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Fuhr LM, Marok FZ, Mees M, Mahfoud F, Selzer D, Lehr T. A Physiologically Based Pharmacokinetic and Pharmacodynamic Model of the CYP3A4 Substrate Felodipine for Drug-Drug Interaction Modeling. Pharmaceutics 2022; 14:1474. [PMID: 35890369 DOI: 10.3390/pharmaceutics14071474] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Revised: 07/12/2022] [Accepted: 07/13/2022] [Indexed: 12/10/2022] Open
Abstract
The antihypertensive felodipine is a calcium channel blocker of the dihydropyridine type, and its pharmacodynamic effect directly correlates with its plasma concentration. As a sensitive substrate of cytochrome P450 (CYP) 3A4 with high first-pass metabolism, felodipine shows low oral bioavailability and is susceptible to drug–drug interactions (DDIs) with CYP3A4 perpetrators. This study aimed to develop a physiologically based pharmacokinetic/pharmacodynamic (PBPK/PD) parent–metabolite model of felodipine and its metabolite dehydrofelodipine for DDI predictions. The model was developed in PK-Sim® and MoBi® using 49 clinical studies (94 plasma concentration–time profiles in total) that investigated different doses (1–40 mg) of the intravenous and oral administration of felodipine. The final model describes the metabolism of felodipine to dehydrofelodipine by CYP3A4, sufficiently capturing the first-pass metabolism and the subsequent metabolism of dehydrofelodipine by CYP3A4. Diastolic blood pressure and heart rate PD models were included, using an Emax function to describe the felodipine concentration–effect relationship. The model was tested in DDI predictions with itraconazole, erythromycin, carbamazepine, and phenytoin as CYP3A4 perpetrators, with all predicted DDI AUClast and Cmax ratios within two-fold of the observed values. The model will be freely available in the Open Systems Pharmacology model repository and can be applied in DDI predictions as a CYP3A4 victim drug.
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Abstract
Enzyme catalysis is a very active research area in organic chemistry, because biocatalysts are compatible with and can be adjusted to many reaction conditions, as well as substrates. Their integration in multicomponent reactions (MCRs) allows for simple protocols to be implemented in the diversity-oriented synthesis of complex molecules in chemo-, regio-, stereoselective or even specific modes without the need for the protection/deprotection of functional groups. The application of bio-catalysis in MCRs is therefore a welcome and logical development and is emerging as a unique tool in drug development and discovery, as well as in combinatorial chemistry and related areas of research.
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Affiliation(s)
| | - Wayiza Masamba
- Department of Chemical and Physical Sciences, Faculty of Natural Sciences, Walter Sisulu University, Nelson Mandela Drive, Mthatha 5117, South Africa;
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Mathur A, Tweedie DJ, Maw HHH, Li Y. Unexpected interaction between CYP3A4 and BI 11634: is BI 11634 interacting with CYP3A4 similar to nifedipine? Drug Metabol Drug Interact 2013; 28:239-46. [PMID: 24166670 DOI: 10.1515/dmdi-2013-0044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/22/2013] [Accepted: 10/01/2013] [Indexed: 11/15/2022]
Abstract
BACKGROUND Interactions between cytochrome P450 3A4 (CYP3A4) and its substrates are complex with multiple binding sites within the active site. BI 11634 is a factor Xa inhibitor in drug development and its interaction with CYP3A4 was evaluated. METHODS Reaction phenotyping studies were conducted to determine human isoform(s) of cytochrome P450 responsible for BI 11634 metabolism using recombinant CYPs and specific chemical inhibitors. Metabolite identification and quantitation were performed for incubations of [14C]BI 11634 with human liver microsomes (HLMs) or recombinant CYP3A4 (rCYP3A4) using a high-performance liquid chromatography-mass spectrometry-radiomatic detector. Inhibition of the CYP3A4-mediated metabolism of BI 11634 by quinidine was further evaluated. RESULTS From the reaction phenotyping studies, it was shown that the metabolism of BI 11634 in HLM was inhibited by ketoconazole and quinidine, well-accepted specific inhibitors of CYP3A4 and CYP2D6, respectively. In contrast, BI 11634 metabolism was exclusively mediated by rCYP3A4. Additional studies confirmed that BI 11634 was metabolized by CYP3A4 to form one major metabolite and this reaction was inhibited by quinidine with a Ki of 7 µM. CONCLUSIONS These data indicated that BI 11634 may interact with CYP3A4 similar to nifedipine. CYP3A4 substrates have been categorized into three subgroups, including a stand-alone subgroup for dihydropyridine calcium channel blockers such as nifedipine and felodipine. In addition, this study emphasizes the importance of using rCYP in conjunction with approaches relying on inhibition when conducting CYP450 reaction phenotyping studies, as one single method may generate misleading results. The specificity of quinidine as a CYP2D6 inhibitor is questionable as it can also significantly inhibit CYP3A4-mediated metabolism of some compounds.
