1
|
Nair PC, Burns K, Chau N, McKinnon RA, Miners JO. The molecular basis of dapsone activation of CYP2C9-catalyzed nonsteroidal anti-inflammatory drug oxidation. J Biol Chem 2023; 299:105368. [PMID: 37866634 PMCID: PMC10696402 DOI: 10.1016/j.jbc.2023.105368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 09/22/2023] [Accepted: 10/12/2023] [Indexed: 10/24/2023] Open
Abstract
Positive heterotropic cooperativity, or "activation," results in an instantaneous increase in enzyme activity in the absence of an increase in protein expression. Thus, cytochrome P450 (CYP) enzyme activation presents as a potential drug-drug interaction mechanism. It has been demonstrated previously that dapsone activates the CYP2C9-catalyzed oxidation of a number of nonsteroidal anti-inflammatory drugs in vitro. Here, we conducted molecular dynamics simulations (MDS) together with enzyme kinetic investigations and site-directed mutagenesis to elucidate the molecular basis of the activation of CYP2C9-catalyzed S-flurbiprofen 4'-hydroxylation and S-naproxen O-demethylation by dapsone. Supplementation of incubations of recombinant CYP2C9 with dapsone increased the catalytic efficiency of flurbiprofen and naproxen oxidation by 2.3- and 16.5-fold, respectively. MDS demonstrated that activation arises predominantly from aromatic interactions between the substrate, dapsone, and the phenyl rings of Phe114 and Phe476 within a common binding domain of the CYP2C9 active site, rather than involvement of a distinct effector site. Mutagenesis of Phe114 and Phe476 abrogated flurbiprofen and naproxen oxidation, and MDS and kinetic studies with the CYP2C9 mutants further identified a pivotal role of Phe476 in dapsone activation. MDS additionally showed that aromatic stacking interactions between two molecules of naproxen are necessary for binding in a catalytically favorable orientation. In contrast to flurbiprofen and naproxen, dapsone did not activate the 4'-hydroxylation of diclofenac, suggesting that the CYP2C9 active site favors cooperative binding of nonsteroidal anti-inflammatory drugs with a planar or near-planar geometry. More generally, the work confirms the utility of MDS for investigating ligand binding in CYP enzymes.
Collapse
Affiliation(s)
- Pramod C Nair
- Department of Clinical Pharmacology, Flinders University College of Medicine and Public Health, Flinders Medical Centre, Bedford Park, South Australia, Australia; FHMRI Cancer Program, Flinders Health and Medical Research Institute, Flinders University College of Medicine and Public Health, Flinders Medical Centre, Bedford Park, South Australia, Australia.
| | - Kushari Burns
- Department of Clinical Pharmacology, Flinders University College of Medicine and Public Health, Flinders Medical Centre, Bedford Park, South Australia, Australia
| | - Nuy Chau
- Department of Clinical Pharmacology, Flinders University College of Medicine and Public Health, Flinders Medical Centre, Bedford Park, South Australia, Australia
| | - Ross A McKinnon
- FHMRI Cancer Program, Flinders Health and Medical Research Institute, Flinders University College of Medicine and Public Health, Flinders Medical Centre, Bedford Park, South Australia, Australia
| | - John O Miners
- Department of Clinical Pharmacology, Flinders University College of Medicine and Public Health, Flinders Medical Centre, Bedford Park, South Australia, Australia; FHMRI Cancer Program, Flinders Health and Medical Research Institute, Flinders University College of Medicine and Public Health, Flinders Medical Centre, Bedford Park, South Australia, Australia
| |
Collapse
|
2
|
Construction of a fused grid-based template system of CYP2C9 and its application. Drug Metab Pharmacokinet 2022; 45:100451. [DOI: 10.1016/j.dmpk.2022.100451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 01/24/2022] [Accepted: 02/01/2022] [Indexed: 11/24/2022]
|
3
|
Descriptors of Cytochrome Inhibitors and Useful Machine Learning Based Methods for the Design of Safer Drugs. Pharmaceuticals (Basel) 2021; 14:ph14050472. [PMID: 34067565 PMCID: PMC8156202 DOI: 10.3390/ph14050472] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2021] [Revised: 05/07/2021] [Accepted: 05/13/2021] [Indexed: 11/16/2022] Open
Abstract
Roughly 2.8% of annual hospitalizations are a result of adverse drug interactions in the United States, representing more than 245,000 hospitalizations. Drug-drug interactions commonly arise from major cytochrome P450 (CYP) inhibition. Various approaches are routinely employed in order to reduce the incidence of adverse interactions, such as altering drug dosing schemes and/or minimizing the number of drugs prescribed; however, often, a reduction in the number of medications cannot be achieved without impacting therapeutic outcomes. Nearly 80% of drugs fail in development due to pharmacokinetic issues, outlining the importance of examining cytochrome interactions during preclinical drug design. In this review, we examined the physiochemical and structural properties of small molecule inhibitors of CYPs 3A4, 2D6, 2C19, 2C9, and 1A2. Although CYP inhibitors tend to have distinct physiochemical properties and structural features, these descriptors alone are insufficient to predict major cytochrome inhibition probability and affinity. Machine learning based in silico approaches may be employed as a more robust and accurate way of predicting CYP inhibition. These various approaches are highlighted in the review.
Collapse
|
4
|
Cohen F. Open-Label, Dose-Escalation, Phase 1 Study of Safety and Single and Multiple-Dose Pharmacokinetics of Dichlorphenamide in Healthy Volunteers. Clin Pharmacol Drug Dev 2018; 8:87-94. [PMID: 29762909 PMCID: PMC6585844 DOI: 10.1002/cpdd.464] [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: 10/06/2017] [Accepted: 02/27/2018] [Indexed: 11/22/2022]
Abstract
Single‐and multiple‐dose pharmacokinetics and safety were investigated in this phase 1 study of dichlorphenamide, a carbonic anhydrase inhibitor approved in the United States for treatment of primary periodic paralysis. Dichlorphenamide was administered to 6 cohorts (n = 6 each) of healthy adults. Cohorts A through E received single doses of 25–400 mg followed by 50–800 mg/day in divided doses for 10 total doses. Cohort F (safety analysis only) received up to 28 titrated doses from 100–800 mg/day. Plasma for pharmacokinetics sampling was obtained predose and up to 48 hours postdose. Twenty‐five of 36 enrolled subjects completed. Median time to maximum plasma concentration ranged from 1.5–3 hours, and mean half‐life from 32–68 hours. Mean area under the concentration‐time curve from time 0 to tau (length of the dosing interval estimated using the trapezoidal method) and maximum observed plasma concentration increased dose‐proportionally after multiple doses. The incidence and severity of adverse events (AEs) were dose‐related, with at least one mild AE reported among 17%, 17%, and 67% of patients in cohorts A, B, and C, respectively; and at least one mild‐to‐moderate AE among 100% of subjects in cohorts D, E, and F. One serious AE of rash was reported in cohort F. Eleven subjects discontinued; 10 due to AEs at 400 or 800 mg/day (cohorts E and F), including 100% of cohort F. Hypokalemia contributed to 5 of 6 discontinuations in cohort F (all 800 mg/day).
