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Rong Y, Kiang TKL. Characterizations of Human UDP-Glucuronosyltransferase Enzymes in the Conjugation of p-Cresol. Toxicol Sci 2021; 176:285-296. [PMID: 32421801 DOI: 10.1093/toxsci/kfaa072] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
p-Cresol is a uremic toxin that is formed by intestinal microbiota and extensively conjugated by first-pass metabolism. p-Cresol glucuronide exerts various forms of cellular toxicity in vitro and is accumulated in the plasma of subjects with kidney disease, where associations with adverse cardiovascular and renal outcomes are evident. The objective of this study was to determine the contributions of human UDP-glucuronosyltransferase (UGT) enzymes in the formation of p-cresol glucuronide. Utilizing commonly expressed hepatic or renal human recombinant UGTs (ie, hrUGT1A1, 1A3, 1A4, 1A6, 1A7, 1A8, 1A9, 1A10, 2B4, 2B7, 2B10, 2B15, and 2B17), hrUGT1A6 and hrUGT1A9 exhibited the highest catalytic activities in the generation of p-cresol glucuronide. The kinetics of p-cresol glucuronide formation in hrUGT1A6 and pooled human liver microsomes were best described by the Hill equation and in hrUGT1A9 and pooled human kidney microsomes by substrate inhibition. Using inhibitory and selective UGT inhibitors (ie, acetaminophen or amentoflavone for UGT1A6 and niflumic acid for UGT1A9), UGT1A6 was identified the predominant enzyme responsible for p-cresol glucuronide production in pooled human liver (78.4%-81.3% contribution) and kidney (54.3%-62.9%) microsomes, whereas UGT1A9 provided minor contributions (2.8% and 35.5%, respectively). The relative contributions of UGT1A6 (72.6 ± 11.3%, mean ± SD) and UGT1A9 (5.7 ± 4.1%) in individual human liver microsomes from 12 adult donors were highly variable, where an inverse association (R = -.784, p = .003) between UGT1A6 contribution and UGT1A9 probe substrate activity (ie, mycophenolic acid) was evident. Our novel findings provide valuable tools for conducting further mechanistic studies and for designing clinical interventions to mitigate the toxicities associated with p-cresol glucuronide.
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Affiliation(s)
- Yan Rong
- Faculty of Pharmacy and Pharmaceutical Sciences, Katz Group Centre for Pharmacy and Health Research, University of Alberta, Edmonton, Alberta T6G 2E1, Canada
| | - Tony K L Kiang
- Faculty of Pharmacy and Pharmaceutical Sciences, Katz Group Centre for Pharmacy and Health Research, University of Alberta, Edmonton, Alberta T6G 2E1, Canada
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Yang JW, Cho W, Lim Y, Park S, Lee D, Jang HA, Kim HS. Evaluation of aromatic hydrocarbon decomposition catalyzed by the dioxygenase system and substitution of ferredoxin and ferredoxin reductase. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2019; 26:34047-34057. [PMID: 30244447 DOI: 10.1007/s11356-018-3200-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2018] [Accepted: 09/11/2018] [Indexed: 05/25/2023]
Abstract
In this study, the catalytic activity and kinetic characteristics of the aromatic hydrocarbon dioxygenase system and the possibility of substituting its ferredoxin and ferredoxin reductase components were evaluated. The genes encoding toluene dioxygenase and toluene dihydrodiol dehydrogenase were cloned from Pseudomonas putida F1, and the corresponding enzymes were overexpressed and purified to homogeneity. Oxidative hydroxylation of toluene to cis-toluene dihydrodiol was catalyzed by toluene dioxygenase, and its subsequent dehydrogenation to 3-methylcatechol was catalyzed by toluene dihydrodiol dehydrogenase. The specific activity of the dioxygenase was 2.82 U/mg-protein, which is highly remarkable compared with the values obtained in previous researches conducted with crude extracts or insoluble forms of enzymes. Kinetic parameters, as characterized by the Hill equation, were vmax = 497.2 μM/min, KM = 542.4 μM, and nH = 2.2, suggesting that toluene dioxygenase has at least three cooperative binding sites for toluene. In addition, the use of alternative ferredoxins and reductases was examined. Ferredoxin cloned from CYP153 could transfer electrons to the iron sulfur protein component of toluene dioxygenase. The ferredoxin could be reduced by ferredoxin, rubredoxin, and putidaredoxin reductases of CYP153, alkane-1 monooxygenase, and camphor 5-monooxygenase, respectively. The results provide useful information regarding the effective enzymatic biotreatment of hazardous aromatic hydrocarbon contaminants.
