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Choi HJ, Madari S, Huang F. Utilising Endogenous Biomarkers in Drug Development to Streamline the Assessment of Drug-Drug Interactions Mediated by Renal Transporters: A Pharmaceutical Industry Perspective. Clin Pharmacokinet 2024; 63:735-749. [PMID: 38867094 PMCID: PMC11222257 DOI: 10.1007/s40262-024-01385-0] [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] [Accepted: 05/09/2024] [Indexed: 06/14/2024]
Abstract
The renal secretion of many drugs is facilitated by membrane transporters, including organic cation transporter 2, multidrug and toxin extrusion protein 1/2-K and organic anion transporters 1 and 3. Inhibition of these transporters can reduce renal excretion of drugs and thereby pose a safety risk. Assessing the risk of inhibition of these membrane transporters by investigational drugs remains a key focus in the evaluation of drug-drug interactions (DDIs). Current methods to predict DDI risk are based on generating in vitro data followed by a clinical assessment using a recommended exogenous probe substrate for the individual drug transporter. More recently, monitoring plasma-based and urine-based endogenous biomarkers to predict transporter-mediated DDIs in early phase I studies represents a promising approach to facilitate, improve and potentially avoid conventional clinical DDI studies. This perspective reviews the evidence for use of these endogenous biomarkers in the assessment of renal transporter-mediated DDI, evaluates how endogenous biomarkers may help to expand the DDI assessment toolkit and offers some potential knowledge gaps. A conceptual framework for assessment that may complement the current paradigm of predicting the potential for renal transporter-mediated DDIs is outlined.
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Affiliation(s)
- Hee Jae Choi
- Translational Medicine and Clinical Pharmacology, Boehringer Ingelheim Pharmaceuticals, Inc., 900 Ridgebury Road, Ridgefield, CT, 06877, USA
| | - Shilpa Madari
- Translational Medicine and Clinical Pharmacology, Boehringer Ingelheim Pharmaceuticals, Inc., 900 Ridgebury Road, Ridgefield, CT, 06877, USA
| | - Fenglei Huang
- Translational Medicine and Clinical Pharmacology, Boehringer Ingelheim Pharmaceuticals, Inc., 900 Ridgebury Road, Ridgefield, CT, 06877, USA.
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2
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Türk D, Müller F, Fromm MF, Selzer D, Dallmann R, Lehr T. Renal Transporter-Mediated Drug-Biomarker Interactions of the Endogenous Substrates Creatinine and N 1 -Methylnicotinamide: A PBPK Modeling Approach. Clin Pharmacol Ther 2022; 112:687-698. [PMID: 35527512 DOI: 10.1002/cpt.2636] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Accepted: 04/28/2022] [Indexed: 01/06/2023]
Abstract
Endogenous biomarkers for transporter-mediated drug-drug interaction (DDI) predictions represent a promising approach to facilitate and improve conventional DDI investigations in clinical studies. This approach requires high sensitivity and specificity of biomarkers for the targets of interest (e.g., transport proteins), as well as rigorous characterization of their kinetics, which can be accomplished utilizing physiologically-based pharmacokinetic (PBPK) modeling. Therefore, the objective of this study was to develop PBPK models of the endogenous organic cation transporter (OCT)2 and multidrug and toxin extrusion protein (MATE)1 substrates creatinine and N1 -methylnicotinamide (NMN). Additionally, this study aimed to predict kinetic changes of the biomarkers during administration of the OCT2 and MATE1 perpetrator drugs trimethoprim, pyrimethamine, and cimetidine. Whole-body PBPK models of creatinine and NMN were developed utilizing studies investigating creatinine or NMN exogenous administration and endogenous synthesis. The newly developed models accurately describe and predict observed plasma concentration-time profiles and urinary excretion of both biomarkers. Subsequently, models were coupled to the previously built and evaluated perpetrator models of trimethoprim, pyrimethamine, and cimetidine for interaction predictions. Increased creatinine plasma concentrations and decreased urinary excretion during the drug-biomarker interactions with trimethoprim, pyrimethamine, and cimetidine were well-described. An additional inhibition of NMN synthesis by trimethoprim and pyrimethamine was hypothesized, improving NMN plasma and urine interaction predictions. To summarize, whole-body PBPK models of creatinine and NMN were built and evaluated to better assess creatinine and NMN kinetics while uncovering knowledge gaps for future research. The models can support investigations of renal transporter-mediated DDIs during drug development.
