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Cumulative input function method for linear compartmental models and spectral analysis in PET

机译:PET中线性区室模型的累积输入函数法和光谱分析

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摘要

Compartmental modeling and spectral analysis are often used for tracer kinetic modeling in positron emission tomography (PET). The concentrations in kinetic equations are usually considered to be instantaneous, whereas PET data are inherently integrated over time, which leads to uncertainties in the results. A new formalism for kinetic analysis that uses cumulative tracer concentrations and avoids approximating the image-derived input function and PET measurements with midframe instantanous values was developed. We assessed the improvements of the new formalism over the midframe approximation methods for three commonly used radiopharmaceuticals: [11C]raclopride, 2′-deoxy-2′-[18F]fluoro--glucose (FDG), and 3′-deoxy-3′-[18F]fluoro-thymidine (FLT). We found that improvements are case dependent and often not negligible. Improvements for determination of binding potential for [11C]raclopride ranged from 5% to 25%. Improvements in estimation accuracy of FDG and FLT microparameters ranged up to 25%. On the other hand, estimation of macroparameter Ki=K1k3/(k2+k3) for FDG or FLT did not show significant benefit with the new method; only modest improvement up to 2% was observed. Assessment of the benefits of using new method is far from being exhaustive, but possibly significant improvement was demonstrated. Therefore, we consider the proposed algorithm a necessary component of any kinetic analysis software.
机译:隔室建模和光谱分析通常用于正电子发射断层扫描(PET)中的示踪动力学建模。通常认为动力学方程中的浓度是瞬时的,而随着时间的推移,PET数据固有地被积分,这导致结果的不确定性。开发了一种新的动力学分析形式,该形式使用了累积的示踪剂浓度,避免了使用中间帧瞬时值近似图像衍生的输入函数和PET测量。我们评估了三种常用放射性药物在中框近似方法上新形式主义的改进:[11C]雷氯必利,2'-脱氧-2'-[18F]氟-葡萄糖(FDG)和3'-脱氧-3 ′-[18F]氟胸苷(FLT)。我们发现,改进取决于大小写,并且通常不可忽略。测定[11C]雷氯必德结合潜力的改进范围为5%至25%。 FDG和FLT微观参数的估计精度提高幅度高达25%。另一方面,对于FDG或FLT的宏参数Ki = K1k3 /(k2 + k3)的估计在新方法中没有显示出明显的优势。仅观察到高达2%的适度改善。评估使用新方法的好处远非穷举,但可能已证明有重大改进。因此,我们认为所提出的算法是任何动力学分析软件的必要组成部分。

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