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Affiliation(s)
- Jun Won Yang
- Civil and Environmental Engineering, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul, 05029, South Korea
| | - Wooyoun Cho
- Civil and Environmental Engineering, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul, 05029, South Korea
| | - Yejee Lim
- Civil and Environmental Engineering, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul, 05029, South Korea
| | - Sungyoon Park
- Civil and Environmental Engineering, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul, 05029, South Korea
| | - Dayoung Lee
- Civil and Environmental Engineering, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul, 05029, South Korea
| | - Hyun-A Jang
- Civil and Environmental Engineering, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul, 05029, South Korea
| | - Han S Kim
- Civil and Environmental Engineering, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul, 05029, South Korea.
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Challenges in assignment of allosteric effects in cytochrome P450-catalyzed substrate oxidations to structural dynamics in the hemoprotein architecture. J Inorg Biochem 2017; 167:100-115. [DOI: 10.1016/j.jinorgbio.2016.11.025] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2016] [Revised: 10/17/2016] [Accepted: 11/22/2016] [Indexed: 12/19/2022]
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Tie Y, McPhail B, Hong H, Pearce BA, Schnackenberg LK, Ge W, Buzatu DA, Wilkes JG, Fuscoe JC, Tong W, Fowler BA, Beger RD, Demchuk E. Modeling chemical interaction profiles: II. Molecular docking, spectral data-activity relationship, and structure-activity relationship models for potent and weak inhibitors of cytochrome P450 CYP3A4 isozyme. Molecules 2012; 17:3407-60. [PMID: 22421793 PMCID: PMC6268819 DOI: 10.3390/molecules17033407] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2012] [Revised: 02/27/2012] [Accepted: 02/28/2012] [Indexed: 01/15/2023] Open
Abstract
Polypharmacy increasingly has become a topic of public health concern, particularly as the U.S. population ages. Drug labels often contain insufficient information to enable the clinician to safely use multiple drugs. Because many of the drugs are bio-transformed by cytochrome P450 (CYP) enzymes, inhibition of CYP activity has long been associated with potentially adverse health effects. In an attempt to reduce the uncertainty pertaining to CYP-mediated drug-drug/chemical interactions, an interagency collaborative group developed a consensus approach to prioritizing information concerning CYP inhibition. The consensus involved computational molecular docking, spectral data-activity relationship (SDAR), and structure-activity relationship (SAR) models that addressed the clinical potency of CYP inhibition. The models were built upon chemicals that were categorized as either potent or weak inhibitors of the CYP3A4 isozyme. The categorization was carried out using information from clinical trials because currently available in vitro high-throughput screening data were not fully representative of the in vivo potency of inhibition. During categorization it was found that compounds, which break the Lipinski rule of five by molecular weight, were about twice more likely to be inhibitors of CYP3A4 compared to those, which obey the rule. Similarly, among inhibitors that break the rule, potent inhibitors were 2–3 times more frequent. The molecular docking classification relied on logistic regression, by which the docking scores from different docking algorithms, CYP3A4 three-dimensional structures, and binding sites on them were combined in a unified probabilistic model. The SDAR models employed a multiple linear regression approach applied to binned 1D 13C-NMR and 1D 15N-NMR spectral descriptors. Structure-based and physical-chemical descriptors were used as the basis for developing SAR models by the decision forest method. Thirty-three potent inhibitors and 88 weak inhibitors of CYP3A4 were used to train the models. Using these models, a synthetic majority rules consensus classifier was implemented, while the confidence of estimation was assigned following the percent agreement strategy. The classifier was applied to a testing set of 120 inhibitors not included in the development of the models. Five compounds of the test set, including known strong inhibitors dalfopristin and tioconazole, were classified as probable potent inhibitors of CYP3A4. Other known strong inhibitors, such as lopinavir, oltipraz, quercetin, raloxifene, and troglitazone, were among 18 compounds classified as plausible potent inhibitors of CYP3A4. The consensus estimation of inhibition potency is expected to aid in the nomination of pharmaceuticals, dietary supplements, environmental pollutants, and occupational and other chemicals for in-depth evaluation of the CYP3A4 inhibitory activity. It may serve also as an estimate of chemical interactions via CYP3A4 metabolic pharmacokinetic pathways occurring through polypharmacy and nutritional and environmental exposures to chemical mixtures.
