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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2017
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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. |
format | Online Article Text |
id | pubmed-5658284 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
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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