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使用基于全身正电子发射断层扫描(PET)的图像衍生输入函数对大脑中F-PI-2620结合进行动力学建模。

Kinetic modeling of F-PI-2620 binding in the brain using an image-derived input function with total-body PET.

作者信息

Bhattarai Anjan, Holy Emily Nicole, Wang Yiran, Spencer Benjamin A, Wang Guobao, DeCarli Charles, Fan Audrey P

出版信息

bioRxiv. 2024 Jul 4:2024.07.02.601764. doi: 10.1101/2024.07.02.601764.

Abstract

Accurate quantification of tau binding from F-PI-2620 PET requires kinetic modeling and an input function. Here, we implemented a non-invasive Image-derived input function (IDIF) derived using the state-of-the-art total-body uEXPLORER PET/CT scanner to quantify tau binding and tracer delivery rate from F-PI-2620 in the brain. Additionally, we explored the impact of scan duration on the quantification of kinetic parameters. Total-body PET dynamic data from 15 elderly participants were acquired. Time-activity curves from the grey matter regions of interest (ROIs) were fitted to the two-tissue compartmental model (2TCM) using a subject-specific IDIF derived from the descending aorta. ROI-specific kinetic parameters were estimated for different scan durations ranging from 10 to 90 minutes. Logan graphical analysis was also used to estimate the total distribution volume (V ). Differences in kinetic parameters were observed between ROIs, including significant reduction in tracer delivery rate (K ) in the medial temporal lobe. All kinetic parameters remained relatively stable after the 60-minute scan window across all ROIs, with K showing high stability after 30 minutes of scan duration. Excellent correlation was observed between V estimated using 2TCM and Logan plot analysis. This study demonstrated the utility of IDIF with total-body PET in investigating F-PI-2620 kinetics in the brain.

摘要

通过F-PI-2620正电子发射断层扫描(PET)对tau蛋白结合进行准确量化需要动力学建模和一个输入函数。在此,我们采用了一种非侵入性的图像衍生输入函数(IDIF),该函数是利用最先进的全身uEXPLORER PET/CT扫描仪得出的,用于量化大脑中F-PI-2620的tau蛋白结合及示踪剂递送率。此外,我们还探究了扫描时长对动力学参数量化的影响。采集了15名老年参与者的全身PET动态数据。利用从降主动脉得出的个体特异性IDIF,将感兴趣区(ROI)灰质区域的时间-活度曲线拟合至双组织房室模型(2TCM)。针对10至90分钟不等的不同扫描时长,估算了ROI特异性动力学参数。还采用洛根图形分析法估算了总分布容积(V )。各ROI之间观察到了动力学参数的差异,包括内侧颞叶示踪剂递送率(K )显著降低。在所有ROI中,60分钟扫描窗口后所有动力学参数均保持相对稳定,扫描时长30分钟后K 显示出高稳定性。使用2TCM估算的V 与洛根图分析之间观察到了极佳的相关性。本研究证明了IDIF结合全身PET在研究大脑中F-PI-2620动力学方面的实用性。

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