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Affiliation(s)
- Yunfeng Tie
- Division of Toxicology and Environmental Medicine, Agency for Toxic Substances and Disease Registry, Atlanta, GA 30333, USA; (Y.T.); (B.M.); (B.A.F.)
| | - Brooks McPhail
- Division of Toxicology and Environmental Medicine, Agency for Toxic Substances and Disease Registry, Atlanta, GA 30333, USA; (Y.T.); (B.M.); (B.A.F.)
| | - Huixiao Hong
- Division of Systems Biology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR 72079, USA; (H.H.); (B.A.P.); (L.K.S.); (W.G.); (D.A.B.); (J.G.W.); (J.C.F.); (W.T.); (R.D.B.)
| | - Bruce A. Pearce
- Division of Systems Biology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR 72079, USA; (H.H.); (B.A.P.); (L.K.S.); (W.G.); (D.A.B.); (J.G.W.); (J.C.F.); (W.T.); (R.D.B.)
| | - Laura K. Schnackenberg
- Division of Systems Biology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR 72079, USA; (H.H.); (B.A.P.); (L.K.S.); (W.G.); (D.A.B.); (J.G.W.); (J.C.F.); (W.T.); (R.D.B.)
| | - Weigong Ge
- Division of Systems Biology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR 72079, USA; (H.H.); (B.A.P.); (L.K.S.); (W.G.); (D.A.B.); (J.G.W.); (J.C.F.); (W.T.); (R.D.B.)
| | - Dan A. Buzatu
- Division of Systems Biology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR 72079, USA; (H.H.); (B.A.P.); (L.K.S.); (W.G.); (D.A.B.); (J.G.W.); (J.C.F.); (W.T.); (R.D.B.)
| | - Jon G. Wilkes
- Division of Systems Biology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR 72079, USA; (H.H.); (B.A.P.); (L.K.S.); (W.G.); (D.A.B.); (J.G.W.); (J.C.F.); (W.T.); (R.D.B.)
| | - James C. Fuscoe
- Division of Systems Biology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR 72079, USA; (H.H.); (B.A.P.); (L.K.S.); (W.G.); (D.A.B.); (J.G.W.); (J.C.F.); (W.T.); (R.D.B.)
| | - Weida Tong
- Division of Systems Biology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR 72079, USA; (H.H.); (B.A.P.); (L.K.S.); (W.G.); (D.A.B.); (J.G.W.); (J.C.F.); (W.T.); (R.D.B.)
| | - Bruce A. Fowler
- Division of Toxicology and Environmental Medicine, Agency for Toxic Substances and Disease Registry, Atlanta, GA 30333, USA; (Y.T.); (B.M.); (B.A.F.)
| | - Richard D. Beger
- Division of Systems Biology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR 72079, USA; (H.H.); (B.A.P.); (L.K.S.); (W.G.); (D.A.B.); (J.G.W.); (J.C.F.); (W.T.); (R.D.B.)
| | - Eugene Demchuk
- Division of Toxicology and Environmental Medicine, Agency for Toxic Substances and Disease Registry, Atlanta, GA 30333, USA; (Y.T.); (B.M.); (B.A.F.)
- Department of Basic Pharmaceutical Sciences, West Virginia University, Morgantown, WV 26506-9530, USA
- Author to whom correspondence should be addressed; ; Tel.: +1-770-488-3327; Fax: +1-404-248-4142
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McPhail B, Tie Y, Hong H, Pearce BA, Schnackenberg LK, Ge W, Fuscoe JC, Tong W, Buzatu DA, Wilkes JG, Fowler BA, Demchuk E, Beger RD. Modeling chemical interaction profiles: I. Spectral data-activity relationship and structure-activity relationship models for inhibitors and non-inhibitors of cytochrome P450 CYP3A4 and CYP2D6 isozymes. Molecules 2012; 17:3383-406. [PMID: 22421792 PMCID: PMC6268752 DOI: 10.3390/molecules17033383] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2012] [Revised: 02/27/2012] [Accepted: 02/28/2012] [Indexed: 02/07/2023] Open
Abstract
An interagency collaboration was established to model chemical interactions that may cause adverse health effects when an exposure to a mixture of chemicals occurs. Many of these chemicals—drugs, pesticides, and environmental pollutant—interact at the level of metabolic biotransformations mediated by cytochrome P450 (CYP) enzymes. In the present work, spectral data-activity relationship (SDAR) and structure-activity relationship (SAR) approaches were used to develop machine-learning classifiers of inhibitors and non-inhibitors of the CYP3A4 and CYP2D6 isozymes. The models were built upon 602 reference pharmaceutical compounds whose interactions have been deduced from clinical data, and 100 additional chemicals that were used to evaluate model performance in an external