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Ailabouni AS, Vijaywargi G, Subash S, Singh DK, Gaborik Z, Prasad B. Is N1-Methylnicotinamide a Good Organic Cation Transporter 2 (OCT2) Biomarker? Metabolites 2025; 15:80. [PMID: 39997705 PMCID: PMC11857448 DOI: 10.3390/metabo15020080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2024] [Revised: 01/15/2025] [Accepted: 01/25/2025] [Indexed: 02/26/2025] Open
Abstract
Background/Objectives: The impact of potential precipitant drugs on plasma or urinary exposure of endogenous biomarkers is emerging as an alternative approach to evaluating drug-drug interaction (DDI) liability. N1-Methylnicotinamide (NMN) has been proposed as a potential biomarker for renal organic cation transporter 2 (OCT2). NMN is synthesized in the liver from nicotinamide by nicotinamide N-methyltransferase (NNMT) and is subsequently metabolized by aldehyde oxidase (AO). Multiple clinical studies have shown a reduction in NMN plasma concentration following the administration of OCT inhibitors such as cimetidine, trimethoprim, and pyrimethamine, which contrasts with their inhibition of NMN renal clearance by OCT2. We hypothesized that OCT1-mediated NMN release from hepatocytes is inhibited by the administration of OCT inhibitors. Methods: Re-analysis of the reported NMN pharmacokinetics with and without OCT inhibitor exposure was performed. We assessed the effect of cimetidine on NMN uptake in OCT1-HEK293 cells and evaluated the potential confounding effects of cimetidine on enzymes involved in NMN formation and metabolism. Results: A re-analysis of previous NMN pharmacokinetic DDI data suggests that NMN plasma systemic exposure decreased by 17-41% during the first 4 h following different OCT inhibitor administration except dolutegravir. Our findings indicate that NMN uptake was significantly higher (by 2.5-fold) in OCT1-HEK293 cells compared to mock cells, suggesting that NMN is a substrate of OCT1. Additionally, our results revealed that cimetidine does not inhibit NNMT and AO activity. Conclusions: Our findings emphasize the limitations of using NMN as an OCT2 biomarker and reveal potential mechanisms behind the reduction in NMN plasma levels associated with OCT inhibitors. Instead, our data suggest that NMN could be tested further as a potential biomarker for OCT1 activity.
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Affiliation(s)
- Anoud Sameer Ailabouni
- Department of Pharmaceutical Sciences, Washington State University, Spokane, WA 99202, USA; (A.S.A.); (G.V.); (S.S.); (D.K.S.)
| | - Gautam Vijaywargi
- Department of Pharmaceutical Sciences, Washington State University, Spokane, WA 99202, USA; (A.S.A.); (G.V.); (S.S.); (D.K.S.)
| | - Sandhya Subash
- Department of Pharmaceutical Sciences, Washington State University, Spokane, WA 99202, USA; (A.S.A.); (G.V.); (S.S.); (D.K.S.)
| | - Dilip Kumar Singh
- Department of Pharmaceutical Sciences, Washington State University, Spokane, WA 99202, USA; (A.S.A.); (G.V.); (S.S.); (D.K.S.)
| | | | - Bhagwat Prasad
- Department of Pharmaceutical Sciences, Washington State University, Spokane, WA 99202, USA; (A.S.A.); (G.V.); (S.S.); (D.K.S.)
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Tang LWT, Shi Y, Sharma R, Obach RS. The Drug-Drug Interaction between Erlotinib and OSI-930 Is Mediated through Aldehyde Oxidase Inhibition. Drug Metab Dispos 2024; 52:1020-1028. [PMID: 38889967 DOI: 10.1124/dmd.124.001802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Revised: 06/11/2024] [Accepted: 06/13/2024] [Indexed: 06/20/2024] Open
Abstract
The propensity for aldehyde oxidase (AO) substrates to be implicated in drug-drug interactions (DDIs) is not well understood due to the dearth of potent inhibitors that elicit in vivo inhibition of AO. Although there is only one reported instance of DDI that has been ascribed to the inhibition of AO to date, the supporting evidence for this clinical interaction is rather tenuous, and its veracity has been called into question. Our group recently reported that the epidermal growth factor receptor inhibitor erlotinib engendered potent time-dependent inhibition of AO with inactivation kinetic constants in the same order of magnitude as its free circulating plasma concentrations. At the same time, it was previously reported that the concomitant administration of erlotinib with the investigational drug OSI-930 culminated in a an approximately twofold increase in its systemic exposure. Although the basis underpinning this interaction remains unclear, the structure of OSI-930 contains a quinoline motif that is amenable to oxidation at the electrophilic carbon adjacent to the nitrogen atom by molybdenum-containing hydroxylases like AO. In this study, we conducted metabolite identification that revealed that OSI-930 undergoes AO metabolism to a mono-oxygenated 2-oxo metabolite and assessed its formation kinetics in human liver cytosol. Additionally, reaction phenotyping in human hepatocytes revealed that AO contributes nearly 50% to the overall metabolism of OSI-930. Finally, modeling the interaction between erlotinib and OSI-930 using a mechanistic static model projected an ∼1.85-fold increase in the systemic exposure of OSI-930, which accurately recapitulated clinical observations. SIGNIFICANCE STATEMENT: This study delineates an aldehyde oxidase (AO) metabolic pathway in the investigational drug OSI-930 for the first time and confirmed that it represented a major route of metabolism through reaction phenotyping in human hepatocytes. Our study provided compelling mechanistic and modeling evidence for the first instance of an AO-mediated clinical drug-drug interaction stemming from the in vivo inhibition of the AO-mediated quinoline 2-oxidation pathway in OSI-930 by erlotinib.
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Affiliation(s)
- Lloyd Wei Tat Tang
- Pharmacokinetics, Dynamics, and Metabolism, Pfizer Inc., Groton, Connecticut
| | - Yuanyuan Shi
- Pharmacokinetics, Dynamics, and Metabolism, Pfizer Inc., Groton, Connecticut
| | - Raman Sharma
- Pharmacokinetics, Dynamics, and Metabolism, Pfizer Inc., Groton, Connecticut
| | - R Scott Obach
- Pharmacokinetics, Dynamics, and Metabolism, Pfizer Inc., Groton, Connecticut
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3
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Subash S, Singh DK, Ahire D, Khojasteh SC, Murray BP, Zientek MA, Jones RS, Kulkarni P, Zubair F, Smith BJ, Heyward S, Leeder JS, Prasad B. Ontogeny of Human Liver Aldehyde Oxidase: Developmental Changes and Implications for Drug Metabolism. Mol Pharm 2024; 21:2740-2750. [PMID: 38717252 DOI: 10.1021/acs.molpharmaceut.3c01147] [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] [Indexed: 06/04/2024]
Abstract
Despite the increasing importance of aldehyde oxidase (AO) in the drug metabolism of clinical candidates, ontogeny data for AO are limited. The objective of our study was to characterize the age-dependent AO content and activity in the human liver cytosolic fraction (HLC) and human hepatocytes (HH). HLC (n = 121 donors) and HH (n = 50 donors) were analyzed for (1) AO protein content by quantitative proteomics and (2) enzyme activity using carbazeran as a probe substrate. AO activity showed high technical variability and poor correlation with the content in HLC samples, whereas hepatocyte samples showed a strong correlation between the content and activity. Similarly, AO content and activity showed no significant age-dependent differences in HLC samples, whereas the average AO content and activity in hepatocytes increased significantly (∼20-40-fold) from the neonatal levels (0-28 days). Based on the hepatocyte data, the age at which 50% of the adult AO content is reached (age50) was 3.15 years (0.32-13.97 years, 95% CI). Metabolite profiling of carbazeran revealed age-dependent metabolic switching and the role of non-AO mechanisms (glucuronidation and desmethylation) in carbazeran elimination. The content-activity correlation in hepatocytes improved significantly (R2 = 0.95; p < 0.0001) in samples showing <10% contribution of glucuronidation toward the overall metabolism, confirming that AO-mediated oxidation and glucuronidation are the key routes of carbazeran metabolism. Considering the confounding effect of glucuronidation on AO activity, AO content-based ontogeny data are a more direct reflection of developmental changes in protein expression. The comprehensive ontogeny data of AO in HH samples are more reliable than HLC data, which are important for developing robust physiologically based pharmacokinetic models for predicting AO-mediated metabolism in children.
