Clinical Memory Research Unit, Department of Clinical Sciences, Lund University, Lund, Sweden.
Critical Path for Alzheimer's Disease (CPAD) Consortium, Critical Path Institute, Tucson, Arizona, USA.
Alzheimers Dement. 2024 Sep;20(9):5833-5848. doi: 10.1002/alz.13908. Epub 2024 Jul 23.
Tau-positron emission tomography (PET) outcome data of patients with Alzheimer's disease (AD) cannot currently be meaningfully compared or combined when different tracers are used due to differences in tracer properties, instrumentation, and methods of analysis.
Using head-to-head data from five cohorts with tau PET radiotracers designed to target tau deposition in AD, we tested a joint propagation model (JPM) to harmonize quantification (units termed "CenTauR" [CTR]). JPM is a statistical model that simultaneously models the relationships between head-to-head and anchor point data. JPM was compared to a linear regression approach analogous to the one used in the amyloid PET Centiloid scale.
A strong linear relationship was observed between CTR values across brain regions. Using the JPM approach, CTR estimates were similar to, but more accurate than, those derived using the linear regression approach.
Preliminary findings using the JPM support the development and adoption of a universal scale for tau-PET quantification.
Tested a novel joint propagation model (JPM) to harmonize quantification of tau PET. Units of common scale are termed "CenTauRs". Tested a Centiloid-like linear regression approach. Using five cohorts with head-to-head tau PET, JPM outperformed linearregressionbased approach. Strong linear relationship was observed between CenTauRs values across brain regions.
由于示踪剂特性、仪器设备和分析方法的差异,当使用不同示踪剂时,阿尔茨海默病(AD)患者的 Tau 正电子发射断层扫描(PET)结果数据目前无法进行有意义的比较或合并。
使用针对 AD 中 Tau 沉积的五种 Tau PET 放射性示踪剂的头对头数据,我们测试了联合传播模型(JPM)以协调定量(称为“CenTauR”[CTR]的单位)。JPM 是一种统计模型,可同时模拟头对头和锚点数据之间的关系。JPM 与类似于在淀粉样蛋白 PET Centiloid 量表中使用的线性回归方法进行了比较。
在大脑区域之间观察到 CTR 值之间存在很强的线性关系。使用 JPM 方法,CTR 估计值与使用线性回归方法得出的估计值相似,但更准确。
使用 JPM 的初步发现支持开发和采用 Tau-PET 定量的通用量表。
测试了一种新的联合传播模型(JPM)来协调 Tau PET 的定量。共同量表的单位称为“CenTauRs”。测试了类似于 Centiloid 的线性回归方法。使用五个具有 Tau PET 头对头的队列,JPM 优于基于线性回归的方法。在大脑区域之间观察到 CenTauRs 值之间存在很强的线性关系。