validation (EV) test. SDAR is an innovative modeling approach that relies on discriminant analysis applied to binned nuclear magnetic resonance (NMR) spectral descriptors. In the present work, both 1D 13C and 1D 15N-NMR spectra were used together in a novel implementation of the SDAR technique. It was found that increasing the binning size of 1D 13C-NMR and 15N-NMR spectra caused an increase in the tenfold cross-validation (CV) performance in terms of both the rate of correct classification and sensitivity. The results of SDAR modeling were verified using SAR. For SAR modeling, a decision forest approach involving from 6 to 17 Mold2 descriptors in a tree was used. Average rates of correct classification of SDAR and SAR models in a hundred CV tests were 60% and 61% for CYP3A4, and 62% and 70% for CYP2D6, respectively. The rates of correct classification of SDAR and SAR models in the EV test were 73% and 86% for CYP3A4, and 76% and 90% for CYP2D6, respectively. Thus, both SDAR and SAR methods demonstrated a comparable performance in modeling a large set of structurally diverse data. Based on unique NMR structural descriptors, the new SDAR modeling method complements the existing SAR techniques, providing an independent estimator that can increase confidence in a structure-activity assessment. When modeling was applied to hazardous environmental chemicals, it was found that up to 20% of them may be substrates and up to 10% of them may be inhibitors of the CYP3A4 and CYP2D6 isoforms. The developed models provide a rare opportunity for the environmental health branch of the public health service to extrapolate to hazardous chemicals directly from human clinical data. Therefore, the pharmacological and environmental health branches are both expected to benefit from these reported models.
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Affiliation(s)
- Brooks McPhail
- Division of Toxicology and Environmental Medicine, Agency for Toxic Substances and Disease Registry, Atlanta, GA 30333, USA; (B.M.); (Y.T.); (B.A.F.)
| | - Yunfeng Tie
- Division of Toxicology and Environmental Medicine, Agency for Toxic Substances and Disease Registry, Atlanta, GA 30333, USA; (B.M.); (Y.T.); (B.A.F.)
| | - Huixiao Hong
- Division of Systems Biology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR 72079, USA; (H.H.); (B.A.P.); (L.K.S.); (W.G.); (J.C.F.); (W.T.); (D.A.B.); (J.G.W.); (R.D.B.)
| | - Bruce A. Pearce
- Division of Systems Biology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR 72079, USA; (H.H.); (B.A.P.); (L.K.S.); (W.G.); (J.C.F.); (W.T.); (D.A.B.); (J.G.W.); (R.D.B.)
| | - Laura K. Schnackenberg
- Division of Systems Biology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR 72079, USA; (H.H.); (B.A.P.); (L.K.S.); (W.G.); (J.C.F.); (W.T.); (D.A.B.); (J.G.W.); (R.D.B.)
| | - Weigong Ge
- Division of Systems Biology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR 72079, USA; (H.H.); (B.A.P.); (L.K.S.); (W.G.); (J.C.F.); (W.T.); (D.A.B.); (J.G.W.); (R.D.B.)
| | - James C. Fuscoe
- Division of Systems Biology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR 72079, USA; (H.H.); (B.A.P.); (L.K.S.); (W.G.); (J.C.F.); (W.T.); (D.A.B.); (J.G.W.); (R.D.B.)
| | - Weida Tong
- Division of Systems Biology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR 72079, USA; (H.H.); (B.A.P.); (L.K.S.); (W.G.); (J.C.F.); (W.T.); (D.A.B.); (J.G.W.); (R.D.B.)
| | - Dan A. Buzatu
- Division of Systems Biology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR 72079, USA; (H.H.); (B.A.P.); (L.K.S.); (W.G.); (J.C.F.); (W.T.); (D.A.B.); (J.G.W.); (R.D.B.)
| | - Jon G. Wilkes
- Division of Systems Biology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR 72079, USA; (H.H.); (B.A.P.); (L.K.S.); (W.G.); (J.C.F.); (W.T.); (D.A.B.); (J.G.W.); (R.D.B.)
| | - Bruce A. Fowler
- Division of Toxicology and Environmental Medicine, Agency for Toxic Substances and Disease Registry, Atlanta, GA 30333, USA; (B.M.); (Y.T.); (B.A.F.)
| | - Eugene Demchuk
- Division of Toxicology and Environmental Medicine, Agency for Toxic Substances and Disease Registry, Atlanta, GA 30333, USA; (B.M.); (Y.T.); (B.A.F.)
