Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands.
IEEE Trans Med Imaging. 2011 Aug;30(8):1493-502. doi: 10.1109/TMI.2011.2125981. Epub 2011 Mar 10.
Prostate cancer is the most prevalent form of cancer in western men. An accurate early localization of prostate cancer, permitting efficient use of modern focal therapies, is currently hampered by a lack of imaging methods. Several methods have aimed at detecting microvascular changes associated with prostate cancer with limited success by quantitative imaging of blood perfusion. Differently, we propose contrast-ultrasound diffusion imaging, based on the hypothesis that the complexity of microvascular changes is better reflected by diffusion than by perfusion characteristics. Quantification of local, intravascular diffusion is performed after transrectal ultrasound imaging of an intravenously injected ultrasound contrast agent bolus. Indicator dilution curves are measured with the ultrasound scanner resolution and fitted by a modified local density random walk model, which, being a solution of the convective diffusion equation, enables the estimation of a local, diffusion-related parameter. Diffusion parametric images obtained from five datasets of four patients were compared with histology data on a pixel basis. The resulting receiver operating characteristic (curve area = 0.91) was superior to that of any perfusion-related parameter proposed in the literature. Contrast-ultrasound diffusion imaging seems therefore to be a promising method for prostate cancer localization, encouraging further research to assess the clinical reliability.
前列腺癌是西方男性最常见的癌症形式。由于缺乏成像方法,目前准确地对前列腺癌进行早期定位,以有效地利用现代焦点疗法受到阻碍。几种方法旨在通过定量血流灌注成像检测与前列腺癌相关的微血管变化,但效果有限。相反,我们提出了对比超声扩散成像,其基于这样的假设:扩散特性比灌注特性更好地反映微血管变化的复杂性。在静脉注射超声造影剂团块的经直肠超声成像后,对局部血管内扩散进行定量。使用超声扫描仪的分辨率测量指示剂稀释曲线,并通过改进的局部密度随机游走模型进行拟合,该模型作为对流扩散方程的解,能够估计局部扩散相关参数。将从四名患者的五个数据集获得的扩散参数图像与组织学数据进行像素基础上的比较。所得的接收者操作特性(曲线面积=0.91)优于文献中提出的任何与灌注相关的参数。因此,对比超声扩散成像似乎是一种有前途的前列腺癌定位方法,鼓励进一步研究以评估其临床可靠性。