Collapse
|
5
|
Trubetskoy OV, Gibson JR, Marks BD. Highly Miniaturized Formats for In Vitro Drug Metabolism Assays Using Vivid® Fluorescent Substrates and Recombinant Human Cytochrome P450 Enzymes. ACTA ACUST UNITED AC 2016; 10:56-66. [PMID: 15695344 DOI: 10.1177/1087057104269731] [Citation(s) in RCA: 60] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Highly miniaturized P450 screening assays designed to enable facile analysis of P450 drug interactions in a 1536-well plate format with the principal human cytochrome P450 enzymes (CYP3A4, 2D6, 2C9, 2C19, and 1A2) and Vivid® fluorogenic substrates were developed. The detailed characterization of the assays included stability, homogeneity, and reproducibility of the recombinant P450 enzymes and the kinetic parameters of their reactions with Vivid® fluorogenic substrates, with a focus on the specific characteristics of each component that enable screening in a low-volume 1536-well plate assay format. The screening assays were applied for the assessment of individual cytochrome P450 inhibition profiles with a panel of selected assay modifiers, including isozyme-specific substrates and inhibitors. IC50values obtained for the modifiers in 96- and 1536-well plate formats were similar and comparable with values obtained in assays with conventional substrates. An overall examination of the 1536-well assay statistics, such as signal-to-background ratio and Z′ factor, demonstrated that these assays are a robust, successful, and reliable tool to screen for cytochrome P450 metabolism and inhibition in an ultra-high-throughput screening format. ( Journal of Biomolecular Screening 2005:56-66)
Collapse
|
6
|
Blobaum AL, Byers FW, Bridges TM, Locuson CW, Conn PJ, Lindsley CW, Daniels JS. A Screen of Approved Drugs Identifies the Androgen Receptor Antagonist Flutamide and Its Pharmacologically Active Metabolite 2-Hydroxy-Flutamide as Heterotropic Activators of Cytochrome P450 3A In Vitro and In Vivo. Drug Metab Dispos 2015; 43:1718-26. [PMID: 26265743 DOI: 10.1124/dmd.115.064006] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2015] [Accepted: 08/10/2015] [Indexed: 12/21/2022] Open
Abstract
Once thought to be an artifact of microsomal systems, atypical kinetics with cytochrome P450 (CYP) enzymes have been extensively investigated in vitro and found to be substrate and species dependent. Building upon increasing reports of heterotropic CYP activation and inhibition in clinical settings, we screened a compound library of clinically approved drugs and various probe compounds to identify the frequency of heterotropism observed with different drug classes and the associated CYP enzymes thereof (1A2, 2C9, 2D6, and 3A4/5). Results of this screen revealed that the prescribed androgen receptor antagonist flutamide activated the intrinsic midazolam hydroxylase activity of CYP3A in human hepatic microsomes (66%), rat and human hepatocytes (36 and 160%, respectively), and in vivo in male Sprague-Dawley rats (>2-fold, combined area under the curve of primary rat in vivo midazolam metabolites). In addition, a screen of the pharmacologically active metabolite 2-hydroxy-flutamide revealed that this principle metabolite increased CYP3A metabolism of midazolam in human microsomes (30%) and hepatocytes (110%). Importantly, both flutamide and 2-hydroxy-flutamide demonstrated a pronounced increase in the CYP3A-mediated metabolism of commonly paired medications, nifedipine (antihypertensive) and amiodarone (antiarrhythmic), in multispecies hepatocytes (100% over baseline). These data serve to highlight the importance of an appropriate substrate and in vitro system selection in the pharmacokinetic modeling of atypical enzyme kinetics. In addition, the results of our investigation have illuminated a previously undiscovered class of heterotropic CYP3A activators and have demonstrated the importance of selecting commonly paired therapeutics in the in vitro and in vivo modeling of projected clinical outcomes.
Collapse
Affiliation(s)
- Anna L Blobaum
- Departments of Pharmacology (A.L.B., F.W.B., T.M.B., C.W.L., P.J.C., C.W.L, J.S.D) and Chemistry (C.W.L), Vanderbilt Center for Neuroscience Drug Discovery, Vanderbilt University Medical School, Nashville, Tennessee (C.W.L.)
| | - Frank W Byers
- Departments of Pharmacology (A.L.B., F.W.B., T.M.B., C.W.L., P.J.C., C.W.L, J.S.D) and Chemistry (C.W.L), Vanderbilt Center for Neuroscience Drug Discovery, Vanderbilt University Medical School, Nashville, Tennessee (C.W.L.)
| | - Thomas M Bridges
- Departments of Pharmacology (A.L.B., F.W.B., T.M.B., C.W.L., P.J.C., C.W.L, J.S.D) and Chemistry (C.W.L), Vanderbilt Center for Neuroscience Drug Discovery, Vanderbilt University Medical School, Nashville, Tennessee (C.W.L.)
| | - Charles W Locuson
- Departments of Pharmacology (A.L.B., F.W.B., T.M.B., C.W.L., P.J.C., C.W.L, J.S.D) and Chemistry (C.W.L), Vanderbilt Center for Neuroscience Drug Discovery, Vanderbilt University Medical School, Nashville, Tennessee (C.W.L.)
| | - P Jeffrey Conn
- Departments of Pharmacology (A.L.B., F.W.B., T.M.B., C.W.L., P.J.C., C.W.L, J.S.D) and Chemistry (C.W.L), Vanderbilt Center for Neuroscience Drug Discovery, Vanderbilt University Medical School, Nashville, Tennessee (C.W.L.)
| | - Craig W Lindsley
- Departments of Pharmacology (A.L.B., F.W.B., T.M.B., C.W.L., P.J.C., C.W.L, J.S.D) and Chemistry (C.W.L), Vanderbilt Center for Neuroscience Drug Discovery, Vanderbilt University Medical School, Nashville, Tennessee (C.W.L.)
| | - J Scott Daniels
- Departments of Pharmacology (A.L.B., F.W.B., T.M.B., C.W.L., P.J.C., C.W.L, J.S.D) and Chemistry (C.W.L), Vanderbilt Center for Neuroscience Drug Discovery, Vanderbilt University Medical School, Nashville, Tennessee (C.W.L.)
| |
Collapse
|
7
|
Directed evolution of cytochrome P450 enzymes for biocatalysis: exploiting the catalytic versatility of enzymes with relaxed substrate specificity. Biochem J 2015; 467:1-15. [DOI: 10.1042/bj20141493] [Citation(s) in RCA: 58] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Cytochrome P450 enzymes are renowned for their ability to insert oxygen into an enormous variety of compounds with a high degree of chemo- and regio-selectivity under mild conditions. This property has been exploited in Nature for an enormous variety of physiological functions, and representatives of this ancient enzyme family have been identified in all kingdoms of life. The catalytic versatility of P450s makes them well suited for repurposing for the synthesis of fine chemicals such as drugs. Although these enzymes have not evolved in Nature to perform the reactions required for modern chemical industries, many P450s show relaxed substrate specificity and exhibit some degree of activity towards non-natural substrates of relevance to applications such as drug development. Directed evolution and other protein engineering methods can be used to improve upon this low level of activity and convert these promiscuous generalist enzymes into specialists capable of mediating reactions of interest with exquisite regio- and stereo-selectivity. Although there are some notable successes in exploiting P450s from natural sources in metabolic engineering, and P450s have been proven repeatedly to be excellent material for engineering, there are few examples to date of practical application of engineered P450s. The purpose of the present review is to illustrate the progress that has been made in altering properties of P450s such as substrate range, cofactor preference and stability, and outline some of the remaining challenges that must be overcome for industrial application of these powerful biocatalysts.
