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Basit A, Amory JK, Mettu VS, Li CY, Heyward S, Jariwala PB, Redinbo MR, Prasad B. Relevance of Human Aldoketoreductases and Microbial β-Glucuronidases in Testosterone Disposition. Drug Metab Dispos 2023; 51:427-435. [PMID: 36623880 PMCID: PMC10043941 DOI: 10.1124/dmd.122.000975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2022] [Revised: 11/06/2022] [Accepted: 12/06/2022] [Indexed: 01/11/2023] Open
Abstract
Testosterone exhibits high variability in pharmacokinetics and glucuronidation after oral administration. Although testosterone metabolism has been studied for decades, the impact of UGT2B17 gene deletion and the role of gut bacterial β-glucuronidases on its disposition are not well characterized. We first performed an exploratory study to investigate the effect of UGT2B17 gene deletion on the global liver proteome, which revealed significant increases in proteins from multiple biological pathways. The most upregulated liver proteins were aldoketoreductases [AKR1D1, AKR1C4, AKR7A3, AKR1A1, and 7-dehydrocholesterol reductase (DHCR7)] and alcohol or aldehyde dehydrogenases (ADH6, ADH1C, ALDH1A1, ALDH9A1, and ALDH5A). In vitro assays revealed that AKR1D1 and AKR1C4 inactivate testosterone to 5β-dihydrotestosterone (5β-DHT) and 3α,5β-tetrahydrotestosterone (3α,5β-THT), respectively. These metabolites also appeared in human hepatocytes treated with testosterone and in human serum collected after oral testosterone dosing in men. Our data also suggest that 5β-DHT and 3α, 5β-THT are then eliminated through glucuronidation by UGT2B7 in UGT2B17 deletion individuals. Second, we evaluated the potential reactivation of testosterone glucuronide (TG) after its secretion into the intestinal lumen. Incubation of TG with purified gut microbial β-glucuronidase enzymes and with human fecal extracts confirmed testosterone reactivation into testosterone by gut bacterial enzymes. Both testosterone metabolic switching and variable testosterone activation by gut microbial enzymes are important mechanisms for explaining the disposition of orally administered testosterone and appear essential to unraveling the molecular mechanisms underlying UGT2B17-associated pathophysiological conditions. SIGNIFICANCE STATEMENT: This study investigated the association of UGT2B17 gene deletion and gut bacterial β-glucuronidases with testosterone disposition in vitro. The experiments revealed upregulation of AKR1D1 and AKR1C4 in UGT2B17 deletion individuals, and the role of these enzymes to inactivate testosterone to 5β-dihydrotestosterone and 3α, 5β-tetrahydrotestosterone, respectively. Key gut bacterial species responsible for testosterone glucuronide activation were identified. These data are important for explaining the disposition of exogenously administered testosterone and appear essential to unraveling the molecular mechanisms underlying UGT2B17-associated pathophysiological conditions.
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Affiliation(s)
- Abdul Basit
- Department of Pharmaceutical Sciences, Washington State University, Spokane, Washington (A.B., V.S.M., B.P.); Departments of Medicine (J.K.A.) and Pharmaceutics (C.Y.L.), University of Washington, Seattle, Washington; BioIVT Inc., Baltimore, Maryland (S.H.); and Departments of Chemistry, Biochemistry, and Microbiology and the Integrated Program for Biological and Genome Sciences, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina (P.B.J., M.R.R.)
| | - John K Amory
- Department of Pharmaceutical Sciences, Washington State University, Spokane, Washington (A.B., V.S.M., B.P.); Departments of Medicine (J.K.A.) and Pharmaceutics (C.Y.L.), University of Washington, Seattle, Washington; BioIVT Inc., Baltimore, Maryland (S.H.); and Departments of Chemistry, Biochemistry, and Microbiology and the Integrated Program for Biological and Genome Sciences, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina (P.B.J., M.R.R.)
| | - Vijaya Saradhi Mettu
- Department of Pharmaceutical Sciences, Washington State University, Spokane, Washington (A.B., V.S.M., B.P.); Departments of Medicine (J.K.A.) and Pharmaceutics (C.Y.L.), University of Washington, Seattle, Washington; BioIVT Inc., Baltimore, Maryland (S.H.); and Departments of Chemistry, Biochemistry, and Microbiology and the Integrated Program for Biological and Genome Sciences, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina (P.B.J., M.R.R.)
