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Alternative Analysis Approaches for the Assessment of Pilot Bioavailability/Bioequivalence Studies
Pilot bioavailability/bioequivalence (BA/BE) studies are usually conducted and analysed similarly to pivotal studies. Their analysis and interpretation of results usually rely on the application of the average bioequivalence approach. However, due to the small study size, pilot studies are inarguabl...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10222359/ https://www.ncbi.nlm.nih.gov/pubmed/37242672 http://dx.doi.org/10.3390/pharmaceutics15051430 |
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author | Henriques, Sara Carolina Albuquerque, João Paixão, Paulo Almeida, Luís Silva, Nuno Elvas |
author_facet | Henriques, Sara Carolina Albuquerque, João Paixão, Paulo Almeida, Luís Silva, Nuno Elvas |
author_sort | Henriques, Sara Carolina |
collection | PubMed |
description | Pilot bioavailability/bioequivalence (BA/BE) studies are usually conducted and analysed similarly to pivotal studies. Their analysis and interpretation of results usually rely on the application of the average bioequivalence approach. However, due to the small study size, pilot studies are inarguably more sensitive to variability. The aim of this work is to propose alternative approaches to the average bioequivalence methodology, in a way to overcome and reduce the uncertainty on the conclusions of these studies and on the potential of test formulations. Several scenarios of pilot BA/BE crossover studies were simulated through population pharmacokinetic modelling. Each simulated BA/BE trial was analysed using the average bioequivalence approach. As alternative analyses, the centrality of the test-to-reference geometric least square means ratio (GMR), bootstrap bioequivalence analysis, and arithmetic (A(mean)) and geometric (G(mean)) mean ƒ(2) factor approaches were investigated. Methods performance was measured with a confusion matrix. The G(mean) ƒ(2) factor using a cut-off of 35 was the most appropriate method in the simulation conditions frame, enabling to more accurately conclude the potential of test formulations, with a reduced sample size. For simplification, a decision tree is also proposed for appropriate planning of the sample size and subsequent analysis approach to be followed in pilot BA/BE trials. |
format | Online Article Text |
id | pubmed-10222359 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-102223592023-05-28 Alternative Analysis Approaches for the Assessment of Pilot Bioavailability/Bioequivalence Studies Henriques, Sara Carolina Albuquerque, João Paixão, Paulo Almeida, Luís Silva, Nuno Elvas Pharmaceutics Article Pilot bioavailability/bioequivalence (BA/BE) studies are usually conducted and analysed similarly to pivotal studies. Their analysis and interpretation of results usually rely on the application of the average bioequivalence approach. However, due to the small study size, pilot studies are inarguably more sensitive to variability. The aim of this work is to propose alternative approaches to the average bioequivalence methodology, in a way to overcome and reduce the uncertainty on the conclusions of these studies and on the potential of test formulations. Several scenarios of pilot BA/BE crossover studies were simulated through population pharmacokinetic modelling. Each simulated BA/BE trial was analysed using the average bioequivalence approach. As alternative analyses, the centrality of the test-to-reference geometric least square means ratio (GMR), bootstrap bioequivalence analysis, and arithmetic (A(mean)) and geometric (G(mean)) mean ƒ(2) factor approaches were investigated. Methods performance was measured with a confusion matrix. The G(mean) ƒ(2) factor using a cut-off of 35 was the most appropriate method in the simulation conditions frame, enabling to more accurately conclude the potential of test formulations, with a reduced sample size. For simplification, a decision tree is also proposed for appropriate planning of the sample size and subsequent analysis approach to be followed in pilot BA/BE trials. MDPI 2023-05-07 /pmc/articles/PMC10222359/ /pubmed/37242672 http://dx.doi.org/10.3390/pharmaceutics15051430 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Henriques, Sara Carolina Albuquerque, João Paixão, Paulo Almeida, Luís Silva, Nuno Elvas Alternative Analysis Approaches for the Assessment of Pilot Bioavailability/Bioequivalence Studies |
title | Alternative Analysis Approaches for the Assessment of Pilot Bioavailability/Bioequivalence Studies |
title_full | Alternative Analysis Approaches for the Assessment of Pilot Bioavailability/Bioequivalence Studies |
title_fullStr | Alternative Analysis Approaches for the Assessment of Pilot Bioavailability/Bioequivalence Studies |
title_full_unstemmed | Alternative Analysis Approaches for the Assessment of Pilot Bioavailability/Bioequivalence Studies |
title_short | Alternative Analysis Approaches for the Assessment of Pilot Bioavailability/Bioequivalence Studies |
title_sort | alternative analysis approaches for the assessment of pilot bioavailability/bioequivalence studies |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10222359/ https://www.ncbi.nlm.nih.gov/pubmed/37242672 http://dx.doi.org/10.3390/pharmaceutics15051430 |
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