Ganeshan Balaji, Miles Kenneth A, Young Rupert C D, Chatwin Chris R
Department of Engineering & Design, University of Sussex, Brighton BN1 9QT, UK.
Acad Radiol. 2007 Dec;14(12):1520-30. doi: 10.1016/j.acra.2007.06.028.
Perfusion imaging of the liver has attracted interest as a potential means for earlier detection of hepatic metastases, but the techniques are complex and do not form part of routine imaging protocols. This study assesses whether the hemodynamic status of the liver of patients with colorectal cancer but apparently normal hepatic morphology is reflected by texture features within a single portal-phase contrast enhanced computed tomography (CT) image and correlates texture with overall survival.
Portal-phase CT images from 27 patients with colorectal cancer but no apparent hepatic metastases were processed using a band-pass filter that highlighted image features at different spatial frequencies. A range of parameters reflecting liver texture on filtered images were correlated against CT hepatic perfusion index (HPI) and patient survival.
After image filtration, entropy values from hepatic regions were inversely correlated with HPI (r=-0.503978, P=.007355), and directly correlated with survival (r=0.489642, P=.009533). An entropy value below 2.0 identified four patients who died within 36 months of their CT scan with sensitivity 100% and specificity 65% (P<.03).
The hemodynamic status of the liver is reflected by subtle changes in coarse texture on portal phase images that can be revealed by texture analysis. Texture analysis has the potential to identify colorectal cancer patients with an apparently normal portal phase hepatic CT but reduced survival.
肝脏灌注成像作为早期检测肝转移的一种潜在手段已引起关注,但该技术复杂,并非常规成像方案的一部分。本研究评估在单期门静脉期对比增强计算机断层扫描(CT)图像中,纹理特征是否能反映结直肠癌患者肝脏的血流动力学状态,且肝脏形态看似正常,并将纹理与总生存期相关联。
对27例结直肠癌但无明显肝转移患者的门静脉期CT图像使用带通滤波器进行处理,该滤波器可突出不同空间频率的图像特征。将一系列反映滤波后图像上肝脏纹理的参数与CT肝脏灌注指数(HPI)和患者生存期进行关联。
图像滤波后,肝脏区域的熵值与HPI呈负相关(r = -0.503978,P = 0.007355),与生存期呈正相关(r = 0.489642,P = 0.009533)。熵值低于2.0可识别出4例在CT扫描后36个月内死亡的患者,敏感性为100%,特异性为65%(P < 0.03)。
门静脉期图像上粗糙纹理的细微变化可反映肝脏的血流动力学状态,纹理分析可揭示这些变化。纹理分析有可能识别出门静脉期肝脏CT看似正常但生存期缩短的结直肠癌患者。