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头颈部鳞状细胞癌合并 HIV 阳性患者颈淋巴结 [F] FDG-PET/CT 增强扫描 CT 纹理分析鉴别转移与反应性淋巴结病变

CT Texture Analysis of Cervical Lymph Nodes on Contrast-Enhanced [F] FDG-PET/CT Images to Differentiate Nodal Metastases from Reactive Lymphadenopathy in HIV-Positive Patients with Head and Neck Squamous Cell Carcinoma.

机构信息

From the Departments of Radiology (H.K., N.G., M.M.Q., M.N.C., B.L., S.K.M., M.T.T., K.T., O.S.).

Department of Diagnostic Radiology (H.K.), National Cancer Center Hospital East, Kashiwa, Chiba, Japan.

出版信息

AJNR Am J Neuroradiol. 2019 Mar;40(3):543-550. doi: 10.3174/ajnr.A5974. Epub 2019 Feb 21.

Abstract

BACKGROUND AND PURPOSE

Differentiating nodal metastases from reactive adenopathy in HIV-infected patients with [F] FDG-PET/CT can be challenging because lymph nodes in HIV-positive patients often show increased [F] FDG uptake. The purpose of this study was to assess CT textural analysis characteristics of HIV-positive and HIV-negative lymph nodes on [F] FDG-PET/CT to differentiate nodal metastases from disease-specific nodal reactivity.

MATERIALS AND METHODS

Nine HIV-positive patients with head and neck squamous cell carcinoma (7 men, 2 women; 29-62 years of age; median age, 48 years) with 22 lymph nodes (≥1 cm) who underwent contrast-enhanced CT with [F] FDG-PET followed by pathologic evaluation of cervical lymph nodes were retrospectively reviewed. Twenty-six HIV-negative patients with head and neck squamous cell carcinoma with 61 lymph nodes were evaluated as a control group. Each lymph node was manually segmented, and an in-house-developed Matlab-based texture analysis program extracted 41 texture features from each segmented volume. A mixed linear regression model was used to compare the pathologically proved malignant lymph nodes with benign nodes in the 2 enrolled groups.

RESULTS

Thirteen (59%) lymph nodes in the HIV-positive group and 22 (36%) lymph nodes in the HIV-negative control group were confirmed as positive for metastases. There were 7 histogram features ( = .017-0.032), 3 gray-level co-occurrence features ( = .009-.025), and 9 gray-level run-length features ( < .001-.033) that demonstrated a significant difference in HIV-positive patients with either benign or malignant lymph nodes.

CONCLUSIONS

CT texture analysis may be useful as a noninvasive method of obtaining additional quantitative information to differentiate nodal metastases from disease-specific nodal reactivity in HIV-positive patients with head and neck squamous cell carcinoma.

摘要

背景与目的

在感染 HIV 的患者中,使用 [F]FDG-PET/CT 区分淋巴结转移与反应性淋巴结增生具有一定挑战性,因为 HIV 阳性患者的淋巴结常常表现出 [F]FDG 摄取增加。本研究旨在评估 [F]FDG-PET/CT 中 HIV 阳性与 HIV 阴性淋巴结的 CT 纹理分析特征,以区分淋巴结转移与疾病特异性淋巴结反应。

材料与方法

回顾性分析了 9 例经头颈部鳞状细胞癌(7 例男性,2 例女性;年龄 29-62 岁,中位年龄 48 岁)患者的影像资料,这些患者均行 [F]FDG-PET/CT 检查(共 22 个淋巴结[≥1cm]),且随后对颈部淋巴结进行了病理评估。另选择 26 例头颈部鳞状细胞癌患者(61 个淋巴结)作为对照组。手动对每个淋巴结进行分割,使用内部开发的基于 Matlab 的纹理分析程序从每个分割体积中提取 41 个纹理特征。使用混合线性回归模型比较了 2 个纳入组中经病理证实的恶性淋巴结与良性淋巴结。

结果

在 HIV 阳性组的 22 个淋巴结中,有 13 个(59%)淋巴结和在 HIV 阴性对照组的 61 个淋巴结中,有 22 个(36%)淋巴结被证实为转移性病变。在 HIV 阳性患者中,良性或恶性淋巴结之间存在 7 个直方图特征( =.017-0.032)、3 个灰度共生矩阵特征( =.009-.025)和 9 个灰度游程长度特征( <.001-.033),这些特征具有显著差异。

结论

CT 纹理分析可能是一种有用的非侵入性方法,可以提供额外的定量信息,有助于区分 HIV 阳性头颈部鳞状细胞癌患者的淋巴结转移与疾病特异性淋巴结反应。

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