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Model-Informed Drug Discovery and Development in Pulmonary Delivery: Biopharmaceutical Pharmacometric Modeling for Formulation Evaluation of Pulmonary Suspensions
[Image: see text] For respiratory conditions, targeted drug delivery to the lungs could produce higher local concentrations with reduced risk of adverse events compared to systemic administration. Despite the increasing interest in pulmonary delivery, the pharmacokinetics (PK) of drugs following pul...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7557213/ https://www.ncbi.nlm.nih.gov/pubmed/33073099 http://dx.doi.org/10.1021/acsomega.0c03004 |
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author | Sou, Tomás Soukarieh, Fadi Williams, Paul Stocks, Michael J. Cámara, Miguel Bergström, Christel A. S. |
author_facet | Sou, Tomás Soukarieh, Fadi Williams, Paul Stocks, Michael J. Cámara, Miguel Bergström, Christel A. S. |
author_sort | Sou, Tomás |
collection | PubMed |
description | [Image: see text] For respiratory conditions, targeted drug delivery to the lungs could produce higher local concentrations with reduced risk of adverse events compared to systemic administration. Despite the increasing interest in pulmonary delivery, the pharmacokinetics (PK) of drugs following pulmonary administration remains to be elucidated. In this context, the application of modeling and simulation methodologies to characterize PK properties of compounds following pulmonary administration remains a scarcity. Pseudomonas aeruginosa (PA) lung infections are resistant to many of the current antibiotic therapies. Targeted treatments for pulmonary delivery could be particularly beneficial for these local conditions. In this study, we report the application of biopharmaceutical pharmacometrics (BPMX) for the analysis of PK data from three investigational antimicrobial agents following pulmonary administration of a suspension formulation. The observed drug concentration–time profiles in lungs and plasma of the compound series were combined for simultaneous analysis and modeling. The developed model describes the PK data, taking into account formulation properties, and provides a mechanism to predict dissolved drug concentrations in the lungs available for activity. The model was then used to evaluate formulation effects and the impact of variability on total and dissolved drug concentrations in lungs and plasma. The predictions suggest that these therapies for lung delivery should ideally be delivered in a sustained release formulation with high solubility for maximum local exposure in lungs for efficacy, with rapid systemic clearance in plasma for reduced risk of unwanted systemic adverse effects. This work shows the potential benefits of BPMX and the role it can play to support drug discovery and development in pulmonary delivery. |
format | Online Article Text |
id | pubmed-7557213 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-75572132020-10-16 Model-Informed Drug Discovery and Development in Pulmonary Delivery: Biopharmaceutical Pharmacometric Modeling for Formulation Evaluation of Pulmonary Suspensions Sou, Tomás Soukarieh, Fadi Williams, Paul Stocks, Michael J. Cámara, Miguel Bergström, Christel A. S. ACS Omega [Image: see text] For respiratory conditions, targeted drug delivery to the lungs could produce higher local concentrations with reduced risk of adverse events compared to systemic administration. Despite the increasing interest in pulmonary delivery, the pharmacokinetics (PK) of drugs following pulmonary administration remains to be elucidated. In this context, the application of modeling and simulation methodologies to characterize PK properties of compounds following pulmonary administration remains a scarcity. Pseudomonas aeruginosa (PA) lung infections are resistant to many of the current antibiotic therapies. Targeted treatments for pulmonary delivery could be particularly beneficial for these local conditions. In this study, we report the application of biopharmaceutical pharmacometrics (BPMX) for the analysis of PK data from three investigational antimicrobial agents following pulmonary administration of a suspension formulation. The observed drug concentration–time profiles in lungs and plasma of the compound series were combined for simultaneous analysis and modeling. The developed model describes the PK data, taking into account formulation properties, and provides a mechanism to predict dissolved drug concentrations in the lungs available for activity. The model was then used to evaluate formulation effects and the impact of variability on total and dissolved drug concentrations in lungs and plasma. The predictions suggest that these therapies for lung delivery should ideally be delivered in a sustained release formulation with high solubility for maximum local exposure in lungs for efficacy, with rapid systemic clearance in plasma for reduced risk of unwanted systemic adverse effects. This work shows the potential benefits of BPMX and the role it can play to support drug discovery and development in pulmonary delivery. American Chemical Society 2020-09-22 /pmc/articles/PMC7557213/ /pubmed/33073099 http://dx.doi.org/10.1021/acsomega.0c03004 Text en This is an open access article published under a Creative Commons Attribution (CC-BY) License (http://pubs.acs.org/page/policy/authorchoice_ccby_termsofuse.html) , which permits unrestricted use, distribution and reproduction in any medium, provided the author and source are cited. |
spellingShingle | Sou, Tomás Soukarieh, Fadi Williams, Paul Stocks, Michael J. Cámara, Miguel Bergström, Christel A. S. Model-Informed Drug Discovery and Development in Pulmonary Delivery: Biopharmaceutical Pharmacometric Modeling for Formulation Evaluation of Pulmonary Suspensions |
title | Model-Informed Drug Discovery and Development in Pulmonary
Delivery: Biopharmaceutical Pharmacometric Modeling for Formulation
Evaluation of Pulmonary Suspensions |
title_full | Model-Informed Drug Discovery and Development in Pulmonary
Delivery: Biopharmaceutical Pharmacometric Modeling for Formulation
Evaluation of Pulmonary Suspensions |
title_fullStr | Model-Informed Drug Discovery and Development in Pulmonary
Delivery: Biopharmaceutical Pharmacometric Modeling for Formulation
Evaluation of Pulmonary Suspensions |
title_full_unstemmed | Model-Informed Drug Discovery and Development in Pulmonary
Delivery: Biopharmaceutical Pharmacometric Modeling for Formulation
Evaluation of Pulmonary Suspensions |
title_short | Model-Informed Drug Discovery and Development in Pulmonary
Delivery: Biopharmaceutical Pharmacometric Modeling for Formulation
Evaluation of Pulmonary Suspensions |
title_sort | model-informed drug discovery and development in pulmonary
delivery: biopharmaceutical pharmacometric modeling for formulation
evaluation of pulmonary suspensions |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7557213/ https://www.ncbi.nlm.nih.gov/pubmed/33073099 http://dx.doi.org/10.1021/acsomega.0c03004 |
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