Collapse
|
8
|
Qiao X, Ji S, Yu SW, Lin XH, Jin HW, Duan YK, Zhang LR, Guo DA, Ye M. Identification of key licorice constituents which interact with cytochrome P450: evaluation by LC/MS/MS cocktail assay and metabolic profiling. AAPS JOURNAL 2013; 16:101-13. [PMID: 24254844 DOI: 10.1208/s12248-013-9544-9] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2013] [Accepted: 10/28/2013] [Indexed: 11/30/2022]
Abstract
Licorice has been shown to affect the activities of several cytochrome P450 enzymes. This study aims to identify the key constituents in licorice which may affect these activities. Bioactivity assay was combined with metabolic profiling to identify these compounds in several complex licorice extracts. Firstly, the inhibition potencies of 40 pure licorice compounds were tested using an liquid chromatography/tandem mass spectrometry cocktail method. Significant inhibitors of human P450 isozymes 1A2, 2C9, 2C19, 2D6, and 3A4 were then selected for examination of their structural features by molecular docking to determine their molecular interaction with several P450 isozymes. Based on the present in vitro inhibition findings, along with our previous in vivo metabolic studies and the prevalence of individual compounds in licorice extract, we identified several licorice constituents, viz., liquiritigenin, isoliquiritigenin, together with seven isoprenylated flavonoids and arylcoumarins, which could be key components responsible for the herb-drug interaction between cytochrome P450 and licorice. In addition, hydrophilic flavonoid glycosides and saponins may be converted into these P450 inhibitors in vivo. These studies represent a comprehensive examination of the potential effects of licorice components on the metabolic activities of P450 enzymes.
Collapse
Affiliation(s)
- Xue Qiao
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, 38 Xueyuan Road, Beijing, 100191, China
| | | | | | | | | | | | | | | | | |
Collapse
|
9
|
Multiple ligand docking by Glide: implications for virtual second-site screening. J Comput Aided Mol Des 2012; 26:821-34. [DOI: 10.1007/s10822-012-9578-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2011] [Accepted: 05/01/2012] [Indexed: 12/22/2022]
|
10
|
Parashar A, Manoj KM. Traces of certain drug molecules can enhance heme-enzyme catalytic outcomes. Biochem Biophys Res Commun 2012; 417:1041-5. [DOI: 10.1016/j.bbrc.2011.12.090] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2011] [Accepted: 12/16/2011] [Indexed: 10/14/2022]
|
11
|
Qiu F, Zhang R, Wang G, Gao C, Sun J, Jiang J, Ma Y. Activation of CYP3A-mediated testosterone 6β-hydroxylation by tanshinone IIA and midazolam 1-hydroxylation by cryptotanshinone in human liver microsomes. Xenobiotica 2010; 40:800-6. [PMID: 20964620 DOI: 10.3109/00498254.2010.519062] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
This study evaluated the in vitro activation of CYP3A-mediated midazolam 1-hydroxylation and testosterone 6β-hydroxylation by tanshinone I, tanshinone IIA, and cryptotanshinone. The abilities of tanshinones to activate CYP3A-mediated midazolam 1-hydroxylation and testosterone 6β-hydroxylation in human liver microsomes (HLMs) were tested. Substrate- and effector-dependent activation of CYP3A by tanshinones were both observed. Cryptotanshinone was shown to activate CYP3A-mediated midazolam 1-hydroxylation in a concentration-dependent manner. In contrast, tanshinone IIA and tanshinone I did not activate this hydroxylation reaction. In addition, tanshinone IIA activated CYP3A-mediated testosterone 6β-hydroxylation, whereas cryptotanshinone and tanshinone I did not. The results from our study enhance the understanding of CYP3A activation by tanshinone IIA and cryptotanshinone in HLMs. Additionally, these data allow for an accurate prediction of the magnitude and likelihood of Danshen-drug interactions.
Collapse
Affiliation(s)
- Furong Qiu
- Lab of Clinical Pharmacokinetics, Shuguang hospital, Shanghai University of Traditional Chinese Medicine, China
| | | | | | | | | | | | | |
Collapse
|
12
|
Denisov IG, Frank DJ, Sligar SG. Cooperative properties of cytochromes P450. Pharmacol Ther 2009; 124:151-67. [PMID: 19555717 DOI: 10.1016/j.pharmthera.2009.05.011] [Citation(s) in RCA: 89] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2009] [Accepted: 05/28/2009] [Indexed: 02/07/2023]
Abstract
Cytochromes P450 form a large and important class of heme monooxygenases with a broad spectrum of substrates and corresponding functions, from steroid hormone biosynthesis to the metabolism of xenobiotics. Despite decades of study, the molecular mechanisms responsible for the complex non-Michaelis behavior observed with many members of this superfamily during metabolism, often termed 'cooperativity', remain to be fully elucidated. Although there is evidence that oligomerization may play an important role in defining the observed cooperativity, some monomeric cytochromes P450, particularly those involved in xenobiotic metabolism, also display this behavior due to their ability to simultaneously bind several substrate molecules. As a result, formation of distinct enzyme-substrate complexes with different stoichiometry and functional properties can give rise to homotropic and heterotropic cooperative behavior. This review aims to summarize the current understanding of cooperativity in cytochromes P450, with a focus on the nature of cooperative effects in monomeric enzymes.
Collapse
Affiliation(s)
- Ilia G Denisov
- Department of Biochemistry, University of Illinois, Urbana, IL 61801, United States of America
| | | | | |
Collapse
|
13
|
Henshall J, Galetin A, Harrison A, Houston JB. Comparative Analysis of CYP3A Heteroactivation by Steroid Hormones and Flavonoids in Different in Vitro Systems and Potential in Vivo Implications. Drug Metab Dispos 2008; 36:1332-40. [DOI: 10.1124/dmd.108.021279] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
|
14
|
McMasters DR, Torres RA, Crathern SJ, Dooney DL, Nachbar RB, Sheridan RP, Korzekwa KR. Inhibition of recombinant cytochrome P450 isoforms 2D6 and 2C9 by diverse drug-like molecules. J Med Chem 2007; 50:3205-13. [PMID: 17559204 PMCID: PMC2547349 DOI: 10.1021/jm0700060] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The affinities of a diverse set of 500 drug-like molecules to cytochrome P450 isoforms 2C9 and 2D6 were measured using recombinant expressed enzyme. The dose-response curve of each compound was fitted with a series of equations representing typical or various types of atypical kinetics. Atypical kinetics was identified where the Akaike Information Criterion, plus other criteria, suggested the kinetics was more complex than expected for a Michaelis-Menten model. Approximately 20% of the compounds were excluded due to poor solubility, and approximately 15% were excluded due to fluorescence interference. Of the remaining compounds, roughly half were observed to bind with an affinity of 200 microM or lower for each of the two isoforms. Atypical kinetics was observed in 18% of the compounds that bind to cytochrome 2C9, but less than 2% for 2D6. The resulting collection of competitive inhibitors and inactive compounds were analyzed for trends in binding affinity. For CYP2D6, a clear relationship between polar surface area and charge was observed, with the most potent inhibitors having a formal positive charge and a low percent polar surface area. For CYP2C9, no clear trend between activity and physicochemical properties could be seen for the group as a whole; however, certain classes of compounds have altered frequencies of activity and atypical kinetics.
