Home LiteratureArticle Details
PMID: 34834247 Published · epublish English Journal Article

Comparative Assessment of In Vitro and In Silico Methods for Aerodynamic Characterization of Powders for Inhalation.

Pharmaceutics ·Vol. 13 ·No. 11 ·2021-11-02

Ignjatović J, Šušteršič T, Bodić A, Cvijić S, Đuriš J, Rossi A, Dobričić V, Ibrić S, Filipović N

Abstract

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.

Keywords
aerodynamic performance computational fluid dynamics (CFD) discrete phase modeling (DPM) dry powders for inhalation (DPIs) solid lipid microparticles
作者与单位
共 9 位作者,点击展开单位 / ORCID
Ignjatović Jelisaveta
Department of Pharmaceutical Technology and Cosmetology, University of Belgrade-Faculty of Pharmacy, Vojvode Stepe 450, 11221 Belgrade, Serbia.
Šušteršič Tijana ORCID
Faculty of Engineering, University of Kragujevac, Sestre Janjić 6, 34000 Kragujevac, Serbia. | Bioengineering Research and Development Center (BioIRC), Prvoslava Stojanovića 6, 34000 Kragujevac, Serbia.
Bodić Aleksandar ORCID
Faculty of Engineering, University of Kragujevac, Sestre Janjić 6, 34000 Kragujevac, Serbia.
Cvijić Sandra ORCID
Department of Pharmaceutical Technology and Cosmetology, University of Belgrade-Faculty of Pharmacy, Vojvode Stepe 450, 11221 Belgrade, Serbia.
Đuriš Jelena
Department of Pharmaceutical Technology and Cosmetology, University of Belgrade-Faculty of Pharmacy, Vojvode Stepe 450, 11221 Belgrade, Serbia.
Rossi Alessandra ORCID
Department of Food and Drug, University of Parma, Viale delle Scienze 27/A, 43124 Parma, Italy.
Dobričić Vladimir
Department of Pharmaceutical Chemistry, Faculty of Pharmacy, University of Belgrade, Vojvode Stepe 450, 11221 Belgrade, Serbia.
Ibrić Svetlana
Department of Pharmaceutical Technology and Cosmetology, University of Belgrade-Faculty of Pharmacy, Vojvode Stepe 450, 11221 Belgrade, Serbia.
Filipović Nenad ORCID
Faculty of Engineering, University of Kragujevac, Sestre Janjić 6, 34000 Kragujevac, Serbia. | Bioengineering Research and Development Center (BioIRC), Prvoslava Stojanovića 6, 34000 Kragujevac, Serbia.
Article Info
Journal
Pharmaceutics
Abbr.
Pharmaceutics
ISSN
1999-4923
Published
2021-11-02
电子出版
2021-00-02
Language
English
Country/Region
Switzerland
NLM ID
101534003
基金资助
Ministry of Education Science and Technological Development, Republic of Serbia · 451-03-9/2021-14/200161, 451-03-68/2020-14/200107
European Union's Horizon 2020 research and innovation programme · 952603
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: [email protected]