Automated bidirectional coupling of multiscale models of aerosol dosimetry: Validation with subject-specific deposition data

被引:15
作者
Kuprat, A. P. [1 ,6 ]
Price, O. [2 ]
Asgharian, B. [2 ]
Singh, R. K. [1 ]
Colby, S. [1 ]
Yugulis, K. [3 ]
Corley, R. A. [4 ]
Darquenne, C. [5 ]
机构
[1] Pacific Northwest Natl Lab, Richland, WA USA
[2] Arlington Div, Appl Res Associates, Raleigh, NC USA
[3] Battelle Mem Inst, Columbus, OH USA
[4] Greek Creek Toxicokinet Consulting LLC, Boise, ID USA
[5] Univ Calif San Diego, Dept Med, San Diego, CA USA
[6] Pacific Northwest Natl Lab, POB 999,MSIN J4-18, Richland, WA 99352 USA
关键词
Aerosol deposition; MPPD; Subject -specific modeling; Lung airways; OPTIMAL PARTICLE-SIZE; ACINAR AIRWAYS; VARIABILITY; DISPERSION; DYNAMICS;
D O I
10.1016/j.jaerosci.2023.106233
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
Assessing the toxicity of airborne particulate matter or the efficacy of inhaled drug depends upon accurate estimates of deposited fraction of inhaled materials. In silico approaches can provide important insights into site-or airway-specific deposition of inhaled aerosols in the respiratory system. In this study, we improved on our recently developed 3D/1D model that simulate aerosol transport and deposition in the whole lung over multiple breath cycles (J. Aerosol Sci 151:105647). A subject-specific multiscale lung model of a healthy male subject using compu-tational fluid-particle dynamics (CFPD) in a 3D model of the oral cavity through the large bronchial airways entering each lobe was bidirectionally coupled with a recently improved Multiple Path Particle Dosimetry (MPPD) model to predict aerosol deposition over the entire respiratory tract over multiple breaths for four conditions matching experimental aerosol expo-sures in the same subject from which the model was developed. These include two particle sizes (1 and 2.9 & mu;m) and two subject-specific breathing rates of-300 ml/s (slow breathing) and-750 ml/s (fast breathing) at a target tidal volume of 1 L. In silico predictions of retained fraction were 0.31 and 0.29 for 1 & mu;m and 0.66 and 0.62 for 2.9 & mu;m during slow and fast breathing, respectively, and compared well with experimental data (1 & mu;m: 0.31 & PLUSMN; 0.01 (slow) and 0.27 & PLUSMN; 0.01 (fast), 2.9 & mu;m: 0.63 & PLUSMN; 0.03 (slow) and 0.68 & PLUSMN; 0.02 (fast)). These results provide a great deal of confidence in the validity and reliability of our approach.
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页数:12
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