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Yoon YJ, Kim KB, Kim H, Seo KA, Kim HS, Cha IJ, Kim EY, Liu KH, Shin JG. Characterization of benidipine and its enantiomers' metabolism by human liver cytochrome P450 enzymes. Drug Metab Dispos 2007; 35:1518-24. [PMID: 17537876 DOI: 10.1124/dmd.106.013607] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Benidipine is a dihydropyridine calcium antagonist that has been used clinically as an antihypertensive and antianginal agent. It is used clinically as a racemate, containing the (-)-alpha and (+)-alpha isomers of benidipine. This study was performed to elucidate the metabolism of benidipine and its enantiomers in human liver microsomes (HLMs) and to characterize the cytochrome P450 (P450) enzymes that are involved in the metabolism of benidipine. Human liver microsomal incubation of benidipine in the presence of NADPH resulted in the formation of two metabolites, N-desbenzylbenidipine and dehydrobenidipine. The intrinsic clearance (CL(int)) of the formation of N-desbenzylbenidipine and dehydrobenidipine metabolites from (-)-alpha isomer was similar to those from the (+)-alpha isomer (1.9 +/- 0.1 versus 2.3 +/- 2.3 microl/min/pmol P450 and 0.5 +/- 0.2 versus 0.6 +/- 0.6 microl/min/pmol P450, respectively). Correlation analysis between the known P450 enzyme activities and the rate of the formation of benidipine metabolites in the 15 HLMs showed that benidipine metabolism is correlated with CYP3A activity. The P450 isoform-selective inhibition study in liver microsomes and the incubation study of cDNA-expressed enzymes also showed that theN-debenzylation and dehydrogenation of benidipine are mainly mediated by CYP3A4 and CYP3A5. The total CL(int) values of CYP3A4-mediated metabolite formation from (-)-alpha isomer were similar to those from (+)-alpha isomer (17.7 versus 14.4 microl/min/pmol P450, respectively). The total CL(int) values of CYP3A5-mediated metabolite formation from (-)-alpha isomer were also similar to those from (+)-alpha isomer (8.3 versus 11.0 microl/min/pmol P450, respectively). These findings suggest that CYP3A4 and CYP3A5 isoforms are major enzymes contributing to the disposition of benidipine, but stereoselective disposition of benidipine in vivo may be influenced not by stereoselective metabolism but by other factors.