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Affiliation(s)
- Denise Türk
- Clinical Pharmacy, Saarland University, Saarbrücken, Germany
| | - Fabian Müller
- Institute of Experimental and Clinical Pharmacology and Toxicology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Martin F Fromm
- Institute of Experimental and Clinical Pharmacology and Toxicology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Dominik Selzer
- Clinical Pharmacy, Saarland University, Saarbrücken, Germany
| | - Robert Dallmann
- Division of Biomedical Sciences, Warwick Medical School, University of Warwick, Coventry, UK
| | - Thorsten Lehr
- Clinical Pharmacy, Saarland University, Saarbrücken, Germany
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Zhang Y, Holenarsipur VK, Kandoussi H, Zeng J, Mariappan TT, Sinz M, Shen H. Detection of Weak Organic Anion-Transporting Polypeptide 1B Inhibition by Probenecid with Plasma-Based Coproporphyrin in Humans. Drug Metab Dispos 2020; 48:841-848. [PMID: 32723847 DOI: 10.1124/dmd.120.000076] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2020] [Accepted: 07/13/2020] [Indexed: 02/13/2025] Open
Abstract
Probenecid (PROB) is a clinical probe inhibitor of renal organic anion transporter (OAT) 1 and OAT3 that inhibits in vitro activity of hepatic drug transporters OATP1B1 and OATP1B3. It was hypothesized that PROB could potentially affect the disposition of OATP1B drug substrates. The plasma levels of the OATP1B endogenous biomarker candidates, including coproporphyrin I (CPI), CPIII, hexadecanedioate (HDA), and tetradecanedioate (TDA), were examined in 14 healthy subjects treated with PROB. After oral administration with 1000 mg PROB alone and in combination with furosemide (FSM), AUC (0-24 h) values were 1.39 ± 0.21-fold and 1.57 ± 0.41-fold higher than predose levels for CPI and 1.34 ± 0.16-fold and 1.45 ± 0.57-fold higher for CPIII. Despite increased systemic exposures, no decreases in CPI and CPIII renal clearance were observed (0.97 ± 0.38-fold and 1.16 ± 0.51-fold for CPI, and 1.34 ± 0.53-fold and 1.50 ± 0.69-fold for CPIII, respectively). These results suggest that the increase of CP systemic exposure is caused by OATP1B inhibition. Consistent with this hypothesis, PROB inhibited OATP1B1- and OATP1B3-mediated transport of CPI in a concentration-dependent manner, with IC50 values of 167 ± 42.0 and 76.0 ± 17.2 µM, respectively, in transporter-overexpressing human embryonic kidney cell assay. The inhibition potential was further confirmed by CPI and CPIII hepatocyte uptake experiments. In contrast, administration of PROB alone did not change AUC (0-24 h) of HDA and TDA relative to prestudy levels, although the administration of PROB in combination with FSM increased HDA and TDA levels compared with FSM alone (1.02 ± 0.18-fold and 0.90 ± 0.20-fold vs. 1.71 ± 0.43-fold and 1.62 ± 0.40-fold). Taken together, these findings indicate that PROB displays weak OATP1B inhibitory effects in vivo and that coproporphyrin is a sensitive endogenous probe of OATP1B inhibition. This study provides an explanation for the heretofore unknown mechanism responsible for PROB's interaction with other xenobiotics. SIGNIFICANCE STATEMENT: This study suggested that PROB is a weak clinical inhibitor of OATP1B based on the totality of evidence from the clinical interaction between PROB and CP and the in vitro inhibitory effect of PROB on OATP1B-mediated CP uptake. It demonstrates a new methodology of utilizing endogenous biomarkers to evaluate complex drug-drug interaction, providing explanation for the heretofore unknown mechanism responsible for PROB's inhibition. It provides evidence to strengthen the claim that CP is a sensitive circulating endogenous biomarker of OATP1B inhibition.
