Dong Xinzhe, Wu Peipei, Sun Xiaorong, Li Wenwu, Wan Honglin, Yu Jinming, Xing Ligang
Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong University, Jinan, Shandong, China.
Department of Radiology, Shandong Cancer Hospital and Institute, Jinan, Shandong, China.
J Med Imaging Radiat Oncol. 2015 Jun;59(3):338-45. doi: 10.1111/1754-9485.12289. Epub 2015 Feb 23.
This study aims to explore whether the intra-tumour (18) F-fluorodeoxyglucose (FDG) uptake heterogeneity affects the reliability of target volume definition with FDG positron emission tomography/computed tomography (PET/CT) imaging for nonsmall cell lung cancer (NSCLC) and squamous cell oesophageal cancer (SCEC).
Patients with NSCLC (n = 50) or SCEC (n = 50) who received (18)F-FDG PET/CT scanning before treatments were included in this retrospective study. Intra-tumour FDG uptake heterogeneity was assessed by visual scoring, the coefficient of variation (COV) of the standardised uptake value (SUV) and the image texture feature (entropy). Tumour volumes (gross tumour volume (GTV)) were delineated on the CT images (GTV(CT)), the fused PET/CT images (GTV(PET-CT)) and the PET images, using a threshold at 40% SUV(max) (GTV(PET40%)) or the SUV cut-off value of 2.5 (GTV(PET2.5)). The correlation between the FDG uptake heterogeneity parameters and the differences in tumour volumes among GTV(CT), GTV(PET-CT), GTV(PET40%) and GTV(PET2.5) was analysed.
For both NSCLC and SCEC, obvious correlations were found between uptake heterogeneity, SUV or tumour volumes. Three types of heterogeneity parameters were consistent and closely related to each other. Substantial differences between the four methods of GTV definition were found. The differences between the GTV correlated significantly with PET heterogeneity defined with the visual score, the COV or the textural feature-entropy for NSCLC and SCEC.
In tumours with a high FDG uptake heterogeneity, a larger GTV delineation difference was found. Advance image segmentation algorithms dealing with tracer uptake heterogeneity should be incorporated into the treatment planning system.
本研究旨在探讨肿瘤内(18)F-氟脱氧葡萄糖(FDG)摄取异质性是否会影响非小细胞肺癌(NSCLC)和食管鳞癌(SCEC)采用FDG正电子发射断层扫描/计算机断层扫描(PET/CT)成像确定靶区体积的可靠性。
本回顾性研究纳入了在治疗前接受(18)F-FDG PET/CT扫描的NSCLC患者(n = 50)或SCEC患者(n = 50)。通过视觉评分、标准化摄取值(SUV)的变异系数(COV)和图像纹理特征(熵)评估肿瘤内FDG摄取异质性。在CT图像(GTV(CT))、融合的PET/CT图像(GTV(PET-CT))和PET图像上,使用40%SUV(max)的阈值(GTV(PET40%))或SUV截止值2.5(GTV(PET2.5))勾勒肿瘤体积(大体肿瘤体积(GTV))。分析FDG摄取异质性参数与GTV(CT)、GTV(PET-CT)、GTV(PET40%)和GTV(PET2.5)之间肿瘤体积差异的相关性。
对于NSCLC和SCEC,摄取异质性、SUV或肿瘤体积之间均存在明显相关性。三种类型的异质性参数相互一致且密切相关。发现四种GTV定义方法之间存在显著差异。NSCLC和SCEC中,GTV之间的差异与用视觉评分、COV或纹理特征-熵定义的PET异质性显著相关。
在FDG摄取异质性高的肿瘤中,发现GTV勾勒差异更大。应将处理示踪剂摄取异质性的先进图像分割算法纳入治疗计划系统。