Tumor Heterogeneity Measured on F-18 Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography Combined With Plasma Epstein-Barr Virus Load Predicts Prognosis in Patients With Primary Nasopharyngeal Carcinoma

被引:31
作者
Chan, Sheng-Chieh [1 ,2 ,3 ]
Chang, Kai-Ping [4 ,5 ]
Fang, Yu-Hua Dean [6 ]
Tsang, Ngan-Ming [5 ,7 ]
Ng, Shu-Hang [8 ]
Hsu, Cheng-Lung [5 ,9 ]
Liao, Chun-Ta [4 ,5 ]
Yen, Tzu-Chen [2 ,3 ,5 ,10 ]
机构
[1] Keelung Chang Gung Mem Hosp, Dept Nucl Med, Keelung, Taiwan
[2] Linkou Chang Gung Mem Hosp, Mol Imaging Ctr, Taoyuan, Taiwan
[3] Linkou Chang Gung Mem Hosp, Dept Nucl Med, Taoyuan, Taiwan
[4] Linkou Chang Gung Mem Hosp, Dept Otorhinolaryngol, Taoyuan, Taiwan
[5] Chang Gung Univ, Taoyuan, Taiwan
[6] Natl Cheng Kung Univ, Dept Biomed Engn, Tainan, Taiwan
[7] Linkou Chang Gung Mem Hosp, Dept Radiat Oncol, Taoyuan, Taiwan
[8] Linkou Chang Gung Mem Hosp, Dept Diagnost Radiol, Taoyuan, Taiwan
[9] Linkou Chang Gung Mem Hosp, Div Med Oncol, Dept Internal Med, Taoyuan, Taiwan
[10] Linkou Chang Gung Mem Hosp, Dept Nucl Med, Taoyuan, Taiwan
关键词
Nasopharyngeal carcinoma; positron emission tomography; F-18; fluorodeoxyglucose; Epstein-Barr virus; heterogeneity; texture features; prognosis; risk stratification; TEXTURAL FEATURES; PET PARAMETERS; CT TEXTURE; PHASE-III; CANCER; DNA; RADIOTHERAPY; SURVIVAL; CHEMORADIOTHERAPY; METASTASIS;
D O I
10.1002/lary.26172
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Objectives/Hypothesis: Plasma Epstein-Barr virus (EBV) DNA concentrations predict prognosis in patients with nasopharyngeal carcinoma (NPC). Recent evidence also indicates that intratumor heterogeneity on F-18 fluorodeoxyglucose positron emission tomography (F-18-FDG PET) scans is predictive of treatment outcomes in different solid malignancies. Here, we sought to investigate the prognostic value of heterogeneity parameters in patients with primary NPC. Study Design: Retrospective cohort study. Methods: We examined 101 patients with primary NPC who underwent pretreatment F-18-FDG PET/computed tomography. Circulating levels of EBV DNA were measured in all participants. The following PET heterogeneity parameters were collected: histogram-based heterogeneity parameters, second-order texture features (uniformity, contrast, entropy, homogeneity, dissimilarity, inverse difference moment), and higher-order (coarseness, contrast, busyness, complexity, strength) texture features. Results: The median follow-up time was 5.11 years. Total lesion glycolysis (TLG), tumor heterogeneity measured by histogram-based parameter skewness, and the majority of second-order or higher-order texture features were significantly associated with overall survival (OS) and/or recurrence-free survival (RFS). In multivariate analysis, age (P = .005), EBV DNA load (P = .0002), and uniformity (P = .001) independently predicted OS. Only skewness retained the independent prognostic significance for RFS. Tumor stage, standardized uptake value, or TLG did not show an independent association with survival endpoints. The combination of uniformity, EBV DNA load, and age resulted in a more reliable prognostic stratification (P < .001). Conclusions: Tumor heterogeneity is superior to traditional PET parameters for predicting outcomes in primary NPC. The combination of uniformity with EBV DNA load can improve prognostic stratification in this clinical entity.
引用
收藏
页码:E22 / E28
页数:7
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