German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany.
Department of Psychosomatic Medicine, University Medicine Rostock, Rostock, Germany.
Ann Clin Transl Neurol. 2021 Jan;8(1):29-42. doi: 10.1002/acn3.51238. Epub 2020 Nov 2.
To determine if PET-based stages of regional amyloid deposition are associated with neuropathological phases of Aβ pathology.
We applied data-driven regional frequency-based and a-priori striatum-based PET staging approaches to ante-mortem 18F-Florbetapir-PET scans of 30 cases from the Alzheimer's Disease Neuroimaging Initiative autopsy cohort, and used Bayesian regression analysis to study the associations of these in vivo amyloid stages with neuropathological Thal phases of regional Aβ plaque distribution and with semi-quantitative ratings of neocortical and striatal plaque densities.
Bayesian regression revealed extreme evidence for an association of both PET-based staging approaches with Thal phases, and these associations were about 44 times more likely for frequency-based stages and 89 times more likely for striatum-based stages than for global cortical 18F-Florbetapir-PET signal. Early (i.e., neocortical-only) PET-based amyloid stages also predicted the absence of striatal/diencephalic cored plaques. Receiver operating characteristics curves revealed highly accurate discrimination between low/high Thal phases and the presence/absence of regional plaques. The median areas under the curve were 0.99 for frequency-based staging (95% credibility interval 0.97-1.00), 0.93 for striatum-based staging (0.83-1.00), and 0.87 for global 18F-Florbetapir-PET signal (0.72-0.98).
Our data indicate that both regional frequency- and striatum-based amyloid-PET staging approaches were superior to standard global amyloid-PET signal for differentiating between low and high degrees of regional amyloid pathology spread. Despite this, we found no evidence for the ability of either staging scheme to differentiate between low and moderate degrees of amyloid pathology which may be particularly relevant for early, preclinical stages of Alzheimer's disease.
确定基于 PET 的区域性淀粉样蛋白沉积阶段是否与 Aβ 病理学的神经病理学阶段相关。
我们应用数据驱动的基于区域频率的和基于先验纹状体的 PET 分期方法对来自阿尔茨海默病神经影像学倡议尸检队列的 30 例病例的生前 18F-Florbetapir-PET 扫描进行了分析,并使用贝叶斯回归分析来研究这些体内淀粉样蛋白分期与区域 Aβ 斑块分布的 Thal 阶段以及新皮层和纹状体斑块密度的半定量评分之间的关联。
贝叶斯回归显示,基于 PET 的两种分期方法与 Thal 阶段之间存在关联的证据非常充分,与基于全局皮质 18F-Florbetapir-PET 信号相比,基于频率的分期方法的关联可能性高 44 倍,基于纹状体的分期方法的关联可能性高 89 倍。早期(即仅新皮层)基于 PET 的淀粉样蛋白分期也预测了纹状体/间脑核心斑块的缺失。受试者工作特征曲线揭示了低/高 Thal 阶段和区域斑块存在/缺失之间的高度准确区分。基于频率的分期的曲线下面积中位数为 0.99(95%可信度区间 0.97-1.00),基于纹状体的分期的曲线下面积中位数为 0.93(0.83-1.00),基于全局 18F-Florbetapir-PET 信号的曲线下面积中位数为 0.87(0.72-0.98)。
我们的数据表明,与标准的全局淀粉样蛋白 PET 信号相比,基于区域频率和纹状体的淀粉样蛋白-PET 分期方法在区分低程度和高程度的区域性淀粉样蛋白病理扩散方面更具优势。尽管如此,我们没有发现任何证据表明这两种分期方案都能够区分低程度和中度的淀粉样蛋白病理学,这可能对阿尔茨海默病的早期、临床前阶段尤其重要。