Center for Precision Imaging, Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts.
Department of Surgery, Massachusetts General Hospital, Boston, Massachusetts.
Clin Cancer Res. 2019 Feb 15;25(4):1196-1205. doi: 10.1158/1078-0432.CCR-18-2407. Epub 2018 Oct 16.
The lack of a timely and reliable measure of response to cancer immunotherapy has confounded understanding of mechanisms of resistance and subsequent therapeutic advancement. We hypothesized that PET imaging of granzyme B using a targeted peptide, GZP, could be utilized for early response assessment across many checkpoint inhibitor combinations, and that GZP uptake could be compared between therapeutic regimens and dosing schedules as an early biomarker of relative efficacy.
Two models, MC38 and CT26, were treated with a series of checkpoint inhibitors. GZP PET imaging was performed to assess tumoral GZP uptake, and tumor volume changes were subsequently monitored to determine response. The average GZP PET uptake and response of each treatment group were correlated to evaluate the utility of GZP PET for comparing therapeutic efficacy.
In both tumor models, GZP PET imaging was highly accurate for predicting response, with 93% sensitivity and 94% negative predictive value. Mean tumoral GZP signal intensity of treatment groups linearly correlated with percent response across all therapies and schedules. Moreover, GZP PET correctly predicted that sequential dose scheduling of PD-1 and CTLA-4 targeted therapies demonstrates comparative efficacy to concurrent administration.
Granzyme B quantification is a highly sensitive and specific early measure of therapeutic efficacy for checkpoint inhibitor regimens. This work provides evidence that GZP PET imaging may be useful for rapid assessment of therapeutic efficacy in the context of clinical trials for both novel drugs as well as dosing regimens.
缺乏对癌症免疫疗法反应的及时和可靠衡量标准,这使得我们难以理解耐药机制以及随后的治疗进展。我们假设,使用靶向肽 GZP 对颗粒酶 B 进行 PET 成像,可以用于评估许多检查点抑制剂组合的早期反应,并且可以比较治疗方案和剂量方案之间的 GZP 摄取,作为相对疗效的早期生物标志物。
使用一系列检查点抑制剂处理 MC38 和 CT26 两种模型。进行 GZP PET 成像以评估肿瘤 GZP 摄取,随后监测肿瘤体积变化以确定反应。将每个治疗组的平均 GZP PET 摄取量和反应相关联,以评估 GZP PET 用于比较治疗效果的效用。
在两种肿瘤模型中,GZP PET 成像对预测反应非常准确,具有 93%的灵敏度和 94%的阴性预测值。治疗组的平均肿瘤 GZP 信号强度与所有治疗方法和方案的反应百分比呈线性相关。此外,GZP PET 正确预测了 PD-1 和 CTLA-4 靶向治疗的序贯剂量方案与同时给药具有可比性的疗效。
颗粒酶 B 定量是检查点抑制剂方案治疗效果的高度敏感和特异的早期衡量标准。这项工作提供了证据,表明 GZP PET 成像可能对临床试验中新型药物以及剂量方案的治疗效果的快速评估有用。