Collapse
Affiliation(s)
- Daniel R McMasters
- Department of Molecular Systems, Merck Research Laboratories, Rahway, New Jersey, USA.
| | | | | | | | | | | | | |
Collapse
|
15
|
Locuson CW, Gannett PM, Ayscue R, Tracy TS. Use of simple docking methods to screen a virtual library for heteroactivators of cytochrome P450 2C9. J Med Chem 2007; 50:1158-65. [PMID: 17311370 PMCID: PMC2519618 DOI: 10.1021/jm060706p] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Several laboratories have demonstrated that activation of drug metabolism by P450s may occur via a mechanism that resembles allosterism from an enzyme kinetic standpoint. Because the effector drug binding site may be located in the same P450 binding pocket where the drug substrate is located, the ability to find and characterize novel effectors (aka heteroactivators) will prove to be important in probing the mechanism of activation. We have used analogues of the prototypical CYP2C9 heteroactivator dapsone to validate a simple docking method that can be used to predict heteroactivators based on ligand binding location in a P450 crystal structure. As proof of concept for the described docking method, a protocol was developed to discover potential heteroactivators from a virtual chemical library through efficient sorting of >40,000 compounds. One of the top-scoring compounds identified was verified to be a CYP2C9 heteroactivator in vitro, and it possessed activity similar to dapsone.
Collapse
Affiliation(s)
- Charles W Locuson
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, Minnesota 55455, USA
| | | | | | | |
Collapse
|
16
|
Abstract
Drug metabolism information is a necessary component of drug discovery and development. The key issues in drug metabolism include identifying: the enzyme(s) involved, the site(s) of metabolism, the resulting metabolite(s), and the rate of metabolism. Methods for predicting human drug metabolism from in vitro and computational methodologies and determining relationships between the structure and metabolic activity of molecules are also critically important for understanding potential drug interactions and toxicity. There are numerous experimental and computational approaches that have been developed in order to predict human metabolism which have their own limitations. It is apparent that few of the computational tools for metabolism prediction alone provide the major integrated functions needed to assist in drug discovery. Similarly the different in vitro methods for human drug metabolism themselves have implicit limitations. The utilization of these methods for pharmaceutical and other applications as well as their integration is discussed as it is likely that hybrid methods will provide the most success.
Collapse
Affiliation(s)
- Larry J Jolivette
- Preclinical Drug Discovery, Cardiovascular and Urogenital Centre of Excellence in Drug Discovery, GlaxoSmithKline, King of Prussia, Pennsylvania, USA
| | | |
Collapse
|
17
|
de Groot MJ. Designing better drugs: predicting cytochrome P450 metabolism. Drug Discov Today 2006; 11:601-6. [PMID: 16793528 DOI: 10.1016/j.drudis.2006.05.001] [Citation(s) in RCA: 71] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2006] [Revised: 04/21/2006] [Accepted: 05/10/2006] [Indexed: 10/24/2022]
Abstract
Many 3D ligand-based and structure-based computational approaches have been used to predict, and thus help explain, the metabolism catalyzed by the enzymes of the cytochrome P450 superfamily (P450s). P450s are responsible for >90% of the metabolism of all drugs, so the computational prediction of metabolism can help to design out drug-drug interactions in the early phases of the drug discovery process. Computational methodologies have focused on a few P450s that are directly involved in drug metabolism. The recently derived crystal structures for human P450s enable better 3D modelling of these important metabolizing enzymes. Models derived for P450s have evolved from simple comparisons of known substrates to more-elaborate experiments that require considerable computer power involving 3D overlaps and docking experiments. These models help to explain and, more importantly, predict the involvement of P450s in the metabolism of specific compounds and guide the drug-design process.
Collapse
Affiliation(s)
- Marcel J de Groot
- Sandwich Chemistry, Pfizer Global Research & Development, Sandwich Laboratories, Kent CT13 9NJ, UK.
| |
Collapse
|
18
|
Kumar V, Locuson CW, Sham YY, Tracy TS. Amiodarone analog-dependent effects on CYP2C9-mediated metabolism and kinetic profiles. Drug Metab Dispos 2006; 34:1688-96. [PMID: 16815961 DOI: 10.1124/dmd.106.010678] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
CYP2C9 substrates can exhibit both hyperbolic and atypical kinetic profiles, and their metabolism can be activated or inhibited depending on the effector studied. CYP2C9 genetic variants can also affect both substrate turnover and kinetic profile. The present study assessed whether analogs of the effector amiodarone differentially altered the atypical kinetic profile of the substrate naproxen and whether this effect was genotype-dependent. Amiodarone, desethylamiodarone, benzbromarone, and its dimethyl analog (benz(meth)arone) were incubated with naproxen and either CYP2C9.1 or CYP2C9.3. Amiodarone activated naproxen demethylation at lower concentrations, regardless of the CYP2C9 allele, and inhibited metabolism at higher concentrations without altering the kinetic profile. Desethylamiodarone was a potent inhibitor of naproxen demethylation, irrespective of the CYP2C9 allele. Benzbromarone altered naproxen demethylation kinetics from a biphasic profile to that of a hyperbolic form in CYP2C9.1 and CYP2C9.3, resulting in inhibition and activation, respectively. In contrast, benz(meth)arone activated naproxen demethylation in both CYP2C9.1 and CYP2C9.3. In addition, the kinetic profile of naproxen demethylation became more hyperbolic at lower concentrations of benz(meth)arone and then reverted back to biphasic as the benz(meth)arone was increased further. Equilibrium binding and multiple-ligand docking studies were used to propose how such similar compounds exerted very different effects on naproxen metabolism. In summary, effectors of CYP2C9 metabolism can alter not only the degree of substrate turnover (activation or inhibition) but also the kinetic profile of metabolism of CYP2C9 substrates through effects on substrate binding and orientation. In addition, these kinetics effects are concentration- and genotype-dependent.
Collapse
Affiliation(s)
- Vikas Kumar
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN 55455, USA
| | | | | | | |
Collapse
|
19
|
Hummel MA, Tracy TS, Hutzler JM, Wahlstrom JL, Zhou Y, Rock DA. Influence of Fluorescent Probe Size and Cytochrome b5 on Drug-Drug Interactions in CYP2C9. ACTA ACUST UNITED AC 2006; 11:303-9. [PMID: 16490777 DOI: 10.1177/1087057105285612] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
7-Methoxy-4-trifluoromethylcoumarin (MFC) has been used extensively in high-throughput screens for the identification of potential CYP2C9 interactions. More recently, additional probes from Invitrogen have been used. Vivid 2C9Green is the largest of the probes and has had limited prior characterization. The newseries of probes differ significantly from MFC andwere examined for their ability to identify interactions with 19 CYP2C9 substrates/inhibitors. The inhibition profiles depend largely on the physical differences between the fluorescent probe substrates. Cytochrome b5 (cyt b5) was also investigated for the ability to alter the inhibition profile of a given compound. The stoichiometric addition of cyt b5 caused an increase in Vmaxof MFC and Vivid 2C9 Green 4.4 and 1.7 times, respectively. Furthermore, cyt b5 imposes a steric component to the active site as the inhibition profiles were significantly affected in incubations with MFC. The addition of cyt b5 had limited impact on the inhibition profiles generated with Vivid 2C9Green. The Km of Vivid 2C9 Green increased from 1.2 ± 0.2 µ Mto4.8 ± 0.3 µ Mas a result of cyt b5 addition. These results illustrate that multiple substrate probes may be necessary for screening drug-drug interaction in CYP2C9 and that cyt b5 effects can impart steric restraints on the CYP2C9 active site.