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Affiliation(s)
- Sandhya Subash
- College of Pharmacy and Pharmaceutical Sciences, Washington State University (WSU), Spokane, Washington 99202, United States
| | - Dilip K Singh
- College of Pharmacy and Pharmaceutical Sciences, Washington State University (WSU), Spokane, Washington 99202, United States
| | - Deepak Ahire
- College of Pharmacy and Pharmaceutical Sciences, Washington State University (WSU), Spokane, Washington 99202, United States
| | - S Cyrus Khojasteh
- Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California 94080, United States
| | - Bernard P Murray
- Drug Metabolism, Gilead Sciences, Inc., Foster City, California 94404, United States
| | - Michael A Zientek
- Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, Inc., San Diego, California 92121, United States
| | - Robert S Jones
- Drug Metabolism and Pharmacokinetics, Genentech, Inc., South San Francisco, California 94080, United States
| | - Priyanka Kulkarni
- Drug Metabolism and Pharmacokinetics, Takeda Pharmaceuticals, Inc., Cambridge, Massachusetts 02139, United States
| | - Faizan Zubair
- Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, Inc., San Diego, California 92121, United States
| | - Bill J Smith
- Terminal Phase Consulting LLC, Colorado Springs, Colorado 94404, United States
| | - Scott Heyward
- BioIVT, Inc., Baltimore, Maryland 21227, United States
| | - J Steven Leeder
- Department of Pediatrics, Children's Mercy Hospital, Kansas City, Missouri 64108, United States
| | - Bhagwat Prasad
- College of Pharmacy and Pharmaceutical Sciences, Washington State University (WSU), Spokane, Washington 99202, United States
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4
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Tang LWT, DaSilva E, Lapham K, Obach RS. Evaluation of Icotinib as a Potent and Selective Inhibitor of Aldehyde Oxidase for Reaction Phenotyping in Human Hepatocytes. Drug Metab Dispos 2024; 52:565-573. [PMID: 38565303 DOI: 10.1124/dmd.124.001693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 03/18/2024] [Accepted: 03/18/2024] [Indexed: 04/04/2024] Open
Abstract
Aldehyde oxidase (AO) is a molybdenum cofactor-containing cytosolic enzyme that has gained prominence due to its involvement in the developmental failure of several drug candidates in first-in-human trials. Unlike cytochrome P450s (P450) and glucuronosyltransferase, AO substrates have been plagued by poor in vitro to in vivo extrapolation, leading to low systemic exposures and underprediction of human dose. However, apart from measuring a drug's AO clearance rates, it is also important to determine the relative contribution to metabolism by this enzyme (fm,AO). Although hydralazine is the most well-studied time-dependent inhibitor (TDI) of AO and is frequently employed for AO reaction phenotyping in human hepatocytes to derive fm,AO, multiple studies have expressed concerns pertaining to its utility in providing accurate estimates of fm,AO values due to its propensity to significantly inhibit P450s at the concentrations typically used for reaction phenotyping. In this study, we characterized icotinib, a cyclized analog of erlotinib, as a potent TDI of AO-inactivating human liver cytosolic zoniporide 2-oxidation equipotently with erlotinib with a maximal inactivate rate/inactivator concentration at half maximal inactivation rate (K I) ratio of 463 and 501 minute-1mM-1 , respectively. Moreover, icotinib also exhibits selectivity against P450 and elicits significantly weaker inhibition against human liver microsomal UGT1A1/3 as compared with erlotinib. Finally, we evaluated icotinib as an inhibitor of AO for reaction phenotyping in cryopreserved human hepatocytes and demonstrated that it can yield more accurate prediction of fm,AO compared with hydralazine and induce sustained suppression of AO activity at higher cell densities, which will be important for reaction phenotyping endeavors of low clearance drugs SIGNIFICANCE STATEMENT: In this study, we characterized icotinib as a potent time-dependent inhibitor of AO with ample selectivity margins against the P450s and UGT1A1/3 and demonstrated its utility for reaction phenotyping in human hepatocytes to obtain accurate estimates of fm,AO for victim DDI risk predictions. We envisage the adoption of icotinib in place of hydralazine in AO reaction phenotyping.
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Affiliation(s)
- Lloyd Wei Tat Tang
- Pharmacokinetics, Dynamics, and Metabolism, Pfizer Inc., Groton, Connecticut
| | - Ethan DaSilva
- Pharmacokinetics, Dynamics, and Metabolism, Pfizer Inc., Groton, Connecticut
| | - Kimberly Lapham
- Pharmacokinetics, Dynamics, and Metabolism, Pfizer Inc., Groton, Connecticut
| | - R Scott Obach
- Pharmacokinetics, Dynamics, and Metabolism, Pfizer Inc., Groton, Connecticut
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5
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Hammid A, Fallon JK, Vellonen KS, Lassila T, Reinisalo M, Urtti A, Gonzalez F, Tolonen A, Smith PC, Honkakoski P. Aldehyde oxidase 1 activity and protein expression in human, rabbit, and pig ocular tissues. Eur J Pharm Sci 2023; 191:106603. [PMID: 37827455 DOI: 10.1016/j.ejps.2023.106603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 09/18/2023] [Accepted: 10/06/2023] [Indexed: 10/14/2023]
Abstract
Aldehyde oxidase (AOX) is a cytosolic drug-metabolizing enzyme which has attracted increasing attention in drug development due to its high hepatic expression, broad substrate profile and species differences. In contrast, there is limited information on the presence and activity of AOX in extrahepatic tissues including ocular tissues. Because several ocular drugs are potential substrates for AOX, we performed a comprehensive analysis of the AOX1 expression and activity profile in seven ocular tissues from humans, rabbits, and pigs. AOX activities were determined using optimized assays for the established human AOX1 probe substrates 4-dimethylamino-cinnamaldehyde (DMAC) and phthalazine. Inhibition studies were undertaken in conjunctival and retinal homogenates using well-established human AOX1 inhibitors menadione and chlorpromazine. AOX1 protein contents were quantitated with targeted proteomics and confirmed by immunoblotting. Overall, DMAC oxidation rates varied over 10-fold between species (human ˃˃ rabbit ˃ pig) and showed 2- to 6-fold differences between tissues from the same species. Menadione seemed a more potent inhibitor of DMAC oxidation across species than chlorpromazine. Human AOX1 protein levels were highest in the conjunctiva, followed by most posterior tissues, whereas anterior tissues showed low levels. The rabbit AOX1 expression was high in the conjunctiva, retinal pigment epithelial (RPE), and choroid while lower in the anterior tissues. Quantification of pig AOX1 was not successful but immunoblotting confirmed the presence of AOX1 in all species. DMAC oxidation rates and AOX1 contents correlated quite well in humans and rabbits. This study provides, for the first time, insights into the ocular expression and activity of AOX1 among multiple species.
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Affiliation(s)
- Anam Hammid
- School of Pharmacy, University of Eastern Finland, Yliopistonranta 1 C, FI-70210 Kuopio, Finland.
