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利用相同人群的 SPECT 数据验证气道沉积的计算流体动力学模型。

Validation of computational fluid dynamics models for airway deposition with SPECT data of the same population.

机构信息

Fluidda N.V., Groeningenlei 132, 2550, Kontich, Belgium.

Department of Respiratory Medicine, University of Antwerp, Antwerpen, Belgium.

出版信息

Sci Rep. 2024 Mar 6;14(1):5492. doi: 10.1038/s41598-024-56033-1.

DOI:10.1038/s41598-024-56033-1
PMID:38448648
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11319804/
Abstract

This study compared computational fluid dynamic (CFD) model predictions on aerosol deposition in six asthmatic patients to the in-vivo results of the same group. Patient-specific ventilation and internal air distribution were prescribed using inspiratory and expiratory CT scans of each patient, accounting for individual lobar air flow distribution. Moreover, the significant influence of realistic mouth and throat geometries on regional deposition is demonstrated. The in-vivo data were obtained from single photon emission computed tomography (SPECT) in 6 subjects with mild asthma selected from a database of historical clinical trials. The governing flow and particle tracking equations were solved numerically using a commercial CFD tool, and the modeled deposition results were compared to the SPECT data. Good agreement was found between the CFD model, applying k-ω SST turbulence model, and SPECT in terms of aerosol deposition. The average difference for the lobar deposition obtained from CFD model and SPECT/CT data was 2.1%. The high level of agreement is due to applying patient specific airway geometries and inspiratory/expiratory CT images, anatomical upper airways, and realistic airway trees. The results of this study show that CFD is a powerful tool to simulate patient-specific deposition if correct boundary conditions are applied and can generate similar information obtained with functional imaging tools, such as SPECT.

摘要

本研究将六种哮喘患者的计算流体动力学(CFD)模型预测的气溶胶沉积与同组的体内结果进行了比较。使用每位患者的吸气和呼气 CT 扫描为特定患者规定了通气和内部空气分布,考虑到了各个肺叶的气流分布。此外,还证明了现实的口腔和喉咙几何形状对区域沉积的显著影响。体内数据是从数据库中选择的 6 名轻度哮喘患者的单光子发射计算机断层扫描(SPECT)获得的。使用商业 CFD 工具对控制流动和颗粒跟踪方程进行了数值求解,并将模型化的沉积结果与 SPECT 数据进行了比较。在气溶胶沉积方面,应用 k-ω SST 湍流模型的 CFD 模型与 SPECT 之间具有良好的一致性。从 CFD 模型和 SPECT/CT 数据获得的肺叶沉积的平均差异为 2.1%。高度一致性归因于应用了患者特定的气道几何形状和吸气/呼气 CT 图像、解剖上的上呼吸道以及现实的气道树。这项研究的结果表明,如果应用正确的边界条件,CFD 是模拟患者特定沉积的强大工具,并且可以生成与 SPECT 等功能成像工具获得的类似信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5a74/11319804/1c099905a40d/41598_2024_56033_Fig7_HTML.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5a74/11319804/569a58cc34ee/41598_2024_56033_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5a74/11319804/1c099905a40d/41598_2024_56033_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5a74/11319804/4c7ed84dda07/41598_2024_56033_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5a74/11319804/7c365684de5e/41598_2024_56033_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5a74/11319804/e13a3c660a71/41598_2024_56033_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5a74/11319804/cd05a3770838/41598_2024_56033_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5a74/11319804/139336f83e1b/41598_2024_56033_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5a74/11319804/569a58cc34ee/41598_2024_56033_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5a74/11319804/1c099905a40d/41598_2024_56033_Fig7_HTML.jpg

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