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Model‐based Meta‐Analysis on the Efficacy of Pharmacological Treatments for Idiopathic Pulmonary Fibrosis

Recently, the US Food and Drug Administration (FDA) approved the first two drugs (pirfenidone and nintedanib) indicated for the treatment of idiopathic pulmonary fibrosis (IPF). The purpose of this analysis was to leverage publicly available data to quantify comparative efficacy of compounds that ar...

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Autores principales: Chan, Phyllis, Bax, Leon, Chen, Chunlin, Zhang, Nancy, Huang, Shu‐Pang, Soares, Holly, Rosen, Glenn, AbuTarif, Malaz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5658284/
https://www.ncbi.nlm.nih.gov/pubmed/28699195
http://dx.doi.org/10.1002/psp4.12227
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author Chan, Phyllis
Bax, Leon
Chen, Chunlin
Zhang, Nancy
Huang, Shu‐Pang
Soares, Holly
Rosen, Glenn
AbuTarif, Malaz
author_facet Chan, Phyllis
Bax, Leon
Chen, Chunlin
Zhang, Nancy
Huang, Shu‐Pang
Soares, Holly
Rosen, Glenn
AbuTarif, Malaz
author_sort Chan, Phyllis
collection PubMed
description Recently, the US Food and Drug Administration (FDA) approved the first two drugs (pirfenidone and nintedanib) indicated for the treatment of idiopathic pulmonary fibrosis (IPF). The purpose of this analysis was to leverage publicly available data to quantify comparative efficacy of compounds that are approved or in development. An analysis‐ready database was developed, and the analysis dataset is composed of summary‐level data from 43 arms in 20 trials, with treatment durations ranging from 8–104 weeks. A hierarchical multivariable regression model with nonparametric placebo estimation was used to fit the longitudinal profile of change from baseline of percent predicted forced vital capacity (%predicted FVC) data. Pirfenidone and nintedanib were the only drugs identified to have significant estimated positive treatment effects. Model simulations were performed to further evaluate the covariate and time course of treatment effects on longitudinal change from baseline %predicted FVC to inform future trial designs and support decision making.
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spelling pubmed-56582842017-10-27 Model‐based Meta‐Analysis on the Efficacy of Pharmacological Treatments for Idiopathic Pulmonary Fibrosis Chan, Phyllis Bax, Leon Chen, Chunlin Zhang, Nancy Huang, Shu‐Pang Soares, Holly Rosen, Glenn AbuTarif, Malaz CPT Pharmacometrics Syst Pharmacol Original Articles Recently, the US Food and Drug Administration (FDA) approved the first two drugs (pirfenidone and nintedanib) indicated for the treatment of idiopathic pulmonary fibrosis (IPF). The purpose of this analysis was to leverage publicly available data to quantify comparative efficacy of compounds that are approved or in development. An analysis‐ready database was developed, and the analysis dataset is composed of summary‐level data from 43 arms in 20 trials, with treatment durations ranging from 8–104 weeks. A hierarchical multivariable regression model with nonparametric placebo estimation was used to fit the longitudinal profile of change from baseline of percent predicted forced vital capacity (%predicted FVC) data. Pirfenidone and nintedanib were the only drugs identified to have significant estimated positive treatment effects. Model simulations were performed to further evaluate the covariate and time course of treatment effects on longitudinal change from baseline %predicted FVC to inform future trial designs and support decision making. John Wiley and Sons Inc. 2017-09-07 2017-10 /pmc/articles/PMC5658284/ /pubmed/28699195 http://dx.doi.org/10.1002/psp4.12227 Text en © 2017 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
Chan, Phyllis
Bax, Leon
Chen, Chunlin
Zhang, Nancy
Huang, Shu‐Pang
Soares, Holly
Rosen, Glenn
AbuTarif, Malaz
Model‐based Meta‐Analysis on the Efficacy of Pharmacological Treatments for Idiopathic Pulmonary Fibrosis
title Model‐based Meta‐Analysis on the Efficacy of Pharmacological Treatments for Idiopathic Pulmonary Fibrosis
title_full Model‐based Meta‐Analysis on the Efficacy of Pharmacological Treatments for Idiopathic Pulmonary Fibrosis
title_fullStr Model‐based Meta‐Analysis on the Efficacy of Pharmacological Treatments for Idiopathic Pulmonary Fibrosis
title_full_unstemmed Model‐based Meta‐Analysis on the Efficacy of Pharmacological Treatments for Idiopathic Pulmonary Fibrosis
title_short Model‐based Meta‐Analysis on the Efficacy of Pharmacological Treatments for Idiopathic Pulmonary Fibrosis
title_sort model‐based meta‐analysis on the efficacy of pharmacological treatments for idiopathic pulmonary fibrosis
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5658284/
https://www.ncbi.nlm.nih.gov/pubmed/28699195
http://dx.doi.org/10.1002/psp4.12227
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