首页> 外文期刊>The Journal of Nuclear Medicine >Multicenter Clinical Trials Using F-18-FDG PET to Measure Early Response to Oncologic Therapy: Effects of Injection-to-Acquisition Time Variability on Required Sample Size
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Multicenter Clinical Trials Using F-18-FDG PET to Measure Early Response to Oncologic Therapy: Effects of Injection-to-Acquisition Time Variability on Required Sample Size

机译:使用F-18-FDG PET来测量对肿瘤治疗的早期反应的多中心临床试验:进样时间变化对所需样本量的影响

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Uptake time (interval between tracer injection and image acquisition) affects the SUV measured for tumors in F-18-FDG PET images. With dissimilar uptake times, changes in tumor SUVs will be under- or overestimated. This study examined the influence of uptake time on tumor response assessment using a virtual clinical trials approach. Methods: Tumor kinetic parameters were estimated from dynamic F-18-FDG PET scans of breast cancer patients and used to simulate time activity curves for 45-120 min after injection. Five-minute uptake time frames followed 4 scenarios: the first was a standardized static uptake time (the SUV from 60 to 65 min was selected for all scans), the second was uptake times sampled from an academic PET facility with strict adherence to standardization protocols, the third was a distribution similar to scenario 2 but with greater deviation from standards, and the fourth was a mixture of hurried scans (45- to 65-min start of image acquisition) and frequent delays (58- to 115-min uptake time). The proportion of out-of-range scans (<50 or >70 min, or >15-min difference between paired scans) was 0%, 20%, 44%, and 64% for scenarios 1, 2, 3, and 4, respectively. A published SUV correction based on local linearity of uptake-time dependence was applied in a separate analysis. Influenbe of uptake-time variation was assessed as sensitivity for detecting response (probability of observing a change of >= 30% decrease in F-18-FDG PET SUV given a true decrease of 40%) and specificity (probability of observing an absolute change of <30% given no true change). Results: Sensitivity was 96% for scenario 1, and ranged from 73% for scenario 4 (95% confidence interval, 70%-76%) to 92% (90%-93%) for scenario 2. Specificity for all scenarios was at least 91%. Single-arm phase II trials required an 8%-115% greater sample size for scenarios 2-4 than for scenario 1. If uptake time is known, SUV correction methods may raise sensitivity to 87%-95% and reduce the sample size increase to less than 27%. Conclusion: Uptake-time deviations from standardized protocols occur frequently, potentially decreasing the performance of F-18-FDG PET response biomarkers. Correcting SUV for uptake time improves sensitivity, but algorithm refinement is needed. Stricter uptake-time control and effective correction algorithms could improve power and decrease costs for clinical trials using F-18-FDG PET endpoints.
机译:摄取时间(示踪剂注入与图像获取之间的间隔)会影响在F-18-FDG PET图像中针对肿瘤测量的SUV。由于摄取时间不同,肿瘤SUV的变化将被低估或高估。这项研究使用虚拟临床试验方法研究了摄取时间对肿瘤反应评估的影响。方法:根据乳腺癌患者的动态F-18-FDG PET扫描估算肿瘤动力学参数,并用于模拟注射后45-120分钟的时间活动曲线。五分钟的摄取时间框架遵循以下四种情况:第一个是标准化的静态摄取时间(所有扫描都选择了SUV从60到65分钟),第二个是严格遵守标准化协议的学术PET设施采样的摄取时间,第三个是类似于方案2的分布,但是与标准的偏差更大,第四个是匆忙扫描(开始图像获取45-65分钟)和频繁延迟(摄取时间58-115分钟)的混合体)。对于方案1、2、3和4,超出范围的扫描比例(<50或> 70分钟,或成对扫描之间的差异大于15分钟)为0%,20%,44%和64% , 分别。在单独的分析中应用了已发布的基于摄取时间依赖性的局部线性的SUV校正。摄取时间变化的影响被评估为检测反应的敏感性(在F-18-FDG PET SUV实际降低40%的情况下观察到变化的可能性≥30%)和特异性(观察到绝对变化的可能性)如果没有真正的变化,则<30%)。结果:方案1的灵敏度为96%,范围从方案4的73%(95%置信区间,70%-76%)到方案2的92%(90%-93%)。至少91%。与方案1相比,方案2-4的单臂II期临床试验要求样本量增加8%-115%。如果已知摄取时间,SUV校正方法可将敏感性提高至87%-95%,并减少样本量增加不到27%。结论:与标准方案的摄取时间偏差经常发生,可能会降低F-18-FDG PET反应生物标志物的性能。校正SUV的摄取时间可以提高灵敏度,但是需要对算法进行改进。严格的摄取时间控制和有效的校正算法可以提高功能并降低使用F-18-FDG PET端点进行临床试验的成本。

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