| | - John K Fallon
- Division of Pharmacoengineering and Molecular Pharmaceutics, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Campus Box 7355, Chapel Hill, NC 27599-7355, United States
| | - Kati-Sisko Vellonen
- School of Pharmacy, University of Eastern Finland, Yliopistonranta 1 C, FI-70210 Kuopio, Finland
| | - Toni Lassila
- Admescope Ltd, Typpitie 1, FI-90620 Oulu, Finland
| | - Mika Reinisalo
- School of Pharmacy, University of Eastern Finland, Yliopistonranta 1 C, FI-70210 Kuopio, Finland
| | - Arto Urtti
- School of Pharmacy, University of Eastern Finland, Yliopistonranta 1 C, FI-70210 Kuopio, Finland; Faculty of Pharmacy, University of Helsinki, Viikinkaari 5 E, FI-00790 Helsinki, Finland
| | - Francisco Gonzalez
- Center for Research in Molecular Medicine and Chronic Diseases (CIMUS), University of Santiago de Compostela, 15782 Santiago de Compostela, Spain; Service of Ophthalmology, University Hospital of Santiago de Compostela, and Fundacion Instituto de Investigacion Sanitaria de Santiago de Compostela (FIDIS), 15706 Santiago de Compostela, Spain
| | - Ari Tolonen
- Admescope Ltd, Typpitie 1, FI-90620 Oulu, Finland
| | - Philip C Smith
- Division of Pharmacoengineering and Molecular Pharmaceutics, Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Campus Box 7355, Chapel Hill, NC 27599-7355, United States
| | - Paavo Honkakoski
- School of Pharmacy, University of Eastern Finland, Yliopistonranta 1 C, FI-70210 Kuopio, Finland
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6
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Subash S, Singh DK, Ahire DS, Khojasteh SC, Murray BP, Zientek MA, Jones RS, Kulkarni P, Smith BJ, Heyward S, Cronin CN, Prasad B. Dissecting Parameters Contributing to the Underprediction of Aldehyde Oxidase-Mediated Metabolic Clearance of Drugs. Drug Metab Dispos 2023; 51:1362-1371. [PMID: 37429730 DOI: 10.1124/dmd.123.001379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 06/01/2023] [Accepted: 07/07/2023] [Indexed: 07/12/2023] Open
Abstract
We investigated the effect of variability and instability in aldehyde oxidase (AO) content and activity on the scaling of in vitro metabolism data. AO content and activity in human liver cytosol (HLC) and five recombinant human AO preparations (rAO) were determined using targeted proteomics and carbazeran oxidation assay, respectively. AO content was highly variable as indicated by the relative expression factor (REF; i.e., HLC to rAO content) ranging from 0.001 to 1.7 across different in vitro systems. The activity of AO in HLC degrades at a 10-fold higher rate in the presence of the substrate as compared with the activity performed after preincubation without substrate. To scale the metabolic activity from rAO to HLC, a protein-normalized activity factor (pnAF) was proposed wherein the activity was corrected by AO content, which revealed up to sixfold higher AO activity in HLC versus rAO systems. A similar value of pnAF was observed for another substrate, ripasudil. Physiologically based pharmacokinetic (PBPK) modeling revealed a significant additional clearance (CL; 66%), which allowed for the successful prediction of in vivo CL of four other substrates, i.e., O-benzyl guanine, BIBX1382, zaleplon, and zoniporide. For carbazeran, the metabolite identification study showed that the direct glucuronidation may be contributing to around 12% elimination. Taken together, this study identified differential protein content, instability of in vitro activity, role of additional AO clearance, and unaccounted metabolic pathways as plausible reasons for the underprediction of AO-mediated drug metabolism. Consideration of these factors and integration of REF and pnAF in PBPK models will allow better prediction of AO metabolism. SIGNIFICANCE STATEMENT: This study elucidated the plausible reasons for the underprediction of aldehyde oxidase (AO)-mediated drug metabolism and provided recommendations to address them. It demonstrated that integrating protein content and activity differences and accounting for the loss of AO activity, as well as consideration of extrahepatic clearance and additional pathways, would improve the in vitro to in vivo extrapolation of AO-mediated drug metabolism using physiologically based pharmacokinetic modeling.
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Affiliation(s)
- Sandhya Subash
- Department of Pharmaceutical Sciences, Washington State University (WSU), Spokane, Washington (S.S., D.K.S., D.S.A., B.P.); Drug Metabolism and Pharmacokinetics, Genentech Inc., South San Francisco, California (S.C.K., R.S.J.); Drug Metabolism, Gilead Sciences, Foster City, California (B.P.M., B.J.S.); Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, San Diego, California (M.A.Z.); Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, Cambridge, Massachusetts (P.K.); BioIVT Inc., Baltimore, Maryland (S.H.); and Structural Biology and Protein Sciences, Pfizer Global Research & Development and Medical, La Jolla, California (C.N.C.)
| | - Dilip K Singh
- Department of Pharmaceutical Sciences, Washington State University (WSU), Spokane, Washington (S.S., D.K.S., D.S.A., B.P.); Drug Metabolism and Pharmacokinetics, Genentech Inc., South San Francisco, California (S.C.K., R.S.J.); Drug Metabolism, Gilead Sciences, Foster City, California (B.P.M., B.J.S.); Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, San Diego, California (M.A.Z.); Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, Cambridge, Massachusetts (P.K.); BioIVT Inc., Baltimore, Maryland (S.H.); and Structural Biology and Protein Sciences, Pfizer Global Research & Development and Medical, La Jolla, California (C.N.C.)
| | - Deepak S Ahire
- Department of Pharmaceutical Sciences, Washington State University (WSU), Spokane, Washington (S.S., D.K.S., D.S.A., B.P.); Drug Metabolism and Pharmacokinetics, Genentech Inc., South San Francisco, California (S.C.K., R.S.J.); Drug Metabolism, Gilead Sciences, Foster City, California (B.P.M., B.J.S.); Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, San Diego, California (M.A.Z.); Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, Cambridge, Massachusetts (P.K.); BioIVT Inc., Baltimore, Maryland (S.H.); and Structural Biology and Protein Sciences, Pfizer Global Research & Development and Medical, La Jolla, California (C.N.C.)
| | - S Cyrus Khojasteh
- Department of Pharmaceutical Sciences, Washington State University (WSU), Spokane, Washington (S.S., D.K.S., D.S.A., B.P.); Drug Metabolism and Pharmacokinetics, Genentech Inc., South San Francisco, California (S.C.K., R.S.J.); Drug Metabolism, Gilead Sciences, Foster City, California (B.P.M., B.J.S.); Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, San Diego, California (M.A.Z.); Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, Cambridge, Massachusetts (P.K.); BioIVT Inc., Baltimore, Maryland (S.H.); and Structural Biology and Protein Sciences, Pfizer Global Research & Development and Medical, La Jolla, California (C.N.C.)
| | - Bernard P Murray
- Department of Pharmaceutical Sciences, Washington State University (WSU), Spokane, Washington (S.S., D.K.S., D.S.A., B.P.); Drug Metabolism and Pharmacokinetics, Genentech Inc., South San Francisco, California (S.C.K., R.S.J.); Drug Metabolism, Gilead Sciences, Foster City, California (B.P.M., B.J.S.); Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, San Diego, California (M.A.Z.); Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, Cambridge, Massachusetts (P.K.); BioIVT Inc., Baltimore, Maryland (S.H.); and Structural Biology and Protein Sciences, Pfizer Global Research & Development and Medical, La Jolla, California (C.N.C.)
| | - Michael A Zientek
- Department of Pharmaceutical Sciences, Washington State University (WSU), Spokane, Washington (S.S., D.K.S., D.S.A., B.P.); Drug Metabolism and Pharmacokinetics, Genentech Inc., South San Francisco, California (S.C.K., R.S.J.); Drug Metabolism, Gilead Sciences, Foster City, California (B.P.M., B.J.S.); Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, San Diego, California (M.A.Z.); Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, Cambridge, Massachusetts (P.K.); BioIVT Inc., Baltimore, Maryland (S.H.); and Structural Biology and Protein Sciences, Pfizer Global Research & Development and Medical, La Jolla, California (C.N.C.)
| | - Robert S Jones
- Department of Pharmaceutical Sciences, Washington State University (WSU), Spokane, Washington (S.S., D.K.S., D.S.A., B.P.); Drug Metabolism and Pharmacokinetics, Genentech Inc., South San Francisco, California (S.C.K., R.S.J.); Drug Metabolism, Gilead Sciences, Foster City, California (B.P.M., B.J.S.); Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, San Diego, California (M.A.Z.); Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, Cambridge, Massachusetts (P.K.); BioIVT Inc., Baltimore, Maryland (S.H.); and Structural Biology and Protein Sciences, Pfizer Global Research & Development and Medical, La Jolla, California (C.N.C.)
| | - Priyanka Kulkarni
- Department of Pharmaceutical Sciences, Washington State University (WSU), Spokane, Washington (S.S., D.K.S., D.S.A., B.P.); Drug Metabolism and Pharmacokinetics, Genentech Inc., South San Francisco, California (S.C.K., R.S.J.); Drug Metabolism, Gilead Sciences, Foster City, California (B.P.M., B.J.S.); Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, San Diego, California (M.A.Z.); Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, Cambridge, Massachusetts (P.K.); BioIVT Inc., Baltimore, Maryland (S.H.); and Structural Biology and Protein Sciences, Pfizer Global Research & Development and Medical, La Jolla, California (C.N.C.)