Collapse
Affiliation(s)
- Matthew A Hummel
- Department of Experimental and Clinical Pharmacology, University of Minnesota, Minneapolis, USA
| | | | | | | | | | | |
Collapse
|
20
|
Anger DL, Petre MA, Crankshaw DJ. Heteroactivation of cytochrome P450 1A1 by teas and tea polyphenols. Br J Pharmacol 2006; 145:926-33. [PMID: 15895106 PMCID: PMC1576212 DOI: 10.1038/sj.bjp.0706255] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
We studied 7-ethoxyresorufin deethylase as an index of cytochrome P4501A1 (CYP1A1) activity in liver microsomes from rats pretreated with 3-methylcholanthrene. The enzyme had complex kinetics compatible with a multisite model. At 1 microM substrate, brewed black, green and white teas had complex effects on enzyme activity consisting of activation at low concentrations and inhibition at higher concentrations. Data fit well to a two-site model that allowed us to determine maximal activation (% increase above control), pEC(50) for activation (g ml(-1)) and pIC(50) for inhibition (g ml(-1)). These parameters were 190+/-40, 5.9+/-0.1 and 4.51+/-0.09 for green tea, 350+/-40, 5.43+/-0.05 and 5.43+/-0.05 for black tea and 230+/-80, 5.3+/-0.3 and 4.7+/-0.2 for white tea, respectively. The effects of the brewed teas were mimicked to different degrees by the green tea polyphenols. Maximal activation, pEC(50) (M) and pIC(50) (M) were: (-)-epicatechin, 55+/-9, 5.4+/-0.3, 2+/-1; (-)-epicatechin gallate, 160+/-60, 6.2+/-0.3, 5.28+/-0.06; (-)-epigallocatechin 30+/-10, 6.5+/-0.5, 3.37+/-0.08; and (-)-epigallocatechin gallate 130+/-40, 6.7+/-0.3, 5.0+/-0.1. A crude extract of black tea polyphenols inhibited 7-ethoxyresorufin deethylase, but did not cause enzyme activation consistently. Enzyme activation was dependent upon substrate concentration. Heteroactivation of CYP1A1 may partially explain the lack of agreement between biological and epidemiological evidence of a role for tea in cancer prevention.
Collapse
Affiliation(s)
- Dana L Anger
- Honours Biology & Pharmacology Programme, McMaster University, Hamilton, Ontario, Canada
| | - Maria-Alexandra Petre
- Honours Biology & Pharmacology Programme, McMaster University, Hamilton, Ontario, Canada
- Department of Obstetrics & Gynecology, McMaster University, Hamilton, Ontario, Canada
| | - Denis J Crankshaw
- Honours Biology & Pharmacology Programme, McMaster University, Hamilton, Ontario, Canada
- Department of Obstetrics & Gynecology, McMaster University, Hamilton, Ontario, Canada
- Author for correspondence:
| |
Collapse
|
21
|
Refsgaard HHF, Jensen BF, Christensen IT, Hagen N, Brockhoff PB. In silico prediction of cytochrome P450 inhibitors. Drug Dev Res 2006. [DOI: 10.1002/ddr.20108] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
|
22
|
Bland TM, Haining RL, Tracy TS, Callery PS. CYP2C-catalyzed delta(9)-tetrahydrocannabinol metabolism: Kinetics, pharmacogenetics and interaction with phenytoin. Biochem Pharmacol 2005; 70:1096-103. [PMID: 16112652 DOI: 10.1016/j.bcp.2005.07.007] [Citation(s) in RCA: 70] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2005] [Revised: 07/08/2005] [Accepted: 07/08/2005] [Indexed: 10/25/2022]
Abstract
Delta9-tetrahydrocannabinol (delta9-THC), the primary psychoactive constituent of marijuana, is subject to first pass hepatic metabolism primarily by hydroxylation to yield active and inactive oxygenated products. The primary metabolite is formed via oxidation of the allylic methyl group to yield 11-hydroxy-delta9-THC, which is oxidized further to 11-nor-9-carboxy-delta9-THC. The hydroxylation is thought to be mediated by CYP2C9. The present study was designed to address the kinetics and pharmacogenetics of CYP2C-mediated metabolism of (delta9)-THC by studying its metabolism in human liver microsomes and expressed enzymes. Expressed CYP2C9.1 exhibited high affinity for the hydroxylation of delta9-THC (apparent Km, 2 microM), similar to that observed in human liver microsomes (apparent Km 0.8 microM). In contrast, the calculated intrinsic clearance (apparent Vm/Km) for CYP2C9.2 and CYP2C9.3 was approximately 30% that of the wild type, CYP2C9.1. Given the high affinity of CYP2C9 for the hydroxylation of delta9-THC, we evaluated the potential for an interaction between delta9-THC, 11-hydroxy-delta9-THC, or 11-nor-9-carboxy-delta9-THC and the CYP2C9 substrate, phenytoin. Surprisingly, delta9-THC increased the rate of phenytoin hydroxylation in human liver microsomes and expressed CYP2C9 enzyme. Similar increases in rate were observed with co-incubation of 11-hydroxy-delta9-THC and 11-nor-9-carboxy-delta9-THC with phenytoin. These in vitro data suggest the potential for an interaction from the concomitant administration of delta9-THC and phenytoin that could result in decreased phenytoin concentrations in vivo.
Collapse
Affiliation(s)
- Tina M Bland
- Department of Basic Pharmaceutical Sciences, School of Pharmacy, P.O. Box 9530, West Virginia University, 1 Medical Center Drive, Morgantown, WV 26506, USA
| | | | | | | |
Collapse
|
23
|
Ekins S, Andreyev S, Ryabov A, Kirillov E, Rakhmatulin EA, Bugrim A, Nikolskaya T. Computational prediction of human drug metabolism. Expert Opin Drug Metab Toxicol 2005; 1:303-24. [PMID: 16922645 DOI: 10.1517/17425255.1.2.303] [Citation(s) in RCA: 66] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
There is an urgent requirement within the pharmaceutical and biotechnology industries, regulatory authorities and academia to improve the success of molecules that are selected for clinical trials. Although absorption, distribution, metabolism, excretion and toxicity (ADME/Tox) properties are some of the many components that contribute to successful drug discovery and development, they represent factors for which we currently have in vitro and in vivo data that can be modelled computationally. Understanding the possible toxicity and the metabolic fate of xenobiotics in the human body is particularly important in early drug discovery. There is, therefore, a need for computational methodologies for uncovering the relationships between the structure and the biological activity of novel molecules. The convergence of numerous technologies, including high-throughput techniques, databases, ADME/Tox modelling and systems biology modelling, is leading to the foundation of systems-ADME/Tox. Results from experiments can be integrated with predictions to globally simulate and understand the likely complete effects of a molecule in humans. The development and early application of major components of MetaDrug (GeneGo, Inc.) software will be described, which includes rule-based metabolite prediction, quantitative structure-activity relationship models for major drug metabolising enzymes, and an extensive database of human protein-xenobiotic interactions. This represents a combined approach to predicting drug metabolism. MetaDrug can be readily used for visualising Phase I and II metabolic pathways, as well as interpreting high-throughput data derived from microarrays as networks of interacting objects. This will ultimately aid in hypothesis generation and the early triaging of molecules likely to have undesirable predicted properties or measured effects on key proteins and cellular functions.
