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Model‐Based Assessment of Alternative Study Designs in Pediatric Trials. Part I: Frequentist Approaches

Alternative designs can increase the feasibility of pediatric trials when compared to classical parallel designs (PaD). In this work we present a model‐based approach based on clinical trial simulations for the comparison of PaD with the alternative sequential, crossover, and randomized withdrawal (...

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Autores principales: Smania, G, Baiardi, P, Ceci, A, Magni, P, Cella, M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5131885/
https://www.ncbi.nlm.nih.gov/pubmed/27300083
http://dx.doi.org/10.1002/psp4.12083
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author Smania, G
Baiardi, P
Ceci, A
Magni, P
Cella, M
author_facet Smania, G
Baiardi, P
Ceci, A
Magni, P
Cella, M
author_sort Smania, G
collection PubMed
description Alternative designs can increase the feasibility of pediatric trials when compared to classical parallel designs (PaD). In this work we present a model‐based approach based on clinical trial simulations for the comparison of PaD with the alternative sequential, crossover, and randomized withdrawal (RWD) designs. Study designs were evaluated in terms of: type I and II errors, sample size per arm (SS), trial duration (TD), treatment exposures, and parameter estimate precision (EP). The crossover requires the lowest SS and TD, although it implies higher placebo and no treatment exposures. RWD maximizes exposure to active treatment while minimizing that to placebo, but requires the largest SS. SS of sequential designs can sometimes be smaller than the crossover one, although with poorer EP. This pharmacometric framework allows a multiscale comparison of alternative study designs that can be used for design selection in future pediatric trials.
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spelling pubmed-51318852016-12-15 Model‐Based Assessment of Alternative Study Designs in Pediatric Trials. Part I: Frequentist Approaches Smania, G Baiardi, P Ceci, A Magni, P Cella, M CPT Pharmacometrics Syst Pharmacol Original Articles Alternative designs can increase the feasibility of pediatric trials when compared to classical parallel designs (PaD). In this work we present a model‐based approach based on clinical trial simulations for the comparison of PaD with the alternative sequential, crossover, and randomized withdrawal (RWD) designs. Study designs were evaluated in terms of: type I and II errors, sample size per arm (SS), trial duration (TD), treatment exposures, and parameter estimate precision (EP). The crossover requires the lowest SS and TD, although it implies higher placebo and no treatment exposures. RWD maximizes exposure to active treatment while minimizing that to placebo, but requires the largest SS. SS of sequential designs can sometimes be smaller than the crossover one, although with poorer EP. This pharmacometric framework allows a multiscale comparison of alternative study designs that can be used for design selection in future pediatric trials. John Wiley and Sons Inc. 2016-06-01 2016-06 /pmc/articles/PMC5131885/ /pubmed/27300083 http://dx.doi.org/10.1002/psp4.12083 Text en © 2016 The Authors CPT: Pharmacometrics & Systems Pharmacology published by Wiley Periodicals, Inc. on behalf of American Society for Clinical Pharmacology and Therapeutics This is an open access article under the terms of the Creative Commons Attribution‐NonCommercial (http://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 Original Articles
Smania, G
Baiardi, P
Ceci, A
Magni, P
Cella, M
Model‐Based Assessment of Alternative Study Designs in Pediatric Trials. Part I: Frequentist Approaches
title Model‐Based Assessment of Alternative Study Designs in Pediatric Trials. Part I: Frequentist Approaches
title_full Model‐Based Assessment of Alternative Study Designs in Pediatric Trials. Part I: Frequentist Approaches
title_fullStr Model‐Based Assessment of Alternative Study Designs in Pediatric Trials. Part I: Frequentist Approaches
title_full_unstemmed Model‐Based Assessment of Alternative Study Designs in Pediatric Trials. Part I: Frequentist Approaches
title_short Model‐Based Assessment of Alternative Study Designs in Pediatric Trials. Part I: Frequentist Approaches
title_sort model‐based assessment of alternative study designs in pediatric trials. part i: frequentist approaches
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5131885/
https://www.ncbi.nlm.nih.gov/pubmed/27300083
http://dx.doi.org/10.1002/psp4.12083
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