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Physiologically Based Pharmacokinetic Modeling of Transporter-Mediated Hepatic Disposition of Imaging Biomarker Gadoxetate in Rats
[Image: see text] Physiologically based pharmacokinetic (PBPK) models are increasingly used in drug development to simulate changes in both systemic and tissue exposures that arise as a result of changes in enzyme and/or transporter activity. Verification of these model-based simulations of tissue e...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical
Society
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8397403/ https://www.ncbi.nlm.nih.gov/pubmed/34283621 http://dx.doi.org/10.1021/acs.molpharmaceut.1c00206 |
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author | Scotcher, Daniel Melillo, Nicola Tadimalla, Sirisha Darwich, Adam S. Ziemian, Sabina Ogungbenro, Kayode Schütz, Gunnar Sourbron, Steven Galetin, Aleksandra |
author_facet | Scotcher, Daniel Melillo, Nicola Tadimalla, Sirisha Darwich, Adam S. Ziemian, Sabina Ogungbenro, Kayode Schütz, Gunnar Sourbron, Steven Galetin, Aleksandra |
author_sort | Scotcher, Daniel |
collection | PubMed |
description | [Image: see text] Physiologically based pharmacokinetic (PBPK) models are increasingly used in drug development to simulate changes in both systemic and tissue exposures that arise as a result of changes in enzyme and/or transporter activity. Verification of these model-based simulations of tissue exposure is challenging in the case of transporter-mediated drug–drug interactions (tDDI), in particular as these may lead to differential effects on substrate exposure in plasma and tissues/organs of interest. Gadoxetate, a promising magnetic resonance imaging (MRI) contrast agent, is a substrate of organic-anion-transporting polypeptide 1B1 (OATP1B1) and multidrug resistance-associated protein 2 (MRP2). In this study, we developed a gadoxetate PBPK model and explored the use of liver-imaging data to achieve and refine in vitro–in vivo extrapolation (IVIVE) of gadoxetate hepatic transporter kinetic data. In addition, PBPK modeling was used to investigate gadoxetate hepatic tDDI with rifampicin i.v. 10 mg/kg. In vivo dynamic contrast-enhanced (DCE) MRI data of gadoxetate in rat blood, spleen, and liver were used in this analysis. Gadoxetate in vitro uptake kinetic data were generated in plated rat hepatocytes. Mean (%CV) in vitro hepatocyte uptake unbound Michaelis–Menten constant (K(m,u)) of gadoxetate was 106 μM (17%) (n = 4 rats), and active saturable uptake accounted for 94% of total uptake into hepatocytes. PBPK–IVIVE of these data (bottom-up approach) captured reasonably systemic exposure, but underestimated the in vivo gadoxetate DCE–MRI profiles and elimination from the liver. Therefore, in vivo rat DCE–MRI liver data were subsequently used to refine gadoxetate transporter kinetic parameters in the PBPK model (top-down approach). Active uptake into the hepatocytes refined by the liver-imaging data was one order of magnitude higher than the one predicted by the IVIVE approach. Finally, the PBPK model was fitted to the gadoxetate DCE–MRI data (blood, spleen, and liver) obtained with and without coadministered rifampicin. Rifampicin was estimated to inhibit active uptake transport of gadoxetate into the liver by 96%. The current analysis highlighted the importance of gadoxetate liver data for PBPK model refinement, which was not feasible when using the blood data alone, as is common in PBPK modeling applications. The results of our study demonstrate the utility of organ-imaging data in evaluating and refining PBPK transporter IVIVE to support the subsequent model use for quantitative evaluation of hepatic tDDI. |
format | Online Article Text |
id | pubmed-8397403 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | American Chemical
Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-83974032021-08-31 Physiologically Based Pharmacokinetic Modeling of Transporter-Mediated Hepatic Disposition of Imaging Biomarker Gadoxetate in Rats Scotcher, Daniel Melillo, Nicola Tadimalla, Sirisha Darwich, Adam S. Ziemian, Sabina Ogungbenro, Kayode Schütz, Gunnar Sourbron, Steven Galetin, Aleksandra Mol Pharm [Image: see text] Physiologically based pharmacokinetic (PBPK) models are increasingly used in drug development to simulate changes in both systemic and tissue exposures that arise as a result of changes in enzyme and/or transporter activity. Verification of these model-based simulations of tissue exposure is challenging in the case of transporter-mediated drug–drug interactions (tDDI), in particular as these may lead to differential effects on substrate exposure in plasma and tissues/organs of interest. Gadoxetate, a promising magnetic resonance imaging (MRI) contrast agent, is a substrate of organic-anion-transporting polypeptide 1B1 (OATP1B1) and multidrug resistance-associated protein 2 (MRP2). In this study, we developed a gadoxetate PBPK model and explored the use of liver-imaging data to achieve and refine in vitro–in vivo extrapolation (IVIVE) of gadoxetate hepatic transporter kinetic data. In addition, PBPK modeling was used to investigate gadoxetate hepatic tDDI with rifampicin i.v. 10 mg/kg. In vivo dynamic contrast-enhanced (DCE) MRI data of gadoxetate in rat blood, spleen, and liver were used in this analysis. Gadoxetate in vitro uptake kinetic data were generated in plated rat hepatocytes. Mean (%CV) in vitro hepatocyte uptake unbound Michaelis–Menten constant (K(m,u)) of gadoxetate was 106 μM (17%) (n = 4 rats), and active saturable uptake accounted for 94% of total uptake into hepatocytes. PBPK–IVIVE of these data (bottom-up approach) captured reasonably systemic exposure, but underestimated the in vivo gadoxetate DCE–MRI profiles and elimination from the liver. Therefore, in vivo rat DCE–MRI liver data were subsequently used to refine gadoxetate transporter kinetic parameters in the PBPK model (top-down approach). Active uptake into the hepatocytes refined by the liver-imaging data was one order of magnitude higher than the one predicted by the IVIVE approach. Finally, the PBPK model was fitted to the gadoxetate DCE–MRI data (blood, spleen, and liver) obtained with and without coadministered rifampicin. Rifampicin was estimated to inhibit active uptake transport of gadoxetate into the liver by 96%. The current analysis highlighted the importance of gadoxetate liver data for PBPK model refinement, which was not feasible when using the blood data alone, as is common in PBPK modeling applications. The results of our study demonstrate the utility of organ-imaging data in evaluating and refining PBPK transporter IVIVE to support the subsequent model use for quantitative evaluation of hepatic tDDI. American Chemical Society 2021-07-20 2021-08-02 /pmc/articles/PMC8397403/ /pubmed/34283621 http://dx.doi.org/10.1021/acs.molpharmaceut.1c00206 Text en © 2021 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Scotcher, Daniel Melillo, Nicola Tadimalla, Sirisha Darwich, Adam S. Ziemian, Sabina Ogungbenro, Kayode Schütz, Gunnar Sourbron, Steven Galetin, Aleksandra Physiologically Based Pharmacokinetic Modeling of Transporter-Mediated Hepatic Disposition of Imaging Biomarker Gadoxetate in Rats |
title | Physiologically Based Pharmacokinetic Modeling of
Transporter-Mediated Hepatic Disposition of Imaging Biomarker Gadoxetate
in Rats |
title_full | Physiologically Based Pharmacokinetic Modeling of
Transporter-Mediated Hepatic Disposition of Imaging Biomarker Gadoxetate
in Rats |
title_fullStr | Physiologically Based Pharmacokinetic Modeling of
Transporter-Mediated Hepatic Disposition of Imaging Biomarker Gadoxetate
in Rats |
title_full_unstemmed | Physiologically Based Pharmacokinetic Modeling of
Transporter-Mediated Hepatic Disposition of Imaging Biomarker Gadoxetate
in Rats |
title_short | Physiologically Based Pharmacokinetic Modeling of
Transporter-Mediated Hepatic Disposition of Imaging Biomarker Gadoxetate
in Rats |
title_sort | physiologically based pharmacokinetic modeling of
transporter-mediated hepatic disposition of imaging biomarker gadoxetate
in rats |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8397403/ https://www.ncbi.nlm.nih.gov/pubmed/34283621 http://dx.doi.org/10.1021/acs.molpharmaceut.1c00206 |
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