Department of Radiology, University of Bonn, Bonn, Germany.
Eur Radiol. 2013 Oct;23(10):2773-83. doi: 10.1007/s00330-013-2869-z. Epub 2013 May 11.
To evaluate intravoxel incoherent motion (IVIM) model-based liver lesion characterisation from three b-value diffusion-weighted imaging (DWI).
The 1.5-T DWI data from a respiratory gated spin-echo echo-planar magnetic resonance imaging sequence (b = 0, 50, 800 s/mm(2)) were retrospectively analysed in 38 patients with different liver lesions. Conventional apparent diffusion coefficient ADC = ADC(0,800) as well as IVIM-based parameters D' = ADC(50,800), ADC_low = ADC(0,50), and f' were calculated voxel-wise. Sixty-one regions of interest in hepatocellular carcinomas (HCCs, n = 24), haemangiomas (HEMs, n = 11), focal nodular hyperplasias (FNHs, n = 11), and healthy liver tissue (REFs, n = 15) were analysed. Group differences were investigated using Student's t-test and receiver-operating characteristic (ROC) analysis.
Mean values ± standard deviations of ADC, D', ADC_low (in 10(-5) mm(2)/s), and f' (in %) for REFs/FNHs/HEMs/HCCs were 130 ± 11/143 ± 27/168 ± 16/113 ± 25, 104 ± 12/123 ± 25/162 ± 18/102 ± 23, 518 ± 66/437 ± 97/268 ± 69/283 ± 120, and 18 ± 3/14 ± 4/6 ± 3/9 ± 5, respectively. Differences between lesions and REFs were more significant for IVIM-based parameters than for conventional ADC. ROC analysis showed the best discriminability between HCCs and FNHs for ADC_low and f' and between HEMs and FNHs or HCCs for D'.
Three instead of two b-value DWI enables a numerically stable and voxel-wise IVIM-based analysis for improved liver lesion characterisation with tolerable acquisition time.
• Quantitative analysis of diffusion-weighted MRI helps liver lesion characterisation. • Analysis of intravoxel incoherent motion is superior to apparent diffusion coefficient determination. • Only three b-values enable separation of diffusion and microcirculation effects. • The method presented is numerically stable, with voxel-wise results and short acquisition times.
从三个 b 值扩散加权成像 (DWI) 评估基于体素内不相干运动 (IVIM) 的肝病变特征。
对 38 例不同肝病变患者的呼吸门控自旋回波回波平面磁共振成像序列(b=0、50、800 s/mm²)的 1.5-T DWI 数据进行回顾性分析。在体素水平计算常规表观扩散系数 ADC=ADC(0,800)以及 IVIM 相关参数 D'=ADC(50,800)、ADC_low=ADC(0,50)和 f'。分析 24 例肝细胞癌 (HCCs)、11 例肝血管瘤 (HEMs)、11 例局灶性结节增生 (FNHs)和 15 例健康肝组织 (REFs)共 61 个感兴趣区。采用 Student's t 检验和受试者工作特征 (ROC) 分析比较组间差异。
REFs/FNHs/HEMs/HCCs 的 ADC、D'、ADC_low(10(-5)mm²/s)和 f'(%)的平均值±标准差分别为 130±11/143±27/168±16/113±25、104±12/123±25/162±18/102±23、518±66/437±97/268±69/283±120 和 18±3/14±4/6±3/9±5。与 REF 相比,基于 IVIM 的参数在病变之间的差异比常规 ADC 更显著。ROC 分析显示,ADC_low 和 f' 可最佳区分 HCCs 和 FNHs,D' 可最佳区分 HEMs 和 FNHs 或 HCCs。
与使用两个 b 值 DWI 相比,使用三个 b 值 DWI 可进行数值稳定且体素水平的 IVIM 分析,从而改善肝病变特征,且采集时间可接受。
• 扩散加权 MRI 的定量分析有助于肝病变特征的分析。
• 基于体素内不相干运动的分析优于表观扩散系数的测定。
• 仅三个 b 值可分离扩散和微循环效应。
• 所提出的方法具有数值稳定性,结果在体素水平,采集时间短。