| | - Bill J Smith
- Department of Pharmaceutical Sciences, Washington State University (WSU), Spokane, Washington (S.S., D.K.S., D.S.A., B.P.); Drug Metabolism and Pharmacokinetics, Genentech Inc., South San Francisco, California (S.C.K., R.S.J.); Drug Metabolism, Gilead Sciences, Foster City, California (B.P.M., B.J.S.); Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, San Diego, California (M.A.Z.); Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, Cambridge, Massachusetts (P.K.); BioIVT Inc., Baltimore, Maryland (S.H.); and Structural Biology and Protein Sciences, Pfizer Global Research & Development and Medical, La Jolla, California (C.N.C.)
| | - Scott Heyward
- Department of Pharmaceutical Sciences, Washington State University (WSU), Spokane, Washington (S.S., D.K.S., D.S.A., B.P.); Drug Metabolism and Pharmacokinetics, Genentech Inc., South San Francisco, California (S.C.K., R.S.J.); Drug Metabolism, Gilead Sciences, Foster City, California (B.P.M., B.J.S.); Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, San Diego, California (M.A.Z.); Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, Cambridge, Massachusetts (P.K.); BioIVT Inc., Baltimore, Maryland (S.H.); and Structural Biology and Protein Sciences, Pfizer Global Research & Development and Medical, La Jolla, California (C.N.C.)
| | - Ciarán N Cronin
- Department of Pharmaceutical Sciences, Washington State University (WSU), Spokane, Washington (S.S., D.K.S., D.S.A., B.P.); Drug Metabolism and Pharmacokinetics, Genentech Inc., South San Francisco, California (S.C.K., R.S.J.); Drug Metabolism, Gilead Sciences, Foster City, California (B.P.M., B.J.S.); Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, San Diego, California (M.A.Z.); Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, Cambridge, Massachusetts (P.K.); BioIVT Inc., Baltimore, Maryland (S.H.); and Structural Biology and Protein Sciences, Pfizer Global Research & Development and Medical, La Jolla, California (C.N.C.)
| | - Bhagwat Prasad
- Department of Pharmaceutical Sciences, Washington State University (WSU), Spokane, Washington (S.S., D.K.S., D.S.A., B.P.); Drug Metabolism and Pharmacokinetics, Genentech Inc., South San Francisco, California (S.C.K., R.S.J.); Drug Metabolism, Gilead Sciences, Foster City, California (B.P.M., B.J.S.); Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, San Diego, California (M.A.Z.); Drug Metabolism and Pharmacokinetics, Takeda Development Center Americas, Cambridge, Massachusetts (P.K.); BioIVT Inc., Baltimore, Maryland (S.H.); and Structural Biology and Protein Sciences, Pfizer Global Research & Development and Medical, La Jolla, California (C.N.C.)
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7
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Huang M, Zhu K, Wang Y, Lou C, Sun H, Li W, Tang Y, Liu G. In Silico Prediction of Metabolic Reaction Catalyzed by Human Aldehyde Oxidase. Metabolites 2023; 13:metabo13030449. [PMID: 36984889 PMCID: PMC10059660 DOI: 10.3390/metabo13030449] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 03/17/2023] [Accepted: 03/17/2023] [Indexed: 03/30/2023] Open
Abstract
Aldehyde oxidase (AOX) plays an important role in drug metabolism. Human AOX (hAOX) is widely distributed in the body, and there are some differences between species. Currently, animal models cannot accurately predict the metabolism of hAOX. Therefore, more and more in silico models have been constructed for the prediction of the hAOX metabolism. These models are based on molecular docking and quantum chemistry theory, which are time-consuming and difficult to automate. Therefore, in this study, we compared traditional machine learning methods, graph convolutional neural network methods, and sequence-based methods with limited data, and proposed a ligand-based model for the metabolism prediction catalyzed by hAOX. Compared with the published models, our model achieved better performance (ACC = 0.91, F1 = 0.77). What's more, we built a web server to predict the sites of metabolism (SOMs) for hAOX. In summary, this study provides a convenient and automatable model and builds a web server named Meta-hAOX for accelerating the drug design and optimization stage.
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Affiliation(s)
- Mengting Huang
- Shanghai Frontiers Science Center of Optogenetic Techniques for Cell Metabolism, Shanghai Key Laboratory of New Drug Design, School of Pharmacy, East China University of Science and Technology, Shanghai 200237, China
| | - Keyun Zhu
- Shanghai Frontiers Science Center of Optogenetic Techniques for Cell Metabolism, Shanghai Key Laboratory of New Drug Design, School of Pharmacy, East China University of Science and Technology, Shanghai 200237, China
| | - Yimeng Wang
- Shanghai Frontiers Science Center of Optogenetic Techniques for Cell Metabolism, Shanghai Key Laboratory of New Drug Design, School of Pharmacy, East China University of Science and Technology, Shanghai 200237, China
| | - Chaofeng Lou
- Shanghai Frontiers Science Center of Optogenetic Techniques for Cell Metabolism, Shanghai Key Laboratory of New Drug Design, School of Pharmacy, East China University of Science and Technology, Shanghai 200237, China
| | - Huimin Sun
- Shanghai Frontiers Science Center of Optogenetic Techniques for Cell Metabolism, Shanghai Key Laboratory of New Drug Design, School of Pharmacy, East China University of Science and Technology, Shanghai 200237, China
| | - Weihua Li
- Shanghai Frontiers Science Center of Optogenetic Techniques for Cell Metabolism, Shanghai Key Laboratory of New Drug Design, School of Pharmacy, East China University of Science and Technology, Shanghai 200237, China
| | - Yun Tang
- Shanghai Frontiers Science Center of Optogenetic Techniques for Cell Metabolism, Shanghai Key Laboratory of New Drug Design, School of Pharmacy, East China University of Science and Technology, Shanghai 200237, China
| | - Guixia Liu
- Shanghai Frontiers Science Center of Optogenetic Techniques for Cell Metabolism, Shanghai Key Laboratory of New Drug Design, School of Pharmacy, East China University of Science and Technology, Shanghai 200237, China
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8
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Gajula SNR, Nathani TN, Patil RM, Talari S, Sonti R. Aldehyde oxidase mediated drug metabolism: an underpredicted obstacle in drug discovery and development. Drug Metab Rev 2022; 54:427-448. [PMID: 36369949 DOI: 10.1080/03602532.2022.2144879] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Aldehyde oxidase (AO) has garnered curiosity as a non-CYP metabolizing enzyme in drug development due to unexpected consequences such as toxic metabolite generation and high metabolic clearance resulting in the clinical failure of new drugs. Therefore, poor AO mediated clearance prediction in preclinical nonhuman species remains a significant obstacle in developing novel drugs. Various isoforms of AO, such as AOX1, AOX3, AOX3L1, and AOX4 exist across species, and different AO activity among humans influences the AO mediated drug metabolism. Therefore, carefully considering the unique challenges is essential in developing successful AO substrate drugs. The in vitro to in vivo extrapolation underpredicts AO mediated drug clearance due to the lack of reliable representative animal models, substrate-specific activity, and the discrepancy between absolute concentration and activity. An in vitro tool to extrapolate in vivo clearance using a yard-stick approach is provided to address the underprediction of AO mediated drug clearance. This approach uses a range of well-known AO drug substrates as calibrators for qualitative scaling new drugs into low, medium, or high clearance category drugs. So far, in vivo investigations on chimeric mice with humanized livers (humanized mice) have predicted AO mediated metabolism to the best extent. This review addresses the critical aspects of the drug discovery stage for AO metabolism studies, challenges faced in drug development, approaches to tackle AO mediated drug clearance's underprediction, and strategies to decrease the AO metabolism of drugs.
