Shi Lei, Zhou Xiang-Lan, Sun Jing-Jing, Huang Jie-Hui, Wang Xu, Li Kai, Pang Pei-Pei, Xu Yu-Jin, Chen Ming, Zhang Min-Ming
Department of Radiology, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou 310009, China.
Department of Radiology, Zhejiang Cancer Hospital, Hangzhou 310022, China.
Quant Imaging Med Surg. 2019 Jun;9(6):968-975. doi: 10.21037/qims.2019.06.05.
To observe the dynamic changes of blood perfusion with whole-tumor computed tomography (CT) perfusion imaging using texture analysis in patients with unresectable stage IIIA/B non-small cell lung cancer (NSCLC) treated with recombinant human endostatin (Endostar).
This phase II clinical trial recruited 11 patients diagnosed with stage IIIA/B NSCLC. Histological examination prior to treatment revealed squamous cell carcinoma in 4 cases and adenocarcinoma in 7 cases. All patients underwent contrast-enhanced perfusion CT at baseline and a second CT scan 1 week after treatment initiation with Endostar. CT perfusion images including blood flow (BF), blood volume (BV), and permeability (PMB) were imported into OmniKinetics software to quantitatively assess the texture features. Skewness, kurtosis, and entropy were calculated at baseline and after anti-angiogenic therapy. Changes in tumor were analyzed using Wilcoxon signed-rank test. The association of parameters with survival was evaluated using Cox proportional hazards regression model.
There were no statistical differences in the mean values of BF, BV, and PMB before and after treatment (P=0.594, 0.477 and 0.328, respectively). The skewness on BF images demonstrated significant differences at baseline and after treatment (0.6±2.7 1.0±2.6, P=0.010), while skewness of BV and PMB showed no significant variation (P=0.477 and 0.213, respectively). The kurtosis and entropy for BF, BV and PMB showed no significant differences (all P>0.05). In adenocarcinoma, the mean BF showed no significant differences at baseline and after treatment (76.5±25.7 101.2±46.4, P=0.398), while skewness for BF was significantly higher after treatment than at baseline (-0.19±3.3 0.59±3.2, P=0.028). No significant associations were found between perfusion CT imaging parameters and progression-free survival.
These results suggested that blood perfusion showed improvement with whole-tumor perfusion CT using texture analysis in patients with stage IIIA/B NSCLC treated by Endostar.
采用纹理分析,通过全肿瘤计算机断层扫描(CT)灌注成像观察重组人血管内皮抑素(恩度)治疗不可切除的IIIA/B期非小细胞肺癌(NSCLC)患者的血流灌注动态变化。
这项II期临床试验招募了11例诊断为IIIA/B期NSCLC的患者。治疗前的组织学检查显示,4例为鳞状细胞癌,7例为腺癌。所有患者在基线时接受对比增强灌注CT检查,并在开始使用恩度治疗1周后进行第二次CT扫描。将包括血流量(BF)、血容量(BV)和通透性(PMB)的CT灌注图像导入OmniKinetics软件,以定量评估纹理特征。计算基线时和抗血管生成治疗后的偏度、峰度和熵。使用Wilcoxon符号秩检验分析肿瘤的变化。使用Cox比例风险回归模型评估参数与生存的相关性。
治疗前后BF、BV和PMB的平均值无统计学差异(P分别为0.594、0.477和0.328)。BF图像上的偏度在基线时和治疗后有显著差异(0.6±2.7对1.0±2.6,P=0.010),而BV和PMB的偏度无显著变化(P分别为0.477和0.213)。BF、BV和PMB的峰度和熵无显著差异(所有P>0.05)。在腺癌中,治疗前后平均BF无显著差异(76.5±25.7对101.2±46.4,P=0.398),而治疗后BF的偏度显著高于基线(-0.19±3.3对0.59±3.2,P=0.028)。灌注CT成像参数与无进展生存期之间未发现显著相关性。
这些结果表明,对于接受恩度治疗的IIIA/B期NSCLC患者,采用纹理分析的全肿瘤灌注CT显示血流灌注有所改善。