Department of Molecular and Medical Pharmacology, David Geffen School of Medicine at UCLA, Los Angeles, CA 90095, USA.
Mol Imaging Biol. 2013 Aug;15(4):486-96. doi: 10.1007/s11307-013-0610-6.
Accurate determination of the plasma input function (IF) is essential for absolute quantification of physiological parameters in positron emission tomography (PET). However, it requires an invasive and tedious procedure of arterial blood sampling that is challenging in mice because of the limited blood volume. In this study, a hybrid modeling approach is proposed to estimate the plasma IF of 2-deoxy-2-[18F]fluoro-D-glucose ([18F]FDG) in mice using accumulated radioactivity in urinary bladder together with a single late-time blood sample measurement.
Dynamic PET scans were performed on nine isoflurane-anesthetized male C57BL/6 mice after a bolus injection of [18F]FDG at the lateral caudal vein. During a 60- or 90-min scan, serial blood samples were taken from the femoral artery. Image data were reconstructed using filtered backprojection with computed tomography-based attenuation correction. Total accumulated radioactivity in the urinary bladder at late times was fitted to a renal compartmental model with the last blood sample and a one-exponential function that described the [18F]FDG clearance in blood. Multiple late-time blood sample estimates were calculated by the blood [18F]FDG clearance equation. A sum of four-exponentials was assumed for the plasma IF that served as a forcing function to all tissues. The estimated plasma IF was obtained by simultaneously fitting the [18F]FDG model to the time-activity curves (TACs) of liver and muscle and the forcing function to early (0-1 min) left-ventricle data (corrected for delay, dispersion, partial-volume effects, and erythrocyte uptake) and the late-time blood estimates. Using only the blood sample collected at the end of the study to estimate the IF and the use of liver TAC as an alternative IF were also investigated.
The area under the plasma IFs calculated for all studies using the hybrid approach was not significantly different from that using all blood samples. [18F]FDG uptake constants in brain, myocardium, skeletal muscle, and liver computed by the Patlak analysis using estimated and measured plasma IFs were in excellent agreement (slope∼1; R2>0.983). The IF estimated using only the last blood sample drawn at the end of the study and the use of liver TAC as the plasma IF provided less reliable results.
The estimated plasma IFs obtained with the hybrid method agreed well with those derived from arterial blood sampling. Importantly, the proposed method obviates the need of arterial catheterization, making it possible to perform repeated dynamic [18F]FDG PET studies on the same animal. Liver TAC is unsuitable as an input function for absolute quantification of [18F]FDG PET data.
准确确定血浆输入函数(IF)对于正电子发射断层扫描(PET)中生理参数的绝对定量至关重要。然而,由于血容量有限,在小鼠中需要进行侵入性和繁琐的动脉采血程序,这具有挑战性。在这项研究中,提出了一种混合建模方法,用于使用累积的膀胱放射性以及单个晚期血样测量来估算小鼠中 2-脱氧-2-[18F]氟-D-葡萄糖([18F]FDG)的血浆 IF。
在侧尾静脉注射[18F]FDG 后,对 9 只异氟醚麻醉的雄性 C57BL/6 小鼠进行动态 PET 扫描。在 60 或 90 分钟的扫描过程中,从股动脉采集系列血样。使用基于 CT 的衰减校正的滤波反投影重建图像数据。使用最后一个血样和描述血液中[18F]FDG 清除的单指数函数拟合膀胱晚期的总累积放射性来拟合肾脏室模型。通过血液[18F]FDG 清除方程计算多个晚期血样估计值。假设血浆 IF 为四个指数的总和,作为所有组织的强制函数。通过同时将[18F]FDG 模型拟合到肝和肌肉的时间-活性曲线(TAC)以及强制函数拟合到早期(0-1 分钟)左心室数据(校正延迟、分散、部分容积效应和红细胞摄取)以及晚期血样估计值,来获得估计的血浆 IF。仅使用研究结束时采集的血样来估计 IF,并使用肝 TAC 作为替代 IF 也进行了研究。
使用混合方法计算的所有研究的血浆 IF 下的曲线下面积与使用所有血样计算的曲线下面积没有显著差异。使用估计的和测量的血浆 IF 通过 Patlak 分析计算的脑、心肌、骨骼肌和肝中的[18F]FDG 摄取常数非常吻合(斜率≈1;R2>0.983)。仅使用研究结束时抽取的最后一个血样估计的 IF 和使用肝 TAC 作为血浆 IF 提供的结果不太可靠。
通过混合方法获得的估计的血浆 IF 与从动脉采血获得的 IF 吻合良好。重要的是,该方法避免了动脉插管的需要,从而可以在同一动物上进行重复的动态[18F]FDG PET 研究。肝 TAC 不适合作为绝对定量[18F]FDG PET 数据的输入函数。