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吸入用粉末空气动力学特性的体外和计算机模拟方法的比较评估

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

作者信息

Ignjatović Jelisaveta, Šušteršič Tijana, Bodić Aleksandar, Cvijić Sandra, Đuriš Jelena, Rossi Alessandra, Dobričić Vladimir, Ibrić Svetlana, Filipović Nenad

机构信息

Department of Pharmaceutical Technology and Cosmetology, University of Belgrade-Faculty of Pharmacy, Vojvode Stepe 450, 11221 Belgrade, Serbia.

Faculty of Engineering, University of Kragujevac, Sestre Janjić 6, 34000 Kragujevac, Serbia.

出版信息

Pharmaceutics. 2021 Nov 2;13(11):1831. doi: 10.3390/pharmaceutics13111831.

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.

摘要

对吸入用干粉剂(DPI)进行体外空气动力学性能评估是DPI研发过程中一项不可或缺的测试。然而,药物研发的当代趋势也涉及使用计算机模拟方法,例如,将计算流体动力学(CFD)与离散相模型(DPM)相结合。本研究的目的是将设计的CFD-DPM结果与三种用于评估固体脂质微粒DPI空气动力学性能的体外方法的结果进行比较。该模型能够模拟颗粒与壁面的粘附,并估计粘附在吸入器壁面上或从壁面上反弹的颗粒比例;然而,我们观察到计算机模拟结果与体外实验结果之间存在显著差异。预测的发射分数(EFs)与体外测定的EFs相当,而预测的细颗粒分数(FPFs)通常低于相应的体外值。此外,与体外值相比,CFD-DPM预测的质量中值空气动力学直径(MMAD)更高。不同体外方法的结果也存在差异,这意味着这些方法不可相互替代。总体而言,我们的结果支持CFD-DPM在DPI研发中的实用性,但也强调需要对这些模型进行进一步改进,以捕捉影响特定DPI空气动力学性能的所有关键过程。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1893/8619946/ebf5c8f5468f/pharmaceutics-13-01831-g001.jpg

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