Collapse
Affiliation(s)
- Sean Ekins
- GeneGo, Inc., 500 Renaissance Drive, Suite 106, St. Joseph, MI 49085, USA.
| | | | | | | | | | | | | |
Collapse
|
24
|
Hummel MA, Locuson CW, Gannett PM, Rock DA, Mosher CM, Rettie AE, Tracy TS. CYP2C9 genotype-dependent effects on in vitro drug-drug interactions: switching of benzbromarone effect from inhibition to activation in the CYP2C9.3 variant. Mol Pharmacol 2005; 68:644-51. [PMID: 15955872 DOI: 10.1124/mol.105.013763] [Citation(s) in RCA: 36] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
The CYP2C9.3 variant exhibits marked decreases in substrate turnover compared with the wild-type enzyme, but little is known regarding the effect this variant form may have on the occurrence of drug-drug interactions. To examine this possibility, the effect of the potent CYP2C9 inhibitor, benzbromarone, was studied with regard to CYP2C9.1- and CYP2C9.3-mediated flurbiprofen metabolism to evaluate whether the variant enzyme exhibits differential inhibition kinetics. Although benzbromarone inhibited CYP2C9.1 activity as expected, CYP2C9.3-mediated flurbiprofen 4'-hydroxylation was activated in the presence of benzbromarone. T1 relaxation studies revealed little change in distances of flurbiprofen protons from the heme iron of either CYP2C9.1 or CYP2C9.3 in the presence of benzbromarone compared with flurbiprofen alone. Spectral binding studies were also performed to investigate whether benzbromarone affected substrate binding, with the addition of benzbromarone having little effect on flurbiprofen-binding affinity in both CYP2C9.1 and CYP2C9.3. Docking studies with the 2C9.1 structure crystallized with a closed active site identified multiple but overlapping subsites with sufficient space for benzbromarone binding in the enzyme when flurbiprofen was positioned closest to the heme. If the closed conformation of 2C9.3 is structurally similar to 2C9.1, as expected for the conservative I359L mutation, then the dynamics of benzbromarone binding may account for the switching of drug interaction effects. In conclusion, the I359L amino acid substitution found in CYP2C9.3 not only reduces metabolism compared with CYP2C9.1 but can also dramatically alter inhibitor effects, suggesting that differential degrees of drug inhibition interactions may occur in individuals with this variant form of CYP2C9.
Collapse
Affiliation(s)
- Matthew A Hummel
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, 308 Harvard St., S.E., Minneapolis, MN 55455, USA
| | | | | | | | | | | | | |
Collapse
|
25
|
Rettie AE, Jones JP. Clinical and toxicological relevance of CYP2C9: drug-drug interactions and pharmacogenetics. Annu Rev Pharmacol Toxicol 2005; 45:477-94. [PMID: 15822186 DOI: 10.1146/annurev.pharmtox.45.120403.095821] [Citation(s) in RCA: 198] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
CYP2C9 is a major cytochrome P450 enzyme that is involved in the metabolic clearance of a wide variety of therapeutic agents, including nonsteroidal antiinflammatories, oral anticoagulants, and oral hypoglycemics. Disruption of CYP2C9 activity by metabolic inhibition or pharmacogenetic variability underlies many of the adverse drug reactions that are associated with the enzyme. CYP2C9 is also the first human P450 to be crystallized, and the structural basis for its substrate and inhibitor selectivity is becoming increasingly clear. New, ultrapotent inhibitors of CYP2C9 have been synthesised that aid in the development of quantitative structure-activity relationship (QSAR) models to facilitate drug redesign, and extensive resequencing of the gene and studies of its regulation will undoubtedly help us understand interindividual variability in drug response and toxicity controlled by this enzyme.
Collapse
Affiliation(s)
- Allan E Rettie
- Department of Medicinal Chemistry, University of Washington, Seattle, Washington 98195, USA.
| | | |
Collapse
|
26
|
Locuson CW, Wahlstrom JL. Three-dimensional quantitative structure-activity relationship analysis of cytochromes p450: effect of incorporating higher-affinity ligands and potential new applications. Drug Metab Dispos 2005; 33:873-8. [PMID: 15843486 DOI: 10.1124/dmd.105.004325] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Recently, two new classes of reversible inhibitors, the benzbromarones (BZBRs) and the N-3 substituted phenobarbitals (PBs), were used to study the active site characteristics of CYP2C9 and 2C19, respectively. Since these ligands are some of the first CYP2C ligands to extend into the low nanomolar K(i) range (K(i) < 100 nM), they were subjected to three-dimensional quantitative structure-activity relationship (3D-QSAR) analysis. Given that BZBRs or the PB ligands bind very tightly, it can be assumed that these structures complement the binding pocket(s) for these enzymes. Thus, the resulting models should output a 3D arrangement of interaction sites predicted to be important for near optimal binding to the CYP2C9 and CYP2C19 enzymes. These predicted interaction regions may then improve the ability to predict drug-drug interactions. The resulting models generated from these new high affinity ligands are discussed, as are novel uses of 3D-QSAR and molecular modeling techniques that may be useful in the study of cytochromes P450 specifically.
Collapse
Affiliation(s)
- Charles W Locuson
- University of Minnesota, College of Pharmacy, Department of Experimental and Clinical Pharmacology, Minneapolis, MN 55455, USA.