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Affiliation(s)
- Yune-Jung Yoon
- Department of Pharmacology and PharmacoGenomics Research Center, Inje University College of Medicine, 633-165, Gaegum-Dong, Busanjin-Gu, Busan 614-735, South Korea
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5
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Galetin A, Clarke SE, Houston JB. Multisite kinetic analysis of interactions between prototypical CYP3A4 subgroup substrates: midazolam, testosterone, and nifedipine. Drug Metab Dispos 2003; 31:1108-16. [PMID: 12920166 DOI: 10.1124/dmd.31.9.1108] [Citation(s) in RCA: 120] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
The potential of substrates and modifiers of CYP3A4 to show differential effects, attributed to the existence of multiple binding sites, confounds the straightforward prediction of in vivo drug-drug interactions from in vitro data. A set of in vitro interaction studies was performed in human lymphoblast-expressed CYP3A4 involving representatives of two CYP3A4 subclasses, midazolam (MDZ) and testosterone (TST); a distinct subgroup, nifedipine (NIF); and its structural analog, felodipine (FEL). Mechanistic insight into the interaction of each pair of substrates was provided by employing a range of multisite kinetic models; most were subtypes of a generic two-site model, but a three-site model was required for TST interactions. The complexity of the inhibition profiles and the selection of the kinetic model with appropriate interaction factors were dependent upon the kinetics of substrates involved (hyperbolic, substrate inhibition, or sigmoidal for MDZ/FEL, NIF, and TST, respectively). In no case was a simple reciprocity seen between pairs of substrates. The interaction profiles observed between TST, MDZ, NIF, and FEL involved several atypical inhibition features (partial, cooperative, concentration-dependent loss of characteristic homotropic behavior) and pathway-differential effects reflecting an 80-fold difference in Ki values and a delta factor (defining the alteration in the binding affinity in the presence of a modifier) ranging from 0.04 to 2.3. The conclusions from the multisite kinetic analysis performed support the hypothesis of distinct binding domains for each substrate subgroup. Furthermore, the analysis of intersubstrate interactions strongly indicates the existence of a mutual binding domain common to each of the three CYP3A4 substrate subclasses.
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Affiliation(s)
- Aleksandra Galetin
- School of Pharmacy and Pharmaceutical Sciences, University of Manchester, Manchester, UK.
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Abstract
CYP3A4 constitutes the major liver cytochrome P450 isoenzyme and is responsible for the oxidation of more than 50% of all known drugs. Human variability in kinetics for this pathway has been quantified using a database of 15 compounds metabolised extensively (>60%) by this CYP isoform in order to develop CYP3A4-related uncertainty factors for the risk assessment of environmental contaminants handled via this route. Data were analysed from published pharmacokinetic studies (after oral and intravenous dosing) in healthy adults and other subgroups using parameters relating primarily to chronic exposure [metabolic and total clearances, area under the plasma concentration-time curve (AUC)] and acute exposure (Cmax). Interindividual variability in kinetics was greater for the oral route (46%, 12 compounds) than for the intravenous route (32%, 14 compounds). The physiological and molecular basis for the difference between these two routes of exposure is discussed. In relation to the uncertainty factors used for risk assessment, the default kinetic factor of 3.16 would be adequate for adults, whereas a CYP3A4-related factor of 12 would be required to cover up to 99% of neonates, which have lower CYP3A4 activity.
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Affiliation(s)
- J L C M Dorne
- Clinical Pharmacology Group, University of Southampton, Biomedical Sciences Building, Bassett Crescent East, Southampton SO16 7PX, UK
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Abstract
All dihydropyridines, except nifedipine, have at least one chiral center, and their pharmacokinetics and clinical effects differ from one enantiomer to another. Chiral separation methods for dihydropyridines using chromatographic techniques are discussed. The stereoselective pharmacokinetics of dihydropyridine calcium antagonists were reviewed in detail in 1995. The present review article updates the methods for the stereoselective determination of dihydropyridines using chromatographic techniques and summarizes the pharmacokinetics of the dihydropyridines, including the newest drugs under development.
