carriers (GG genotype), and a significant difference between the groups was identified (P<0.05). There was no significant difference in the theophylline clearance rates in the two groups for the CYP1A2 gene, G-3860A apolymorphic site (P>0.05). Compared to the GG genotype of the CYP1A2 gene, the G-3113A site AA and GA genotype patients had a low clearance rate in the theophylline, whereas there was no correlation between teh genotypes of the CYP1A2 gene, G-3860A and the rate of theophylline clearance.
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Affiliation(s)
- Shijuan Xiong
- Department of Pharmacy, Guizhou Provincial People's Hospital, Guiyang, Guizhou 550002, P.R. China
| | - Lingling Li
- Department of Pharmacy, Chengdu Women and Children's Center Hospital, Chengdu, Sichuan 610091, P.R. China
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Rodrigues AD, Taskar KS, Kusuhara H, Sugiyama Y. Endogenous Probes for Drug Transporters: Balancing Vision With Reality. Clin Pharmacol Ther 2017; 103:434-448. [DOI: 10.1002/cpt.749] [Citation(s) in RCA: 71] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2017] [Revised: 05/04/2017] [Accepted: 05/15/2017] [Indexed: 12/17/2022]
Affiliation(s)
- AD Rodrigues
- Pharmacokinetics; Dynamics & Metabolism, Medicine Design, Pfizer Inc.; Groton Connecticut USA
| | - KS Taskar
- Mechanistic Safety and Disposition; IVIVT, GlaxoSmithKline; Ware Hertfordshire UK
| | - H Kusuhara
- Laboratory of Molecular Pharmacokinetics; Graduate School of Pharmaceutical Sciences, University of Tokyo; Tokyo Japan
| | - Y Sugiyama
- RIKEN Innovation Center; Research Cluster for Innovation; RIKEN Kanagawa Japan
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47
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Parra-Guillen ZP, Berger PB, Haschke M, Donzelli M, Winogradova D, Pfister B, Früh M, Gillessen S, Krähenbühl S, Kloft C, Joerger M. Role of Cytochrome P450 3A4 and 1A2 Phenotyping in Patients with Advanced Non-small-Cell Lung Cancer Receiving Erlotinib Treatment. Basic Clin Pharmacol Toxicol 2017; 121:309-315. [DOI: 10.1111/bcpt.12801] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2017] [Accepted: 04/13/2017] [Indexed: 11/28/2022]
Affiliation(s)
- Zinnia P. Parra-Guillen
- Department of Clinical Pharmacy and Biochemistry; Institute of Pharmacy; Freie Universitaet Berlin; Berlin Germany
- Department of Pharmacy and Pharmaceutical Technology; Universidad de Navarra; Navarra Spain
| | - Peter B. Berger
- Division of Clinical Pharmacology & Toxicology; Department of Biomedicine University Hospital Basel; University of Basel; Basel Switzerland
| | - Manuel Haschke
- Division of Clinical Pharmacology & Toxicology; Department of Biomedicine University Hospital Basel; University of Basel; Basel Switzerland
| | - Massimiliano Donzelli
- Division of Clinical Pharmacology & Toxicology; Department of Biomedicine University Hospital Basel; University of Basel; Basel Switzerland
- Roche Pharma AG; Basel Switzerland
| | - Daria Winogradova
- Division of Clinical Pharmacology & Toxicology; Department of Biomedicine University Hospital Basel; University of Basel; Basel Switzerland
| | - Bogumila Pfister
- Department of Medical Oncology and Hematology; Cantonal Hospital St. Gallen; St. Gallen Switzerland
| | - Martin Früh
- Department of Medical Oncology and Hematology; Cantonal Hospital St. Gallen; St. Gallen Switzerland
| | - Silke Gillessen
- Department of Medical Oncology and Hematology; Cantonal Hospital St. Gallen; St. Gallen Switzerland
| | - Stephan Krähenbühl
- Division of Clinical Pharmacology & Toxicology; Department of Biomedicine University Hospital Basel; University of Basel; Basel Switzerland
| | - Charlotte Kloft
- Department of Clinical Pharmacy and Biochemistry; Institute of Pharmacy; Freie Universitaet Berlin; Berlin Germany
| | - Markus Joerger
- Department of Medical Oncology and Hematology; Cantonal Hospital St. Gallen; St. Gallen Switzerland
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48
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Berger B, Donzelli M, Maseneni S, Boess F, Roth A, Krähenbühl S, Haschke M. Comparison of Liver Cell Models Using the Basel Phenotyping Cocktail. Front Pharmacol 2016; 7:443. [PMID: 27917125 PMCID: PMC5116554 DOI: 10.3389/fphar.2016.00443] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2016] [Accepted: 11/04/2016] [Indexed: 12/12/2022] Open
Abstract
