Estimating inter-patient variability of dispersion in dry powder inhalers using CFD-DEM simulations

被引:21
作者
Benque, Benedict [1 ]
Khinast, Johannes G. [1 ,2 ]
机构
[1] Graz Univ Technol, Inst Proc & Particle Engn, Inffeldgasse 13, A-8010 Graz, Austria
[2] Res Ctr Pharmaceut Engn, Inffeldgasse 13, A-8010 Graz, Austria
关键词
Dry powder inhaler; Inhalation profile; Computational fluid dynamics; Discrete element method; Carrier particle; Capsule motion; PULMONARY DRUG-DELIVERY; IN-VITRO; AIR-FLOW; PARTICLES; PERFORMANCE; DEPOSITION; CAPSULE; LACTOSE; MODEL; TIME;
D O I
10.1016/j.ejps.2020.105574
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Drug delivery from a capsule-based dry powder inhaler depends on the inhaler's design, the drug's formulation, and the inhalation maneuver. The latter affects both the air flow and the capsule motion in the inhaler. It is well known that patient-to-patient variability is a major challenge in the design of new inhaler types. Modeling and simulation are important tools for understanding such systems, yet quite complex. Simulation studies of capsule-based dry powder inhalers have disregarded the transient nature of the inhalation process, adopting a constant flow rate through the inhaler instead. In addition, either no capsules, a capsule in a fixed position, or a capsule rotating at a constant rate have been considered. In this work, literature data for three inhalation flow profiles were incorporated into coupled simulations of the air flow and carrier particle motion through an Aerolizer (R) dry powder inhaler with a rotating capsule and compared to simulations at constant air flow rates. The results for the profile simulations indicated that the carrier powder experienced larger velocity fluctuations. Acceleration events were tracked as a measure of collision-and flow-induced dispersion. The majority of fast particle accelerations occurred when the particles collided with the swirl chamber walls. Of the two common particle dispersion metrics, only the peak particle force distribution appeared to be sensitive to the inhalation profiles, while the effect of the profiles on the cumulative impulse was small.
引用
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页数:10
相关论文
共 40 条
[1]  
Abercrombie S., 2018, DRUG DELIVERY LUNGS
[2]  
AnthonyHickey J. S. R. P. da R., 2019, PHARM INHALATION AER, DOI [10.1192/bjp.112.483.211-a., DOI 10.1192/BJP.112.483.211-A]
[3]   The Inhalation Characteristics of Patients When They Use Different Dry Powder Inhalers [J].
Azouz, Wahida ;
Chetcuti, Philip ;
Hosker, Harold S. R. ;
Saralaya, Dinesh ;
Stephenson, John ;
Chrystyn, Henry .
JOURNAL OF AEROSOL MEDICINE AND PULMONARY DRUG DELIVERY, 2015, 28 (01) :35-42
[4]   Understanding the motion of hard-shell capsules in dry powder inhalers [J].
Benque, Benedict ;
Khinast, Johannes G. .
INTERNATIONAL JOURNAL OF PHARMACEUTICS, 2019, 567
[5]   Particles and powders: Tools of innovation for non-invasive drug administration [J].
Buttini, Francesca ;
Colombo, Paolo ;
Rossi, Alessandra ;
Sonvico, Fabio ;
Colombo, Gaia .
JOURNAL OF CONTROLLED RELEASE, 2012, 161 (02) :693-702
[6]   The role of capsule on the performance of a dry powder inhaler using computational and experimental analyses [J].
Coates, MS ;
Fletcher, DF ;
Chan, HK ;
Raper, JA .
PHARMACEUTICAL RESEARCH, 2005, 22 (06) :923-932
[7]   Towards the optimisation and adaptation of dry powder inhalers [J].
Cui, Y. ;
Schmalfuss, S. ;
Zellnitz, S. ;
Sommerfeld, M. ;
Urbanetz, N. .
INTERNATIONAL JOURNAL OF PHARMACEUTICS, 2014, 470 (1-2) :120-132
[8]   In Vitro Tests for Aerosol Deposition. I: Scaling a Physical Model of the Upper Airways to Predict Drug Deposition Variation in Normal Humans [J].
Delvadia, Renishkumar R. ;
Longest, P. Worth ;
Byron, Peter R. .
JOURNAL OF AEROSOL MEDICINE AND PULMONARY DRUG DELIVERY, 2012, 25 (01) :32-40
[9]   In vitro study on the aerosol emitted from the DPI inhaler under two unsteady inhalation profiles [J].
Dorosz, Agata ;
Penconek, Agata ;
Moskal, Arkadiusz .
JOURNAL OF AEROSOL SCIENCE, 2016, 101 :104-117
[10]   Modeling the performance of carrier-based dry powder inhalation formulations: Where are we, and how to get there? [J].
Elsayed, Mustafa M. A. ;
Shalash, Ahmed O. .
JOURNAL OF CONTROLLED RELEASE, 2018, 279 :251-261