Prognostic Value of Tumor Heterogeneity and SUVmax of Pretreatment 18F-FDG PET/CT for Salivary Gland Carcinoma With High-Risk Histology

被引:31
作者
Cheng, Nai-Ming [1 ,2 ,3 ]
Hsieh, Cheng-En [4 ]
Liao, Chun-Ta [5 ]
Ng, Shu-Hang [6 ]
Wang, Hung-Ming [7 ]
Fang, Yu-Hua Dean [8 ]
Chou, Wen-Chi [7 ]
Lin, Chien-Yu [4 ]
Yen, Tzu-Chen [1 ,2 ]
机构
[1] Chang Gung Mem Hosp, Dept Nucl Med, Taoyuan, Taiwan
[2] Chang Gung Mem Hosp, Mol Imaging Ctr, Taoyuan, Taiwan
[3] Chang Gung Mem Hosp, Dept Nucl Med, Keelung, Taiwan
[4] Chang Gung Mem Hosp, Dept Radiat Oncol, Taoyuan, Taiwan
[5] Chang Gung Mem Hosp, Dept Otolaryngol Head & Neck Surg, Taoyuan, Taiwan
[6] Chang Gung Mem Hosp, Dept Diagnost Radiol, Taoyuan, Taiwan
[7] Chang Gung Mem Hosp, Div Hematol Oncol, Dept Internal Med, Taoyuan, Taiwan
[8] Natl Cheng Kung Univ, Biomed Engn, Tainan, Taiwan
关键词
FDG PET; CT; heterogeneity; prognosis; salivary gland carcinoma; texture analysis; SQUAMOUS-CELL CARCINOMA; F-18-FDG PET/CT; TEXTURAL FEATURES; DENMARK; 1990-2005; DANISH HEAD; SURVIVAL; MANAGEMENT; STRATIFICATION; EXPRESSION; IMPACT;
D O I
10.1097/RLU.0000000000002530
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose: Previous studies have shown that SUVmax on 18F-FDG PET/CT predicts prognosis in patients with salivary gland carcinoma (SGC). Here, we sought to evaluatewhether texture features extracted from 18F-FDGPET/CT imagesmay provide additional prognostic information for SGC with high-risk histology. Methods: We retrospectively examined pretreatment 18F-FDG PET/CT images obtained from 85 patients with nonmetastatic SGC showing high-risk histology. All patients were treated with curative intent. We used the fixed threshold of 40% of SUVmax for tumor delineation. PET texture features were extracted by using histogram analysis, normalized gray-level co-occurrence matrix, and gray-level size zone matrix. Optimal cutoff points for each PET parameter were derived from receiver operating characteristic curve analyses. Recursive partitioning analysis was used to construct a prognostic model for overall survival (OS). Results: Receiver operating characteristic curve analyses revealed that SUVmax, SUVentropy, uniformity, entropy, zone-size nonuniformity, and high-intensity zone emphasis were significantly associated with OS. The strongest associations with OS were found for high SUVmax (> 6.67) and high SUV entropy (> 2.50). Multivariable Cox analysis identified high SUVmax, high SUVentropy, performance status, and N2c-N3 stage as independent predictors of survival. A prognostic model derived from multivariable analysis revealed that patients with high SUVmax and SUV entropy or with the presence of poor performance status or N2c-N3 were associated with worse OS. Conclusions: A prognostic model that includes SUVmax and SUVentropy is useful for risk stratification and supports the additional benefit of texture analysis for SGC with high-risk histology.
引用
收藏
页码:351 / 358
页数:8
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