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Validation of a simplified-geometry model of inhaled formoterol pharmacodynamics in asthmatic patients

PharmacoKinetics (PK) and PharmacoDynamics (PD) mathematical models of inhaled bronchodilators represent useful tools for understanding the mechanisms of drug action and for the individuation of therapy regimens. A PK/PD model for inhaled bronchoactive compounds was previously proposed, incorporatin...

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Autores principales: Panunzi, Simona, Gaz, Claudio, Cibella, Fabio, De Gaetano, Andrea
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9762503/
https://www.ncbi.nlm.nih.gov/pubmed/36545282
http://dx.doi.org/10.3389/fphys.2022.1018050
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author Panunzi, Simona
Gaz, Claudio
Cibella, Fabio
De Gaetano, Andrea
author_facet Panunzi, Simona
Gaz, Claudio
Cibella, Fabio
De Gaetano, Andrea
author_sort Panunzi, Simona
collection PubMed
description PharmacoKinetics (PK) and PharmacoDynamics (PD) mathematical models of inhaled bronchodilators represent useful tools for understanding the mechanisms of drug action and for the individuation of therapy regimens. A PK/PD model for inhaled bronchoactive compounds was previously proposed, incorporating a simplified-geometry approach: the key feature of that model is a mixed compartmental and spatially distributed representation of the kinetics, with the direct computation of representative flow rates from Ohm’s law and bronchial diameter profiles. The aim of the present work is the enrichment and validation of this simplified geometry modeling approach against clinical efficacy data. The improved model is used to compute airflow response to treatment for each single virtual patient from a simulated population and it is found to produce very good fits to observed FEV(1) profiles. The model provides a faithful quantitative description of the increasing degree of improvement with respect to basal conditions with continuing administration and with increasing drug dosages, as clinically expected.
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spelling pubmed-97625032022-12-20 Validation of a simplified-geometry model of inhaled formoterol pharmacodynamics in asthmatic patients Panunzi, Simona Gaz, Claudio Cibella, Fabio De Gaetano, Andrea Front Physiol Physiology PharmacoKinetics (PK) and PharmacoDynamics (PD) mathematical models of inhaled bronchodilators represent useful tools for understanding the mechanisms of drug action and for the individuation of therapy regimens. A PK/PD model for inhaled bronchoactive compounds was previously proposed, incorporating a simplified-geometry approach: the key feature of that model is a mixed compartmental and spatially distributed representation of the kinetics, with the direct computation of representative flow rates from Ohm’s law and bronchial diameter profiles. The aim of the present work is the enrichment and validation of this simplified geometry modeling approach against clinical efficacy data. The improved model is used to compute airflow response to treatment for each single virtual patient from a simulated population and it is found to produce very good fits to observed FEV(1) profiles. The model provides a faithful quantitative description of the increasing degree of improvement with respect to basal conditions with continuing administration and with increasing drug dosages, as clinically expected. Frontiers Media S.A. 2022-12-02 /pmc/articles/PMC9762503/ /pubmed/36545282 http://dx.doi.org/10.3389/fphys.2022.1018050 Text en Copyright © 2022 Panunzi, Gaz, Cibella and De Gaetano. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Physiology
Panunzi, Simona
Gaz, Claudio
Cibella, Fabio
De Gaetano, Andrea
Validation of a simplified-geometry model of inhaled formoterol pharmacodynamics in asthmatic patients
title Validation of a simplified-geometry model of inhaled formoterol pharmacodynamics in asthmatic patients
title_full Validation of a simplified-geometry model of inhaled formoterol pharmacodynamics in asthmatic patients
title_fullStr Validation of a simplified-geometry model of inhaled formoterol pharmacodynamics in asthmatic patients
title_full_unstemmed Validation of a simplified-geometry model of inhaled formoterol pharmacodynamics in asthmatic patients
title_short Validation of a simplified-geometry model of inhaled formoterol pharmacodynamics in asthmatic patients
title_sort validation of a simplified-geometry model of inhaled formoterol pharmacodynamics in asthmatic patients
topic Physiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9762503/
https://www.ncbi.nlm.nih.gov/pubmed/36545282
http://dx.doi.org/10.3389/fphys.2022.1018050
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