- Department of Basic Pharmaceutical Sciences, West Virginia University, Morgantown, WV 26506-9530, USA
- Author to whom correspondence should be addressed; ; Tel.: +1-770-488-3327; Fax: +1-404-248-4142
| | - Richard D. Beger
- Division of Systems Biology, National Center for Toxicological Research, U.S. Food and Drug Administration, Jefferson, AR 72079, USA; (H.H.); (B.A.P.); (L.K.S.); (W.G.); (J.C.F.); (W.T.); (D.A.B.); (J.G.W.); (R.D.B.)
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Denisov IG, Sligar SG. A novel type of allosteric regulation: functional cooperativity in monomeric proteins. Arch Biochem Biophys 2012; 519:91-102. [PMID: 22245335 PMCID: PMC3329180 DOI: 10.1016/j.abb.2011.12.017] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2011] [Revised: 12/19/2011] [Accepted: 12/20/2011] [Indexed: 10/14/2022]
Abstract
Cooperative functional properties and allosteric regulation in cytochromes P450 play an important role in xenobiotic metabolism and define one of the main mechanisms of drug-drug interactions. Recent experimental results suggest that ability to bind simultaneously two or more small organic molecules can be the essential feature of cytochrome P450 fold, and often results in rich and complex pattern of allosteric behavior. Manifestations of non-Michaelis kinetics include homotropic and heterotropic activation and inhibition effects depending on the stoichiometric ratios of substrate and effector, changes in the regio- and stereospecificity of catalytic transformations, and often give rise to the clinically important drug-drug interactions. In addition, functional response of P450 systems is modulated by the presence of specific and non-specific effector molecules, metal ions, membrane incorporation, formation of homo- and hetero-oligomers, and interactions with the protein redox partners. In this article we briefly overview the main factors contributing to the allosteric effects in cytochromes P450 with the main focus on the sources of cooperative behavior in xenobiotic metabolizing monomeric heme enzymes with their conformational flexibility and extremely broad substrate specificity. The novel mechanism of functional cooperativity in P450 enzymes does not require substantial binding cooperativity, rather it implies the presence of one or more binding sites with higher affinity than the single catalytically active site in the vicinity of the heme iron.
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Affiliation(s)
- Ilia G. Denisov
- Department of Biochemistry, University of Illinois, Urbana, IL, 61801
| | - Stephen G. Sligar
- Department of Biochemistry, University of Illinois, Urbana, IL, 61801
- Beckman Institute, University of Illinois, Urbana, IL, 61801
- School of Molecular and Cellular Biology, University of Illinois, Urbana, IL, 61801
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7
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Pearson JT, Siu S, Meininger DP, Wienkers LC, Rock DA. In Vitro Modulation of Cytochrome P450 Reductase Supported Indoleamine 2,3-Dioxygenase Activity by Allosteric Effectors Cytochrome b5 and Methylene Blue. Biochemistry 2010; 49:2647-56. [DOI: 10.1021/bi100022c] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Affiliation(s)
- Josh T. Pearson
- Biochemistry and Biophysics Group, Department of Pharmacokinetics and Drug Metabolism
| | | | | | - Larry C. Wienkers
- Biochemistry and Biophysics Group, Department of Pharmacokinetics and Drug Metabolism
| | - Dan A. Rock
- Biochemistry and Biophysics Group, Department of Pharmacokinetics and Drug Metabolism
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8
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Fowler S, Zhang H. In vitro evaluation of reversible and irreversible cytochrome P450 inhibition: current status on methodologies and their utility for predicting drug-drug interactions. AAPS J 2008; 10:410-24. [PMID: 18686042 PMCID: PMC2751392 DOI: 10.1208/s12248-008-9042-7] [Citation(s) in RCA: 123] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2008] [Accepted: 04/28/2008] [Indexed: 12/28/2022] Open
Abstract
It is widely accepted that today's practice of polypharmacy inevitably increases the incidence of drug-drug interactions (DDIs). Serious DDI is a major liability for any new chemical entity (NCE) entering the pharmaceutical market. As such, pharmaceutical companies employ various strategies to avoid problematic compounds for clinical development. A key cause for DDIs is the inhibition of cytochrome P450 enzymes (CYPs) that are responsible for metabolic clearance of many drugs. Screening for inhibition potency of CYPs by NCEs has therefore become a routine practice during the drug discovery stage. However, in order to make proper use of DDI data, an understanding of the strengths and weaknesses of the various experimental systems in current use is required. An illustrated review of experimental practices is presented with discussion of likely future developments. The combination of high quality in vitro data generation and the application of in vivo CYP inhibition modelling approaches should allow more informed decisions to be made in the search for drug molecules with acceptable DDI characteristics.
