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超声弹性张量成像:与心肌磁共振扩散张量成像的比较。

Ultrasound elastic tensor imaging: comparison with MR diffusion tensor imaging in the myocardium.

机构信息

Institut Langevin, ESPCI ParisTech, Paris, France.

出版信息

Phys Med Biol. 2012 Aug 21;57(16):5075-95. doi: 10.1088/0031-9155/57/16/5075. Epub 2012 Jul 27.

Abstract

We have previously proven the feasibility of ultrasound-based shear wave imaging (SWI) to non-invasively characterize myocardial fiber orientation in both in vitro porcine and in vivo ovine hearts. The SWI-estimated results were in good correlation with histology. In this study, we proposed a new and robust fiber angle estimation method through a tensor-based approach for SWI, coined together as elastic tensor imaging (ETI), and compared it with magnetic resonance diffusion tensor imaging (DTI), a current gold standard and extensively reported non-invasive imaging technique for mapping fiber architecture. Fresh porcine (n = 5) and ovine (n = 5) myocardial samples (20 × 20 × 30 mm³) were studied. ETI was firstly performed to generate shear waves and to acquire the wave events at ultrafast frame rate (8000 fps). A 2.8 MHz phased array probe (pitch = 0.28 mm), connected to a prototype ultrasound scanner, was mounted on a customized MRI-compatible rotation device, which allowed both the rotation of the probe from -90° to 90° at 5° increments and co-registration between two imaging modalities. Transmural shear wave speed at all propagation directions realized was firstly estimated. The fiber angles were determined from the shear wave speed map using the least-squares method and eigen decomposition. The test myocardial sample together with the rotation device was then placed inside a 7T MRI scanner. Diffusion was encoded in six directions. A total of 270 diffusion-weighted images (b = 1000 s mm⁻², FOV = 30 mm, matrix size = 60 × 64, TR = 6 s, TE = 19 ms, 24 averages) and 45 B₀ images were acquired in 14 h 30 min. The fiber structure was analyzed by the fiber-tracking module in software, MedINRIA. The fiber orientation in the overlapped myocardial region which both ETI and DTI accessed was therefore compared, thanks to the co-registered imaging system. Results from all ten samples showed good correlation (r² = 0.81, p < 0.0001) and good agreement (3.05° bias) between ETI and DTI fiber angle estimates. The average ETI-estimated fractional anisotropy (FA) values decreased from subendocardium to subepicardium (p < 0.05, unpaired, one-tailed t-test, N = 10) by 33%, whereas the corresponding DTI-estimated FA values presented a change of -10% (p > 0.05, unpaired, one-tailed t-test, N = 10). In conclusion, we have demonstrated that the fiber orientation estimated by ETI, which assesses the shear wave speed (and thus the stiffness), was comparable to that measured by DTI, which evaluates the preferred direction of water diffusion, and have validated this concept within the myocardium. Moreover, ETI was shown capable of mapping the transmural fiber angles with as few as seven shear wave propagation directions.

摘要

我们之前已经证明了基于超声的剪切波成像(SWI)无创地描绘体外猪和体内绵羊心脏心肌纤维方向的可行性。SWI 估计的结果与组织学有很好的相关性。在这项研究中,我们提出了一种新的、稳健的纤维角度估计方法,通过基于张量的 SWI 方法,称为弹性张量成像(ETI),并将其与磁共振扩散张量成像(DTI)进行了比较,DTI 是当前用于映射纤维结构的金标准和广泛报道的无创成像技术。新鲜的猪(n=5)和绵羊(n=5)心肌样本(20×20×30mm³)进行了研究。首先进行 ETI 以产生剪切波,并以超快帧率(8000fps)获取波事件。使用连接到原型超声扫描仪的 2.8MHz 相控阵探头(间距=0.28mm),安装在定制的 MRI 兼容旋转装置上,该装置允许探头从-90°旋转到 90°,以 5°的增量,并且两种成像模式之间进行配准。实现了所有传播方向的横膜剪切波速度首先被估计。纤维角度是使用最小二乘法和特征分解从剪切波速度图中确定的。测试心肌样本连同旋转装置一起被放置在 7T MRI 扫描仪内。在六个方向上对扩散进行编码。总共采集了 270 张扩散加权图像(b=1000smm⁻²,FOV=30mm,矩阵大小=60×64,TR=6s,TE=19ms,24 次平均)和 45 张 B₀图像,在 14 小时 30 分钟内完成。纤维结构通过软件中的纤维跟踪模块进行分析,MedINRIA。因此,由于配备了配准成像系统,可以比较 ETI 和 DTI 访问的重叠心肌区域的纤维方向。来自所有十个样本的结果显示出良好的相关性(r²=0.81,p<0.0001)和良好的一致性(3.05°偏差),ETI 和 DTI 纤维角度估计之间。ETI 估计的各向异性分数(FA)值从心内膜到心外膜逐渐降低(p<0.05,非配对,单侧 t 检验,N=10),降低了 33%,而相应的 DTI 估计的 FA 值变化了-10%(p>0.05,非配对,单侧 t 检验,N=10)。总之,我们已经证明,通过 ETI 估计的纤维方向(评估剪切波速度(因此评估刚度))与通过 DTI 评估的纤维方向相当,DTI 评估水扩散的优选方向,并在心肌内验证了这一概念。此外,ETI 显示出能够用多达七个剪切波传播方向绘制横膜纤维角度。

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