Three-dimensional positron emission tomography image texture analysis of esophageal squamous cell carcinoma

标准摄取值 正电子发射断层摄影术 接收机工作特性 阶段(地层学) 医学 核医学 食管癌 食管鳞状细胞癌 切断 基底细胞 癌症 放射科 病理 内科学 物理 古生物学 生物 量子力学
作者
Xinzhe Dong,Ligang Xing,Peipei Wu,Zheng Fu,Honglin Wan,Dengwang Li,Yong Yin,Xiaorong Sun,Jinming Yu
出处
期刊:Nuclear Medicine Communications [Lippincott Williams & Wilkins]
卷期号:34 (1): 40-46 被引量:68
标识
DOI:10.1097/mnm.0b013e32835ae50c
摘要

To explore the relationship of a new PET image parameter, (18)F-fluorodeoxyglucose ((18)F-FDG) uptake heterogeneity assessed by texture analysis, with maximum standardized uptake value (SUV(max)) and tumor TNM staging.Forty consecutive patients with esophageal squamous cell carcinoma were enrolled. All patients underwent whole-body preoperative (18)F-FDG PET/CT. Heterogeneity of intratumoral (18)F-FDG uptake was assessed on the basis of the textural features (entropy and energy) of the three-dimensional images using MATLAB software. The correlations between the textural parameters and SUV(max), histological grade, tumor location, and TNM stage were analyzed.Tumors with higher SUV(max) were seen to be more heterogenous on (18)F-FDG uptake. Significant correlations were observed between T stage and SUV(max) (r(s)=0.390, P=0.013), entropy (rs=0.693, P<0.001), and energy (r(s)=-0.469, P=0.002). Correlations were also found between SUV(max), entropy, energy, and N stage (r(s)=0.326, P=0.04; r(s)=0.501, P=0.001; r(s)=-0.413, P=0.008). The American Joint Committee on Cancer stage correlated significantly with all metabolic parameters. The receiver-operating characteristic curve demonstrated an entropy of 4.699 as the optimal cutoff point for detecting tumors above stage II(b) with an areas under the ROC curve of 0.789 (P<0.001).This study provides initial evidence for the relationship between the new parameter of tumor uptake heterogeneity and the commonly used simplistic parameter of SUV and tumor stage. Our findings suggest a complementary role of these parameters in the staging and prognosis of esophageal squamous cell carcinoma.
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