German Cancer Consortium (DKTK), Heidelberg, Germany.
Translational Radiation Oncology, National Center for Tumor Diseases (NCT), German Cancer Research Center (DKFZ), Heidelberg, Germany.
Sci Rep. 2018 Oct 3;8(1):14760. doi: 10.1038/s41598-018-33034-5.
The aim of this study was to analyze the robustness and diagnostic value of different compartment models for dynamic F-FET PET in recurrent high-grade glioma (HGG). Dynamic F-FET PET data of patients with recurrent WHO grade III (n:7) and WHO grade IV (n: 9) tumors undergoing re-irradiation with carbon ions were analyzed by voxelwise fitting of the time-activity curves with a simplified and an extended one-tissue compartment model (1TCM) and a two-tissue compartment model (2TCM), respectively. A simulation study was conducted to assess robustness and precision of the 2TCM. Parameter maps showed enhanced detail on tumor substructure. Neglecting the blood volume V in the 1TCM yields insufficient results. Parameter K from both 1TCM and 2TCM showed correlation with overall patient survival after carbon ion irradiation (p = 0.043 and 0.036, respectively). The 2TCM yields realistic estimates for tumor blood volume, which was found to be significantly higher in WHO IV compared to WHO III (p = 0.031). Simulations on the 2TCM showed that K yields good accuracy and robustness while k showed lowest stability of all parameters. The 1TCM provides the best compromise between parameter stability and model accuracy; however application of the 2TCM is still feasible and provides a more accurate representation of tracer-kinetics at the cost of reduced robustness. Detailed tracer kinetic analysis of F-FET PET with compartment models holds valuable information on tumor substructures and provides additional diagnostic and prognostic value.
本研究旨在分析不同分区模型在复发性高级别胶质瘤(HGG)动态 F-FET PET 中的稳健性和诊断价值。对接受碳离子再放疗的复发性 WHO 3 级(n=7)和 WHO 4 级(n=9)肿瘤患者的动态 F-FET PET 数据,通过体素拟合时间-活性曲线,使用简化和扩展的单室模型(1TCM)和双室模型(2TCM)进行分析。通过模拟研究评估 2TCM 的稳健性和精度。参数图显示肿瘤亚结构的细节增强。在 1TCM 中忽略血液体积 V 会导致结果不足。来自 1TCM 和 2TCM 的参数 K 均与碳离子照射后患者的总生存相关(p=0.043 和 0.036)。2TCM 可对肿瘤血容量进行真实估计,在 WHO IV 中明显高于 WHO III(p=0.031)。对 2TCM 的模拟表明,K 具有良好的准确性和稳健性,而 k 是所有参数中最不稳定的。1TCM 在参数稳定性和模型准确性之间提供了最佳折衷;但是,2TCM 的应用仍然可行,并且以降低的稳健性为代价提供了更准确的示踪动力学表示。使用分区模型对 F-FET PET 进行详细的示踪动力学分析可为肿瘤亚结构提供有价值的信息,并提供额外的诊断和预后价值。