Using Endogenous Biomarkers to Derisk Assessment of Transporter-Mediated Drug-Drug Interactions: A Scientific Perspective
- PMID: 35778968
- DOI: 10.1002/jcph.2119
Using Endogenous Biomarkers to Derisk Assessment of Transporter-Mediated Drug-Drug Interactions: A Scientific Perspective
Abstract
Comprehensive characterization of transporter mediated drug-drug interactions (DDIs) is important to formulate clinical management strategies and ensure the safe and effective use of concomitantly administered drugs. The potential of a drug to inhibit transporters is predicted by comparing the ratio of the relevant concentration (depending on the transporter) and the half maximum inhibitory concentration to a predefined "cutoff" value. If the ratio is greater than the cutoff value, modeling approaches such as physiologically based pharmacokinetic modeling or a clinical DDI trial may be recommended. Because false-positive (in vitro data suggest the potential for a DDI, whereas no significant DDI is observed in vivo) and false-negative (in vitro data does not suggest the potential for a DDI, whereas significant DDI is observed in vivo) outcomes have been observed, there is interest in exploring additional approaches to facilitate prediction of transporter-mediated DDIs. The idea of assessing changes in the concentration of endogenous biomarkers (which are substrates of clinically relevant transporters) to gain insight on the potential for a drug to inhibit transporter activity has received widespread attention. This brief report describes how endogenous biomarkers may help to expand the DDI assessment toolkit, highlights some current knowledge gaps, and outlines a conceptual framework that may complement the current paradigm of predicting the potential for transporter-mediated DDIs.
Keywords: coproporphyrins; drug-drug interactions; endogenous biomarkers; physiologically based pharmacokinetic (PBPK) modeling; transporters.
Published 2022. This article is a U.S. Government work and is in the public domain in the USA.
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References
-
- Rekic D, Reynolds KS, Zhao P, et al. Clinical drug-drug interaction evaluations to inform drug use and enable drug access. J Pharm Sci. 2017;106(9):2214-2218.
-
- Arya V, Kiser JJ. Role of transporters in drug development. J Clin Pharmacol. 2016;56(Suppl 7):S7-S10.
-
- Lee SC, Arya V, Yang X, et al. Evaluation of transporters in drug development: current status and contemporary issues. Adv Drug Deliv Rev. 2017;116:100-118.
-
- Yang X, Pfuma Fletcher E, Huang SM, et al. Regulatory efforts to facilitate evaluation and clinical management of drug-drug interaction risks. Clin Pharmacol Ther. 2021;109 (1):42-46.
-
- U.S. Department of Health and Human Services, Food and Drug Administration, Center for Drug Evaluation and Research (CDER). In Vitro Drug Interaction Studies - Cytochrome P450 Enzyme- and Transporter-Mediated Drug Interactions Guidance for Industry. January 2020.
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