IEEE Trans Ultrason Ferroelectr Freq Control. 2023 Jul;70(7):653-667. doi: 10.1109/TUFFC.2023.3279284. Epub 2023 Jun 29.
The evaluation of cardiac anisotropic mechanics is important in the diagnosis of heart disease. However, other representative ultrasound imaging-based metrics, which are capable of quantitatively evaluating anisotropic cardiac mechanics, are insufficient for accurately diagnosing heart disease due to the influence of viscosity and geometry of cardiac tissues. In this study, we propose a new ultrasound imaging-based metric, maximum cosine similarity (MaxCosim), for quantifying anisotropic mechanics of cardiac tissues by evaluating the periodicity of the transverse wave speeds depending on the measurement directions using ultrasound imaging. We developed a high-frequency ultrasound-based directional transverse wave imaging system to measure the transverse wave speed in multiple directions. The ultrasound imaging-based metric was validated by performing experiments on 40 rats randomly assigned to four groups; three doxorubicin (DOX) treatment groups received 10, 15, or 20 mg/kg DOX, while the control group received 0.2 mL/kg saline. In each heart sample, the developed ultrasound imaging system allowed measuring transverse wave speeds in multiple directions, and the new metric was then calculated from 3-D ultrasound transverse wave images to evaluate the degree of anisotropic mechanics of the heart sample. The results of the metric were compared with histopathological changes for validation. A decrease in the MaxCosim value was observed in the DOX treatment groups, with the degree of decrease depending on the dose. These results are consistent with the histopathological features, suggesting that our ultrasound imaging-based metric can quantify the anisotropic mechanics of cardiac tissues and potentially be used for the early diagnosis of heart disease.
评估心脏各向异性力学在心脏病诊断中很重要。然而,其他基于超声成像的代表性指标,虽然能够定量评估各向异性心脏力学,但由于心脏组织的粘性和几何形状的影响,不足以准确诊断心脏病。在本研究中,我们提出了一种新的基于超声成像的指标,即最大余弦相似度(MaxCosim),通过使用超声成像评估依赖于测量方向的横向波速度的周期性,来量化心脏组织的各向异性力学。我们开发了一种基于高频超声的各向异性横向波成像系统,以在多个方向上测量横向波速度。通过在 40 只随机分为四组的大鼠上进行实验,验证了基于超声成像的指标;三组多柔比星(DOX)处理组分别接受 10、15 或 20mg/kg DOX,而对照组接受 0.2mL/kg 生理盐水。在每个心脏样本中,开发的超声成像系统允许在多个方向上测量横向波速度,然后从 3D 超声横向波图像计算出新指标,以评估心脏样本各向异性力学的程度。该指标的结果与组织病理学变化进行了比较以验证。在 DOX 处理组中观察到 MaxCosim 值下降,下降程度取决于剂量。这些结果与组织病理学特征一致,表明我们的基于超声成像的指标可以量化心脏组织的各向异性力学,并可能用于心脏病的早期诊断。