Interventional Oncology/Radiology Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, IR Suite H118, New York, NY, 10075, USA.
Molecular Imaging and Therapy Service, Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Cardiovasc Intervent Radiol. 2023 Jul;46(7):911-920. doi: 10.1007/s00270-023-03470-6. Epub 2023 Jun 2.
This study aimed to evaluate the optimal method of segmentation of colorectal liver metastasis (CLM) on immediate pre-ablation PET scans and assess the prognostic value of quantitative pre-ablation PET parameters with regards to local tumor control. A secondary objective was to correlate the target tumor size estimation by PET methods with the tumor measurements on anatomical imaging.
A prospectively accrued cohort of 55 CLMs (46 patients) treated with real-time F-FDG-PET/CT-guided percutaneous microwave ablation was followed-up for a median of 10.8 months (interquartile: 5.5-20.2). Total lesion glycolysis (TLG) and metabolic tumor volume (MTV) values of each CLM were derived from pre-ablation F-FDG-PET with gradient and threshold PET segmentation methodologies. The event was defined as local tumor progression (LTP). Time-dependent receiver operating characteristic (ROC) curve analyses were used to assess area under the curves (AUCs). Intraclass correlation (ICC) and 95.0% confidence interval (CI) were performed to measure the linear relationships between the continuous variables.
AUCs for prediction of LTP obtained from time-dependent ROC analysis for the gradient technique were higher in comparison to the threshold methodologies (AUCs for TLG and volume were: 0.790 and 0.807, respectively). ICC between PET gradient-based and anatomical measurements were higher in comparison to threshold methodologies (ICC for the longest diameter: 733 (95.0% CI 0.538-0.846), ICC for the shortest diameter: .747 (95.0% CI 0.546-0.859), p-values < 0.001).
The gradient-based technique had a higher AUC for prediction of LTP after microwave ablation of CLM and showed the highest correlation with anatomical imaging tumor measurements.
本研究旨在评估结直肠癌肝转移(CLM)即刻消融前 PET 扫描中最佳的分割方法,并评估消融前定量 PET 参数在局部肿瘤控制方面的预后价值。次要目的是将 PET 方法估计的靶肿瘤大小与解剖影像学上的肿瘤测量值进行相关性分析。
前瞻性地纳入了 55 个接受实时 F-FDG-PET/CT 引导经皮微波消融治疗的 CLM(46 例患者)的队列,中位随访时间为 10.8 个月(四分位间距:5.5-20.2)。使用梯度和阈值 PET 分割方法,从消融前 F-FDG-PET 中获得每个 CLM 的总病变糖酵解(TLG)和代谢肿瘤体积(MTV)值。事件定义为局部肿瘤进展(LTP)。使用时间依赖性接收者操作特征(ROC)曲线分析来评估曲线下面积(AUC)。采用组内相关系数(ICC)和 95.0%置信区间(CI)来测量连续变量之间的线性关系。
梯度技术的时间依赖性 ROC 分析预测 LTP 的 AUC 高于阈值方法(TLG 和体积的 AUC 分别为 0.790 和 0.807)。与阈值方法相比,基于 PET 梯度的方法与解剖测量值的 ICC 更高(最长直径的 ICC:733(95.0% CI 0.538-0.846),最短直径的 ICC:747(95.0% CI 0.546-0.859),p 值均<0.001)。
在微波消融治疗 CLM 后,基于梯度的技术对预测 LTP 的 AUC 更高,并且与解剖影像学肿瘤测量值相关性最高。