Pulmonary Functional Magnetic Resonance Imaging: Asthma Temporal-Spatial Maps

被引:20
|
作者
Svenningsen, Sarah [1 ,2 ]
Guo, Fumin [1 ,3 ]
Kirby, Miranda [4 ,5 ,6 ]
Choy, Stephen
Wheatley, Andrew [1 ]
McCormack, David G. [7 ]
Parraga, Grace [1 ,2 ,3 ,8 ]
机构
[1] Univ Western Ontario, Robarts Res Inst, Imaging Res Labs, London, ON N6A 5B7, Canada
[2] Univ Western Ontario, Dept Med Biophys, London, ON N6A 5B7, Canada
[3] Univ Western Ontario, Grad Program Biomed Engn, London, ON N6A 5B7, Canada
[4] Univ British Columbia, Dept Radiol, Vancouver, BC, Canada
[5] St Pauls Hosp, UBC James Hogg Res Ctr, Vancouver, BC V6Z 1Y6, Canada
[6] St Pauls Hosp, Inst Heart & Lung Hlth, Vancouver, BC V6Z 1Y6, Canada
[7] Univ Western Ontario, Dept Med, Div Respirol, London, ON N6A 5B7, Canada
[8] Univ Western Ontario, Dept Med Imaging, London, ON N6A 5B7, Canada
基金
加拿大健康研究院; 加拿大自然科学与工程研究理事会;
关键词
sthma; hyperpolarized He-3 magnetic resonance imaging; image-guided therapy; lung function; ventilation defect; HYPERPOLARIZED HE-3 MRI; AIR-FLOW OBSTRUCTION; COMPUTED-TOMOGRAPHY; EXERCISE CHALLENGE; MULTIDETECTOR CT; METHACHOLINE; LUNGS; SPIROMETRY; TECHNEGAS; CLOSURE;
D O I
10.1016/j.acra.2014.08.002
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Rationale and Objectives: Hyperpolarized He-3 magnetic resonance imaging (MRI) previously revealed the temporal and spatial heterogeneity of ventilation defects in asthmatics, but these findings have not been used in treatment studies or to guide personalized therapy. Our objective was to exploit the temporal and spatial information inherent to He-3 MRI and develop image processing methods to generate pulmonary ventilation temporal-spatial maps that could be used to measure, optimize, and guide asthma therapy. Materials and Methods: In this proof-of-concept study, seven asthmatics provided written informed consent to an approved protocol and underwent spirometry and He-3 MRI on three occasions, each 5 +/- 2 days apart. A registration and segmentation pipeline was developed to generate three-dimensional, temporalspatial, pulmonary function maps. Briefly, He-3 ventilation images were segmented to generate ventilation masks that were coregistered and voxels classified according to their temporal behavior. This enabled the regional mapping of temporally persistent and intermittent ventilation defects that were normalized to the H-1 MRI thoracic cavity volume to generate persistent ventilation defect percent (VDPP) and intermittent ventilation defect percent (VDPI). Results: He-3 temporalspatial pulmonary function maps identified temporally persistent and intermittent ventilation defects. VDPI was significantly greater in the posterior (P = .04) and inferior (P = .04) lung as compared to the anterior and superior lung. Persistent and intermittent ventilation defect percent were strongly correlated with forced expiratory volume in one second/forced vital capacity (VDPP: r = -0.87, P = .01; VDPI: r = -0.96, P = .0008). Conclusions: Temporal-spatial pulmonary maps generated from He-3 MRI can be used to quantify temporally persistent and intermittent ventilation defects as asthma intermediate end points and targets for therapy.
引用
收藏
页码:1402 / 1410
页数:9
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