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Affiliation(s)
- Nobuo Inotsume
- Department of Pharmacology and Therapeutics, Hokkaido College of Pharmacy, 7-1 Katsuraoka-cho, Otaru 047-0264, Japan
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Abstract
The selection of appropriate substrates for investigating the potential inhibition of CYP3A4 is critical as the magnitude of effect is often substrate-dependent, and a weak correlation is often observed among different CYP3A4 substrates. This feature has been attributed to the existence of multiple binding sites and, therefore, relatively complex in vitro data modeling is required to avoid erroneous evaluation and to allow prediction of drug-drug interactions. This study, performed in lymphoblast-expressed CYP3A4 with oxidoreductase, provides a systematic comparison of the effects of quinidine (QUI) and haloperidol (HAL) as modifiers of CYP3A4 activity using a selection of CYP3A4 substrates: testosterone (TST), midazolam (MDZ), nifedipine (NIF), felodipine (FEL), and simvastatin (SV). The effect of QUI and HAL on CYP3A4-mediated pathways was substrate-dependent, ranging from potent inhibition of NIF (K(i) = 0.25 and 5.3 micro M for HAL and QUI, respectively), weak inhibition (TST), minimal effect (HAL on MDZ/SV) to QUI activation of FEL and SV metabolism. Inhibition of TST metabolite formation occurred but its autoactivation properties were maintained, indicating binding of a QUI/HAL molecule to a distinct effector site. Various multisite kinetic models have been applied to elucidate the mechanism of the drug-drug interactions observed. Kinetic models with two substrate-binding sites have been found to be appropriate to a number of interactions, provided the substrates show hyperbolic (MDZ, FEL, and SV) or substrate inhibition kinetic properties (NIF). In contrast, a three-site model approach is required for TST, a substrate showing positive cooperativity in its binding to CYP3A4.
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Affiliation(s)
- Aleksandra Galetin
- School of Pharmacy and Pharmaceutical Sciences, University of Manchester, Manchester, United Kingdom
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Ericsson H, Schwieler J, Lindmark BO, Löfdahl P, Thulin T, Regårdh CG. Enantioselective pharmacokinetics of the enantiomers of clevidipine following intravenous infusion of the racemate in essential hypertensive patients. Chirality 2001; 13:130-4. [PMID: 11270321 DOI: 10.1002/1520-636x(2001)13:3<130::aid-chir1009>3.0.co;2-2] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The aim of the study was to characterize the individual pharmacokinetics of (-)-R- and (+)-S-clevidipine following intravenous constant rate infusion of rac-clevidipine to essential hypertensive patients. Twenty patients received three out of five randomized treatments with clevidipine. The pharmacokinetics of the separate enantiomers were evaluated by compartmental analysis of blood concentrations vs. time curves using the population approach. The derived pharmacokinetic parameters were used to simulate the time for 50 and 90% postinfusion decline following various infusion times of rac-clevidipine. A two-compartment model was used to describe the dispositions of the enantiomers; there were only minor differences between the estimated pharmacokinetic parameters of the separate enantiomers. The mean blood clearance values of (-)-R- and (+)-S-clevidipine were 0.103 and 0.096 l/min/kg, and the corresponding volumes of distribution at steady state were 0.39 and 0.54 l/kg, respectively. The context-sensitive half-time was approximately 2 min regardless of stereochemical configuration, and a 90% decline in concentration was achieved approximately 8 min postinfusion for (-)-R-clevidipine and 11 min for (+)-S-clevidipine, following clinically relevant infusion times with clevidipine. In conclusion, both enantiomers are high-clearance compounds with similar blood clearance values. The volume of distribution for the enantiomers is slightly different, presumably due to differences in the protein binding. From a pharmacokinetic point of view, the use of a single enantiomer as an alternative to the racemic clevidipine will not offer any clinical advantages.
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Affiliation(s)
- H Ericsson
- AstraZeneca, R&D Mölndal, Mölndal, Sweden.
