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Understanding quantification of microvascularity with high-frequency power Doppler ultrasound

机译:了解高频功率多普勒超声对微血管的量化

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High-frequency power Doppler imaging of angiogenesis can be challenging given the presence of small blood vessels and slow flow velocities. In the presence of substantial Doppler artifacts such as false-positive color pixels or undetected vessels, color pixel density (CPD) and related vascularity metrics do not provide accurate estimates of vascular volume fraction. As a step towards improved microvascular quantification, flow-phantom experiments were performed to establish relationships between CPD and wall filter cut-off velocity for various combinations of vessel size (160, 200, 250, 300, and 360 μm), flow velocity (4, 3, 2, 1, and 0.5 mm/s), and transducer frequency (30 and 40 MHz). Three distinct regions were observed in plots of CPD versus wall filter cut-off velocity: overestimation of CPD at low cut-offs, underestimation of CPD at high cut-offs, and a plateau at intermediate cut-offs. The CPD at the plateau closely matched the phantom's actual vascular volume fraction. The length of the plateau corresponded with the flow-detection performance of the Doppler system, which was assessed using receiver operating characteristic analysis. Color pixel density versus wall filter cut-off curves from analogous in vivo experiments exhibited the same shape, including a distinct CPD plateau. The similar shape of the flow-phantom and in vivo curves suggests that the presence of a plateau can be used to identify the best-estimate CPD value in an in vivo experiment. The ability to identify the best CPD estimate is expected to improve quantification of angiogenesis and anti-angiogenic treatment responses with power Doppler.
机译:考虑到小血管的存在和缓慢的流速,血管生成的高频功率多普勒成像可能具有挑战性。在存在大量多普勒伪影(例如假阳性彩色像素或未检测到的血管)的情况下,彩色像素密度(CPD)和相关的血管性指标无法提供血管体积分数的准确估算。作为改善微血管定量的步骤,进行了流模实验,以建立对于各种尺寸的血管(160、200、250、300和360μm),流速(4)的组合,CPD和壁滤器截止速度之间的关系。 ,3、2、1和0.5 mm / s),以及传感器频率(30和40 MHz)。在CPD与壁式过滤器截止速度的曲线图中观察到三个不同的区域:低截止时CPD的高估,高截止时CPD的低估以及中间截止时的平稳。高原的CPD与体模的实际血管体积分数紧密匹配。平台的长度与多普勒系统的流量检测性能相对应,这是使用接收器工作特性分析进行评估的。来自相似体内实验的彩色像素密度与壁滤器截止曲线显示出相同的形状,包括明显的CPD平稳期。流动模型和体内曲线的形状相似,表明平台的存在可用于识别体内实验中最佳的CPD值。预期识别最佳CPD估计值的能力有望改善功率多普勒对血管生成和抗血管生成治疗反应的量化。

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