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Affiliation(s)
- Yueping Zhang
- Departments of Metabolism and Pharmacokinetics (Y.Z., M.S., H.S.) and Bioanalytical Sciences (H.K., J.Z.), Bristol Myers Squibb Company, Princeton, New Jersey; and Departments of Metabolism and Pharmacokinetics (V.K.H., T.T.M.), Biocon Bristol Myers Squibb R&D Centre (BBRC), Syngene International Ltd., Biocon Park, Bommasandra IV Phase, Bangalore, India
| | - Vinay K Holenarsipur
- Departments of Metabolism and Pharmacokinetics (Y.Z., M.S., H.S.) and Bioanalytical Sciences (H.K., J.Z.), Bristol Myers Squibb Company, Princeton, New Jersey; and Departments of Metabolism and Pharmacokinetics (V.K.H., T.T.M.), Biocon Bristol Myers Squibb R&D Centre (BBRC), Syngene International Ltd., Biocon Park, Bommasandra IV Phase, Bangalore, India
| | - Hamza Kandoussi
- Departments of Metabolism and Pharmacokinetics (Y.Z., M.S., H.S.) and Bioanalytical Sciences (H.K., J.Z.), Bristol Myers Squibb Company, Princeton, New Jersey; and Departments of Metabolism and Pharmacokinetics (V.K.H., T.T.M.), Biocon Bristol Myers Squibb R&D Centre (BBRC), Syngene International Ltd., Biocon Park, Bommasandra IV Phase, Bangalore, India
| | - Jianing Zeng
- Departments of Metabolism and Pharmacokinetics (Y.Z., M.S., H.S.) and Bioanalytical Sciences (H.K., J.Z.), Bristol Myers Squibb Company, Princeton, New Jersey; and Departments of Metabolism and Pharmacokinetics (V.K.H., T.T.M.), Biocon Bristol Myers Squibb R&D Centre (BBRC), Syngene International Ltd., Biocon Park, Bommasandra IV Phase, Bangalore, India
| | - T Thanga Mariappan
- Departments of Metabolism and Pharmacokinetics (Y.Z., M.S., H.S.) and Bioanalytical Sciences (H.K., J.Z.), Bristol Myers Squibb Company, Princeton, New Jersey; and Departments of Metabolism and Pharmacokinetics (V.K.H., T.T.M.), Biocon Bristol Myers Squibb R&D Centre (BBRC), Syngene International Ltd., Biocon Park, Bommasandra IV Phase, Bangalore, India
| | - Michael Sinz
- Departments of Metabolism and Pharmacokinetics (Y.Z., M.S., H.S.) and Bioanalytical Sciences (H.K., J.Z.), Bristol Myers Squibb Company, Princeton, New Jersey; and Departments of Metabolism and Pharmacokinetics (V.K.H., T.T.M.), Biocon Bristol Myers Squibb R&D Centre (BBRC), Syngene International Ltd., Biocon Park, Bommasandra IV Phase, Bangalore, India
| | - Hong Shen
- Departments of Metabolism and Pharmacokinetics (Y.Z., M.S., H.S.) and Bioanalytical Sciences (H.K., J.Z.), Bristol Myers Squibb Company, Princeton, New Jersey; and Departments of Metabolism and Pharmacokinetics (V.K.H., T.T.M.), Biocon Bristol Myers Squibb R&D Centre (BBRC), Syngene International Ltd., Biocon Park, Bommasandra IV Phase, Bangalore, India
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Gu X, Wang L, Gan J, Fancher RM, Tian Y, Hong Y, Lai Y, Sinz M, Shen H. Absorption and Disposition of Coproporphyrin I (CPI) in Cynomolgus Monkeys and Mice: Pharmacokinetic Evidence to Support the Use of CPI to Inform the Potential for Organic Anion-Transporting Polypeptide Inhibition. Drug Metab Dispos 2020; 48:724-734. [PMID: 32482623 DOI: 10.1124/dmd.120.090670] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Accepted: 05/19/2020] [Indexed: 02/13/2025] Open
Abstract
Despite a recent expansion in the recognition of the potential utility of coproporphyrin (CP) as an endogenous biomarker of organic anion-transporting polypeptide (OATP) 1B activity, there have been few detailed studies of CP's pharmacokinetic behavior and an overall poor understanding of its pharmacokinetic fate from tissues and excretion. Here, we describe the pharmacokinetics of octadeuterium-labeled coproporphyrin I (CPI-d8) in cynomolgus monkeys following oral and intravenous administration. CPI-d8 has a half-life and bioavailability of 7.6 hours and 3.2%, respectively. Cynomolgus monkeys received oral cyclosporin A (CsA) at 4, 20, and 100 mg/kg which yielded maximum blood concentrations (C max) and area under the plasma concentration-time curve (AUC) values of 0.19, 2.5, and 3.8 µM, and 2.7, 10.5, and 26.6 µM·h, respectively. The apparent CsA-dose dependent increase in the AUC ratio of CPI-d8 (1.8, 6.2, and 10.5), CPI (1.1, 1.4, and 4.4), and CPIII (1.1, 1.8, and 4.6) at 4, 20, and 100 mg, respectively. In contrast, the plasma concentrations of CPI and CPIII were generally not affected by intravenous administration of the renal organic anion and cation transporter inhibitors (probenecid and pyrimethamine, respectively). In addition, tritium-labeled coproporphyrin I ([3H]CPI) showed specific and rapid distribution to the liver, intestine, and kidney after an intravenous dose in mice using quantitative whole-body autoradiography. Rifampin markedly reduced the liver and intestinal uptake of [3H]CPI while increasing the kidney uptake. Taken together, these results suggest that hepatic OATP considerably affects the disposition of CPI in animal models, indicating CPI is a sensitive and selective endogenous biomarker of OATP inhibition. SIGNIFICANCE STATEMENT: This study demonstrated that coproporphyrin I (CPI) has favorable oral absorption, distribution, and elimination profiles in monkeys and mice as an endogenous biomarker. It also demonstrated its sensitivity and selectivity as a probe of organic anion-transporting polypeptide (OATP) 1B activity. The study reports, for the first time, in vivo pharmacokinetics, tissue distribution, sensitivity, and selectivity of CPI as an OATP1B endogenous biomarker in animals. The data provide preclinical support for exploration of its utility as a sensitive and selective circulating OATP biomarker in humans.
