Dept. of Nuclear Medicine, Ludwig-Maximilians-Universität München, Munich, Germany.
Dept. of Nuclear Medicine, Ludwig-Maximilians-Universität München, Munich, Germany; Center for Neuropathology and Prion Research, Ludwig-Maximilians-Universität München, Munich, Germany.
Neuroimage. 2018 Jan 15;165:83-91. doi: 10.1016/j.neuroimage.2017.10.006. Epub 2017 Oct 5.
PET imaging of the 18 kDa translocator protein (TSPO), a biomarker of microglial activity, receives growing interest in clinical and preclinical applications of neuroinflammatory and neurodegenerative brain diseases. In globally affected brains, intra-cerebral pseudo reference regions are not feasible. Consequently, many brain-independent approaches have been attempted, including SUV analysis and normalization to muscle- or heart uptake, aiming to stabilize quantitative analysis. In this study, we systematically compared different image normalization methods for static late phase TSPO-PET imaging of rodent brain.
We first obtained gamma counter measurements for gold standard quantitation of [F]GE180 uptake in brain of C57Bl/6 mice (N = 10) after PET, aiming to identify factors contributing significantly to the quantitative results. Subsequently, data from a large cohort of C57Bl/6 mice (N = 79) were compiled to precisely determine the weighted influence and variance attributable these factors by regression analysis. Scan-rescan variability and agreement with histology were used to validate the tested normalization methods in an Alzheimer's disease (AD) mouse model with pathologically increased TSPO expression (PS2APP; N = 24). Longitudinal data from AD model mice (N = 10) scanned at four different ages were used to challenge and validate the different normalization methods in a practical application.
Gamma counter results revealed that injected dose, body weight and PET-measured radioactivity concentration in the ventral myocardium all significantly accounted for [F]GE180 activity in the brain. Skeletal muscle activity had high test-retest variance in this PET only application and was therefore pursued no further. Regression analysis of the large scale evaluation showed that scaling to injected dose or SUV analysis accounted for little variance in brain activity (R < 0.5), but inclusion of myocardial activity together with injected dose and body weight in the regression model accounted for most of the variance in brain uptake (R = 0.94). Scan-rescan stability, correlation with histology and applicability for longitudinal examination in the disease model were also significantly improved by inclusion of myocadial uptake in the quantitative model.
Cerebral and myocardial TSPO expression are highly coupled under physiological conditions. Myocardial uptake has great potential for stabilization of static late phase [F]GE180 quantification in brain in the absence of a valid intra-cerebral pseudo-reference region.
正电子发射断层扫描(PET)成像 18kDa 转位蛋白(TSPO),一种小胶质细胞活性的生物标志物,在神经炎症和神经退行性脑疾病的临床和临床前应用中受到越来越多的关注。在全球受影响的大脑中,颅内伪参考区域是不可行的。因此,已经尝试了许多脑独立的方法,包括 SUV 分析和归一化为肌肉或心脏摄取,旨在稳定定量分析。在这项研究中,我们系统地比较了不同的图像归一化方法,用于静态晚期 TSPO-PET 成像的啮齿动物脑。
我们首先通过伽马计数器测量,对 [F]GE180 在 C57Bl/6 小鼠脑内摄取的金标准定量(N=10),旨在确定对定量结果有显著影响的因素。随后,我们编译了大量 C57Bl/6 小鼠的数据(N=79),通过回归分析精确确定这些因素的加权影响和方差。在具有病理性增加 TSPO 表达的阿尔茨海默病(AD)小鼠模型(PS2APP;N=24)中,使用扫描-再扫描变异性和与组织学的一致性来验证所测试的归一化方法。在 4 个不同年龄进行扫描的 AD 模型小鼠的纵向数据(N=10)用于在实际应用中挑战和验证不同的归一化方法。
伽马计数器结果表明,注射剂量、体重和 PET 测量的腹侧心肌放射性浓度均显著影响脑内 [F]GE180 的活性。在这种仅 PET 应用中,骨骼肌活性具有很高的测试-再测试变异性,因此不再进一步研究。大规模评估的回归分析表明,归一化为注射剂量或 SUV 分析仅能解释脑活性的小部分方差(R<0.5),但将心肌活性与注射剂量和体重一起纳入回归模型可以解释脑摄取的大部分方差(R=0.94)。在疾病模型中,扫描-再扫描稳定性、与组织学的相关性以及纵向检查的适用性也通过在定量模型中纳入心肌摄取而得到显著改善。
在生理条件下,大脑和心肌的 TSPO 表达高度耦合。在没有有效的颅内伪参考区域的情况下,心肌摄取对于稳定静态晚期 [F]GE180 定量具有很大的潜力。