Clinical Imaging Sciences Centre, Brighton and Sussex Medical School, University of Sussex, Brighton, England, United Kingdom.
Invest Radiol. 2011 Mar;46(3):160-8. doi: 10.1097/RLI.0b013e3181f8e8a2.
To undertake an initial assessment of the potential utility of dynamic contrast-enhanced texture analysis (DCE-TA) of the liver in patients with colorectal cancer.
TA comprised measurement of mean gray-level intensity, entropy, and uniformity with and without selective-scale filtration using a band-pass filter to highlight different spatial frequencies reflecting fine, medium, and coarse textures. An initial phantom study assessed the sensitivity of each texture qualifier to computed tomography (CT) acquisition parameters. Texture was analyzed in DCE-CT series from 27 colorectal cancer patients having apparently normal hepatic morphology (node-negative: n = 8, node-positive: n = 19). Averaged changes in hepatic texture induced by contrast material were assessed qualitatively and quantitatively by using kinetic modeling to calculate hepatic perfusion indices following fine, medium, and coarse image filtration.
All texture qualifiers were less sensitive to changes in CT acquisition parameters than measurement of CT attenuation. Temporal changes in hepatic texture were qualitatively different from changes in enhancement. Statistically significant differences between node-negative and node-positive patients were observed for at least 1 time period for measurements of hepatic enhancement and for all texture parameters. The differences were most statistically significant and occurred over the greatest number of time periods for fine texture quantified as mean gray-level intensity (5 time periods, minimum P value: 0.006) followed by fine texture quantified as entropy (4 time points, minimum P value: 0.006). There was no difference in hepatic perfusion indices for the 2 groups.
DCE-TA is a potentially useful adjunct to DCE-CT warranting further investigation.
初步评估动态对比增强纹理分析(DCE-TA)在结直肠癌患者肝脏中的潜在应用价值。
TA 包括测量平均灰度强度、熵和均匀性,以及使用带通滤波器进行选择性尺度滤波前后的纹理,以突出反映精细、中等和粗糙纹理的不同空间频率。初步的体模研究评估了每个纹理质量指标对计算机断层扫描(CT)采集参数的敏感性。对 27 例结直肠癌患者(无淋巴结转移:n=8,淋巴结转移:n=19)的 DCE-CT 系列进行了纹理分析。使用动力学模型分析肝纹理在对比材料作用下的平均变化,计算精细、中等和粗糙图像滤波后肝灌注指数。
所有纹理质量指标对 CT 采集参数的变化均不如 CT 衰减测量敏感。肝纹理的时间变化与增强的变化在定性上不同。在肝增强和所有纹理参数的至少 1 个时间点,无淋巴结转移和淋巴结转移患者之间存在统计学差异。在定量测量的平均灰度强度(5 个时间点,最小 P 值:0.006)和熵(4 个时间点,最小 P 值:0.006)的精细纹理方面,差异最为显著且发生的时间最长。两组间肝灌注指数无差异。
DCE-TA 是 DCE-CT 的一种潜在有用的辅助手段,值得进一步研究。