| | | |
Collapse
|
27
|
de Graaf C, Vermeulen NPE, Feenstra KA. Cytochrome P450 in Silico: An Integrative Modeling Approach. J Med Chem 2005; 48:2725-55. [PMID: 15828810 DOI: 10.1021/jm040180d] [Citation(s) in RCA: 162] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Chris de Graaf
- Leiden/Amsterdam Center for Drug Research, Division of Molecular Toxicology, Vrije Universiteit Amsterdam, De Boelelaan 1083, 1081 HV Amsterdam, The Netherlands
| | | | | |
Collapse
|
28
|
Galetin A, Ito K, Hallifax D, Houston JB. CYP3A4 substrate selection and substitution in the prediction of potential drug-drug interactions. J Pharmacol Exp Ther 2005; 314:180-90. [PMID: 15784650 DOI: 10.1124/jpet.104.082826] [Citation(s) in RCA: 125] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
The complexity of in vitro kinetic phenomena observed for CYP3A4 substrates (homo- or heterotropic cooperativity) confounds the prediction of drug-drug interactions, and an evaluation of alternative and/or pragmatic approaches and substrates is needed. The current study focused on the utility of the three most commonly used CYP3A4 in vitro probes for the prediction of 26 reported in vivo interactions with azole inhibitors (increase in area under the curve ranged from 1.2 to 24, 50% in the range of potent inhibition). In addition to midazolam, testosterone, and nifedipine, quinidine was explored as a more "pragmatic" substrate due to its kinetic properties and specificity toward CYP3A4 in comparison with CYP3A5. Ki estimates obtained in human liver microsomes under standardized in vitro conditions for each of the four probes were used to determine the validity of substrate substitution in CYP3A4 drug-drug interaction prediction. Detailed inhibitor-related (microsomal binding, depletion over incubation time) and substrate-related factors (cooperativity, contribution of other metabolic pathways, or renal excretion) were incorporated in the assessment of the interaction potential. All four CYP3A4 probes predicted 69 to 81% of the interactions with azoles within 2-fold of the mean in vivo value. Comparison of simple and multisite mechanistic models and interaction prediction accuracy for each of the in vitro probes indicated that midazolam and quinidine in vitro data provided the best assessment of a potential interaction, with the lowest bias and the highest precision of the prediction. Further investigations with a wider range of inhibitors are required to substantiate these findings.
Collapse
Affiliation(s)
- Aleksandra Galetin
- School of Pharmacy and Pharmaceutical Sciences, University of Manchester, Oxford Rd., Manchester M13 9PL, UK.
| | | | | | | |
Collapse
|
29
|
Marks BD, Thompson DV, Goossens TA, Trubetskoy OV. High-throughput screening assays for the assessment of CYP2C9*1, CYP2C9*2, and CYP2C9*3 metabolism using fluorogenic Vivid substrates. ACTA ACUST UNITED AC 2005; 9:439-49. [PMID: 15296644 DOI: 10.1177/1087057104263440] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
CYP2C9 is a genetically polymorphic human cytochrome P450 isozyme involved in the oxidative metabolism of many drugs, including nonsteroidal anti-inflammatory compounds. Individuals genotyped heterozygous or homozygous for CYP2C9 allelic variants have demonstrated altered metabolism of some drugs primarily metabolized by CYP2C9. The ability to expand screening of CYP2C9 allelic variants to a larger set of drugs and pharmaceutical agents would contribute to a better understanding of the significance of CYP2C9 polymorphisms in the population and to predictions of possible outcomes. The authors report the development of an in vitro fluorescence-based assay employing recombinant CYP2C9 variants (CYP2C9*1, CYP2C9*2, and CYP2C9*3) and fluorogenic Vivid(R) CYP2C9 substrates to explore the effects of CYP2C9 polymorphisms on drug metabolism, using drugs primarily metabolized by CYP2C9. Several chemically diverse fluorogenic substrates (Vivid(R) CYP2C9 blue, green, and red substrates) were used as prototypic probes to obtain in vitro CYP2C9 metabolic rates and kinetic parameters, such as apparent K(m), V(max), and V(max)/K(m) ratios for each allelic variant. In addition, a diverse panel of drugs was screened as assay modifiers with CYP2C9*1, CYP2C9*2, CYP2C9*3, and the fluorogenic Vivid(R) CYP2C9 substrates. The inhibitory potential of this large group of chemically diverse drugs and compounds has been assessed on the basis of their ability to compete with Vivid(R) CYP2C9 substrates in fluorescent reporter assays, thus providing a sensitive and quick assessment of polymorphism-dependent changes in CYP2C9 metabolism.
Collapse
Affiliation(s)
- Bryan D Marks
- Invitrogen Drug Discovery, Madison, Wisconsin 53719, USA
| | | | | | | |
Collapse
|
30
|
Modelling atypical CYP3A4 kinetics: principles and pragmatism. Arch Biochem Biophys 2005; 433:351-60. [DOI: 10.1016/j.abb.2004.09.010] [Citation(s) in RCA: 75] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2004] [Indexed: 11/21/2022]
|
31
|
Abstract
The cytochrome P450 (P450) field came out of interest in the metabolism of drugs, carcinogens, and steroids, which remain major focal points. Over the years we have come to understand the P450 system components, the multiplicity of P450s, and many aspects of the regulation of the genes and also the catalytic mechanism. Many crystal structures are now becoming available. The significance of P450 in in vivo metabolism is appreciated, particularly in the context of pharmacogenetics. Current scientific issues involve posttranslational modification, gene regulation, component interactions, structures of P450 complexed with ligands, details of high-valent oxygen chemistry, the nature and influence of rate-limiting steps, greater details about some reaction steps, cooperativity, and the relevance of P450 variations to cancer risk. Some emerging research areas involve new methods of analysis of ligand interactions, roles of conformational changes linked to individual reaction steps, functions of orphan P450s, "molecular breeding" of new P450 functions and enhanced activity, and the utilization of P450s in chemical synthesis.
Collapse
Affiliation(s)
- F Peter Guengerich
- Department of Biochemistry, Center in Molecular Toxicology, Vanderbilt University School of Medicine, Nashville, Tennessee 37232-0146, USA.
| |
Collapse
|
32
|
Di Marco A, Marcucci I, Chaudhary A, Taliani M, Laufer R. DEVELOPMENT AND VALIDATION OF A HIGH-THROUGHPUT RADIOMETRIC CYP2C9 INHIBITION ASSAY USING TRITIATED DICLOFENAC. Drug Metab Dispos 2004; 33:359-64. [PMID: 15608129 DOI: 10.1124/dmd.104.002915] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
A rapid and sensitive radiometric assay for assessing the potential of drugs to inhibit cytochrome P450 (P450) 2C9 in human liver microsomes is described. In contrast to the conventional diclofenac 4'-hydroxylation assay, the new method does not require high performance liquid chromatography (HPLC) separation and mass spectrometry. The assay is based on the release of tritium as tritiated water that occurs upon CYP2C9-mediated 4'-hydroxylation of diclofenac labeled with tritium in the 4' position. The radiolabeled product is separated from the substrate using 96-well solid-phase extraction plates. The reaction is NADPH-dependent, and sensitive to CYP2C9 inhibitors and inhibitory monoclonal antibodies, but not to inhibitors of or antibodies against other P450 enzymes. Competition experiments using tritiated and unlabeled diclofenac indicated that CYP2C9-mediated diclofenac 4'-hydroxylation exhibits positive cooperativity and no significant kinetic isotope effect or NIH shift. IC(50) values for 18 structurally diverse chemical inhibitors were not significantly different from those determined in the diclofenac 4'-hydroxylation assay, using HPLC-tandem mass spectrometry. All the steps of the new assay, namely, incubation, product separation, and radioactivity counting, are performed in 96-well format and can be automated. This assay thus represents a high-throughput version of the classic diclofenac 4'-hydroxylation assay, which is one of the most widely used methods to assess the potential for CYP2C9 inhibition of new chemical entities.
