From the Departments of Oncology (C.Y., D.L., A.M.) and Radiology (R.T., V.G.), Guy's and St Thomas' National Health Service Foundation Trust, Lower Ground Floor, Lambeth Wing, Westminster Bridge Road, London SE1 7EH, England; Centre for Lifespan and Chronic Illness Research, University of Hertfordshire, Hatfield, England (R.K.); Institute of Nuclear Medicine, University College London, London, England (B.G.); and Division of Imaging Sciences and Biomedical Engineering, King's College London, London, England (V.G.).
Radiology. 2014 Jan;270(1):141-8. doi: 10.1148/radiol.13122869. Epub 2013 Oct 28.
To determine the association between tumor heterogeneity, morphologic tumor response, and overall survival in primary esophageal cancer treated with chemotherapy and radiation therapy (CRT).
After an institutional review board waiver was obtained, contrast material-enhanced computed tomographic (CT) studies in 36 patients with stage T2 or greater esophageal tumors who underwent contrast-enhanced CT before and after CRT between 2005 and 2008 were analyzed in terms of whole-tumor texture, with quantification of entropy, uniformity, mean gray-level intensity, kurtosis, standard deviation of the histogram, and skewness for fine to coarse textures (filters 1.0-2.5, respectively). The association between texture parameters and survival time was assessed by using Kaplan-Meier analysis and a Cox proportional hazards model. Survival models involving texture parameters and combinations of texture and morphologic response assessment were compared with morphologic assessment alone by means of receiver operating characteristic (ROC) analysis.
Posttreatment medium entropy of less than 7.356 (median overall survival, 33.2 vs 11.7 months; P = .0002), coarse entropy of less than 7.116 (median overall survival, 33.2 vs 11.7 months; P = .0002), and medium uniformity of 0.007 or greater (median overall survival, 33.2 vs 11.7 months; P = .0002) were associated with improved survival time. These remained significant prognostic factors after adjustment for stage and age: entropy (filter 2.0: hazard ratio [HR] = 5.038, P = .0004; filter 2.5: HR = 5.038, P = .0004) and uniformity (HR = 0.199, P = .0004). Survival models that included a combination of pretreatment entropy and uniformity with maximal wall thickness assessment, respectively, performed better than morphologic assessment alone (area under the ROC curve, 0.767 vs 0.487 [P = .00005] and 0.802 vs 0.487 [P = .0003]).
Posttreatment texture parameters are associated with survival time, and the combination of pretreatment texture parameters and maximal wall thickness performed better in survival models than morphologic tumor response alone.
确定化疗和放疗(CRT)治疗原发性食管癌的肿瘤异质性、形态学肿瘤反应与总生存期之间的关系。
在获得机构审查委员会豁免后,分析了 2005 年至 2008 年间 36 例 T2 期或更高级别食管肿瘤患者的增强对比 CT 研究,这些患者在 CRT 前后进行了增强对比 CT 检查。采用全肿瘤纹理分析方法,对熵、均匀度、平均灰度强度、峰度、直方图标准差和偏度进行量化,以获得精细至粗糙纹理(滤波器分别为 1.0-2.5)。采用 Kaplan-Meier 分析和 Cox 比例风险模型评估纹理参数与生存时间之间的关系。通过受试者工作特征(ROC)分析比较涉及纹理参数和形态学反应评估的组合与单独形态学评估的生存模型。
治疗后低于 7.356 的中值熵(中位总生存期为 33.2 与 11.7 个月;P =.0002)、低于 7.116 的粗熵(中位总生存期为 33.2 与 11.7 个月;P =.0002)和中值均匀度为 0.007 或更高(中位总生存期为 33.2 与 11.7 个月;P =.0002)与生存时间延长相关。这些参数在调整分期和年龄后仍然是显著的预后因素:熵(滤波器 2.0:风险比[HR] = 5.038,P =.0004;滤波器 2.5:HR = 5.038,P =.0004)和均匀度(HR = 0.199,P =.0004)。分别包含治疗前熵和均匀度与最大壁厚度评估的组合的生存模型的表现优于单独的形态学评估(ROC 曲线下面积,0.767 与 0.487[P =.00005]和 0.802 与 0.487[P =.0003])。
治疗后纹理参数与生存时间相关,且治疗前纹理参数与最大壁厚度的组合在生存模型中的表现优于单独的形态学肿瘤反应。