Du Fen, Wumener Xieraili, Zhang Yarong, Zhang Maoqun, Zhao Jiuhui, Zhou Jinpeng, Li Yiluo, Huang Bin, Wu Rongliang, Xia Zeheng, Yao Zhiheng, Sun Tao, Liang Ying
Department of Nuclear Medicine, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, China.
Lauterbur Research Center for Biomedical Imaging, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China.
EJNMMI Phys. 2024 Mar 5;11(1):23. doi: 10.1186/s40658-024-00625-3.
This study aimed to evaluate the clinical feasibility of early 30-minute dynamic 2-deoxy-2-[F]fluoro-D-glucose (F-FDG) positron emission tomography (PET) scanning protocol for patients with lung lesions in comparison to the standard 65-minute dynamic FDG-PET scanning as a reference.
Dynamic F-FDG PET images of 146 patients with 181 lung lesions (including 146 lesions confirmed by histology) were analyzed in this prospective study. Dynamic images were reconstructed into 28 frames with a specific temporal division protocol for the scan data acquired 65 min post-injection. Ki images and quantitative parameters Ki based on two different acquisition durations [the first 30 min (Ki-30 min) and 65 min (Ki-65 min)] were obtained by applying the irreversible two-tissue compartment model using in-house Matlab software. The two acquisition durations were compared for Ki image quality (including visual score analysis and number of lesions detected) and Ki value (including accuracy of Ki, the value of differential diagnosis of lung lesions and prediction of PD-L1 status) by Wilcoxon's rank sum test, Spearman's rank correlation analysis, receiver operating characteristic (ROC) curve, and the DeLong test. The significant testing level (alpha) was set to 0.05.
The quality of the Ki-30 min images was not significantly different from the Ki-65 min images based on visual score analysis (P > 0.05). In terms of Ki value, among 181 lesions, Ki-65 min was statistically higher than Ki-30 min (0.027 ± 0.017 ml/g/min vs. 0.026 ± 0.018 ml/g/min, P < 0.05), while a very high correlation was obtained between Ki-65 min and Ki-30 min (r = 0.977, P < 0.05). In the differential diagnosis of lung lesions, ROC analysis was performed on 146 histologically confirmed lesions, the area under the curve (AUC) of Ki-65 min, Ki-30 min, and SUVmax was 0.816, 0.816, and 0.709, respectively. According to the Delong test, no significant differences in the diagnostic accuracies were found between Ki-65 min and Ki-30 min (P > 0.05), while the diagnostic accuracies of Ki-65 min and Ki-30 min were both significantly higher than that of SUVmax (P < 0.05). In 73 (NSCLC) lesions with definite PD-L1 expression results, the Ki-65 min, Ki-30 min, and SUVmax in PD-L1 positivity were significantly higher than that in PD-L1 negativity (P < 0.05). And no significant differences in predicting PD-L1 positivity were found among Ki-65 min, Ki-30 min, and SUVmax (AUC = 0.704, 0.695, and 0.737, respectively, P > 0.05), according to the results of ROC analysis and Delong test.
This study indicates that an early 30-minute dynamic FDG-PET acquisition appears to be sufficient to provide quantitative images with good-quality and accurate Ki values for the assessment of lung lesions and prediction of PD-L1 expression. Protocols with a shortened early 30-minute acquisition time may be considered for patients who have difficulty with prolonged acquisitions to improve the efficiency of clinical acquisitions.
本研究旨在评估早期30分钟动态2-脱氧-2-[F]氟-D-葡萄糖(F-FDG)正电子发射断层扫描(PET)方案对于肺部病变患者的临床可行性,并与标准的65分钟动态FDG-PET扫描作为对照。
在这项前瞻性研究中,分析了146例患有181个肺部病变(包括146个经组织学证实的病变)患者的动态F-FDG PET图像。动态图像根据特定的时间划分方案重建为28帧,用于分析注射后65分钟采集的扫描数据。使用内部Matlab软件应用不可逆双组织房室模型,获得基于两种不同采集时长[前30分钟(Ki-30分钟)和65分钟(Ki-65分钟)]的Ki图像和定量参数Ki。通过Wilcoxon秩和检验、Spearman秩相关分析、受试者操作特征(ROC)曲线和DeLong检验,比较两种采集时长的Ki图像质量(包括视觉评分分析和检测到的病变数量)和Ki值(包括Ki的准确性、肺部病变的鉴别诊断价值和PD-L1状态的预测)。显著检验水平(α)设定为0.05。
基于视觉评分分析,Ki-30分钟图像的质量与Ki-65分钟图像无显著差异(P>0.05)。就Ki值而言,在181个病变中,Ki-65分钟在统计学上高于Ki-30分钟(0.027±0.017ml/g/min对0.026±0.018ml/g/min,P<0.05),而Ki-65分钟与Ki-30分钟之间具有非常高的相关性(r = 0.977,P<0.05)。在肺部病变的鉴别诊断中,对146个经组织学证实的病变进行ROC分析,Ki-65分钟、Ki-30分钟和SUVmax的曲线下面积(AUC)分别为0.816、0.816和0.709。根据DeLong检验,Ki-65分钟和Ki-30分钟之间的诊断准确性无显著差异(P>0.05),而Ki-65分钟和Ki-30分钟的诊断准确性均显著高于SUVmax(P<0.05)。在73个具有明确PD-L1表达结果的(非小细胞肺癌)病变中,PD-L1阳性的Ki-65分钟、Ki-30分钟和SUVmax显著高于PD-L1阴性(P<0.05)。根据ROC分析和DeLong检验结果,在预测PD-L1阳性方面,Ki-65分钟、Ki-30分钟和SUVmax之间无显著差异(AUC分别为0.704、0.695和0.737,P>0.05)。
本研究表明,早期30分钟动态FDG-PET采集似乎足以提供高质量的定量图像和准确的Ki值,用于评估肺部病变和预测PD-L1表达。对于难以耐受长时间采集的患者,可考虑采用缩短至早期30分钟采集时间的方案,以提高临床采集效率。