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Abstract
A new TLC-based method was proposed for the separation of enantiomers and mixtures of racemic DHP derivatives differing in the kind of substituent in the phenyl ring. The conditions for the effective determination of the substances involved and the mechanism of their sorption were also studied. For the separation of felodipine, nilvadipine, and isradipine enantiomers, thin-layer chromatography was used, with a chiral stationary phase of the ligand exchange type, and developing phases of a different concentration of methanol (phi) as an organic modifier. The retention coefficient values k' were used to make the plots log k' = f(log phi) and log k' = f(phi). The processes taking place in the chromatographic systems were shown to be described by the Snyder-Soczewiński equation.
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Affiliation(s)
- J Mielcarek
- Department of Inorganic and Analytical Chemistry, K. Marcinkowski University of Medical Sciences, Poznań, Poland
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Streetman DS, Bertino JS, Nafziger AN. Phenotyping of drug-metabolizing enzymes in adults: a review of in-vivo cytochrome P450 phenotyping probes. Pharmacogenetics 2000; 10:187-216. [PMID: 10803676 DOI: 10.1097/00008571-200004000-00001] [Citation(s) in RCA: 296] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Cytochrome P450 phenotyping provides valuable information about real-time activity of these important drug-metabolizing enzymes through the use of specific probe drugs. Despite more than 20 years of research, few conclusions regarding optimal phenotyping methods have been reached. Caffeine offers many advantages for CYP1A2 phenotyping, but the widely used caffeine urinary metabolic ratios may not be the optimal method of measuring CYP1A2 activity. Several probes of CYP2C9 activity have been suggested, but little information exists regarding their use, largely due to the narrow therapeutic index of most CYP2C9 probes. Mephenytoin has long been considered the standard CYP2C19 phenotyping probe, but problems such as sample stability and adverse effects have prompted the investigation of potential alternatives, such as omeprazole. Several well-validated CYP2D6 probes are available, including dextromethorphan, debrisoquin and sparteine, but, in most cases, dextromethorphan may be preferred due to its wide safety margin and availability. Chlorzoxazone remains the only CYP2E1 probe that has received much study. However, questions concerning phenotyping method and involvement of other enzymes have impaired its acceptance as a suitable CYP2E1 phenotyping probe. CYP3A phenotyping has been the subject of numerous investigations, reviews and commentaries. Nevertheless, much controversy regarding the selection of an ideal CYP3A probe remains. Of all the proposed methods, midazolam plasma clearance and the erythromycin breath test have been the most rigorously studied and appear to be the most reliable of the available methods. Despite the limitations of many currently available probes, with continued research, phenotyping will become an even more valuable research and clinical resource.
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Affiliation(s)
- D S Streetman
- Clinical Pharmacology Research Center, Bassett Healthcare, Cooperstown, New York, USA.
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Abstract
AIMS Many substrates of cytochrome P450 (CYP) 3A4 are used for in vitro investigations of drug metabolism and potential drug-drug interactions. The aim of the present study was to determine the relationship between 10 commonly used CYP3A4 probes using modifiers with a range of inhibitory potency. METHODS The effects of 34 compounds on CYP3A4-mediated metabolism were investigated in a recombinant CYP3A4 expression system. Inhibition of erythromycin, dextromethorphan and diazepam N-demethylation, testosterone 6beta-hydroxylation, midazolam 1-hydroxylation, triazolam 4-hydroxylation, nifedipine oxidation, cyclosporin oxidation, terfenadine C-hydroxylation and N-dealkylation and benzyloxyresorufin O-dealkylation was evaluated at the apparent Km or S50 (for substrates showing sigmoidicity) value for each substrate and at an inhibitor concentration of 30 microM. RESULTS While all CYP3A4 probe substrates demonstrate some degree of similarity, examination of the coefficients of determination, together with difference and cluster analysis highlighted that seven substrates can be categorized into two distinct substrate groups. Erythromycin, cyclosporin and testosterone form the most closely related group and dextromethorphan, diazepam, midazolam and triazolam form a second group. Terfenadine can be equally well placed in either group, while nifedipine shows a distinctly different relationship. Benzyloxyresorufin shows the weakest correlation with all the other CYP3A4 probes. Modifiers that caused negligible inhibition or potent inhibition are generally comparable in all assays, however, the greatest variability is apparent with compounds causing, on average, intermediate inhibition. Modifiers of this type may cause substantial inhibition, no effect or even activation depending on the substrate employed. CONCLUSIONS It is recommended that multiple CYP3A4 probes, representing each substrate group, are used for the in vitro assessment of CYP3A4-mediated drug interactions.
