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Physiologically‐based pharmacokinetic model‐based translation of OATP1B‐mediated drug–drug interactions from coproporphyrin I to probe drugs
The accurate prediction of OATP1B‐mediated drug–drug interactions (DDIs) is challenging for drug development. Here, we report a physiologically‐based pharmacokinetic (PBPK) model analysis for clinical DDI data generated in heathy subjects who received oral doses of cyclosporin A (CysA; 20 and 75 mg)...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9199885/ https://www.ncbi.nlm.nih.gov/pubmed/35421902 http://dx.doi.org/10.1111/cts.13272 |
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author | Mochizuki, Tatsuki Aoki, Yasunori Yoshikado, Takashi Yoshida, Kenta Lai, Yurong Hirabayashi, Hideki Yamaura, Yoshiyuki Rockich, Kevin Taskar, Kunal Takashima, Tadayuki Chu, Xiaoyan Zamek‐Gliszczynski, Maciej J. Mao, Jialin Maeda, Kazuya Furihata, Kenichi Sugiyama, Yuichi Kusuhara, Hiroyuki |
author_facet | Mochizuki, Tatsuki Aoki, Yasunori Yoshikado, Takashi Yoshida, Kenta Lai, Yurong Hirabayashi, Hideki Yamaura, Yoshiyuki Rockich, Kevin Taskar, Kunal Takashima, Tadayuki Chu, Xiaoyan Zamek‐Gliszczynski, Maciej J. Mao, Jialin Maeda, Kazuya Furihata, Kenichi Sugiyama, Yuichi Kusuhara, Hiroyuki |
author_sort | Mochizuki, Tatsuki |
collection | PubMed |
description | The accurate prediction of OATP1B‐mediated drug–drug interactions (DDIs) is challenging for drug development. Here, we report a physiologically‐based pharmacokinetic (PBPK) model analysis for clinical DDI data generated in heathy subjects who received oral doses of cyclosporin A (CysA; 20 and 75 mg) as an OATP1B inhibitor, and the probe drugs (pitavastatin, rosuvastatin, and valsartan). PBPK models of CysA and probe compounds were combined assuming inhibition of hepatic uptake of endogenous coproporphyrin I (CP‐I) by CysA. In vivo K(i) of unbound CysA for OATP1B (K(i,OATP1B)), and the overall intrinsic hepatic clearance per body weight of CP‐I (CL(int,all,unit)) were optimized to account for the CP‐I data (K(i,OATP1B), 0.536 ± 0.041 nM; CL(int,all,unit), 41.9 ± 4.3 L/h/kg). DDI simulation using K(i,OATP1B) reproduced the dose‐dependent effect of CysA (20 and 75 mg) and the dosing interval (1 and 3 h) on the time profiles of blood concentrations of pitavastatin and rosuvastatin, but DDI simulation using in vitro K(i,OATP1B) failed. The Cluster Gauss–Newton method was used to conduct parameter optimization using 1000 initial parameter sets for the seven pharmacokinetic parameters of CP‐I (β, CL(int, all), F(a)F(g), R(dif), f(bile), f(syn), and v (syn)), and K(i,OATP1B) and K(i,MRP2) of CysA. Based on the accepted 546 parameter sets, the range of CL(int, all) and K(i,OATP1B) was narrowed, with coefficients of variation of 12.4% and 11.5%, respectively, indicating that these parameters were practically identifiable. These results suggest that PBPK model analysis of CP‐I is a promising translational approach to predict OATP1B‐mediated DDIs in drug development. |
format | Online Article Text |