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Affiliation(s)
- Stephen Fowler
- Drug Metabolism and Pharmacokinetics, F. Hoffmann La-Roche Ltd., 4070, Basel, Switzerland.
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9
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Isin EM, Guengerich FP. Multiple Sequential Steps Involved in the Binding of Inhibitors to Cytochrome P450 3A4. J Biol Chem 2007; 282:6863-74. [PMID: 17200113 DOI: 10.1074/jbc.m610346200] [Citation(s) in RCA: 67] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Cytochrome P450 (P450) 3A4 is an extensively studied human enzyme involved in the metabolism of >50% of drugs. The mechanism of the observed homotropic and heterotropic cooperativity in P450 3A4-catalyzed oxidations is not well understood, and together with the cooperative behavior, a detailed understanding of interaction of drug inhibitors with P450 3A4 is important in predicting clinical drug-drug interactions. The interactions of P450 3A4 with several structurally diverse inhibitors were investigated using both kinetic and thermodynamic approaches to resolve the steps involved in binding of these ligands. The results of pre-steady-state absorbance and fluorescence experiments demonstrate that inhibitor binding is clearly a multistep process, even more complex than the binding of substrates. Based on spectrophotometric equilibrium binding titrations as well as isothermal titration calorimetry experiments, the stoichiometry of binding appears to be 1:1 in the concentration ranges studied. Using a sequential-mixing stopped-flow approach, we were also able to show that the observed multiphasic binding kinetics is the result of sequential events as opposed to the existence of multiple enzyme populations in dynamic equilibrium that interact with ligands at different rates. We propose a three-step minimal model for inhibitor binding, developed with kinetic simulations, consistent with our previously reported model for the binding of substrates, although it is possible that even more steps are involved.
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Affiliation(s)
- Emre M Isin
- Department of Biochemistry and Center in Molecular Toxicology, Vanderbilt University School of Medicine, Nashville, Tennessee 37232-0146, USA
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10
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Atkins WM. Current views on the fundamental mechanisms of cytochrome P450 allosterism. Expert Opin Drug Metab Toxicol 2006; 2:573-9. [PMID: 16859405 DOI: 10.1517/17425255.2.4.573] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Clinically relevant cytochrome P450 (CYP)-dependent drug metabolism and drug-drug interactions remain difficult to predict on the basis of in vitro data. One contribution to this difficulty is the complex allosteric kinetics that CYPs exhibit in vitro. In principle, an understanding of this behaviour at the molecular level could improve in vitro-in vivo correlations and prediction of in vivo drug behaviour. Recent results suggest a multiplicity of allosteric mechanisms, including drug-dependent conformational changes and protein conformational heterogeneity, occupancy by separate drug molecules of discrete binding sites, potentially at remote locations, and drug concentration-dependent or effector concentration-dependent orientation within the active site of the drug being metabolised. Most importantly, the recent research provides optimism that we can understand these complex enzymes; the research has included the creative use of biophysical techniques previously thought to be inapplicable to CYPs.
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Affiliation(s)
- William M Atkins
- University of Washington, Department of Medicinal Chemistry, Seattle, 98195-7610, USA.
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11
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Pearson JT, Hill JJ, Swank J, Isoherranen N, Kunze KL, Atkins WM. Surface plasmon resonance analysis of antifungal azoles binding to CYP3A4 with kinetic resolution of multiple binding orientations. Biochemistry 2006; 45:6341-53. [PMID: 16700545 PMCID: PMC2701698 DOI: 10.1021/bi0600042] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The heme-containing cytochrome P450s (CYPs) are a major enzymatic determinant of drug clearance and drug-drug interactions. The CYP3A4 isoform is inhibited by antifungal imidazoles or triazoles, which form low-spin heme iron complexes via formation of a nitrogen-ferric iron coordinate bond. However, CYP3A4 also slowly oxidizes the antifungal itraconazole (ITZ) at a site that is approximately 25 A from the triazole nitrogens, suggesting that large antifungal azoles can adopt multiple orientations within the CYP3A4 active site. Here, we report a surface plasmon resonance (SPR) analysis with kinetic resolution of two binding modes of ITZ, and the related drug ketoconazole (KTZ). SPR reveals a very slow off-rate for one binding orientation. Multiphasic binding kinetics are observed, and one of the two binding components resolved by curve fitting exhibits "equilibrium overshoot". Preloading of CYP3A4 with the heme ligand imidazole abolishes this component of the antifungal azole binding trajectories, and it eliminates the conspicuously slow off-rate. The fractional populations of CYP3A4 complexes corresponding to different drug orientations can be manipulated by altering the duration of the pulse of drug exposure. UV-vis difference absorbance titrations yield low-spin spectra and K(D) values that are consistent with the high-affinity complex resolved by SPR. These results demonstrate that ITZ and KTZ bind in multiple orientations, including a catalytically productive mode and a slowly dissociating inhibitory mode. Most importantly, they provide the first example of a SPR-based method for the kinetic characterization of binding of a drug to any human CYP, including mechanistic insight not available from other methods.
