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参考区域选择与随时间的淀粉样蛋白积累率和基线淀粉样蛋白负担之间的关联。

Reference region selection and the association between the rate of amyloid accumulation over time and the baseline amyloid burden.

机构信息

Department of Nuclear Medicine, University of Munich, Munich, Germany.

MNI, New Haven, USA.

出版信息

Eur J Nucl Med Mol Imaging. 2017 Aug;44(8):1364-1374. doi: 10.1007/s00259-017-3666-8. Epub 2017 Mar 22.

Abstract

Relative quantitative analysis of amyloid plaque burden in Alzheimer's disease (AD) patients can be reported as standardized uptake value ratio (SUVR) from positron emission tomography (PET). Here, the SUVR is the ratio of the mean amyloid radioligand retention in a composite (COMP) neocortical volume of interest (VOI) to that in a reference VOI, such as the cerebellum, brainstem (BST)/pons, or white matter (WM). Some longitudinal PET investigations show that the rate of amyloid accumulation to follow-up has an inverted U relationship with baseline amyloid SUVR relative to cerebellar or brainstem/pons reference VOIs. The corresponding association with SUVR relative to WM is unknown. To test the possible benefits of WM normalization, we analyzed [F]-AV45 PET data from 404 subjects in the AD Neuroimaging Initiative (ADNI) database at baseline and 2-year follow-up (144 cognitively normal controls, 225 patients with mild cognitive impairment, and 35 AD patients). Reference regions included subcortical WM as well as conventional cerebellar gray matter (CBL), and BST. We tested associations between each subject's inter-session change (∆) of SUVR and their baseline SUVR by applying linear, logarithmic, and quadratic regression analyses. Unscaled standardized uptake values (SUVs) were correlated between VOIs at baseline and follow-up, and within VOIs in the longitudinal run. The association between ∆SUVR and baseline SUVR relative to WM reference was best described by an inverted U-shaped function. Correlation analyses demonstrated a high regional and temporal correlation between COMP and WM VOI SUVs. For WM normalization, we confirm that the rate of amyloid accumulation over time follows an inverted U-shaped function of baseline amyloid burden. Reference region selection, however, has substantial effects on SUVR results. This reflects the extent of covariance between SUVs in the COMP VOI and those in the various reference VOIs. We speculate that PET labeling of amyloid deposition within target regions is partially confounded by effects of longitudinal changes of cerebral blood flow (CBF) on tracer delivery. Indeed, CBF may be the leading factor influencing longitudinal SUV changes. We suggest that SUVR relative to WM may be more robust to changes in CBF, and thus fitter for sensitive detection of amyloid accumulation in intervention studies.

摘要

阿尔茨海默病(AD)患者淀粉样斑块负担的相对定量分析可以通过正电子发射断层扫描(PET)报告为标准化摄取值比(SUVR)。这里,SUVR 是复合(COMP)皮质体积感兴趣区(VOI)中平均淀粉样配体保留与小脑、脑桥/延髓(BST)或白质(WM)等参考 VOI 中的比值。一些纵向 PET 研究表明,与小脑或脑桥/延髓参考 VOI 相比,基线淀粉样 SUVR 与随访时淀粉样蛋白积累率呈倒 U 型关系。与 WM 相对应的 SUVR 则未知。为了检验 WM 归一化的可能益处,我们分析了 AD 神经影像学倡议(ADNI)数据库中 404 名受试者的 [F]-AV45 PET 数据,这些受试者在基线和 2 年随访(144 名认知正常对照、225 名轻度认知障碍患者和 35 名 AD 患者)时进行了分析。参考区域包括皮质下 WM 以及常规小脑灰质(CBL)和 BST。我们通过应用线性、对数和二次回归分析,测试了每个受试者的 SUVR 随时间变化(∆)与基线 SUVR 之间的关联。未缩放的标准化摄取值(SUVs)在基线和随访时的 VOI 之间以及纵向运行时的 VOI 内相关。∆SUVR 与 WM 参考的基线 SUVR 之间的关系最好由倒 U 形函数描述。相关性分析表明,COMP 和 WM VOI SUV 之间具有很高的区域和时间相关性。对于 WM 归一化,我们证实随着时间的推移,淀粉样蛋白的积累率遵循基线淀粉样蛋白负担的倒 U 形函数。然而,参考区域的选择对 SUVR 结果有实质性影响。这反映了 COMP VOI 中的 SUV 与各种参考 VOI 中的 SUV 之间的协方差程度。我们推测,目标区域内淀粉样蛋白沉积的 PET 标记部分受到脑血流(CBF)纵向变化对示踪剂输送影响的干扰。事实上,CBF 可能是影响纵向 SUV 变化的主要因素。我们建议,与 WM 相比,SUVR 可能对 CBF 的变化更稳健,因此更适合在干预研究中灵敏地检测淀粉样蛋白的积累。

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