Currently used hepatocyte cell systems for in vitro assessment of drug metabolism include hepatoma cell lines and primary human hepatocyte (PHH) cultures. We investigated the suitability of the validated in vivo Basel phenotyping cocktail (caffeine [CYP1A2], efavirenz [CYP2B6], losartan [CYP2C9], omeprazole [CYP2C19], metoprolol [CYP2D6], midazolam [CYP3A4]) in vitro and characterized four hepatocyte cell systems (HepG2 cells, HepaRG cells, and primary cryopreserved human hepatocytes in 2-dimensional [2D] culture or in 3D-spheroid co-culture) regarding basal metabolism and CYP inducibility. Under non-induced conditions, all CYP activities could be determined in 3D-PHH, CYP2B6, CYP2C19, CYP2D6, and CYP3A4 in 2D-PHH and HepaRG, and CYP2C19 and CYP3A4 in HepG2 cells. The highest non-induced CYP activities were observed in 3D-PHH and HepaRG cells. mRNA expression was at least four-fold higher for all CYPs in 3D-PHH compared to the other cell systems. After treatment with 20 μM rifampicin, mRNA increased 3- to 50-fold for all CYPs except CYP1A2 and 2D6 for HepaRG and 3D-PHH, 4-fold (CYP2B6) and 17-fold (CYP3A4) for 2D-PHH and four-fold (CYP3A4) for HepG2. In 3D-PHH at least a two-fold increase in CYP activity was observed for all inducible CYP isoforms while CYP1A2 and CYP2C9 activity did not increase in 2D-PHH and HepaRG. CYP inducibility assessed in vivo using the same phenotyping probes was also best reflected by the 3D-PHH model. Our studies show that 3D-PHH and (with some limitations) HepaRG are suitable cell systems for assessing drug metabolism and CYP induction in vitro. HepG2 cells are less suited to assess CYP induction of the 2C and 3A family. The Basel phenotyping cocktail is suitable for the assessment of CYP activity and induction also in vitro.
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Affiliation(s)
- Benjamin Berger
- Division of Clinical Pharmacology and Toxicology, University Hospital BaselBasel, Switzerland; Department of Biomedicine, University of BaselBasel, Switzerland
| | - Massimiliano Donzelli
- Division of Clinical Pharmacology and Toxicology, University Hospital BaselBasel, Switzerland; Department of Biomedicine, University of BaselBasel, Switzerland
| | - Swarna Maseneni
- Division of Clinical Pharmacology and Toxicology, University Hospital BaselBasel, Switzerland; Department of Biomedicine, University of BaselBasel, Switzerland
| | - Franziska Boess
- Roche Innovation Center Basel, Pharmaceutical Sciences, Hoffmann-La Roche Ltd. Basel, Switzerland
| | - Adrian Roth
- Roche Innovation Center Basel, Pharmaceutical Sciences, Hoffmann-La Roche Ltd. Basel, Switzerland
| | - Stephan Krähenbühl
- Division of Clinical Pharmacology and Toxicology, University Hospital BaselBasel, Switzerland; Department of Biomedicine, University of BaselBasel, Switzerland; Swiss Center for Applied Human ToxicologyBasel, Switzerland
| | - Manuel Haschke
- Division of Clinical Pharmacology and Toxicology, University Hospital BaselBasel, Switzerland; Department of Biomedicine, University of BaselBasel, Switzerland
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Derungs A, Donzelli M, Berger B, Noppen C, Krähenbühl S, Haschke M. Effects of Cytochrome P450 Inhibition and Induction on the Phenotyping Metrics of the Basel Cocktail: A Randomized Crossover Study. Clin Pharmacokinet 2016; 55:79-91. [PMID: 26123704 PMCID: PMC4712254 DOI: 10.1007/s40262-015-0294-y] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Background and Objective Activity of human cytochrome P450 enzymes (CYPs) shows high inter-and intra-individual variability, which is determined by genetic and non-genetic factors. Using a combination of CYP-specific probe drugs, phenotyping cocktails allow simultaneous assessment of the activity of different CYP isoforms. The objective of this study was to characterize the phenotyping metrics of the Basel cocktail in healthy male subjects with induced and inhibited CYP activity. Methods In a randomized crossover study, the probe drugs for simultaneous phenotyping of CYP1A2 (caffeine), CYP2B6 (efavirenz), CYP2C9 (losartan), 2C19 (omeprazole), CYP2D6 (metoprolol), and CYP3A4 (midazolam) were administered to 16 subjects without pretreatment (baseline), after pretreatment with a combination of CYP inhibitors (ciprofloxacin, ketoconazole, and paroxetine), and after CYP induction with rifampicin. All subjects were genotyped. Pharmacokinetic profiles of the probe drugs and their main metabolites and metabolic ratios 2, 4, 6, and 8 h after probe drug application were determined in plasma and compared with the corresponding area under the plasma concentration-time curve (AUC) ratios. Results The Basel phenotyping cocktail was well tolerated by all subjects independent of pretreatment. Good correlations of metabolic ratios with AUC ratios of the corresponding probe drugs and their metabolites for all three conditions (baseline, CYP inhibition, and CYP induction) were found at 2 h after probe drug administration for CYP3A4, at 4 h for CYP1A2 and CYP2C19, and at 6 h for CYP2B6 and CYP2D6. While CYP inhibition significantly changed AUC ratios and metabolic ratios at these time points for all six CYP isoforms, CYP induction did not significantly change AUC ratios for CYP2C9. For CYP3A4, total 1′-hydroxymidazolam concentrations after pretreatment of samples with β-glucuronidase were needed to obtain adequate reflection of CYP induction by the metabolic ratio. Conclusions Inhibition of CYP activity can be detected with the Basel phenotyping cocktail for all six tested CYP isoforms at the proposed time points. The AUC ratio of losartan:losartan carboxylic acid in plasma does not seem suitable to detect induction of CYP2C9. The observed metabolic ratios for inhibited and induced CYP activity need to be confirmed for extensive metabolizers, and typical ratios for subjects with genetically altered CYP activity will need to be established in subsequent studies. ClinicalTrials.gov-ID: NCT01386593. Electronic supplementary material The online version of this article (doi:10.1007/s40262-015-0294-y) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Adrian Derungs
