Cluster for Molecular Imaging, Faculty of Health Sciences, University of Copenhagen, Blegdamsvej 3, 2200 Copenhagen, Denmark.
Department of Clinical Physiology, Nuclear Medicine & PET, Rigshospitalet, University of Copenhagen, Blegdamsvej 9, 2100 Copenhagen, Denmark.
Diagnostics (Basel). 2015 Mar 27;5(2):96-112. doi: 10.3390/diagnostics5020096.
The aim of this study was to evaluate the feasibility to perform voxel-wise kinetic modeling on datasets obtained from tumor-bearing mice that underwent dynamic PET scans with (64)Cu-ATSM and extract useful physiological parameters.
Tumor-bearing mice underwent 90-min dynamic PET scans with (64)Cu-ATSM and CT scans with contrast. Irreversible and reversible two-tissue compartment models were fitted to time activity curves (TACs) obtained from whole tumor volumes and compared using the Akaike information criterion (AIC). Based on voxel-wise pharmacokinetic analysis, parametric maps of model rate constants k₁, k₃ and Ki were generated and compared to (64)Cu-ATSM uptake.
Based on the AIC, an irreversible two-tissue compartment model was selected for voxel-wise pharmacokinetic analysis. Of the extracted parameters, k₁ (~perfusion) showed a strong correlation with early tracer uptake (mean spearman R = 0.88) 5 min post injection (pi). Moreover, positive relationships were found between late tracer uptake (90 min pi) and both k₃ and the net influx rate constant, Ki (mean spearman R = 0.56 and R = 0.86; respectively).
This study shows the feasibility to extract relevant parameters from voxel-wise pharmacokinetic analysis to be used for preclinical validation of (64)Cu-ATSM as a hypoxia-specific PET tracer.
本研究旨在评估对荷瘤小鼠进行(64)Cu-ATSM 动态 PET 扫描获得的数据集进行体素水平动力学建模并提取有用生理参数的可行性。
荷瘤小鼠进行 90 分钟的(64)Cu-ATSM 动态 PET 扫描和对比 CT 扫描。将不可逆和可逆双组织室模型拟合到从整个肿瘤体积获得的时间活性曲线(TAC),并使用赤池信息量准则(AIC)进行比较。基于体素水平药代动力学分析,生成模型速率常数 k₁、k₃ 和 Ki 的参数图,并与(64)Cu-ATSM 摄取进行比较。
根据 AIC,选择不可逆双组织室模型进行体素水平药代动力学分析。在所提取的参数中,k₁(~灌注)与注射后 5 分钟(pi)的早期示踪剂摄取具有很强的相关性(平均 Spearman R = 0.88)。此外,还发现晚期示踪剂摄取(90 分钟 pi)与 k₃和净流入速率常数 Ki 之间存在正相关关系(平均 Spearman R = 0.56 和 R = 0.86;分别)。
本研究表明,从体素水平药代动力学分析中提取相关参数用于(64)Cu-ATSM 作为缺氧特异性 PET 示踪剂的临床前验证是可行的。