| | - Cindy Yanfei Li
- Department of Pharmaceutical Sciences, Washington State University, Spokane, Washington (A.B., V.S.M., B.P.); Departments of Medicine (J.K.A.) and Pharmaceutics (C.Y.L.), University of Washington, Seattle, Washington; BioIVT Inc., Baltimore, Maryland (S.H.); and Departments of Chemistry, Biochemistry, and Microbiology and the Integrated Program for Biological and Genome Sciences, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina (P.B.J., M.R.R.)
| | - Scott Heyward
- Department of Pharmaceutical Sciences, Washington State University, Spokane, Washington (A.B., V.S.M., B.P.); Departments of Medicine (J.K.A.) and Pharmaceutics (C.Y.L.), University of Washington, Seattle, Washington; BioIVT Inc., Baltimore, Maryland (S.H.); and Departments of Chemistry, Biochemistry, and Microbiology and the Integrated Program for Biological and Genome Sciences, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina (P.B.J., M.R.R.)
| | - Parth B Jariwala
- Department of Pharmaceutical Sciences, Washington State University, Spokane, Washington (A.B., V.S.M., B.P.); Departments of Medicine (J.K.A.) and Pharmaceutics (C.Y.L.), University of Washington, Seattle, Washington; BioIVT Inc., Baltimore, Maryland (S.H.); and Departments of Chemistry, Biochemistry, and Microbiology and the Integrated Program for Biological and Genome Sciences, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina (P.B.J., M.R.R.)
| | - Matthew R Redinbo
- Department of Pharmaceutical Sciences, Washington State University, Spokane, Washington (A.B., V.S.M., B.P.); Departments of Medicine (J.K.A.) and Pharmaceutics (C.Y.L.), University of Washington, Seattle, Washington; BioIVT Inc., Baltimore, Maryland (S.H.); and Departments of Chemistry, Biochemistry, and Microbiology and the Integrated Program for Biological and Genome Sciences, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina (P.B.J., M.R.R.)
| | - Bhagwat Prasad
- Department of Pharmaceutical Sciences, Washington State University, Spokane, Washington (A.B., V.S.M., B.P.); Departments of Medicine (J.K.A.) and Pharmaceutics (C.Y.L.), University of Washington, Seattle, Washington; BioIVT Inc., Baltimore, Maryland (S.H.); and Departments of Chemistry, Biochemistry, and Microbiology and the Integrated Program for Biological and Genome Sciences, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina (P.B.J., M.R.R.)
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Balhara A, Ladumor MK, Nankar RP, Syed SD, Giri S, Prasad B, Singh S. Exploration of the Plausible Mechanism of Ethambutol Induced Ocular Toxicity by Using Proteomics Informed Physiologically Based Pharmacokinetic (PBPK) Modeling. Pharm Res 2022; 39:677-689. [PMID: 35301670 DOI: 10.1007/s11095-022-03227-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/07/2022] [Indexed: 10/18/2022]
Abstract
PURPOSE Ethambutol (EMB) is a first-line anti-tubercular drug that is known to cause optic neuropathy. The exact mechanism of its eye toxicity is unknown; however, proposition is metal chelating effect of both EMB and its metabolite 2,2'-(ethylenediamino)-dibutyric acid (EDBA). The latter is formed by sequential metabolism of EMB by alcohol dehydrogenases (ADHs) and aldehyde dehydrogenases (ALDHs). The purpose of this study was to predict the levels of drug and EDBA in the eye using physiologically based pharmacokinetic (PBPK) modeling. METHODS The PBPK model of EMB was developed using GastroPlus. The intrinsic hepatic clearance of ALDH, calculated by the model, was scaled down using proteomics data to estimate the rate of formation of EDBA in the eye. Additionally, the comparative permeability of EMB and EDBA was assessed by employing in silico and in vitro approaches. The rate of formation of EDBA in the eye and permeability data were then incorporated in a compartmental model to predict the ocular levels of EMB and EDBA. RESULTS The simulation results of compartmental model highlighted that there was an on-site formation of EDBA upon metabolism of EMB. Furthermore, in silico and in vitro studies revealed that EDBA possessed much lower permeability than EMB. These observations meant that once EDBA was formed in the eye, it was not permeated out and hence achieved higher ocular concentration. CONCLUSION The on-site formation of EDBA in the eye, its higher local concentration due to lower ocular clearance and its pre-known characteristic to chelate metal species better explains the ocular toxicity shown by EMB.
