Evaluation of the reliability in kinetic analysis for dual tracer injection of FDG and flumazenil PET study

Y. Ikoma, Hinako Toyama, K. Uemura, A. Uchiyama
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引用次数: 13

Abstract

The kinetic analysis for dual tracer injection with 2-input compartment model is challenging in order to assess the two different functions In the same time and same situation. In this study, we investigated the possibility of kinetic analysis with two tracers, /sup 18/F-FDG and /sup 11/C-flumazenil (FMZ), by means of the computer simulation. The reliability of estimated parameters was Investigated for various injection protocols and noise levels. Simulated decaying tissue time activity curves were generated for various injection protocols with input function of FDG and FMZ and true k-values by using the 2-input 3-tissue compartment 5-parameter model, i.e. 2-tissue compartment 3-parameter for FDG and 1-tissue compartment 2-parameter for FMZ. The injection Interval of two tracers was changed from 0 to 20 minutes. The noise was generated depending on the total collected count and added each decaying tissue time activity curve. The rate constants for FDG and FMZ were estimated by nonlinear least square method. The reliability of parameter estimates was evaluated by mean absolute difference between true and estimated value of one thousand runs for each injection protocol and noise level. As a result, it was found that parameters were estimated most reliably when FDG was injected 15 minutes later than FMZ injection. In 5% last frame noise, the mean absolute difference between true and estimated value of Ki, reflecting the uptake of FDG, was about 8%, that of DV, distribution volume of FMZ, was 7%. The reliability was independent on the ratio of administration dose of FDG to that of FMZ. In the simulation study, the possibility of kinetic analysis for dual tracer injection was shown.
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FDG和氟马西尼PET双示踪剂注射动力学分析可靠性评价
为了在同一时间、同一情况下评估两种不同的功能,双示踪剂注射的动力学分析具有挑战性。本研究通过计算机模拟研究了/sup 18/F-FDG和/sup 11/ c -氟马西尼(FMZ)两种示踪剂进行动力学分析的可能性。研究了各种注射方案和噪声水平下估计参数的可靠性。采用2输入3组织室5参数模型,即FDG为2组织室3参数,FMZ为1组织室2参数,FDG为2组织室3参数,FMZ为1组织室2参数,以FDG和FMZ为输入函数和真k值,生成不同注射方案的模拟组织时间活性衰减曲线。将两种示踪剂的注射间隔从0分钟改为20分钟。根据收集到的总计数产生噪声,并将每个衰减的组织时间活性曲线相加。用非线性最小二乘法估计了FDG和FMZ的速率常数。参数估计的可靠性是通过对每个注入方案和噪声水平进行1000次运行的真实值与估计值的平均绝对差来评估的。结果发现,FDG注射时间比FMZ注射时间晚15分钟时,参数估计最可靠。在最后一帧噪声为5%时,反映FDG吸收的Ki值的真实值与估估值的平均绝对差值约为8%,反映FMZ分布体积的DV值的平均绝对差值为7%。信度与FDG给药剂量与FMZ给药剂量之比无关。通过模拟研究,证明了双示踪剂注入动力学分析的可能性。
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