id | pubmed-9199885 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-91998852022-06-23 Physiologically‐based pharmacokinetic model‐based translation of OATP1B‐mediated drug–drug interactions from coproporphyrin I to probe drugs Mochizuki, Tatsuki Aoki, Yasunori Yoshikado, Takashi Yoshida, Kenta Lai, Yurong Hirabayashi, Hideki Yamaura, Yoshiyuki Rockich, Kevin Taskar, Kunal Takashima, Tadayuki Chu, Xiaoyan Zamek‐Gliszczynski, Maciej J. Mao, Jialin Maeda, Kazuya Furihata, Kenichi Sugiyama, Yuichi Kusuhara, Hiroyuki Clin Transl Sci Research The accurate prediction of OATP1B‐mediated drug–drug interactions (DDIs) is challenging for drug development. Here, we report a physiologically‐based pharmacokinetic (PBPK) model analysis for clinical DDI data generated in heathy subjects who received oral doses of cyclosporin A (CysA; 20 and 75 mg) as an OATP1B inhibitor, and the probe drugs (pitavastatin, rosuvastatin, and valsartan). PBPK models of CysA and probe compounds were combined assuming inhibition of hepatic uptake of endogenous coproporphyrin I (CP‐I) by CysA. In vivo K(i) of unbound CysA for OATP1B (K(i,OATP1B)), and the overall intrinsic hepatic clearance per body weight of CP‐I (CL(int,all,unit)) were optimized to account for the CP‐I data (K(i,OATP1B), 0.536 ± 0.041 nM; CL(int,all,unit), 41.9 ± 4.3 L/h/kg). DDI simulation using K(i,OATP1B) reproduced the dose‐dependent effect of CysA (20 and 75 mg) and the dosing interval (1 and 3 h) on the time profiles of blood concentrations of pitavastatin and rosuvastatin, but DDI simulation using in vitro K(i,OATP1B) failed. The Cluster Gauss–Newton method was used to conduct parameter optimization using 1000 initial parameter sets for the seven pharmacokinetic parameters of CP‐I (β, CL(int, all), F(a)F(g), R(dif), f(bile), f(syn), and v (syn)), and K(i,OATP1B) and K(i,MRP2) of CysA. Based on the accepted 546 parameter sets, the range of CL(int, all) and K(i,OATP1B) was narrowed, with coefficients of variation of 12.4% and 11.5%, respectively, indicating that these parameters were practically identifiable. These results suggest that PBPK model analysis of CP‐I is a promising translational approach to predict OATP1B‐mediated DDIs in drug development. John Wiley and Sons Inc. 2022-05-02 2022-06 /pmc/articles/PMC9199885/ /pubmed/35421902 http://dx.doi.org/10.1111/cts.13272 Text en © 2022 The Authors. Clinical and Translational Science published by Wiley Periodicals LLC on behalf of American Society for Clinical Pharmacology and Therapeutics. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Research Mochizuki, Tatsuki Aoki, Yasunori Yoshikado, Takashi Yoshida, Kenta Lai, Yurong Hirabayashi, Hideki Yamaura, Yoshiyuki Rockich, Kevin Taskar, Kunal Takashima, Tadayuki Chu, Xiaoyan Zamek‐Gliszczynski, Maciej J. Mao, Jialin Maeda, Kazuya Furihata, Kenichi Sugiyama, Yuichi Kusuhara, Hiroyuki Physiologically‐based pharmacokinetic model‐based translation of OATP1B‐mediated drug–drug interactions from coproporphyrin I to probe drugs |
title | Physiologically‐based pharmacokinetic model‐based translation of OATP1B‐mediated drug–drug interactions from coproporphyrin I to probe drugs |
title_full | Physiologically‐based pharmacokinetic model‐based translation of OATP1B‐mediated drug–drug interactions from coproporphyrin I to probe drugs |
title_fullStr | Physiologically‐based pharmacokinetic model‐based translation of OATP1B‐mediated drug–drug interactions from coproporphyrin I to probe drugs |
title_full_unstemmed | Physiologically‐based pharmacokinetic model‐based translation of OATP1B‐mediated drug–drug interactions from coproporphyrin I to probe drugs |
title_short | Physiologically‐based pharmacokinetic model‐based translation of OATP1B‐mediated drug–drug interactions from coproporphyrin I to probe drugs |
title_sort | physiologically‐based pharmacokinetic model‐based translation of oatp1b‐mediated drug–drug interactions from coproporphyrin i to probe drugs |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9199885/ https://www.ncbi.nlm.nih.gov/pubmed/35421902 http://dx.doi.org/10.1111/cts.13272 |
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