From the Departments of Neurology (A.H.B., J.K.W., O.H.B., S.E.S., C.S., A.M.F., J.C.M., B.M.A.) and Radiology (C.D.C., B.A.G., S.F., A.D., T.L.S.B.), Washington University in St. Louis, MO.
Neurology. 2021 Jul 6;97(1):e76-e87. doi: 10.1212/WNL.0000000000012123. Epub 2021 Apr 30.
To evaluate temporal correlations between CSF and neuroimaging (PET and MRI) measures of amyloid, tau, and neurodegeneration in relation to Alzheimer disease (AD) progression.
A total of 371 cognitively unimpaired and impaired participants enrolled in longitudinal studies of AD had both CSF (β-amyloid [Aβ], phosphorylated tau, total tau, and neurofilament light chain) and neuroimaging (Pittsburgh compound B [PiB] PET, flortaucipir PET, and structural MRI) measures. The pairwise time interval between CSF and neuroimaging measures was binned into 2-year periods. Spearman correlations identified the time bin when CSF and neuroimaging measures most strongly correlated. CSF and neuroimaging measures were then binarized as biomarker-positive or biomarker-negative using Gaussian mixture modeling. Cohen kappa coefficient identified the time bin when CSF measures best agreed with corresponding neuroimaging measures when determining amyloid, tau, and neurodegeneration biomarker positivity.
CSF Aβ and PiB PET showed maximal correlation when collected within 6 years of each other ( ≈ -0.5). CSF phosphorylated tau and flortaucipir PET showed maximal correlation when CSF was collected 4 to 8 years prior to PET ( ≈ 0.4). CSF neurofilament light chain and cortical thickness showed low correlation, regardless of time interval ( ≈ -0.3). Similarly, CSF total tau and cortical thickness had low correlation, regardless of time interval ( < -0.2).
CSF Aβ and PiB PET best agree when acquired in close temporal proximity, whereas CSF phosphorylated tau precedes flortaucipir PET by 4 to 8 years. CSF and neuroimaging measures of neurodegeneration have low correspondence and are not interchangeable at any time interval.
评估脑脊液(CSF)和神经影像学(正电子发射断层扫描 [PET] 和磁共振成像 [MRI])测量的淀粉样蛋白、tau 蛋白和神经退行性变与阿尔茨海默病(AD)进展之间的时间相关性。
共有 371 名认知正常和受损的参与者参加了 AD 的纵向研究,他们均进行了 CSF(β-淀粉样蛋白 [Aβ]、磷酸化 tau 蛋白、总 tau 蛋白和神经丝轻链)和神经影像学(匹兹堡化合物 B [PiB] PET、flortaucipir PET 和结构 MRI)检测。CSF 和神经影像学检测之间的时间间隔以 2 年为一个区间进行分组。Spearman 相关性分析确定了 CSF 和神经影像学检测相关性最强的时间区间。然后使用高斯混合模型将 CSF 和神经影像学检测结果二值化为生物标志物阳性或生物标志物阴性。Cohen kappa 系数确定了 CSF 检测结果在确定淀粉样蛋白、tau 蛋白和神经退行性变生物标志物阳性时与相应的神经影像学检测结果最一致的时间区间。
当 CSF Aβ 和 PiB PET 彼此采集时间间隔在 6 年内时,相关性最大(≈-0.5)。当 CSF 采集时间比 PET 早 4 到 8 年时,CSF 磷酸化 tau 蛋白和 flortaucipir PET 相关性最大(≈0.4)。CSF 神经丝轻链和皮质厚度的相关性较低,与时间间隔无关(≈-0.3)。同样,CSF 总 tau 蛋白和皮质厚度的相关性较低,与时间间隔无关(< -0.2)。
当 CSF Aβ 和 PiB PET 紧密接近采集时,它们最匹配,而 CSF 磷酸化 tau 蛋白比 flortaucipir PET 早 4 到 8 年出现。CSF 和神经影像学的神经退行性变检测结果相关性较低,在任何时间间隔都不可互换。