Collapse
Affiliation(s)
- Annalise Di Marco
- Istituto di Ricerche di Biologia Molecolare (IRBM) P. Angeletti, Merck Research Laboratories, Via Pontina km 30,600, 00040 Pomezia (Roma), Italy.
| | | | | | | | | |
Collapse
|
33
|
Egnell AC, Houston JB, Boyer CS. Predictive Models of CYP3A4 Heteroactivation: In Vitro-in Vivo Scaling and Pharmacophore Modeling. J Pharmacol Exp Ther 2004; 312:926-37. [PMID: 15572649 DOI: 10.1124/jpet.104.078519] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Although activation of CYP3A4 is frequently observed in vitro, predictive computational-based models and methods for in vitro-in vivo scaling are scarce. It has been previously shown that in vitro CYP3A4 heteroactivation of carbamazepine (CBZ)-epoxide (ep) formation can be associated with the clinical drug interaction between felbatame and CBZ. The previously reported prediction methodology is applied here to an additional set of in vitro CYP3A4 heteroactivators, some exerting this effect at concentrations relevant in vivo. The antimalarial artemisinin potently increases CBZ-ep formation by a maximum of 500% at 300 microM. Testosterone and progesterone activates by a maximum of 1680 and 920%, respectively, at 150 microM, and quinidine causes a 130% increase at 300 microM. The predicted maximum in vivo decrease in steady-state concentration of carbamazepine (Css(CBZ)) at saturating effector concentrations is 85 to 90% for testosterone and progesterone, 75% for artemisinin, and 45% for quinidine. The corresponding predicted in vivo increase in Css(CBZ-ep) is 50, 60, 55, and 30% for artemisinin, testosterone, progesterone, and quinidine, respectively. At effector concentrations relevant in vivo, the Css(CBZ) change is predicted to </=20% for testosterone, artemisinin, and quinidine and </=10% for progesterone, with a concomitant Css(CBZ-ep) increase of 12% for testosterone and </=10% for progesterone, artemisinin, and quinidine. Structure-heteroactivation relationships were evaluated by generating a pharmacophore. The model includes two hydrogen bond acceptor features separated by hydrophobic features. Internal predictivity is high, and heteroactivation of an external test set correlate to observed in vitro heteroactivation.
Collapse
|
34
|
Liu KH, Kim MJ, Jung WM, Kang W, Cha IJ, Shin JG. LANSOPRAZOLE ENANTIOMER ACTIVATES HUMAN LIVER MICROSOMAL CYP2C9 CATALYTIC ACTIVITY IN A STEREOSPECIFIC AND SUBSTRATE-SPECIFIC MANNER. Drug Metab Dispos 2004; 33:209-13. [PMID: 15537834 DOI: 10.1124/dmd.104.001438] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
We recently proposed a possible stereoselective activation by lansoprazole of CYP2C9-catalyzed tolbutamide hydroxylation, as well as stereoselective inhibition of several cytochrome P450 (P450) isoforms. This study evaluated the effects of lansoprazole enantiomers on CYP2C9 activity in vitro, using several probe substrates. For tolbutamide 4-methylhydroxylation and phenytoin 4-hydroxylation, R-lansoprazole was an activator (140 and 550% of control at 100 microM R-lansoprazole, EC50 values of 19.9 and 30.2 microM, respectively). R-Lansoprazole-mediated activation of the formation of 4-hydroxyphenytoin was also seen with recombinant human CYP2C9. R-Lansoprazole increased the Michaelis-Menten-derived V(max) of phenytoin 4-hydroxylation from 0.024 to 0.121 pmol/min/pmol P450, and lowered its K(m) from 20.5 to 15.0 microM, suggesting that R-lansoprazole activates CYP2C9-mediated phenytoin metabolism without displacing phenytoin from the active site. Kinetic parameters were also estimated using the two-site binding equation, with alpha values <1 and beta values >1, indicative of activation. Additionally, phenytoin at 10 to 200 microM had no reciprocal effect on the hydroxylation of R-lansoprazole. Meanwhile, R-lansoprazole had no activation effect on diclofenac and S-warfarin metabolism in the incubation study using both recombinant CYP2C9 and human liver microsomes. These substrate-dependent activation effects suggest that phenytoin has a different binding orientation compared with diclofenac and S-warfarin. Overall, these results suggest that R-lansoprazole activates CYP2C9 in a stereospecific and substrate-specific manner, possibly by binding within the active site and inducing positive cooperativity. This is the first report to describe stereoselective activation of this cytochrome P450 isoform.
Collapse
Affiliation(s)
- Kwang-Hyeon Liu
- Department of Pharmacology and PharmacoGenomics Research Center, Inje University College of Medicine and Clinical Pharmacology Center, Busan Paik Hospital, Korea
| | | | | | | | | | | |
Collapse
|
35
|
Abstract
Drug metabolites can uniquely contribute to therapeutic efficacy, toxicity and drug-drug interactions. Therefore, the rates of formation and clearance of each metabolite are crucially important parameters in the net therapeutic profile of new drugs. However, the recent appreciation for the importance of drug metabolism has made it apparent that the understanding of the fundamental kinetic and biophysical properties of the enzymes that are responsible for catalyzing these reactions, the cytochrome P450s, is incomplete. The need to fully comprehend the complex allosteric behavior of these enzymes has fostered increased scrutiny of cytochrome P450s, which has subsequently resulted in major changes in the way that these enzymes are perceived at the molecular level.
Collapse
Affiliation(s)
- William M Atkins
- Department of Medicinal Chemistry, Box 357610, University of Washington, Seattle, WA 98195-7610, USA.
| |
Collapse
|
36
|
Locuson CW, Rock DA, Jones JP. Quantitative Binding Models for CYP2C9 Based on Benzbromarone Analogues†. Biochemistry 2004; 43:6948-58. [PMID: 15170332 DOI: 10.1021/bi049651o] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The cytochrome P450 (CYP) isoforms involved in xenobiotic metabolism are enzymes whose substrate selectivity remains difficult to predict due to wide specificity and dynamic protein-substrate interactions. To uncover the determinants of specificity for cytochrome CYP2C9, a novel library of benzbromarone (bzbr) inhibitors was used to reevaluate its pharmacophore. CoMSIA was used with the bzbr ligands to generate both quantitative binding models and three-dimensional contour plots that pinpoint predicted interactions that are important for binding to 2C9. Since this class of compounds is more potent than any other toward 2C9, the small molecule properties deemed most ideal by the software were used to address protein-ligand interactions using new mutagenesis and structural data. Nine new bzbr analogues provide evidence that specific electrostatic and hydrophobic interactions contribute the most to 2C9's specificity. Three of the new analogues are better isosteres of bzbr that contain bulky groups adjacent to the phenol and have increased pK(a) values. These ligands test the hypothesis that anionic substrates bind with higher affinity to 2C9. Since they have higher affinity than the previous nonacidic analogues, the importance of bulky groups on the phenol ring appears to have been underestimated. CoMSIA models predict that these bulky groups are favorable for their hydrophobicity, while a negative charge is favored at the ketone oxygen rather than the phenol oxygen. The overlap of this ketone with electronegative groups of other 2C9 substrates suggests they act as key positive charge acceptors.
Collapse
Affiliation(s)
- Charles W Locuson
- School of Molecular Biosciences, Washington State University, Pullman, Washington 99164, USA
| | | | | |
Collapse
|