Undersampled Diffusion-Weighted 129Xe MRI Morphometry of Airspace Enlargement: Feasibility in Chronic Obstructive Pulmonary Disease

被引:2
|
作者
Perron, Samuel [1 ]
McCormack, David G. [2 ]
Parraga, Grace [3 ,4 ,5 ]
Ouriadov, Alexei [3 ,4 ]
机构
[1] Univ Western Ontario, Dept Phys & Astron, London, ON N6A 3K7, Canada
[2] Univ Western Ontario, Dept Med, Div Respirol, London, ON N6A 3K7, Canada
[3] Robarts Res Inst, London, ON N6A 5B7, Canada
[4] Univ Western Ontario, Dept Med Biophys, London, ON N6A 3K7, Canada
[5] Univ Western Ontario, Grad Program Biomed Engn, London, ON N6A 3K7, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
acceleration; lung; morphometry; hyperpolarized; Xenon; compressed sensing; alpha-1 antitrypsin deficiency; COPD; HYPERPOLARIZED HE-3 MRI; HEALTHY-VOLUNTEERS; LUNG MORPHOMETRY; COMPUTED-TOMOGRAPHY; COPD; GAS; REPRODUCIBILITY; MICROSTRUCTURE; RECONSTRUCTION; ACQUISITION;
D O I
10.3390/diagnostics13081477
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Multi-b diffusion-weighted hyperpolarized gas MRI measures pulmonary airspace enlargement using apparent diffusion coefficients (ADC) and mean linear intercepts (L-m). Rapid single-breath acquisitions may facilitate clinical translation, and, hence, we aimed to develop single-breath three-dimensional multi-b diffusion-weighted Xe-129 MRI using k-space undersampling. We evaluated multi-b (0, 12, 20, 30 s/cm(2)) diffusion-weighted Xe-129 ADC/morphometry estimates using a fully sampled and retrospectively undersampled k-space with two acceleration-factors (AF = 2 and 3) in never-smokers and ex-smokers with chronic obstructive pulmonary disease (COPD) or alpha-one anti-trypsin deficiency (AATD). For the three sampling cases, mean ADC/L-m values were not significantly different (all p > 0.5); ADC/L-m values were significantly different for the COPD subgroup (0.08 cm(2)s(-1)/580 mu m, AF = 3; all p < 0.001) as compared to never-smokers (0.05 cm(2)s(-1)/300 mu m, AF = 3). For never-smokers, mean differences of 7%/7% and 10%/7% were observed between fully sampled and retrospectively undersampled (AF = 2/AF = 3) ADC and L-m values, respectively. For the COPD subgroup, mean differences of 3%/4% and 11%/10% were observed between fully sampled and retrospectively undersampled (AF = 2/AF = 3) ADC and L-m, respectively. There was no relationship between acceleration factor with ADC or L-m (p = 0.9); voxel-wise ADC/L-m measured using AF = 2 and AF = 3 were significantly and strongly related to fully-sampled values (all p < 0.0001). Multi-b diffusion-weighted Xe-129 MRI is feasible using two different acceleration methods to measure pulmonary airspace enlargement using L-m and ADC in COPD participants and never-smokers.
引用
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页数:13
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