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Affiliation(s)
- Josh T Pearson
- Department of Medicinal Chemistry, University of Washington, Seattle, Washington 98195-7610, USA
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Fernando H, Halpert JR, Davydov DR. Resolution of multiple substrate binding sites in cytochrome P450 3A4: the stoichiometry of the enzyme-substrate complexes probed by FRET and Job's titration. Biochemistry 2006; 45:4199-209. [PMID: 16566594 PMCID: PMC2596942 DOI: 10.1021/bi052491b] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
To explore the mechanism of homotropic cooperativity in human cytochrome P450 3A4 (CYP3A4) we studied the interactions of the enzyme with 1-pyrenebutanol (1-PB), 1-pyrenemethylamine (PMA), and bromocriptine by FRET from the substrate fluorophore to the heme, and by absorbance spectroscopy. These approaches combined with an innovative setup of titration-by-dilution and continuous variation (Job's titration) experiments allowed us to probe the relationship between substrate binding and the subsequent spin transition caused by 1-PB or bromocriptine or the type-II spectral changes caused by PMA. The 1-PB-induced spin shift in CYP3A4 reveals prominent homotropic cooperativity, which is characterized by a Hill coefficient of 1.8 +/- 0.3 (S50 = 8.0 +/- 1.1 microM). In contrast, the interactions of CYP3A4 with bromocriptine or PMA reveal no cooperativity, exhibiting KD values of 0.31 +/- 0.08 microM and 7.1 +/- 2.3 microM, respectively. The binding of all three substrates monitored by FRET in titration-by-dilution experiments at an enzyme:substrate ratio of 1 reveals a simple bimolecular interaction with KD values of 0.16 +/- 0.09, 4.8 +/- 1.4, and 0.18 +/- 0.09 microM for 1-PB, PMA, and bromocriptine, respectively. Correspondingly, Job's titration experiments showed that the 1-PB-induced spin shift reflects the formation of a complex of the enzyme with two substrate molecules, while bromocriptine and PMA exhibit 1:1 binding stoichiometry. Combining the results of Job's titrations with the value of KD obtained in our FRET experiments, we demonstrate that the interactions of CYP3A4 with 1-PB obey a sequential binding mechanism, where the spin transition is triggered by the binding of 1-PB to the low-affinity site, which becomes possible only upon saturation of the high-affinity site.
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Affiliation(s)
| | | | - Dmitri R. Davydov
- Corresponding author: E-mail: . Tel.: (409) 772-9658; Fax: (409) 772-9642
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Isin EM, Guengerich FP. Kinetics and Thermodynamics of Ligand Binding by Cytochrome P450 3A4. J Biol Chem 2006; 281:9127-36. [PMID: 16467307 DOI: 10.1074/jbc.m511375200] [Citation(s) in RCA: 124] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Cytochrome P450 (P450) 3A4, the major catalyst involved in human drug oxidation, displays substrate- and reaction-dependent homotropic and heterotropic cooperative behavior. Although several models have been proposed, these mainly rely on steady-state kinetics and do not provide information on the contribution of the individual steps of P450 catalytic cycle to the observed cooperativity. In this work, we focused on the kinetics of substrate binding, and the fluorescent properties of bromocriptine and alpha-naphthoflavone allowed analysis of an initial ligand-P450 3A4 interaction that does not cause a perturbation of the heme spectrum. The binding stoichiometry for bromocriptine was determined to be unity using isothermal titration calorimetry and equilibrium dialysis methods, suggesting that the ligand bound to the peripheral site during the initial encounter dissociates subsequently. A three-step substrate binding model is proposed, based on absorbance and fluorescence stopped-flow kinetic data and equilibrium binding data obtained with bromocriptine, and evaluated using kinetic modeling. The results are consistent with the substrate molecule binding at a site peripheral to the active site and subsequently moving toward the active site to bind to the heme and resulting in a low to high spin iron shift. The last step is attributed to a conformational change in the enzyme active site. The later steps of binding were shown to have rate constants comparable with the subsequent steps of the catalytic cycle. The P450 3A4 binding process is more complex than a two-state system, and the overlap of rates of some of the events with subsequent steps is proposed to underlie the observed cooperativity.
