Phase-contrast MRI and CFD modeling of apparent 3He gas flow in rat pulmonary airways

被引:22
作者
Minard, Kevin R. [1 ]
Kuprat, Andrew P. [1 ]
Kabilan, Senthil [1 ]
Jacob, Richard E. [1 ]
Einstein, Daniel R. [1 ]
Carson, James P. [1 ]
Corley, Richard A. [1 ]
机构
[1] Pacific NW Natl Lab, Richland, WA 99352 USA
关键词
He-3; MRI; CFD; Pulmonary airflow; Convection-diffusion; HYPERPOLARIZED HE-3; IN-VITRO; AIR-FLOW; LUNG; DIFFUSION; RESOLUTION; NMR; SIMULATIONS; VELOCIMETRY; VALIDATION;
D O I
10.1016/j.jmr.2012.05.007
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Phase-contrast (PC) magnetic resonance imaging (MRI) with hyperpolarized He-3 is potentially useful for developing and testing patient-specific models of pulmonary airflow. One challenge, however, is that PC-MRI provides apparent values of local He-3 velocity that not only depend on actual airflow but also on gas diffusion. This not only blurs laminar flow patterns in narrow airways but also introduces anomalous airflow structure that reflects gas-wall interactions. Here, both effects are predicted in a live rat using computational fluid dynamics (CFD), and for the first time, simulated patterns of apparent He-3 gas velocity are compared with in vivo PC-MRI. Results show (1) that correlations (R-2) between measured and simulated airflow patterns increase from 0.23 to 0.79 simply by accounting for apparent He-3 transport, and (2) that remaining differences are mainly due to uncertain airway segmentation and partial volume effects stemming from relatively coarse MRI resolution. Higher-fidelity testing of pulmonary airflow predictions should therefore be possible with future imaging improvements. (C) 2012 Elsevier Inc. All rights reserved.
引用
收藏
页码:129 / 138
页数:10
相关论文
共 37 条
[1]   Diffusion in binary gas mixtures studied by NMR of hyperpolarized gases and molecular dynamics simulations [J].
Acosta, R. H. ;
Agulles-Pedros, L. ;
Komin, S. ;
Sebastiani, D. ;
Spiess, H. W. ;
Bluemler, P. .
PHYSICAL CHEMISTRY CHEMICAL PHYSICS, 2006, 8 (36) :4182-4188
[2]   Compressed Sensing in Hyperpolarized 3He Lung MRI [J].
Ajraoui, Salma ;
Lee, Kuan J. ;
Deppe, Martin H. ;
Parnell, Steven R. ;
Parra-Robles, Juan ;
Wild, Jim M. .
MAGNETIC RESONANCE IN MEDICINE, 2010, 63 (04) :1059-1069
[3]  
Arnold L., 1974, Stochastic Differential Equations: Theory and Applications
[4]  
Brokaw R.S., 1968, D4496 NASA
[5]   CFD-PBPK hybrid model for simulating gas and vapor uptake in the rat nose [J].
Bush, ML ;
Frederick, CB ;
Kimbell, JS ;
Ultman, JS .
TOXICOLOGY AND APPLIED PHARMACOLOGY, 1998, 150 (01) :133-145
[6]   Airway dimensions measured from micro-computed tomography and high-resolution computed tomography [J].
Carroll, J. R. Dame ;
Chandra, A. ;
Jones, A. S. ;
Berend, N. ;
Magnussen, J. S. ;
King, G. G. .
EUROPEAN RESPIRATORY JOURNAL, 2006, 28 (04) :712-720
[7]   High resolution lung airway cast segmentation with proper topology suitable for computational fluid dynamic simulations [J].
Carson, James P. ;
Einstein, Daniel R. ;
Minard, Kevin R. ;
Fanucchi, Michelle V. ;
Wallis, Christopher D. ;
Corley, Richard A. .
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2010, 34 (07) :572-578
[8]   In vitro validation of computational fluid dynamic simulation in human proximal airways with hyperpolarized 3He magnetic resonance phase-contrast velocimetry [J].
de Rochefort, Ludovic ;
Vial, Laurence ;
Fodil, Redouane ;
Maitre, Xavier ;
Louis, Bruno ;
Isabey, Daniel ;
Caillibotte, Georges ;
Thiriet, Marc ;
Bittoun, Jacques ;
Durand, Emmanuel ;
Sbirlea-Apiou, Gabriela .
JOURNAL OF APPLIED PHYSIOLOGY, 2007, 102 (05) :2012-2023
[9]   Phase-contrast velocimetry with hyperpolarized 3He for in vitro and in vivo characterization of airflow [J].
de Rochefort, Ludovic ;
Maitre, Xavier ;
Fodil, Redouane ;
Vial, Laurence ;
Louis, Bruno ;
Isabey, Daniel ;
Croce, Celine ;
Darrasse, Luc ;
Apiou, Gabriela ;
Caillibotte, Georges ;
Bittoun, Jacques ;
Durand, Emmanuel .
MAGNETIC RESONANCE IN MEDICINE, 2006, 55 (06) :1318-1325
[10]   Reducing data acquisition times in phase-encoded velocity imaging using compressed sensing [J].
Holland, D. J. ;
Malioutov, D. M. ;
Blake, A. ;
Sederman, A. J. ;
Gladden, L. F. .
JOURNAL OF MAGNETIC RESONANCE, 2010, 203 (02) :236-246