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In-vivo quantitative ultrasound evaluation of carotid plaque

机译:颈动脉斑块的体内定量超声评估

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Carotid atherosclerotic plaque is a major contributor to cerebrovascular disease. Noninvasive quantitative ultrasound (QUS) evaluation of plaque morphology is requisite for comprehensive risk assessment. System and setting dependencies, however, limit current grayscale analyses. Here, integrated backscatter (IB) and attenuation coefficient (AC) were calculated in-vivo and compared with pathology scores of excised plaques. Radiofrequency data acquired prior to a carotid endarterectomy procedure were processed on 6 subjects. Average percent stenosis was 71.67±11.69. QUS parameters were calculated in-vivo with 70% axial overlap at end-diastole using the reference phantom method (AC, IB) and optimum power-spectral shift estimator (AC). Parametric maps were created to visualize QUS parameter variation in plaque. Histopathology examination was reported for a representative section of fixed plaque. Plaque was scored for hemorrhage, hemosiderin, and inflammation on an ordinal scale and was assessed for percent cholesterol/fibrinoid and calcium. Relationships between QUS parameters and histopathology were examined. Our results indicate that plaques with more calcium on histopathology (n=2, >20% calcium) have high IB (approaching 0 dB) and elevated AC (approaching 1.5 dB/cm-MHz). Plaques with high percent cholesterol/fibrinoid (n=4, >60% cholesterol/fibrinoid) have low IB (approaching -30 dB) and moderate AC (approaching 1 dB/cm-MHz). We are also able to distinguish calcified and soft plaque regions on parametric maps. These findings suggest that IB and AC can be used to noninvasively evaluate plaques based on tissue composition. Thus, these QUS parameters may provide important information for a risk-assessment model of carotid plaque. Future work will compare QUS parameters in-vivo with high frequency characterizations of plaque ex-vivo and 3D reconstructions of histopathology sections.
机译:颈动脉粥样硬化斑块是导致脑血管疾病的主要因素。对斑块形态进行无创定量超声(QUS)评估是进行全面风险评估的必要条件。但是,系统和设置相关性限制了当前的灰度分析。在这里,体内计算积分后向散射(IB)和衰减系数(AC),并将其与切除斑块的病理评分进行比较。在6位受试者上处理了在颈动脉内膜切除术之前获取的射频数据。平均狭窄率为71.67±11.69。使用参考体模法(AC,IB)和最佳功率谱漂移估计器(AC)在体内舒张末期轴向重叠70%的情况下计算QUS参数。创建参数图以可视化斑块中的QUS参数变化。据报道,有代表性的固定斑块进行了组织病理学检查。按顺序对斑块的出血,铁血黄素和炎症评分,并评估胆固醇/血纤蛋白和钙的百分比。检查了QUS参数与组织病理学之间的关系。我们的结果表明,组织病理学中钙含量更高的斑块(n = 2,钙含量> 20%)具有较高的IB(接近0 dB)和升高的AC(接近1.5 dB / cm-MHz)。胆固醇/血纤蛋白百分比高的斑块(n = 4,胆固醇/血纤蛋白百分比> 60%)具有较低的IB(接近-30 dB)和中等AC(接近1 dB / cm-MHz)。我们还能够在参数图上区分钙化斑块和软斑块区域。这些发现表明,IB和AC可用于基于组织组成的无创评估斑块。因此,这些QUS参数可能为颈动脉斑块的风险评估模型提供重要信息。未来的工作将比较QUS体内参数与离体斑块的高频表征以及组织病理学切片的3D重建。

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