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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...

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Autores principales: Henriques, Sara Carolina, Albuquerque, João, Paixão, Paulo, Almeida, Luís, Silva, Nuno Elvas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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