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Affiliation(s)
- Emre M Isin
- Department of Biochemistry and Center in Molecular Toxicology, Vanderbilt University School of Medicine, Nashville, Tennessee 37232-0146, USA
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Abstract
The cytochrome P450 monooxygenases (CYPs) are the dominant enzyme system responsible for xenobiotic detoxification and drug metabolism. Several CYP isoforms exhibit non-Michaelis-Menten, or “atypical,” steady state kinetic patterns. The allosteric kinetics confound prediction of drug metabolism and drug-drug interactions, and they challenge the theoretical paradigms of allosterism. Both homotropic and heterotropic ligand effects are now widely documented. It is becoming apparent that multiple ligands can simultaneously bind within the active sites of individual CYPs, and the kinetic parameters change with ligand occupancy. In fact, the functional effect of any specific ligand as an activator or inhibitor can be substrate dependent. Divergent approaches, including kinetic modeling and X-ray crystallography, are providing new information about how multiple ligand binding yields complex CYP kinetics.
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Affiliation(s)
- William M Atkins
- Department of Medicinal Chemistry, University of Washington, Seattle 98195-7610, USA.
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James MO, Lou Z, Rowland-Faux L, Celander MC. Properties and regional expression of a CYP3A-like protein in channel catfish intestine. AQUATIC TOXICOLOGY (AMSTERDAM, NETHERLANDS) 2005; 72:361-371. [PMID: 15848255 DOI: 10.1016/j.aquatox.2005.03.001] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Biotransformation in the intestine may influence the bioavailability and toxicity of ingested xenobiotics. The objective of this study was to examine the expression and catalytic properties of a constitutive cytochrome P450 (CYP) 3A-like protein along the intestine of channel catfish, Ictalurus punctatus. Fish were maintained on commercial chow or nutritionally complete semi-purified diets. Polyclonal antibodies generated against rainbow trout CYP3A proteins reacted strongly with catfish washed intestinal microsomes on Western blots showing a major protein band with MW of 59 kDa. In catfish maintained on a standard chow diet, the expression of this protein was higher in the proximal segment (0.101 +/- 0.031 units/mg protein, mean +/- S.D., n = 4) than in the distal part (0.032 +/- 0.023 units/mg protein). Microsomal testosterone 6beta-hydroxylation activity was monitored as the catalytic indicator of CYP3A, and was higher in proximal than distal catfish intestine (263 +/- 80.3 and 88.6 +/- 15.6 pmol/min/mg protein for proximal and distal, respectively, mean +/- S.D., n = 4). CYP3A protein levels and testosterone 6beta-hydroxylation activities were lower in microsomes from the proximal segment of intestine from catfish maintained on a semi-purified diet, compared with commercial chow, but again the proximal intestine had higher CYP3A and 6beta-hydroxylase activities than distal intestine. Testosterone 6beta-hydroxylase activities in all samples correlated with the CYP3A protein levels, r2 = 0.8. Testosterone 6beta-hydroxylation was inhibited by specific CYP3A inhibitors, ketoconazole (IC50 = 0.02 microM) and erythromycin (IC50 = 41 microM), as well as general CYP inhibitors, metyrapone (IC50 = 2.8 microM) and SKF-525A (IC50 = 25 microM). There was evidence for the involvement of CYP3A in the mono-oxygenation of benzo(a)pyrene and of (-)-benzo(a)pyrene-7,8-dihydrodiol in intestinal microsomes from catfish maintained on the semi-purified diet. Mono-oxygenation of both substrates was increased in a concentration-dependent manner by in vitro addition of alpha-naphthoflavone. Benzo(a)pyrene hydroxylase activities were higher in proximal than in distal intestine; 3.72 +/- 0.77 pmol/min/mg protein, mean +/- S.D., n = 5 and 1.45 +/- 0.42 in these respective segments. The results of this study strongly suggest that CYP3A is important in the first pass metabolism of dietary xenobiotics in untreated fish.
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Affiliation(s)
- Margaret O James
- Department of Medicinal Chemistry, University of Florida, Gainesville, FL 32610-0485, USA.
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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.
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Affiliation(s)
- William M Atkins
- Department of Medicinal Chemistry, Box 357610, University of Washington, Seattle, WA 98195-7610, USA.
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