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Affiliation(s)
- Siva Nageswara Rao Gajula
- Department of Pharmaceutical Analysis, National Institute of Pharmaceutical Education and Research (NIPER)-Hyderabad, Balanagar, Telangana, India
| | - Tanaaz Navin Nathani
- Department of Pharmaceutical Analysis, National Institute of Pharmaceutical Education and Research (NIPER)-Hyderabad, Balanagar, Telangana, India
| | - Rashmi Madhukar Patil
- Department of Pharmaceutical Analysis, National Institute of Pharmaceutical Education and Research (NIPER)-Hyderabad, Balanagar, Telangana, India
| | - Sasikala Talari
- Department of Pharmaceutical Analysis, National Institute of Pharmaceutical Education and Research (NIPER)-Hyderabad, Balanagar, Telangana, India
| | - Rajesh Sonti
- Department of Pharmaceutical Analysis, National Institute of Pharmaceutical Education and Research (NIPER)-Hyderabad, Balanagar, Telangana, India
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9
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Rendić SP, Crouch RD, Guengerich FP. Roles of selected non-P450 human oxidoreductase enzymes in protective and toxic effects of chemicals: review and compilation of reactions. Arch Toxicol 2022; 96:2145-2246. [PMID: 35648190 PMCID: PMC9159052 DOI: 10.1007/s00204-022-03304-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Accepted: 04/26/2022] [Indexed: 12/17/2022]
Abstract
This is an overview of the metabolic reactions of drugs, natural products, physiological compounds, and other (general) chemicals catalyzed by flavin monooxygenase (FMO), monoamine oxidase (MAO), NAD(P)H quinone oxidoreductase (NQO), and molybdenum hydroxylase enzymes (aldehyde oxidase (AOX) and xanthine oxidoreductase (XOR)), including roles as substrates, inducers, and inhibitors of the enzymes. The metabolism and bioactivation of selected examples of each group (i.e., drugs, "general chemicals," natural products, and physiological compounds) are discussed. We identified a higher fraction of bioactivation reactions for FMO enzymes compared to other enzymes, predominately involving drugs and general chemicals. With MAO enzymes, physiological compounds predominate as substrates, and some products lead to unwanted side effects or illness. AOX and XOR enzymes are molybdenum hydroxylases that catalyze the oxidation of various heteroaromatic rings and aldehydes and the reduction of a number of different functional groups. While neither of these two enzymes contributes substantially to the metabolism of currently marketed drugs, AOX has become a frequently encountered route of metabolism among drug discovery programs in the past 10-15 years. XOR has even less of a role in the metabolism of clinical drugs and preclinical drug candidates than AOX, likely due to narrower substrate specificity.
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Affiliation(s)
| | - Rachel D Crouch
- College of Pharmacy and Health Sciences, Lipscomb University, Nashville, TN, 37204, USA
| | - F Peter Guengerich
- Department of Biochemistry, Vanderbilt University School of Medicine, Nashville, TN, 37232-0146, USA
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10
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Asano D, Shibayama T, Shiozawa H, Inoue SI, Shinozuka T, Murata S, Watanabe N, Yoshinari K. Evaluation of species differences in the metabolism of the selective Na V1.7 inhibitor DS-1971a, a mixed substrate of cytochrome P450 and aldehyde oxidase. Xenobiotica 2021; 51:1060-1070. [PMID: 34330191 DOI: 10.1080/00498254.2021.1963009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Nonclinical metabolite profiling of DS-1971a, a potent selective NaV1.7 inhibitor, was performed to predict human metabolites.After the oral administration of radiolabelled DS-1971a, the predominant metabolite in mouse plasma was M4, a monoxide at the pyrimidine ring, while the major metabolites with the first and second highest exposure in monkey plasma were M2, a monoxide at the cyclohexane ring, and M11, a demethylated pyrazole metabolite.Incubation studies with liver cytosolic and microsomal fractions in the absence or presence of NADPH indicated that the metabolising enzyme responsible for M4 formation was aldehyde oxidase (AO), while cytochrome P450s (P450s) were responsible for M2 and M11 formation. These results suggest that DS-1971a is a substrate for both AO and P450.When DS-1971a was incubated with liver S9 fractions and NADPH, the most abundant metabolites were M4 in mice, and M2 and M11 in monkeys, indicating that the results of in vitro incubation studies could provide information reflecting the in vivo plasma metabolite profiles in mice and monkeys. The results obtained from the incubation with the human liver S9 fraction and NADPH suggested that a major circulating metabolite in humans is M1, a regioisomer of M2.
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Affiliation(s)
- Daigo Asano
- Drug Metabolism and Pharmacokinetics Research Laboratories, Daiichi Sankyo Co., Ltd, Tokyo, Japan
| | - Takahiro Shibayama
- Drug Metabolism and Pharmacokinetics Research Laboratories, Daiichi Sankyo Co., Ltd, Tokyo, Japan
| | - Hideyuki Shiozawa
- Drug Metabolism and Pharmacokinetics Research Laboratories, Daiichi Sankyo Co., Ltd, Tokyo, Japan
| | - Shin-Ichi Inoue
- Drug Metabolism and Pharmacokinetics Research Laboratories, Daiichi Sankyo Co., Ltd, Tokyo, Japan
| | - Tsuyoshi Shinozuka
- R&D Planning & Management Department, Daiichi Sankyo Co., Ltd, Tokyo, Japan
| | - Shinji Murata
- Laboratory Animal Care & Management Group, Daiichi Sankyo Co., Ltd, Tokyo, Japan
| | - Nobuaki Watanabe
- Drug Metabolism and Pharmacokinetics Research Laboratories, Daiichi Sankyo Co., Ltd, Tokyo, Japan
| | - Kouichi Yoshinari
- Laboratory of Molecular Toxicology, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, Japan
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11
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Tan WK, Tan ARY, Sivanandam P, Goh EJH, Yap ZP, Saburulla NF, Austin-Muttitt K, Mullins JGL, Lau AJ. In Vitro Inhibition of Human Aldehyde Oxidase Activity by Clinically Relevant Concentrations of Gefitinib and Erlotinib: Comparison with Select Metabolites, Molecular Docking Analysis, and Impact on Hepatic Metabolism of Zaleplon and Methotrexate. J Pharmacol Exp Ther 2020; 374:295-307. [PMID: 32393528 DOI: 10.1124/jpet.120.265249] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2020] [Accepted: 05/01/2020] [Indexed: 03/08/2025] Open
Abstract
Gefitinib and erlotinib are epidermal growth factor receptor-tyrosine kinase inhibitors (EGFR-TKIs) with activity against metastatic non-small cell lung cancer. Aldehyde oxidase-1 (AOX1) is a cytosolic drug-metabolizing enzyme. We conducted an experimental and molecular docking study on the effect of gefitinib, erlotinib, and select metabolites on the in vitro catalytic activity of AOX1, as assessed by carbazeran 4-oxidation, and determined the impact of AOX1 inhibition on hepatic metabolism of zaleplon and methotrexate. Gefitinib, desmorpholinopropylgefitinib, erlotinib, desmethylerlotinib, and didesmethylerlotinib inhibited human hepatic cytosolic carbazeran 4-oxidation by a competitive mode, with inhibition constants in submicromolar or low micromolar concentrations. Desmethylgefitinib did not affect AOX1 catalytic activity. A similar pattern was obtained when investigated with human kidney cytosol or recombinant AOX1. The differential effect of gefitinib on human, rat, and mouse hepatic AOX1 catalytic activity suggests species-dependent chemical inhibition of AOX1. Erlotinib was considerably more potent than gefitinib in decreasing hepatic cytosolic zaleplon 5-oxidation and methotrexate 7-oxidation. Molecular docking analyses provided structural insights into the interaction between EGFR-TKIs and AOX1, with key residues and bonds identified, which provided favorable comparison and ranking of potential inhibitors. Based on the US Food and Drug Administration guidance to assess the risk of drug-drug interactions, the calculated R1 values indicate that further investigations are warranted to determine whether gefitinib and erlotinib impact AOX1-mediated drug metabolism in vivo. Overall, erlotinib desmethylerlotinib, didesmethylerlotinib, gefitinib, and desmorpholinopropylgefitinib are potent inhibitors of human AOX1 catalytic function and hepatic metabolism of zaleplon and methotrexate, potentially affecting drug efficacy or toxicity. SIGNIFICANCE STATEMENT: As epidermal growth factor receptor-tyrosine kinase inhibitors (EGFR-TKIs), gefitinib and erlotinib are first-line pharmacotherapy for metastatic non-small cell lung cancer. Our experimental findings indicate that clinically relevant concentrations of gefitinib, desmorpholinopropylgefitinib, erlotinib, desmethylerlotinib, and didesmethylerlotinib, but not desmethylgefitinib, inhibit human aldehyde oxidase (AOX1) catalytic activity and hepatic cytosolic metabolism of zaleplon and methotrexate. Molecular docking analysis provide structural insights into the key AOX1 interactions with these EGFR-TKIs. Our findings may trigger improved strategies for new EGFR-TKI design and development.
