Nuclear Medicine, CHU Milétrie, Poitiers, France INSERM, UMR 1101, LaTIM, Brest, France.
INSERM, UMR 1101, LaTIM, Brest, France
J Nucl Med. 2014 Aug;55(8):1235-41. doi: 10.2967/jnumed.113.133389. Epub 2014 Jun 5.
The goal of this study was to compare visual assessment of intratumor (18)F-FDG PET uptake distribution with a textural-features (TF) automated quantification and to establish their respective prognostic value in non-small cell lung cancer (NSCLC).
The study retrospectively included 102 consecutive patients. Only primary tumors were considered. Intratumor heterogeneity was visually scored (3-level scale [Hvisu]) by 2 nuclear medicine physicians. Tumor volumes were automatically delineated, and heterogeneity was quantified with TF. Mean and maximum standardized uptake value were also included. Visual interobserver agreement and correlations with quantitative assessment were evaluated using the κ test and Spearman rank (ρ) coefficient, respectively. Association with overall survival and recurrence-free survival was investigated using the Kaplan-Meier method and Cox regression models.
Moderate correlations (0.4 < ρ < 0.6) between TF parameters and Hvisu were observed. Interobserver agreement for Hvisu was moderate (κ = 0.64, discrepancies in 27% of the cases). High standardized uptake value, large metabolic volumes, and high heterogeneity according to TF were associated with poorer overall survival and recurrence-free survival and remained an independent prognostic factor of overall survival with respect to clinical variables.
Quantification of (18)F-FDG uptake heterogeneity in NSCLC through TF was correlated with visual assessment by experts. However, TF also constitutes an objective heterogeneity quantification, with reduced interobserver variability, and independent prognostic value potentially useful for patient stratification and management.
本研究旨在比较 18F-FDG PET 摄取分布的肿瘤内视觉评估与纹理特征(TF)自动定量,并确定它们在非小细胞肺癌(NSCLC)中的各自预后价值。
该研究回顾性纳入了 102 例连续患者。仅考虑原发性肿瘤。2 名核医学医师通过 3 级评分(Hvisu)对肿瘤内异质性进行视觉评分。肿瘤体积自动描绘,采用 TF 定量评估异质性。还包括平均和最大标准化摄取值。使用 Kappa 检验和 Spearman 秩相关系数(ρ)分别评估视觉观察者间一致性和与定量评估的相关性。使用 Kaplan-Meier 方法和 Cox 回归模型研究与总生存和无复发生存的关系。
TF 参数与 Hviz 之间存在中度相关性(0.4<ρ<0.6)。Hviz 的观察者间一致性为中度(κ=0.64,差异在 27%的病例中)。高标准化摄取值、大代谢体积和根据 TF 观察到的高异质性与总生存和无复发生存较差相关,并且与临床变量相比,仍然是总生存的独立预后因素。
通过 TF 对 NSCLC 中 18F-FDG 摄取异质性进行定量与专家的视觉评估相关。然而,TF 也是一种客观的异质性定量方法,具有降低的观察者间变异性和潜在的独立预后价值,可用于患者分层和管理。