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Exposure-Response and Clinical Outcome Modeling of Inhaled Budesonide/Formoterol Combination in Asthma Patients

Exposure-response and clinical outcome (CO) model for inhaled budesonide/formoterol was developed to quantify the relationship among pharmacokinetics (PK), pharmacodynamics (PD) and CO of the drugs and evaluate the covariate effect on model parameters. Sputum eosinophils cationic proteins (ECP) and...

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Autores principales: Back, Hyun-moon, Lee, Jong Bong, Kim, Anhye, Park, Seon-Jong, Kim, Junyeong, Chae, Jung-woo, Sheen, Seung Soo, Kagan, Leonid, Park, Hae-Sim, Ye, Young-Min, Yun, Hwi-yeol
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7238265/
https://www.ncbi.nlm.nih.gov/pubmed/32283726
http://dx.doi.org/10.3390/pharmaceutics12040336
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author Back, Hyun-moon
Lee, Jong Bong
Kim, Anhye
Park, Seon-Jong
Kim, Junyeong
Chae, Jung-woo
Sheen, Seung Soo
Kagan, Leonid
Park, Hae-Sim
Ye, Young-Min
Yun, Hwi-yeol
author_facet Back, Hyun-moon
Lee, Jong Bong
Kim, Anhye
Park, Seon-Jong
Kim, Junyeong
Chae, Jung-woo
Sheen, Seung Soo
Kagan, Leonid
Park, Hae-Sim
Ye, Young-Min
Yun, Hwi-yeol
author_sort Back, Hyun-moon
collection PubMed
description Exposure-response and clinical outcome (CO) model for inhaled budesonide/formoterol was developed to quantify the relationship among pharmacokinetics (PK), pharmacodynamics (PD) and CO of the drugs and evaluate the covariate effect on model parameters. Sputum eosinophils cationic proteins (ECP) and forced expiratory volume (FEV1) were selected as PD markers and asthma control score was used as a clinical outcome. One- and two-compartment models were used to describe the PK of budesonide and formoterol, respectively. The indirect response model (IDR) was used to describe the PD effect for ECP and FEV1. In addition, the symptomatic effect on the disease progression model for CO was connected with IDR on each PD response. The slope for the effect of ECP and FEV1 to disease progression were estimated as 0.00008 and 0.644, respectively. Total five covariates (ex. ADRB2 genotype etc.) were searched using a stepwise covariate modeling method, however, there was no significant covariate effect. The results from the simulation study were showed that a 1 puff b.i.d. had a comparable effect of asthma control with a 2 puff b.i.d. As a result, the 1 puff b.i.d. of combination drug could be suggested as a standardized dose to minimize the side effects and obtain desired control of disease compared to the 2 puff b.i.d.
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spelling pubmed-72382652020-06-02 Exposure-Response and Clinical Outcome Modeling of Inhaled Budesonide/Formoterol Combination in Asthma Patients Back, Hyun-moon Lee, Jong Bong Kim, Anhye Park, Seon-Jong Kim, Junyeong Chae, Jung-woo Sheen, Seung Soo Kagan, Leonid Park, Hae-Sim Ye, Young-Min Yun, Hwi-yeol Pharmaceutics Article Exposure-response and clinical outcome (CO) model for inhaled budesonide/formoterol was developed to quantify the relationship among pharmacokinetics (PK), pharmacodynamics (PD) and CO of the drugs and evaluate the covariate effect on model parameters. Sputum eosinophils cationic proteins (ECP) and forced expiratory volume (FEV1) were selected as PD markers and asthma control score was used as a clinical outcome. One- and two-compartment models were used to describe the PK of budesonide and formoterol, respectively. The indirect response model (IDR) was used to describe the PD effect for ECP and FEV1. In addition, the symptomatic effect on the disease progression model for CO was connected with IDR on each PD response. The slope for the effect of ECP and FEV1 to disease progression were estimated as 0.00008 and 0.644, respectively. Total five covariates (ex. ADRB2 genotype etc.) were searched using a stepwise covariate modeling method, however, there was no significant covariate effect. The results from the simulation study were showed that a 1 puff b.i.d. had a comparable effect of asthma control with a 2 puff b.i.d. As a result, the 1 puff b.i.d. of combination drug could be suggested as a standardized dose to minimize the side effects and obtain desired control of disease compared to the 2 puff b.i.d. MDPI 2020-04-09 /pmc/articles/PMC7238265/ /pubmed/32283726 http://dx.doi.org/10.3390/pharmaceutics12040336 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Back, Hyun-moon
Lee, Jong Bong
Kim, Anhye
Park, Seon-Jong
Kim, Junyeong
Chae, Jung-woo
Sheen, Seung Soo
Kagan, Leonid
Park, Hae-Sim
Ye, Young-Min
Yun, Hwi-yeol
Exposure-Response and Clinical Outcome Modeling of Inhaled Budesonide/Formoterol Combination in Asthma Patients
title Exposure-Response and Clinical Outcome Modeling of Inhaled Budesonide/Formoterol Combination in Asthma Patients
title_full Exposure-Response and Clinical Outcome Modeling of Inhaled Budesonide/Formoterol Combination in Asthma Patients
title_fullStr Exposure-Response and Clinical Outcome Modeling of Inhaled Budesonide/Formoterol Combination in Asthma Patients
title_full_unstemmed Exposure-Response and Clinical Outcome Modeling of Inhaled Budesonide/Formoterol Combination in Asthma Patients
title_short Exposure-Response and Clinical Outcome Modeling of Inhaled Budesonide/Formoterol Combination in Asthma Patients
title_sort exposure-response and clinical outcome modeling of inhaled budesonide/formoterol combination in asthma patients
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7238265/
https://www.ncbi.nlm.nih.gov/pubmed/32283726
http://dx.doi.org/10.3390/pharmaceutics12040336
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