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Affiliation(s)
- Wee Kiat Tan
- Department of Pharmacy, Faculty of Science (W.K.T., A.R.Y.T., P.S., E.J.H.G., Z.P.Y., N.F.S., A.J.L.) and Department of Pharmacology, Yong Loo Lin School of Medicine (A.J.L.), National University of Singapore, Singapore, Singapore; and Institute of Life Science, Swansea University Medical School, Swansea, United Kingdom (K.A.-M., J.G.L.M.)
| | - Alyssa Rui Yi Tan
- Department of Pharmacy, Faculty of Science (W.K.T., A.R.Y.T., P.S., E.J.H.G., Z.P.Y., N.F.S., A.J.L.) and Department of Pharmacology, Yong Loo Lin School of Medicine (A.J.L.), National University of Singapore, Singapore, Singapore; and Institute of Life Science, Swansea University Medical School, Swansea, United Kingdom (K.A.-M., J.G.L.M.)
| | - Punitha Sivanandam
- Department of Pharmacy, Faculty of Science (W.K.T., A.R.Y.T., P.S., E.J.H.G., Z.P.Y., N.F.S., A.J.L.) and Department of Pharmacology, Yong Loo Lin School of Medicine (A.J.L.), National University of Singapore, Singapore, Singapore; and Institute of Life Science, Swansea University Medical School, Swansea, United Kingdom (K.A.-M., J.G.L.M.)
| | - Ernest Jing Hui Goh
- Department of Pharmacy, Faculty of Science (W.K.T., A.R.Y.T., P.S., E.J.H.G., Z.P.Y., N.F.S., A.J.L.) and Department of Pharmacology, Yong Loo Lin School of Medicine (A.J.L.), National University of Singapore, Singapore, Singapore; and Institute of Life Science, Swansea University Medical School, Swansea, United Kingdom (K.A.-M., J.G.L.M.)
| | - Ze Ping Yap
- Department of Pharmacy, Faculty of Science (W.K.T., A.R.Y.T., P.S., E.J.H.G., Z.P.Y., N.F.S., A.J.L.) and Department of Pharmacology, Yong Loo Lin School of Medicine (A.J.L.), National University of Singapore, Singapore, Singapore; and Institute of Life Science, Swansea University Medical School, Swansea, United Kingdom (K.A.-M., J.G.L.M.)
| | - Nur Fazilah Saburulla
- Department of Pharmacy, Faculty of Science (W.K.T., A.R.Y.T., P.S., E.J.H.G., Z.P.Y., N.F.S., A.J.L.) and Department of Pharmacology, Yong Loo Lin School of Medicine (A.J.L.), National University of Singapore, Singapore, Singapore; and Institute of Life Science, Swansea University Medical School, Swansea, United Kingdom (K.A.-M., J.G.L.M.)
| | - Karl Austin-Muttitt
- Department of Pharmacy, Faculty of Science (W.K.T., A.R.Y.T., P.S., E.J.H.G., Z.P.Y., N.F.S., A.J.L.) and Department of Pharmacology, Yong Loo Lin School of Medicine (A.J.L.), National University of Singapore, Singapore, Singapore; and Institute of Life Science, Swansea University Medical School, Swansea, United Kingdom (K.A.-M., J.G.L.M.)
| | - Jonathan G L Mullins
- Department of Pharmacy, Faculty of Science (W.K.T., A.R.Y.T., P.S., E.J.H.G., Z.P.Y., N.F.S., A.J.L.) and Department of Pharmacology, Yong Loo Lin School of Medicine (A.J.L.), National University of Singapore, Singapore, Singapore; and Institute of Life Science, Swansea University Medical School, Swansea, United Kingdom (K.A.-M., J.G.L.M.)
| | - Aik Jiang Lau
- Department of Pharmacy, Faculty of Science (W.K.T., A.R.Y.T., P.S., E.J.H.G., Z.P.Y., N.F.S., A.J.L.) and Department of Pharmacology, Yong Loo Lin School of Medicine (A.J.L.), National University of Singapore, Singapore, Singapore; and Institute of Life Science, Swansea University Medical School, Swansea, United Kingdom (K.A.-M., J.G.L.M.)
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12
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Abstract
An increasing number of drugs are metabolized by aldehyde oxidase (AOX), but AOX-mediated drug interactions are seldom reported due to the lack of appropriate inhibitors and inducers. A recent study reported that nimesulide (NIM) could increase the liver injury risk of methotrexate. The latter was mainly metabolized by AOX to form hepatotoxic 7-hydroxymethotrexate (7-OH MTX). Thus, we speculated that NIM could induce AOX. In this study, we investigated the potential induction of AOX activity by NIM using methotrexate as the probe substrate. Treatment of primary human and rat hepatocytes with NIM (20 μM) for 24 h caused a 2.0- and 3.1-fold, respectively, increase in 7-OH MTX formation. Oral administration of NIM (100 mg·kg−1·d−1, for 5 days) to rats significantly increased the systematic exposure (6.5-fold), liver distribution (2.5-fold), and excretion (5.2-fold for urinary excretion and 2.1-fold for fecal excretion) of 7-OH MTX. The 7-OH MTX formation in liver cytosol from rats pretreated with 20, 50, and 100 mg·kg−1·d−1 NIM for 5 days increased by 1.9-, 3.2-, and 3.7-fold, respectively, compared with that of rats pretreated with the vehicle. We revealed that the elevation of AOX activity was accompanied by an increase in AOX1 protein levels but not the corresponding mRNA levels. Collectively, our results demonstrate for the first time that NIM can increase the AOX activity of humans and rats, and may raise concerns regarding the risk of drug interactions between NIM and AOX substrates in clinical practice.
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13
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Chen S, Austin-Muttitt K, Zhang LH, Mullins JGL, Lau AJ. In Vitro and In Silico Analyses of the Inhibition of Human Aldehyde Oxidase by Bazedoxifene, Lasofoxifene, and Structural Analogues. J Pharmacol Exp Ther 2019; 371:75-86. [PMID: 31289113 DOI: 10.1124/jpet.119.259267] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2019] [Accepted: 07/05/2019] [Indexed: 03/08/2025] Open
Abstract
Tamoxifen, raloxifene, and nafoxidine are selective estrogen receptor modulators (SERMs) reported to inhibit the catalytic activity of human aldehyde oxidase 1 (AOX1). How these drugs interact with AOX1 and whether other SERMs inhibit this drug-metabolizing enzyme are not known. Therefore, a detailed in vitro and in silico study involving parent drugs and their analogs was conducted to investigate the effect of specific SERMs, particularly acolbifene, bazedoxifene, and lasofoxifene on AOX1 catalytic activity, as assessed by carbazeran 4-oxidation, an AOX1-selective catalytic marker. The rank order in the potency (based on IC50 values) of AOX1 inhibition by SERMs was raloxifene > bazedoxifene ∼ lasofoxifene > tamoxifen > acolbifene. Inhibition of liver cytosolic AOX1 by bazedoxifene, lasofoxifene, and tamoxifen was competitive, whereas that by raloxifene was noncompetitive. Loss of 1-azepanylethyl group increased the inhibitory potency of bazedoxifene, whereas the N-oxide group decreased it. The 7-hydroxy group and the substituted pyrrolidine ring attached to the tetrahydronaphthalene structure contributed to AOX1 inhibition by lasofoxifene. These results are supported by molecular-docking simulations in terms of predicted binding modes, encompassing binding orientation and efficiency, and analysis of key interactions, particularly hydrogen bonds. The extent of AOX1 inhibition by bazedoxifene was increased by estrone sulfate and estrone. In summary, SERMs differentially inhibited human AOX1 catalytic activity. Structural features of bazedoxifene and lasofoxifene contributed to AOX1 inhibition, whereas those of acolbifene rendered it considerably less susceptible to AOX1 inhibition. Overall, our novel biochemical findings and molecular-docking analyses provide new insights into the interaction between SERMs and AOX1. SIGNIFICANCE STATEMENT: Aldehyde oxidase (AOX1) is a molybdo-flavoprotein and has emerged as a drug-metabolizing enzyme of potential therapeutic importance because drugs have been identified as AOX1 substrates. Selective estrogen receptor modulators (SERM), which are drugs used to treat and prevent various conditions, differentially inhibit AOX1 catalytic activity. Structural features of bazedoxifene and lasofoxifene contribute to AOX1 inhibition, whereas those of acolbifene render it considerably less susceptible to AOX1 inhibition. Our novel biochemical findings, together with molecular- docking analyses, provide new insights into the differential inhibitory effect of SERMs on the catalytic activity of human AOX1, how SERMs bind to AOX1, and increase our understanding of the AOX1 pharmacophore in the inhibition of AOX1 by drugs and other chemicals.
