Doherty Joshua R, Dahl Jeremy J, Kranz Peter G, El Husseini Nada, Chang Hing-Chiu, Chen Nan-kuei, Allen Jason D, Ham Katherine L, Trahey Gregg E
IEEE Trans Med Imaging. 2015 Nov;34(11):2354-65. doi: 10.1109/TMI.2015.2432797. Epub 2015 May 13.
Measurements of plaque stiffness may provide important prognostic and diagnostic information to help clinicians distinguish vulnerable plaques containing soft lipid pools from more stable, stiffer plaques. In this preliminary study, we compare in vivo ultrasonic Acoustic Radiation Force Impulse (ARFI) imaging derived measures of carotid plaque stiffness with composition determined by spatially registered Magnetic Resonance Imaging (MRI) in five human subjects with stenosis > 50%. Ultrasound imaging was implemented on a commercial diagnostic scanner with custom pulse sequences to collect spatially registered 2D longitudinal B-mode and ARFI images. A standardized, multi-contrast weighted MRI sequence was used to obtain 3D Time of Flight (TOF), T1 weighted (T1W), T2 weighted (T2W), and Proton Density Weighted (PDW) transverse image stacks of volumetric data. The MRI data was segmented to identify lipid, calcium, and normal loose matrix components using commercially available software. 3D MRI segmented plaque models were rendered and spatially registered with 2D B-mode images to create fused ultrasound and MRI volumetric images for each subject. ARFI imaging displacements in regions of interest (ROIs) derived from MRI segmented contours of varying composition were compared. Regions of calcium and normal loose matrix components identified by MRI presented as homogeneously stiff regions of similarly low (typically ≈ 1 μm) displacement in ARFI imaging. MRI identified lipid pools > 2 mm(2), found in three out of five subjects, presented as softer regions of increased displacement that were on average 1.8 times greater than the displacements in adjacent regions of loose matrix components in spatially registered ARFI images. This work provides early evidence supporting the use of ARFI imaging to noninvasively identify lipid regions in carotid artery plaques in vivo that are believed to increase the propensity of a plaque to rupture. Additionally, the results provide early training data for future studies and aid in the interpretation and possible clinical utility of ARFI imaging for identifying the elusive vulnerable plaque.
斑块硬度的测量可为临床医生提供重要的预后和诊断信息,以帮助他们区分含有软脂池的易损斑块和更稳定、更硬的斑块。在这项初步研究中,我们比较了五名狭窄程度>50%的人类受试者体内超声声辐射力脉冲(ARFI)成像得出的颈动脉斑块硬度测量值与通过空间配准磁共振成像(MRI)确定的斑块成分。超声成像在配备定制脉冲序列的商用诊断扫描仪上进行,以收集空间配准的二维纵向B模式和ARFI图像。使用标准化的多对比度加权MRI序列获取三维时间飞跃(TOF)、T1加权(T1W)、T2加权(T2W)和质子密度加权(PDW)横向图像堆栈的体积数据。使用商用软件对MRI数据进行分割,以识别脂质、钙和正常疏松基质成分。渲染三维MRI分割斑块模型,并将其与二维B模式图像进行空间配准,为每个受试者创建融合的超声和MRI体积图像。比较了从MRI分割的不同成分轮廓得出的感兴趣区域(ROI)中的ARFI成像位移。MRI识别出的钙和正常疏松基质成分区域在ARFI成像中表现为均匀坚硬的区域,位移同样较低(通常约为1μm)。在五名受试者中有三名发现MRI识别出的脂质池>2mm²,在空间配准的ARFI图像中,这些脂质池表现为位移增加的较软区域,平均比相邻疏松基质成分区域的位移大1.8倍。这项工作提供了早期证据,支持使用ARFI成像在体内无创识别颈动脉斑块中的脂质区域,这些脂质区域被认为会增加斑块破裂的倾向。此外,研究结果为未来研究提供了早期训练数据,并有助于解释ARFI成像在识别难以捉摸的易损斑块方面的潜在临床应用价值。