Flow and Particle Modelling of Dry Powder Inhalers: Methodologies, Recent Development and Emerging Applications
- PMID: 33535512
- PMCID: PMC7912775
- DOI: 10.3390/pharmaceutics13020189
Flow and Particle Modelling of Dry Powder Inhalers: Methodologies, Recent Development and Emerging Applications
Abstract
Dry powder inhaler (DPI) is a device used to deliver a drug in dry powder form to the lungs. A wide range of DPI products is currently available, with the choice of DPI device largely depending on the dose, dosing frequency and powder properties of formulations. Computational fluid dynamics (CFD), together with various particle motion modelling tools, such as discrete particle methods (DPM) and discrete element methods (DEM), have been increasingly used to optimise DPI design by revealing the details of flow patterns, particle trajectories, de-agglomerations and depositions within the device and the delivery paths. This review article focuses on the development of the modelling methodologies of flow and particle behaviours in DPI devices and their applications to device design in several emerging fields. Various modelling methods, including the most recent multi-scale approaches, are covered and the latest simulation studies of different devices are summarised and critically assessed. The potential and effectiveness of the modelling tools in optimising designs of emerging DPI devices are specifically discussed, such as those with the features of high-dose, pediatric patient compatibility and independency of patients' inhalation manoeuvres. Lastly, we summarise the challenges that remain to be addressed in DPI-related fluid and particle modelling and provide our thoughts on future research direction in this field.
Keywords: computational fluid dynamics (CFD); computational modelling; discrete element methods (DEM); dry powder inhalers (DPI); inhalation therapy; pulmonary drug delivery.
Conflict of interest statement
The authors declare no conflict of interest.
Figures






Similar articles
-
Potential and constraints for the application of CFD combined with Lagrangian particle tracking to dry powder inhalers.Eur J Pharm Sci. 2019 Feb 1;128:299-324. doi: 10.1016/j.ejps.2018.12.008. Epub 2018 Dec 14. Eur J Pharm Sci. 2019. PMID: 30553814 Review.
-
Coupled in silico platform: Computational fluid dynamics (CFD) and physiologically-based pharmacokinetic (PBPK) modelling.Eur J Pharm Sci. 2018 Feb 15;113:171-184. doi: 10.1016/j.ejps.2017.10.022. Epub 2017 Oct 17. Eur J Pharm Sci. 2018. PMID: 29054499
-
Capsule-Based dry powder inhaler evaluation using CFD-DEM simulations and next generation impactor data.Eur J Pharm Sci. 2022 Aug 1;175:106226. doi: 10.1016/j.ejps.2022.106226. Epub 2022 May 25. Eur J Pharm Sci. 2022. PMID: 35643378
-
Numerical Modelling of Agglomeration and Deagglomeration in Dry Powder Inhalers: A Review.Curr Pharm Des. 2015;21(40):5915-22. doi: 10.2174/1381612821666151008150845. Curr Pharm Des. 2015. PMID: 26446462 Review.
-
Deposition and fine particle production during dynamic flow in a dry powder inhaler: a CFD approach.Int J Pharm. 2014 Jan 30;461(1-2):129-36. doi: 10.1016/j.ijpharm.2013.11.047. Epub 2013 Dec 1. Int J Pharm. 2014. PMID: 24296048
Cited by
-
A CFD-DEM investigation of powder transport and aerosolization in ELLIPTA® dry powder inhaler.Powder Technol. 2022 Sep;409:10.1016/j.powtec.2022.117817. doi: 10.1016/j.powtec.2022.117817. Powder Technol. 2022. PMID: 36348745 Free PMC article.
-
Leveraging Numerical Simulation Technology to Advance Drug Preparation: A Comprehensive Review of Application Scenarios and Cases.Pharmaceutics. 2024 Oct 7;16(10):1304. doi: 10.3390/pharmaceutics16101304. Pharmaceutics. 2024. PMID: 39458634 Free PMC article. Review.
-
Comparative Assessment of In Vitro and In Silico Methods for Aerodynamic Characterization of Powders for Inhalation.Pharmaceutics. 2021 Nov 2;13(11):1831. doi: 10.3390/pharmaceutics13111831. Pharmaceutics. 2021. PMID: 34834247 Free PMC article.
-
Effects of dose loading conditions and device geometry on the transport and aerosolization in dry powder inhalers: A simulation study.Int J Pharm. 2021 Dec 15;610:121219. doi: 10.1016/j.ijpharm.2021.121219. Epub 2021 Oct 24. Int J Pharm. 2021. PMID: 34699949 Free PMC article.
-
Numerical Modeling of Particle Dynamics Inside a Dry Powder Inhaler.Pharmaceutics. 2022 Nov 24;14(12):2591. doi: 10.3390/pharmaceutics14122591. Pharmaceutics. 2022. PMID: 36559084 Free PMC article.
References
-
- Smyth H.D., McConville J., El-Sherbiny I. Update on Polymers for Pulmonary Drug Delivery. Smithers Rapra Technology; Shropshire, UK: 2013.
-
- Finlay W.H. The Mechanics of Inhaled Pharmaceutical Aerosols: An Introduction. Elsevier Science; Amsterdam, The Netherlands: 2001.
Publication types
Grants and funding
LinkOut - more resources
Full Text Sources
Other Literature Sources
Miscellaneous