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Affiliation(s)
- Shiyan Chen
- Department of Pharmacy, Faculty of Science (S.C., A.J.L.), and Department of Pharmacology, Yong Loo Lin School of Medicine (A.J.L.), National University of Singapore, Singapore; Institute of Life Science, Swansea University Medical School, Swansea, United Kingdom (K.A.-M., J.G.L.M.); and NanoBioTec, Whippany, New Jersey (L.H.Z.)
| | - Karl Austin-Muttitt
- Department of Pharmacy, Faculty of Science (S.C., A.J.L.), and Department of Pharmacology, Yong Loo Lin School of Medicine (A.J.L.), National University of Singapore, Singapore; Institute of Life Science, Swansea University Medical School, Swansea, United Kingdom (K.A.-M., J.G.L.M.); and NanoBioTec, Whippany, New Jersey (L.H.Z.)
| | - Linghua Harris Zhang
- Department of Pharmacy, Faculty of Science (S.C., A.J.L.), and Department of Pharmacology, Yong Loo Lin School of Medicine (A.J.L.), National University of Singapore, Singapore; Institute of Life Science, Swansea University Medical School, Swansea, United Kingdom (K.A.-M., J.G.L.M.); and NanoBioTec, Whippany, New Jersey (L.H.Z.)
| | - Jonathan G L Mullins
- Department of Pharmacy, Faculty of Science (S.C., A.J.L.), and Department of Pharmacology, Yong Loo Lin School of Medicine (A.J.L.), National University of Singapore, Singapore; Institute of Life Science, Swansea University Medical School, Swansea, United Kingdom (K.A.-M., J.G.L.M.); and NanoBioTec, Whippany, New Jersey (L.H.Z.)
| | - Aik Jiang Lau
- Department of Pharmacy, Faculty of Science (S.C., A.J.L.), and Department of Pharmacology, Yong Loo Lin School of Medicine (A.J.L.), National University of Singapore, Singapore; Institute of Life Science, Swansea University Medical School, Swansea, United Kingdom (K.A.-M., J.G.L.M.); and NanoBioTec, Whippany, New Jersey (L.H.Z.)
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14
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Xie J, Saburulla NF, Chen S, Wong SY, Yap ZP, Zhang LH, Lau AJ. Evaluation of Carbazeran 4-Oxidation and O 6-Benzylguanine 8-Oxidation as Catalytic Markers of Human Aldehyde Oxidase: Impact of Cytosolic Contamination of Liver Microsomes. Drug Metab Dispos 2019; 47:26-37. [PMID: 30337443 DOI: 10.1124/dmd.118.082099] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2018] [Accepted: 10/15/2018] [Indexed: 02/13/2025] Open
Abstract
The present study investigated the contribution of microsomal cytochrome P450 and cytosolic aldehyde oxidase-1 (AOX-1) to carbazeran 4-oxidation and O 6-benzylguanine 8-oxidation in human liver microsomal, cytosolic, and S9 fractions. Incubations containing carbazeran and human liver microsomes with or without exogenously added NADPH yielded comparable levels of 4-oxo-carbazeran. O 6-Benzylguanine 8-oxidation occurred in microsomal incubations, and the extent was increased by NADPH. Human recombinant CYP1A2, CYP2C8, CYP2C9, CYP2C19, CYP2D6, CYP3A4, and CYP3A5 did not catalyze carbazeran 4-oxidation, whereas CYP1A2 was highly active in O 6-benzylguanine 8-oxidation. 1-Aminobenzotriazole, a pan-cytochrome P450 inhibitor, decreased O 6-benzylguanine 8-oxidation, but not carbazeran 4-oxidation, in microsomal incubations, whereas 1-aminobenzotriazole and furafylline (a CYP1A2-selective inhibitor) did not inhibit carbazeran 4-oxidation or O 6-benzylguanine 8-oxidation in human liver S9 fraction. Carbazeran 4-oxidation in incubations containing human liver microsomes (from multiple donors and commercial suppliers) was attributed to microsomal preparations contaminated with AOX-1, as suggested by liver microsomal experiments indicating a decrease in carbazeran 4-oxidation by an AOX-1 inhibitor (hydralazine), and to detection of AOX-1 protein (at one-third the level of that in liver cytosol). Cytosolic contamination of liver microsomes was further demonstrated by the formation of dehydroepiandrosterone sulfate (catalyzed by cytosolic sulfotransferases) in liver microsomal incubations containing dehydroepiandrosterone. In conclusion, carbazeran 4-oxidation and O 6-benzylguanine 8-oxidation are enzyme-selective catalytic markers of human AOX-1, as shown in human liver S9 fraction expressing cytochrome P450 and AOX-1. This study highlights the negative impact of cytosolic contamination of liver microsomes on the interpretation of reaction phenotyping data collected in an in vitro study performed in microsomal fractions.
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Affiliation(s)
- Jiarong Xie
- Department of Pharmacy, Faculty of Science (J.X., N.F.S., S.C., S.Y.W., Z.P.Y., A.J.L.) and Department of Pharmacology, Yong Loo Lin School of Medicine (A.J.L.), National University of Singapore, Singapore; and NANO BIOTEC, LLC., Whippany, New Jersey (L.H.Z.)
| | - Nur Fazilah Saburulla
- Department of Pharmacy, Faculty of Science (J.X., N.F.S., S.C., S.Y.W., Z.P.Y., A.J.L.) and Department of Pharmacology, Yong Loo Lin School of Medicine (A.J.L.), National University of Singapore, Singapore; and NANO BIOTEC, LLC., Whippany, New Jersey (L.H.Z.)
| | - Shiyan Chen
- Department of Pharmacy, Faculty of Science (J.X., N.F.S., S.C., S.Y.W., Z.P.Y., A.J.L.) and Department of Pharmacology, Yong Loo Lin School of Medicine (A.J.L.), National University of Singapore, Singapore; and NANO BIOTEC, LLC., Whippany, New Jersey (L.H.Z.)
| | - Siew Ying Wong
- Department of Pharmacy, Faculty of Science (J.X., N.F.S., S.C., S.Y.W., Z.P.Y., A.J.L.) and Department of Pharmacology, Yong Loo Lin School of Medicine (A.J.L.), National University of Singapore, Singapore; and NANO BIOTEC, LLC., Whippany, New Jersey (L.H.Z.)
| | - Ze Ping Yap
- Department of Pharmacy, Faculty of Science (J.X., N.F.S., S.C., S.Y.W., Z.P.Y., A.J.L.) and Department of Pharmacology, Yong Loo Lin School of Medicine (A.J.L.), National University of Singapore, Singapore; and NANO BIOTEC, LLC., Whippany, New Jersey (L.H.Z.)
| | - Linghua Harris Zhang
- Department of Pharmacy, Faculty of Science (J.X., N.F.S., S.C., S.Y.W., Z.P.Y., A.J.L.) and Department of Pharmacology, Yong Loo Lin School of Medicine (A.J.L.), National University of Singapore, Singapore; and NANO BIOTEC, LLC., Whippany, New Jersey (L.H.Z.)
| | - Aik Jiang Lau
- Department of Pharmacy, Faculty of Science (J.X., N.F.S., S.C., S.Y.W., Z.P.Y., A.J.L.) and Department of Pharmacology, Yong Loo Lin School of Medicine (A.J.L.), National University of Singapore, Singapore; and NANO BIOTEC, LLC., Whippany, New Jersey (L.H.Z.)
