Department of Biomedical Engineering, University of California Davis, Davis, California;
CellSight Technologies Inc., San Francisco, California.
J Nucl Med. 2024 Sep 3;65(9):1481-1488. doi: 10.2967/jnumed.123.267003.
Immunotherapies, especially checkpoint inhibitors such as anti-programmed cell death protein 1 (anti-PD-1) antibodies, have transformed cancer treatment by enhancing the immune system's capability to target and kill cancer cells. However, predicting immunotherapy response remains challenging. F-arabinosyl guanine ([F]F-AraG) is a molecular imaging tracer targeting activated T cells, which may facilitate therapy response assessment by noninvasive quantification of immune cell activity within the tumor microenvironment and elsewhere in the body. The aim of this study was to obtain preliminary data on total-body pharmacokinetics of [F]F-AraG as a potential quantitative biomarker for immune response evaluation. The study consisted of 90-min total-body dynamic scans of 4 healthy subjects and 1 non-small cell lung cancer patient who was scanned before and after anti-PD-1 immunotherapy. Compartmental modeling with Akaike information criterion model selection was used to analyze tracer kinetics in various organs. Additionally, 7 subregions of the primary lung tumor and 4 mediastinal lymph nodes were analyzed. Practical identifiability analysis was performed to assess the reliability of kinetic parameter estimation. Correlations of the SUV, the tissue-to-blood SUV ratio (SUVR), and the Logan plot slope ( ) with the total volume of distribution ( ) were calculated to identify potential surrogates for kinetic modeling. Strong correlations were observed between and SUVR with , suggesting that they can be used as promising surrogates for , especially in organs with a low blood-volume fraction. Moreover, practical identifiability analysis suggested that dynamic [F]F-AraG PET scans could potentially be shortened to 60 min, while maintaining quantification accuracy for all organs of interest. The study suggests that although [F]F-AraG SUV images can provide insights on immune cell distribution, kinetic modeling or graphical analysis methods may be required for accurate quantification of immune response after therapy. Although SUV showed variable changes in different subregions of the tumor after therapy, the SUVR, , and showed consistent increasing trends in all analyzed subregions of the tumor with high practical identifiability. Our findings highlight the promise of [F]F-AraG dynamic imaging as a noninvasive biomarker for quantifying the immune response to immunotherapy in cancer patients. Promising total-body kinetic modeling results also suggest potentially wider applications of the tracer in investigating the role of T cells in the immunopathogenesis of diseases.
免疫疗法,特别是检查点抑制剂,如抗程序性细胞死亡蛋白 1(anti-PD-1)抗体,通过增强免疫系统靶向和杀死癌细胞的能力,改变了癌症治疗方法。然而,预测免疫疗法反应仍然具有挑战性。氟阿拉伯糖鸟嘌呤 ([F]F-AraG) 是一种靶向激活 T 细胞的分子成像示踪剂,通过非侵入性定量测量肿瘤微环境和体内其他部位的免疫细胞活性,可能有助于治疗反应评估。本研究旨在获得 [F]F-AraG 的全身药代动力学初步数据,作为评估免疫反应的潜在定量生物标志物。该研究包括 4 名健康受试者和 1 名非小细胞肺癌患者的 90 分钟全身动态扫描,患者在接受抗 PD-1 免疫治疗前后进行了扫描。使用赤池信息量准则模型选择进行房室模型分析,以分析各种器官中的示踪剂动力学。此外,还对原发性肺癌肿瘤的 7 个亚区和 4 个纵隔淋巴结进行了分析。进行实用可识别性分析以评估动力学参数估计的可靠性。计算了 SUV、组织与血液 SUV 比 (SUV) 和 Logan 图斜率 () 与总分布体积 () 的相关性,以确定动力学建模的潜在替代物。观察到与呈强相关性,与,表明它们可用作的有前途的替代物,尤其是在血容量分数较低的器官中。此外,实用可识别性分析表明,动态 [F]F-AraG PET 扫描可能可以缩短至 60 分钟,同时保持所有感兴趣器官的定量准确性。该研究表明,尽管 [F]F-AraG SUV 图像可以提供关于免疫细胞分布的见解,但可能需要进行动力学建模或图形分析方法,才能准确量化治疗后的免疫反应。尽管 SUV 在治疗后肿瘤的不同亚区显示出不同的变化,但 SUVR、、和在肿瘤所有分析亚区均显示出一致的升高趋势,具有较高的实用可识别性。我们的研究结果突出了 [F]F-AraG 动态成像作为非侵入性生物标志物在量化癌症患者免疫疗法反应中的潜力。有前途的全身动力学建模结果还表明,该示踪剂可能在研究 T 细胞在疾病免疫发病机制中的作用方面具有更广泛的应用。