Faculty of Biomedical Engineering, Technion Israel Institute of Technology, Haifa, Israel.
AJR Am J Roentgenol. 2011 Feb;196(2):431-6. doi: 10.2214/AJR.10.4522.
The purpose of this research is to develop a computerized method to quantify carotid plaque neovascularization on contrast-enhanced ultrasound images and to compare the results with the histopathologic analysis of the plaque.
Twenty-seven patients (age range, 48-84 years; mean [± SD] age, 68.4 ± 9.72 years) were recruited before endarterectomy. Contrast-enhanced ultrasound examination of the carotid artery was performed by applying low mechanical index and harmonics with pulse inversion. An algorithm was developed that implemented several image processing methods to automatically quantify neovascularization and reconstruct the vascular tree in the atheromatous plaque. Neovascularization and the number of inflammatory cells seen on histopathologic analysis of the plaque after endarterectomy were compared with neovascularization determined by the computerized method. The mean (± SD) ratios of the ultrasound and histopathologic measurements were calculated.
In five patients, heavy calcification of the plaque prevented visualization of plaque texture. Intraplaque neovascularization on contrast-enhanced ultrasound images was significant in 19 patients and low in three patients. The ratio of the neovascularization area to the total plaque area on contrast-enhanced ultrasound images was well correlated with the same histopathologic ratio (R(2) = 0.7905) and with the number of inflammatory cells present in the plaque (R(2) = 0.6109). The histopathologic ratio and the number of intraplaque inflammatory cells also were well correlated (R(2) = 0.7034).
The newly developed method allowed quantification of the intraplaque neovascularization as a feature of vulnerability in the carotid plaque and proved to be highly correlated with histopathologic results.
本研究旨在开发一种计算机化方法,以量化颈动脉斑块新生血管在对比增强超声图像上的表现,并将结果与斑块的组织病理学分析进行比较。
27 名患者(年龄范围 48-84 岁;平均年龄 68.4 ± 9.72 岁)在颈动脉内膜切除术前行颈动脉对比增强超声检查。通过应用低机械指数和脉冲反转谐波技术进行超声检查。开发了一种算法,该算法实施了几种图像处理方法,以自动量化新生血管,并重建粥样斑块中的血管树。将手术后斑块的组织病理学分析中观察到的新生血管和炎症细胞数量与计算机化方法确定的新生血管进行比较。计算超声和组织病理学测量的平均值(±标准差)比值。
在五名患者中,斑块的严重钙化妨碍了斑块纹理的可视化。在 19 名患者中,对比增强超声图像上的斑块内新生血管明显,而在三名患者中则较低。对比增强超声图像上的新生血管面积与总斑块面积的比值与相同的组织病理学比值(R²=0.7905)和斑块内存在的炎症细胞数量(R²=0.6109)高度相关。组织病理学比值和斑块内炎症细胞的数量也高度相关(R²=0.7034)。
新开发的方法允许量化颈动脉斑块中易损性的斑块内新生血管,并与组织病理学结果高度相关。