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头颈部局部晚期鳞状细胞癌:CT 纹理和直方图分析可独立预测接受诱导化疗治疗的患者的总生存期。

Locally advanced squamous cell carcinoma of the head and neck: CT texture and histogram analysis allow independent prediction of overall survival in patients treated with induction chemotherapy.

机构信息

From the Department of Radiology (H.Z., C.M.G., M.K., A.D.S.), Center for Biostatistics and Bioinformatics (O.E., M.E.G., X.Z.), Department of Otolaryngology (K.P.), Department of Radiation Oncology (J.J.C.), and Department of Medicine (R.D.H.), University of Mississippi Medical Center 2500 N State St, Jackson, MS 39216; Department of Radiation Oncology, Moffitt Cancer Center, Tampa, Fla (J.J.C.); and Institute of Nuclear Medicine, University College London, London, England (B.G.).

出版信息

Radiology. 2013 Dec;269(3):801-9. doi: 10.1148/radiol.13130110. Epub 2013 Oct 28.

Abstract

PURPOSE

To determine if computed tomographic (CT) texture and histogram analysis measurements of the primary mass are independently associated with overall survival in patients with locally advanced squamous cell carcinoma of the head and neck who were previously treated with cisplatin, 5-fluorouracil, and docetaxel (TPF) induction chemotherapy.

MATERIALS AND METHODS

This institutional review board-approved retrospective study included 72 patients with locally advanced squamous cell carcinoma of the head and neck who were treated with induction TPF chemotherapy in 2004-2010. CT texture and histogram analysis of the primary mass on the pretherapy CT images were performed by using TexRAD software before and after application of spatial filters at different anatomic scales ranging from fine detail to coarse features. Cox proportional hazards models were used to examine the association between overall survival and the baseline CT imaging measurements and clinical variables.

RESULTS

Primary mass entropy and skewness measurements with multiple spatial filters were associated with overall survival. Multivariate Cox regression analysis incorporating clinical and imaging variables indicated that primary mass size (hazard ratio [HR], 1.58 for each 1-cm increase; P = .018), N stage (HR, 8.77 for N3 vs N0 or N1; P = .002; HR, 4.99 for N3 vs N2; P = .001), and primary mass entropy (HR, 2.10 for each 0.5-unit increase; P = .036) and skewness (HR, 3.67 for each 1.0-unit increase; P = .009) measurements with the 1.0 spatial filter were independently associated with overall survival.

CONCLUSION

Independent of tumor size, N stage, and other clinical variables, primary mass CT texture and histogram analysis parameters are associated with overall survival in patients with locally advanced squamous cell carcinoma of the head and neck who were treated with induction TPF. Online supplemental material is available for this article.

摘要

目的

确定经顺铂、5-氟尿嘧啶和多西他赛(TPF)诱导化疗治疗的局部晚期头颈部鳞状细胞癌患者,其原发肿瘤的 CT 纹理和直方图分析测量值是否与总生存期独立相关。

材料和方法

本回顾性研究经机构审查委员会批准,纳入了 72 例于 2004 年至 2010 年接受 TPF 诱导化疗的局部晚期头颈部鳞状细胞癌患者。在治疗前 CT 图像上,使用 TexRAD 软件对原发肿瘤进行 CT 纹理和直方图分析,在不同解剖尺度(从精细细节到粗糙特征)上应用空间滤波器前后进行。采用 Cox 比例风险模型来检查总生存期与基线 CT 成像测量值和临床变量之间的关联。

结果

多个空间滤波器的原发肿瘤熵和偏度测量值与总生存期相关。包含临床和影像学变量的多变量 Cox 回归分析表明,原发肿瘤大小(每增加 1cm 的风险比[HR]为 1.58;P=.018)、N 分期(N3 与 N0 或 N1 相比的 HR 为 8.77;P=.002;N3 与 N2 相比的 HR 为 4.99;P=.001)和原发肿瘤熵(HR 为每增加 0.5 个单位 2.10;P=.036)和偏度(HR 为每增加 1.0 个单位 3.67;P=.009)测量值与 1.0 空间滤波器独立相关。

结论

在接受 TPF 诱导治疗的局部晚期头颈部鳞状细胞癌患者中,原发肿瘤 CT 纹理和直方图分析参数与总生存期独立相关,而与肿瘤大小、N 分期和其他临床变量无关。本文提供了在线补充材料。

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