Department of Nuclear Medicine.
Department of Pediatric Oncology.
Nucl Med Commun. 2022 Jul 1;43(7):778-786. doi: 10.1097/MNM.0000000000001577. Epub 2022 May 4.
The aim of this study was to evaluate the prognostic value of PET-derived metabolic features and textural parameters of primary tumors in pediatric sarcoma patients.
The imaging findings of 43 patients (14 girls and 29 boys; age 11.4 ± 4.4 years) who underwent 18-fluorodeoxyglucose positron emission tomography (PET)/computed tomography for primary staging prior to therapy between 2005 and 2020 were retrospectively evaluated. The diagnoses were osteosarcoma in 10, rhabdomyosarcoma in 10, and Ewing sarcoma in 23 patients. PET metabolic data and textural features of primary tumors were obtained. Cox proportional hazards regression models were used to identify predictors for progression-free survival and overall survival. Survival curves were estimated by using the Kaplan-Meier method.
Distant metastases were detected in primary staging in 13 patients (30.2%). The median follow-up duration after diagnosis was 28 months (range: 10-171 months). In multivariate Cox regression analysis, the presence of distant metastasis and neighborhood grey-level difference matrix_Contrast (ngldm_Contrast) were found as independent predictors for both progression-free survival and overall survival. Grey-level zone length matrix_Zone-length nonuniformity (glzlm_ZLNU) was also found as an independent predictor for overall survival. The Kaplan-Meier survival analysis showed that higher ngldm_Contrast and glzlm_ZLNU values of primary tumors were significantly associated with shorter progression-free survival and overall survival.
In addition to the presence of distant metastasis at initial diagnosis, textural features of primary tumors may be used as prognostic biomarkers to identify patients with worse prognosis in pediatric sarcoma. Higher tumor heterogeneity is significantly associated with shorter progression-free survival and OS.
本研究旨在评估 PET 衍生的代谢特征和原发性肿瘤纹理参数在儿科肉瘤患者中的预后价值。
回顾性分析了 2005 年至 2020 年间 43 例(14 名女性和 29 名男性;年龄 11.4±4.4 岁)接受治疗前 18-氟脱氧葡萄糖正电子发射断层扫描(PET)/计算机断层扫描的原发性分期的患者的影像学结果。诊断为骨肉瘤 10 例,横纹肌肉瘤 10 例,尤文肉瘤 23 例。获取了原发性肿瘤的 PET 代谢数据和纹理特征。使用 Cox 比例风险回归模型来识别无进展生存期和总生存期的预测因子。使用 Kaplan-Meier 方法估计生存曲线。
13 例(30.2%)在原发性分期中发现远处转移。诊断后中位随访时间为 28 个月(范围:10-171 个月)。多变量 Cox 回归分析显示,远处转移和邻域灰度差异矩阵对比度(ngldm_Contrast)是无进展生存期和总生存期的独立预测因子。灰度区长度矩阵_区长度不均匀性(glzlm_ZLNU)也是总生存期的独立预测因子。Kaplan-Meier 生存分析显示,原发性肿瘤较高的 ngldm_Contrast 和 glzlm_ZLNU 值与无进展生存期和总生存期较短显著相关。
除了初始诊断时存在远处转移外,原发性肿瘤的纹理特征也可用作预后生物标志物,以识别儿科肉瘤中预后较差的患者。肿瘤异质性越高,无进展生存期和 OS 越短。