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Physiologically-based pharmacokinetic model for clozapine in Korean patients with schizophrenia

Clozapine has been used as a treatment of schizophrenia. Despite its large interindividual variability, few reports addressed the physiologically-based pharmacokinetic modeling and simulation (PBPK M&S) of clozapine in patients. This study aimed to develop a PBPK M&S of clozapine in Korean p...

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Autores principales: Lee, Joomi, Kim, Min-Gul, Jeong, Hyeon-Cheol, Shin, Kwang-Hee
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Korean Society for Clinical Pharmacology and Therapeutics 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8020364/
https://www.ncbi.nlm.nih.gov/pubmed/33854999
http://dx.doi.org/10.12793/tcp.2021.29.e3
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author Lee, Joomi
Kim, Min-Gul
Jeong, Hyeon-Cheol
Shin, Kwang-Hee
author_facet Lee, Joomi
Kim, Min-Gul
Jeong, Hyeon-Cheol
Shin, Kwang-Hee
author_sort Lee, Joomi
collection PubMed
description Clozapine has been used as a treatment of schizophrenia. Despite its large interindividual variability, few reports addressed the physiologically-based pharmacokinetic modeling and simulation (PBPK M&S) of clozapine in patients. This study aimed to develop a PBPK M&S of clozapine in Korean patients with schizophrenia. PBPK modeling for clozapine was constructed using a population-based PBPK platform, the SimCYP(®) Simulator (V19; Certara, Sheffield, UK). The PBPK model was developed by optimizing the physiological parameters of the built-in population and compound libraries in the SimCYP(®) Simulator. The model verification was performed with the predicted/observed ratio for pharmacokinetic parameters and visual predictive checks (VPCs) plot. Simulations were performed to predict toxicities according to dosing regimens. From published data, 230 virtual trials were simulated for each dosing regimen. The predicted/observed ratio for the area under the curve and peak plasma concentration was calculated to be from 0.78 to 1.34. The observation profiles were within the 5th and 95th percentile range with no serious model misspecification through the VPC plot. A significant impact on age and gender was found for clozapine clearance. The simulation results suggested that 150 mg twice a day and 150 mg three times a day of clozapine have toxicity concerns. In conclusion, a PBPK model was developed and reasonable parameters were made from the data of Korean patients with schizophrenia. The provided model might be used to predict the pharmacokinetics of clozapine and assist dose adjustment in clinical settings.
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spelling pubmed-80203642021-04-13 Physiologically-based pharmacokinetic model for clozapine in Korean patients with schizophrenia Lee, Joomi Kim, Min-Gul Jeong, Hyeon-Cheol Shin, Kwang-Hee Transl Clin Pharmacol Original Article Clozapine has been used as a treatment of schizophrenia. Despite its large interindividual variability, few reports addressed the physiologically-based pharmacokinetic modeling and simulation (PBPK M&S) of clozapine in patients. This study aimed to develop a PBPK M&S of clozapine in Korean patients with schizophrenia. PBPK modeling for clozapine was constructed using a population-based PBPK platform, the SimCYP(®) Simulator (V19; Certara, Sheffield, UK). The PBPK model was developed by optimizing the physiological parameters of the built-in population and compound libraries in the SimCYP(®) Simulator. The model verification was performed with the predicted/observed ratio for pharmacokinetic parameters and visual predictive checks (VPCs) plot. Simulations were performed to predict toxicities according to dosing regimens. From published data, 230 virtual trials were simulated for each dosing regimen. The predicted/observed ratio for the area under the curve and peak plasma concentration was calculated to be from 0.78 to 1.34. The observation profiles were within the 5th and 95th percentile range with no serious model misspecification through the VPC plot. A significant impact on age and gender was found for clozapine clearance. The simulation results suggested that 150 mg twice a day and 150 mg three times a day of clozapine have toxicity concerns. In conclusion, a PBPK model was developed and reasonable parameters were made from the data of Korean patients with schizophrenia. The provided model might be used to predict the pharmacokinetics of clozapine and assist dose adjustment in clinical settings. Korean Society for Clinical Pharmacology and Therapeutics 2021-03 2021-03-10 /pmc/articles/PMC8020364/ /pubmed/33854999 http://dx.doi.org/10.12793/tcp.2021.29.e3 Text en Copyright © 2021 Translational and Clinical Pharmacology https://creativecommons.org/licenses/by-nc/4.0/ It is identical to the Creative Commons Attribution Non-Commercial License (https://creativecommons.org/licenses/by-nc/4.0/).
spellingShingle Original Article
Lee, Joomi
Kim, Min-Gul
Jeong, Hyeon-Cheol
Shin, Kwang-Hee
Physiologically-based pharmacokinetic model for clozapine in Korean patients with schizophrenia
title Physiologically-based pharmacokinetic model for clozapine in Korean patients with schizophrenia
title_full Physiologically-based pharmacokinetic model for clozapine in Korean patients with schizophrenia
title_fullStr Physiologically-based pharmacokinetic model for clozapine in Korean patients with schizophrenia
title_full_unstemmed Physiologically-based pharmacokinetic model for clozapine in Korean patients with schizophrenia
title_short Physiologically-based pharmacokinetic model for clozapine in Korean patients with schizophrenia
title_sort physiologically-based pharmacokinetic model for clozapine in korean patients with schizophrenia
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8020364/
https://www.ncbi.nlm.nih.gov/pubmed/33854999
http://dx.doi.org/10.12793/tcp.2021.29.e3
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