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Comparative Assessment of In Vitro and In Silico Methods for Aerodynamic Characterization of Powders for Inhalation
In vitro assessment of dry powders for inhalation (DPIs) aerodynamic performance is an inevitable test in DPI development. However, contemporary trends in drug development also implicate the use of in silico methods, e.g., computational fluid dynamics (CFD) coupled with discrete phase modeling (DPM)...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8619946/ https://www.ncbi.nlm.nih.gov/pubmed/34834247 http://dx.doi.org/10.3390/pharmaceutics13111831 |
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author | Ignjatović, Jelisaveta Šušteršič, Tijana Bodić, Aleksandar Cvijić, Sandra Đuriš, Jelena Rossi, Alessandra Dobričić, Vladimir Ibrić, Svetlana Filipović, Nenad |
author_facet | Ignjatović, Jelisaveta Šušteršič, Tijana Bodić, Aleksandar Cvijić, Sandra Đuriš, Jelena Rossi, Alessandra Dobričić, Vladimir Ibrić, Svetlana Filipović, Nenad |
author_sort | Ignjatović, Jelisaveta |
collection | PubMed |
description | In vitro assessment of dry powders for inhalation (DPIs) aerodynamic performance is an inevitable test in DPI development. However, contemporary trends in drug development also implicate the use of in silico methods, e.g., computational fluid dynamics (CFD) coupled with discrete phase modeling (DPM). The aim of this study was to compare the designed CFD-DPM outcomes with the results of three in vitro methods for aerodynamic assessment of solid lipid microparticle DPIs. The model was able to simulate particle-to-wall sticking and estimate fractions of particles that stick or bounce off the inhaler’s wall; however, we observed notable differences between the in silico and in vitro results. The predicted emitted fractions (EFs) were comparable to the in vitro determined EFs, whereas the predicted fine particle fractions (FPFs) were generally lower than the corresponding in vitro values. In addition, CFD-DPM predicted higher mass median aerodynamic diameter (MMAD) in comparison to the in vitro values. The outcomes of different in vitro methods also diverged, implying that these methods are not interchangeable. Overall, our results support the utility of CFD-DPM in the DPI development, but highlight the need for additional improvements in these models to capture all the key processes influencing aerodynamic performance of specific DPIs. |
format | Online Article Text |
id | pubmed-8619946 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-86199462021-11-27 Comparative Assessment of In Vitro and In Silico Methods for Aerodynamic Characterization of Powders for Inhalation Ignjatović, Jelisaveta Šušteršič, Tijana Bodić, Aleksandar Cvijić, Sandra Đuriš, Jelena Rossi, Alessandra Dobričić, Vladimir Ibrić, Svetlana Filipović, Nenad Pharmaceutics Article In vitro assessment of dry powders for inhalation (DPIs) aerodynamic performance is an inevitable test in DPI development. However, contemporary trends in drug development also implicate the use of in silico methods, e.g., computational fluid dynamics (CFD) coupled with discrete phase modeling (DPM). The aim of this study was to compare the designed CFD-DPM outcomes with the results of three in vitro methods for aerodynamic assessment of solid lipid microparticle DPIs. The model was able to simulate particle-to-wall sticking and estimate fractions of particles that stick or bounce off the inhaler’s wall; however, we observed notable differences between the in silico and in vitro results. The predicted emitted fractions (EFs) were comparable to the in vitro determined EFs, whereas the predicted fine particle fractions (FPFs) were generally lower than the corresponding in vitro values. In addition, CFD-DPM predicted higher mass median aerodynamic diameter (MMAD) in comparison to the in vitro values. The outcomes of different in vitro methods also diverged, implying that these methods are not interchangeable. Overall, our results support the utility of CFD-DPM in the DPI development, but highlight the need for additional improvements in these models to capture all the key processes influencing aerodynamic performance of specific DPIs. MDPI 2021-11-02 /pmc/articles/PMC8619946/ /pubmed/34834247 http://dx.doi.org/10.3390/pharmaceutics13111831 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Ignjatović, Jelisaveta Šušteršič, Tijana Bodić, Aleksandar Cvijić, Sandra Đuriš, Jelena Rossi, Alessandra Dobričić, Vladimir Ibrić, Svetlana Filipović, Nenad Comparative Assessment of In Vitro and In Silico Methods for Aerodynamic Characterization of Powders for Inhalation |
title | Comparative Assessment of In Vitro and In Silico Methods for Aerodynamic Characterization of Powders for Inhalation |
title_full | Comparative Assessment of In Vitro and In Silico Methods for Aerodynamic Characterization of Powders for Inhalation |
title_fullStr | Comparative Assessment of In Vitro and In Silico Methods for Aerodynamic Characterization of Powders for Inhalation |
title_full_unstemmed | Comparative Assessment of In Vitro and In Silico Methods for Aerodynamic Characterization of Powders for Inhalation |
title_short | Comparative Assessment of In Vitro and In Silico Methods for Aerodynamic Characterization of Powders for Inhalation |
title_sort | comparative assessment of in vitro and in silico methods for aerodynamic characterization of powders for inhalation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8619946/ https://www.ncbi.nlm.nih.gov/pubmed/34834247 http://dx.doi.org/10.3390/pharmaceutics13111831 |
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