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Evaluation of model‐based bioequivalence approach for single sample pharmacokinetic studies

In a traditional pharmacokinetic (PK) bioequivalence (BE) study, a two‐way crossover study is conducted, PK parameters (namely the area under the time‐concentration curve [AUC] and the maximal concentration [[Formula: see text]]) are obtained by noncompartmental analysis (NCA), and the BE analysis i...

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Autores principales: Tardivon, Coralie, Loingeville, Florence, Donnelly, Mark, Feng, Kairui, Sun, Wanjie, Sun, Guoying, Grosser, Stella, Zhao, Liang, Fang, Lanyan, Mentré, France, Bertrand, Julie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10349197/
https://www.ncbi.nlm.nih.gov/pubmed/37114321
http://dx.doi.org/10.1002/psp4.12960
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author Tardivon, Coralie
Loingeville, Florence
Donnelly, Mark
Feng, Kairui
Sun, Wanjie
Sun, Guoying
Grosser, Stella
Zhao, Liang
Fang, Lanyan
Mentré, France
Bertrand, Julie
author_facet Tardivon, Coralie
Loingeville, Florence
Donnelly, Mark
Feng, Kairui
Sun, Wanjie
Sun, Guoying
Grosser, Stella
Zhao, Liang
Fang, Lanyan
Mentré, France
Bertrand, Julie
author_sort Tardivon, Coralie
collection PubMed
description In a traditional pharmacokinetic (PK) bioequivalence (BE) study, a two‐way crossover study is conducted, PK parameters (namely the area under the time‐concentration curve [AUC] and the maximal concentration [[Formula: see text]]) are obtained by noncompartmental analysis (NCA), and the BE analysis is performed using the two one‐sided test (TOST) method. For ophthalmic drugs, however, only one sample of aqueous humor, in one eye, per eye can be obtained in each patient, which precludes the traditional BE analysis. To circumvent this issue, the U.S. Food and Drug Administration (FDA) has proposed an approach coupling NCA with either parametric or nonparametric bootstrap (NCA bootstrap). The model‐based TOST (MB‐TOST) has previously been proposed and evaluated successfully for various settings of sparse PK BE studies. In this paper, we evaluate, via simulations, MB‐TOST in the specific setting of single sample PK BE study and compare its performance to NCA bootstrap. We performed BE study simulations using a published PK model and parameter values and evaluated multiple scenarios, including study design (parallel or crossover), sampling times (5 or 10 spread across the dosing interval), and geometric mean ratio (of 0.8, 0.9, 1, and 1.25). Using the simulated structural PK model, MB‐TOST performed similarly to NCA bootstrap for AUC. For [Formula: see text] , the latter tended to be conservative and less powerful. Our research suggests that MB‐TOST may be considered as an alternative BE approach for single sample PK studies, provided that the PK model is correctly specified and the test drug has the same structural model as the reference drug.
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spelling pubmed-103491972023-07-16 Evaluation of model‐based bioequivalence approach for single sample pharmacokinetic studies Tardivon, Coralie Loingeville, Florence Donnelly, Mark Feng, Kairui Sun, Wanjie Sun, Guoying Grosser, Stella Zhao, Liang Fang, Lanyan Mentré, France Bertrand, Julie CPT Pharmacometrics Syst Pharmacol Research In a traditional pharmacokinetic (PK) bioequivalence (BE) study, a two‐way crossover study is conducted, PK parameters (namely the area under the time‐concentration curve [AUC] and the maximal concentration [[Formula: see text]]) are obtained by noncompartmental analysis (NCA), and the BE analysis is performed using the two one‐sided test (TOST) method. For ophthalmic drugs, however, only one sample of aqueous humor, in one eye, per eye can be obtained in each patient, which precludes the traditional BE analysis. To circumvent this issue, the U.S. Food and Drug Administration (FDA) has proposed an approach coupling NCA with either parametric or nonparametric bootstrap (NCA bootstrap). The model‐based TOST (MB‐TOST) has previously been proposed and evaluated successfully for various settings of sparse PK BE studies. In this paper, we evaluate, via simulations, MB‐TOST in the specific setting of single sample PK BE study and compare its performance to NCA bootstrap. We performed BE study simulations using a published PK model and parameter values and evaluated multiple scenarios, including study design (parallel or crossover), sampling times (5 or 10 spread across the dosing interval), and geometric mean ratio (of 0.8, 0.9, 1, and 1.25). Using the simulated structural PK model, MB‐TOST performed similarly to NCA bootstrap for AUC. For [Formula: see text] , the latter tended to be conservative and less powerful. Our research suggests that MB‐TOST may be considered as an alternative BE approach for single sample PK studies, provided that the PK model is correctly specified and the test drug has the same structural model as the reference drug. John Wiley and Sons Inc. 2023-04-27 /pmc/articles/PMC10349197/ /pubmed/37114321 http://dx.doi.org/10.1002/psp4.12960 Text en © 2023 The Authors. CPT: Pharmacometrics & Systems Pharmacology published by Wiley Periodicals LLC on behalf of American Society for Clinical Pharmacology and Therapeutics. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Research
Tardivon, Coralie
Loingeville, Florence
Donnelly, Mark
Feng, Kairui
Sun, Wanjie
Sun, Guoying
Grosser, Stella
Zhao, Liang
Fang, Lanyan
Mentré, France
Bertrand, Julie
Evaluation of model‐based bioequivalence approach for single sample pharmacokinetic studies
title Evaluation of model‐based bioequivalence approach for single sample pharmacokinetic studies
title_full Evaluation of model‐based bioequivalence approach for single sample pharmacokinetic studies
title_fullStr Evaluation of model‐based bioequivalence approach for single sample pharmacokinetic studies
title_full_unstemmed Evaluation of model‐based bioequivalence approach for single sample pharmacokinetic studies
title_short Evaluation of model‐based bioequivalence approach for single sample pharmacokinetic studies
title_sort evaluation of model‐based bioequivalence approach for single sample pharmacokinetic studies
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10349197/
https://www.ncbi.nlm.nih.gov/pubmed/37114321
http://dx.doi.org/10.1002/psp4.12960
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