- Division of Clinical Pharmacology and Toxicology, Inselspital Bern, Bern, Switzerland
| | - Massimiliano Donzelli
- Division of Clinical Pharmacology and Toxicology, Departments of Biomedicine and Clinical Research, University Hospital Basel, Hebelstrasse 2, 4031, Basel, Switzerland
| | - Benjamin Berger
- Division of Clinical Pharmacology and Toxicology, Departments of Biomedicine and Clinical Research, University Hospital Basel, Hebelstrasse 2, 4031, Basel, Switzerland
| | | | - Stephan Krähenbühl
- Division of Clinical Pharmacology and Toxicology, Departments of Biomedicine and Clinical Research, University Hospital Basel, Hebelstrasse 2, 4031, Basel, Switzerland
| | - Manuel Haschke
- Division of Clinical Pharmacology and Toxicology, Departments of Biomedicine and Clinical Research, University Hospital Basel, Hebelstrasse 2, 4031, Basel, Switzerland.
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50
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Puris E, Pasanen M, Gynther M, Häkkinen MR, Pihlajamäki J, Keränen T, Honkakoski P, Raunio H, Petsalo A. A liquid chromatography-tandem mass spectrometry analysis of nine cytochrome P450 probe drugs and their corresponding metabolites in human serum and urine. Anal Bioanal Chem 2016; 409:251-268. [PMID: 27734142 DOI: 10.1007/s00216-016-9994-x] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2016] [Revised: 09/12/2016] [Accepted: 09/29/2016] [Indexed: 12/31/2022]
Abstract
Cocktail phenotyping using specific probe drugs for cytochrome P450 (CYP) enzymes provides information on the real-time activity of multiple CYPs. We investigated different sample preparation techniques and validated a liquid chromatography-tandem mass spectrometry (LC-MS/MS) method with simple protein precipitation for the analysis of nine CYP probe drugs and their metabolites in human serum and urine. Specific CYP probe drugs (melatonin, CYP1A2; nicotine, CYP2A6; bupropion, CYP2B6; repaglinide, CYP2C8; losartan, CYP2C9; omeprazole, CYP2C19 and CYP3A4; dextromethorphan, CYP2D6; chlorzoxazone, CYP2E; midazolam, CYP3A4) and their main metabolites, with the exception of 3'-hydroxyrepaglinide, were quantified in human serum and urine using the developed LC-MS/MS method. The analytical method was fully validated showing high selectivity, linearity, acceptable accuracy (85-115 %) and precision (2-19 %) and applied to a pharmacokinetic study in four healthy volunteers after oral administration of drugs given as a cocktail. All probe drugs and their metabolites (totally 19 analytes) were detected and quantified from human serum and urine over the time range of 1 to 6 h after oral administration. Therefore, the proposed method is applicable for drug interaction and CYP phenotyping studies utilizing a cocktail approach. Graphical Abstract Workflow overwiew of cocktail CYP-phenotyping study.
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Affiliation(s)
- Elena Puris
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, P.O. Box 1627, 70211, Kuopio, Finland.
| | - Markku Pasanen
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, P.O. Box 1627, 70211, Kuopio, Finland
| | - Mikko Gynther
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, P.O. Box 1627, 70211, Kuopio, Finland
| | - Merja R Häkkinen
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, P.O. Box 1627, 70211, Kuopio, Finland
| | - Jussi Pihlajamäki
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, P.O. Box 1627, 70211, Kuopio, Finland.,Department of Clinical Nutrition and Obesity Center, Kuopio University Hospital, P.O. Box 1627, 70211, Kuopio, Finland
| | - Tapani Keränen
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, P.O. Box 1627, 70211, Kuopio, Finland.,National Institute for Health and Welfare, P.O. Box 30, 00271, Helsinki, Finland
| | - Paavo Honkakoski
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, P.O. Box 1627, 70211, Kuopio, Finland
| | - Hannu Raunio
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, P.O. Box 1627, 70211, Kuopio, Finland
| | - Aleksanteri Petsalo
- School of Pharmacy, Faculty of Health Sciences, University of Eastern Finland, P.O. Box 1627, 70211, Kuopio, Finland
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