Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1784852875816468480 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9762503 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT panunzisimona validationofasimplifiedgeometrymodelofinhaledformoterolpharmacodynamicsinasthmaticpatients AT gazclaudio validationofasimplifiedgeometrymodelofinhaledformoterolpharmacodynamicsinasthmaticpatients AT cibellafabio validationofasimplifiedgeometrymodelofinhaledformoterolpharmacodynamicsinasthmaticpatients AT degaetanoandrea validationofasimplifiedgeometrymodelofinhaledformoterolpharmacodynamicsinasthmaticpatients |