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Affiliation(s)
- Ankit Balhara
- Department of Pharmaceutical Analysis, National Institute of Pharmaceutical Education and Research (NIPER), S.A.S Nagar, 160062, Punjab, India
| | - Mayur K Ladumor
- Department of Pharmaceutical Analysis, National Institute of Pharmaceutical Education and Research (NIPER), S.A.S Nagar, 160062, Punjab, India.,Department of Pharmaceutics, University of Washington, Seattle, WA, 99202, USA
| | - Rakesh P Nankar
- Aurigene Discovery Technologies Ltd., Electronics City Phase II, Bengaluru, 560100, Karnataka, India
| | - Samiulla Dodheri Syed
- Aurigene Discovery Technologies Ltd., Electronics City Phase II, Bengaluru, 560100, Karnataka, India
| | - Sanjeev Giri
- Aurigene Discovery Technologies Ltd., Electronics City Phase II, Bengaluru, 560100, Karnataka, India
| | - Bhagwat Prasad
- Department of Pharmaceutical Sciences, Washington State University, Spokane, WA, 99202, USA
| | - Saranjit Singh
- Department of Pharmaceutical Analysis, National Institute of Pharmaceutical Education and Research (NIPER), S.A.S Nagar, 160062, Punjab, India.
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Davydov DR, Dangi B, Yue G, Ahire DS, Prasad B, Zgoda VG. Exploring the Interactome of Cytochrome P450 2E1 in Human Liver Microsomes with Chemical Crosslinking Mass Spectrometry. Biomolecules 2022; 12:biom12020185. [PMID: 35204686 PMCID: PMC8869672 DOI: 10.3390/biom12020185] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 01/19/2022] [Accepted: 01/20/2022] [Indexed: 12/05/2022] Open
Abstract
Aiming to elucidate the system-wide effects of the alcohol-induced increase in the content of cytochrome P450 2E1 (CYP2E1) on drug metabolism, we explored the array of its protein-protein interactions (interactome) in human liver microsomes (HLM) with chemical crosslinking mass spectrometry (CXMS). Our strategy employs membrane incorporation of purified CYP2E1 modified with photoreactive crosslinkers benzophenone-4-maleimide and 4-(N-succinimidylcarboxy)benzophenone. Exposure of bait-incorporated HLM samples to light was followed by isolating the His-tagged bait protein and its crosslinked aggregates on Ni-NTA agarose. Analyzing the individual bands of SDS-PAGE slabs of thereby isolated protein with the toolset of untargeted proteomics, we detected the crosslinked dimeric and trimeric complexes of CYP2E1 with other drug-metabolizing enzymes. Among the most extensively crosslinked partners of CYP2E1 are the cytochromes P450 2A6, 2C8, 3A4, 4A11, and 4F2, UDP-glucuronosyltransferases (UGTs) 1A and 2B, fatty aldehyde dehydrogenase (ALDH3A2), epoxide hydrolase 1 (EPHX1), disulfide oxidase 1α (ERO1L), and ribophorin II (RPN2). These results demonstrate the exploratory power of the proposed CXMS strategy and corroborate the concept of tight functional integration in the human drug-metabolizing ensemble through protein-protein interactions of the constituting enzymes.
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Affiliation(s)
- Dmitri R. Davydov
- Department of Chemistry, Washington State University, Pullman, WA 99164, USA;
- Correspondence:
| | - Bikash Dangi
- Department of Chemistry, Washington State University, Pullman, WA 99164, USA;
| | - Guihua Yue
- Department of Pharmaceutical Sciences, Washington State University, Spokane, WA 99202, USA; (G.Y.); (D.S.A.); (B.P.)
| | - Deepak S. Ahire
- Department of Pharmaceutical Sciences, Washington State University, Spokane, WA 99202, USA; (G.Y.); (D.S.A.); (B.P.)
| | - Bhagwat Prasad
- Department of Pharmaceutical Sciences, Washington State University, Spokane, WA 99202, USA; (G.Y.); (D.S.A.); (B.P.)
| | - Victor G. Zgoda
- Orekhovich Institute of Biomedical Chemistry, Pogodinskaya 10, 119121 Moscow, Russia;
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