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Affiliation(s)
- K E Kenworthy
- School of Pharmacy and Pharmaceutical Sciences, University of Manchester, UK
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Kobayashi H, Kobayashi S. Absorption, distribution, metabolism and excretion of 14C-labelled enantiomers of the calcium channel blocker benidipine after oral administration to rat. Xenobiotica 1998; 28:179-97. [PMID: 9522442 DOI: 10.1080/004982598239678] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
1. Each of the 14C-labelled optical isomers of benidipine, a new calcium antagonist, was separately administered orally to the male rat at a dose of 0.5 or 1 mg/kg. The absorption, distribution, metabolism and excretion of the 14C-labelled optical isomers were investigated. 2. Plasma concentrations of radioactivity after administration of the (-)-alpha isomer were higher than those after administration of the (+)-alpha isomer. 3. The highest radioactivity was found in liver and high levels of radioactivity were found in the kidney, adrenal gland and lung after administration of the (+)- or (-)-alpha isomers of benidipine. Up to 72 h, the tissue concentration of radioactivity fell from 1.4 to 9.2% of the highest level in each tissue for the (+)-alpha isomer and from 1.8 to 13.0% for the (-)-alpha isomer. 4. The ratios of the area under the time-curve of each tissue concentration to that of the corresponding plasma concentration were almost equal after the separate administrations of both isomers. 5. The dominant urinary and biliary metabolic pathways of the (+)-isomer were the hydrolysis of 1-benzyl 3-piperidylester followed by the oxidation of the dihydropyridine ring and N-dealkylation followed by hydrolysis of the methylester. Those of the (-)-isomer were the hydrolysis of 1-benzyl 3-piperidylester followed by the oxidation of dihydropyridine ring and of the oxidation methyl group, N-dealkylation followed by hydrolysis of the methylester, decarboxylation and glucuronidation of the piperidyl moiety after the oxidation of the dihydropyridine ring. 6. The cumulative excretion of radioactivity in urine and faeces up to 72 h after administration of the (+)-alpha isomer was 8.8 and 90.7% of the dose respectively. The corresponding values of the (-)-alpha isomer were 19.7 and 72.9% of the dose respectively. 7. The excretion of radioactivity in bile up to 48 h after administration of the (+)- and (-)-alpha isomer was 42.1 and 46.7% of the dose respectively.
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Affiliation(s)
- H Kobayashi
- Analytical and Pharmacokinetic Department, Kyowa Hakko Kogyo Co., Ltd, Shizuoka, Japan
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15
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Abstract
Many dihydropyridine calcium antagonists are widely used for the treatment of angina and hypertension, and many more are under development. Most of these drugs have one or more chiral centre, and the pharmacological activity between the enantiomers for these drugs is known to be markedly different. First, the stereospecific assay methods for these drugs in plasma or serum are reviewed with emphasis on chiral stationary phase high-performance liquid chromatography for their determination. Next, the stereoselective pharmacokinetics of these drugs (nilvadipine, nitrendipine, felodipine, nimodipine, manidipine, benidipine and nisoldipine) in animals, healthy subjects and patients with hepatic disease is reviewed. Enantiomer-enantiomer interaction, enantiomeric inversion and the stereochemical aspects of pharmacokinetic drug interactions in these drugs are also described.
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Affiliation(s)
- Y Tokuma
- Pharmaceutical and Pharmacokinetic Research Laboratories, Fujisawa Pharmaceutical Co. Ltd., Osaka, Japan
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