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15
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Manevski N, Balavenkatraman KK, Bertschi B, Swart P, Walles M, Camenisch G, Schiller H, Kretz O, Ling B, Wettstein R, Schaefer DJ, Pognan F, Wolf A, Litherland K. Aldehyde oxidase activity in fresh human skin. Drug Metab Dispos 2014; 42:2049-57. [PMID: 25249692 DOI: 10.1124/dmd.114.060368] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/13/2025] Open
Abstract
Human aldehyde oxidase (AO) is a molybdoflavoenzyme that commonly oxidizes azaheterocycles in therapeutic drugs. Although high metabolic clearance by AO resulted in several drug failures, existing in vitro-in vivo correlations are often poor and the extrahepatic role of AO practically unknown. This study investigated enzymatic activity of AO in fresh human skin, the largest organ of the body, frequently exposed to therapeutic drugs and xenobiotics. Fresh, full-thickness human skin was obtained from 13 individual donors and assayed with two specific AO substrates: carbazeran and zoniporide. Human skin explants from all donors metabolized carbazeran to 4-hydroxycarbazeran and zoniporide to 2-oxo-zoniporide. Average rates of carbazeran and zoniporide hydroxylations were 1.301 and 0.164 pmol⋅mg skin(-1)⋅h(-1), resulting in 13 and 2% substrate turnover, respectively, after 24 hours of incubation with 10 μM substrate. Hydroxylation activities for the two substrates were significantly correlated (r(2) = 0.769), with interindividual variability ranging from 3-fold (zoniporide) to 6-fold (carbazeran). Inclusion of hydralazine, an irreversible inhibitor of AO, resulted in concentration-dependent decrease of hydroxylation activities, exceeding 90% inhibition of carbazeran 4-hydroxylation at 100 μM inhibitor. Reaction rates were linear up to 4 hours and well described by Michaelis-Menten enzyme kinetics. Comparison of carbazeran and zoniporide hydroxylation with rates of triclosan glucuronidation and sulfation and p-toluidine N-acetylation showed that cutaneous AO activity is comparable to tested phase II metabolic reactions, indicating a significant role of AO in cutaneous drug metabolism. To our best knowledge, this is the first report of AO enzymatic activity in human skin.
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Affiliation(s)
- Nenad Manevski
- Drug Metabolism and Pharmacokinetics (N.M., P.S., M.W., G.C., H.S., O.K., K.L.) and Pre-clinical Safety (K.K.B., B.B., F.P., A.W.), Novartis Institutes for BioMedical Research, Novartis Pharma, Basel, Switzerland; and Department of Plastic, Reconstructive, Aesthetic and Hand Surgery, University Hospital Basel, Basel, Switzerland (B.L., R.W., D.J.S.)
| | - Kamal Kumar Balavenkatraman
- Drug Metabolism and Pharmacokinetics (N.M., P.S., M.W., G.C., H.S., O.K., K.L.) and Pre-clinical Safety (K.K.B., B.B., F.P., A.W.), Novartis Institutes for BioMedical Research, Novartis Pharma, Basel, Switzerland; and Department of Plastic, Reconstructive, Aesthetic and Hand Surgery, University Hospital Basel, Basel, Switzerland (B.L., R.W., D.J.S.)
| | - Barbara Bertschi
- Drug Metabolism and Pharmacokinetics (N.M., P.S., M.W., G.C., H.S., O.K., K.L.) and Pre-clinical Safety (K.K.B., B.B., F.P., A.W.), Novartis Institutes for BioMedical Research, Novartis Pharma, Basel, Switzerland; and Department of Plastic, Reconstructive, Aesthetic and Hand Surgery, University Hospital Basel, Basel, Switzerland (B.L., R.W., D.J.S.)
| | - Piet Swart
- Drug Metabolism and Pharmacokinetics (N.M., P.S., M.W., G.C., H.S., O.K., K.L.) and Pre-clinical Safety (K.K.B., B.B., F.P., A.W.), Novartis Institutes for BioMedical Research, Novartis Pharma, Basel, Switzerland; and Department of Plastic, Reconstructive, Aesthetic and Hand Surgery, University Hospital Basel, Basel, Switzerland (B.L., R.W., D.J.S.)
| | - Markus Walles
- Drug Metabolism and Pharmacokinetics (N.M., P.S., M.W., G.C., H.S., O.K., K.L.) and Pre-clinical Safety (K.K.B., B.B., F.P., A.W.), Novartis Institutes for BioMedical Research, Novartis Pharma, Basel, Switzerland; and Department of Plastic, Reconstructive, Aesthetic and Hand Surgery, University Hospital Basel, Basel, Switzerland (B.L., R.W., D.J.S.)
| | - Gian Camenisch
- Drug Metabolism and Pharmacokinetics (N.M., P.S., M.W., G.C., H.S., O.K., K.L.) and Pre-clinical Safety (K.K.B., B.B., F.P., A.W.), Novartis Institutes for BioMedical Research, Novartis Pharma, Basel, Switzerland; and Department of Plastic, Reconstructive, Aesthetic and Hand Surgery, University Hospital Basel, Basel, Switzerland (B.L., R.W., D.J.S.)
| | - Hilmar Schiller
- Drug Metabolism and Pharmacokinetics (N.M., P.S., M.W., G.C., H.S., O.K., K.L.) and Pre-clinical Safety (K.K.B., B.B., F.P., A.W.), Novartis Institutes for BioMedical Research, Novartis Pharma, Basel, Switzerland; and Department of Plastic, Reconstructive, Aesthetic and Hand Surgery, University Hospital Basel, Basel, Switzerland (B.L., R.W., D.J.S.)
| | - Olivier Kretz
- Drug Metabolism and Pharmacokinetics (N.M., P.S., M.W., G.C., H.S., O.K., K.L.) and Pre-clinical Safety (K.K.B., B.B., F.P., A.W.), Novartis Institutes for BioMedical Research, Novartis Pharma, Basel, Switzerland; and Department of Plastic, Reconstructive, Aesthetic and Hand Surgery, University Hospital Basel, Basel, Switzerland (B.L., R.W., D.J.S.)
| | - Barbara Ling
- Drug Metabolism and Pharmacokinetics (N.M., P.S., M.W., G.C., H.S., O.K., K.L.) and Pre-clinical Safety (K.K.B., B.B., F.P., A.W.), Novartis Institutes for BioMedical Research, Novartis Pharma, Basel, Switzerland; and Department of Plastic, Reconstructive, Aesthetic and Hand Surgery, University Hospital Basel, Basel, Switzerland (B.L., R.W., D.J.S.)
| | - Reto Wettstein
- Drug Metabolism and Pharmacokinetics (N.M., P.S., M.W., G.C., H.S., O.K., K.L.) and Pre-clinical Safety (K.K.B., B.B., F.P., A.W.), Novartis Institutes for BioMedical Research, Novartis Pharma, Basel, Switzerland; and Department of Plastic, Reconstructive, Aesthetic and Hand Surgery, University Hospital Basel, Basel, Switzerland (B.L., R.W., D.J.S.)
| | - Dirk J Schaefer
- Drug Metabolism and Pharmacokinetics (N.M., P.S., M.W., G.C., H.S., O.K., K.L.) and Pre-clinical Safety (K.K.B., B.B., F.P., A.W.), Novartis Institutes for BioMedical Research, Novartis Pharma, Basel, Switzerland; and Department of Plastic, Reconstructive, Aesthetic and Hand Surgery, University Hospital Basel, Basel, Switzerland (B.L., R.W., D.J.S.)
| | - Francois Pognan
- Drug Metabolism and Pharmacokinetics (N.M., P.S., M.W., G.C., H.S., O.K., K.L.) and Pre-clinical Safety (K.K.B., B.B., F.P., A.W.), Novartis Institutes for BioMedical Research, Novartis Pharma, Basel, Switzerland; and Department of Plastic, Reconstructive, Aesthetic and Hand Surgery, University Hospital Basel, Basel, Switzerland (B.L., R.W., D.J.S.)
| | - Armin Wolf
- Drug Metabolism and Pharmacokinetics (N.M., P.S., M.W., G.C., H.S., O.K., K.L.) and Pre-clinical Safety (K.K.B., B.B., F.P., A.W.), Novartis Institutes for BioMedical Research, Novartis Pharma, Basel, Switzerland; and Department of Plastic, Reconstructive, Aesthetic and Hand Surgery, University Hospital Basel, Basel, Switzerland (B.L., R.W., D.J.S.)
| | - Karine Litherland
- Drug Metabolism and Pharmacokinetics (N.M., P.S., M.W., G.C., H.S., O.K., K.L.) and Pre-clinical Safety (K.K.B., B.B., F.P., A.W.), Novartis Institutes for BioMedical Research, Novartis Pharma, Basel, Switzerland; and Department of Plastic, Reconstructive, Aesthetic and Hand Surgery, University Hospital Basel, Basel, Switzerland (B.L., R.W., D.J.S.)
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