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Affiliation(s)
- Xiaomei Gu
- Departments of Metabolism and Pharmacokinetics (X.G., L.W., J.G., R.M.F., Y.L., M.S., H.S.) and Radiochemistry (Y.T., Y.H.), Bristol Myers Squibb Company, Princeton, New Jersey
| | - Lifei Wang
- Departments of Metabolism and Pharmacokinetics (X.G., L.W., J.G., R.M.F., Y.L., M.S., H.S.) and Radiochemistry (Y.T., Y.H.), Bristol Myers Squibb Company, Princeton, New Jersey
| | - Jinping Gan
- Departments of Metabolism and Pharmacokinetics (X.G., L.W., J.G., R.M.F., Y.L., M.S., H.S.) and Radiochemistry (Y.T., Y.H.), Bristol Myers Squibb Company, Princeton, New Jersey
| | - R Marcus Fancher
- Departments of Metabolism and Pharmacokinetics (X.G., L.W., J.G., R.M.F., Y.L., M.S., H.S.) and Radiochemistry (Y.T., Y.H.), Bristol Myers Squibb Company, Princeton, New Jersey
| | - Yuan Tian
- Departments of Metabolism and Pharmacokinetics (X.G., L.W., J.G., R.M.F., Y.L., M.S., H.S.) and Radiochemistry (Y.T., Y.H.), Bristol Myers Squibb Company, Princeton, New Jersey
| | - Yang Hong
- Departments of Metabolism and Pharmacokinetics (X.G., L.W., J.G., R.M.F., Y.L., M.S., H.S.) and Radiochemistry (Y.T., Y.H.), Bristol Myers Squibb Company, Princeton, New Jersey
| | - Yurong Lai
- Departments of Metabolism and Pharmacokinetics (X.G., L.W., J.G., R.M.F., Y.L., M.S., H.S.) and Radiochemistry (Y.T., Y.H.), Bristol Myers Squibb Company, Princeton, New Jersey
| | - Michael Sinz
- Departments of Metabolism and Pharmacokinetics (X.G., L.W., J.G., R.M.F., Y.L., M.S., H.S.) and Radiochemistry (Y.T., Y.H.), Bristol Myers Squibb Company, Princeton, New Jersey
| | - Hong Shen
- Departments of Metabolism and Pharmacokinetics (X.G., L.W., J.G., R.M.F., Y.L., M.S., H.S.) and Radiochemistry (Y.T., Y.H.), Bristol Myers Squibb Company, Princeton, New Jersey
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Lu C, Di L. In vitro
and
in vivo
methods to assess pharmacokinetic drug– drug interactions in drug discovery and development. Biopharm Drug Dispos 2020; 41:3-31. [DOI: 10.1002/bdd.2212] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Revised: 09/27/2019] [Accepted: 10/28/2019] [Indexed: 12/11/2022]
Affiliation(s)
- Chuang Lu
- Department of DMPKSanofi Company Waltham MA 02451
| | - Li Di
- Pharmacokinetics, Dynamics and MetabolismPfizer Worldwide Research & Development Groton CT 06340
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Shen H, Scialis RJ, Lehman-McKeeman L. Xenobiotic Transporters in the Kidney: Function and Role in Toxicity. Semin Nephrol 2019; 39:159-175. [DOI: 10.1016/j.semnephrol.2018.12.010] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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Novel LC–MS assays impacting CYP and transporter drug–drug interaction evaluations. Bioanalysis 2018. [DOI: 10.4155/bio-2018-0086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
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