Harput Elif, Peretti Debora Elisa, Scheffler Max, Ashton Nicholas J, Blennow Kaj, Zetterberg Henrik, Smith Ruben, Frisoni Giovanni B, Garibotto Valentina, Boccalini Cecilia
Laboratory of Neuroimaging and Innovative Molecular Tracers (NIMTlab), Geneva University Neurocentre and Faculty of Medicine, University of Geneva, 1205, Geneva, Switzerland.
Division of Radiology, Geneva University Hospitals, Geneva, Switzerland.
Eur J Nucl Med Mol Imaging. 2025 Jul 19. doi: 10.1007/s00259-025-07452-3.
Tau-Positron Emission Tomography (PET) has become central in Alzheimer's disease (AD) research and clinical settings. Multiple preprocessing pipelines for tau-PET quantification have been described, with satisfactory performance but direct comparisons remain scarse. Our study evaluates the comparability of two commonly used PET preprocessing methods, respectively in native and standard spaces, in quantifying tau deposition and in their ability to discriminate AD patients.
209 subjects were included from the Geneva memory clinic including cognitively unimpaired (CU) individuals, mild cognitive impairment (MCI) and dementia patients. Images were processed in native and standard space using inferior cerebellar grey matter as reference region. Standardized uptake value ratios (SUVR) were extracted from AD-specific regions. Correlations between SUVR obtained by different methods and plasma biomarkers were assessed. ROC analyses compared the ability of the two methods to discriminate visually assessed tau status, amyloid-positive cognitively impaired from amyloid-negative CU, and subjects with declining cognition over time.
SUVR from the two methods were strongly correlated across all regions. However, SUVR values obtained with standard space method showed higher values. SUVR in the medial temporal lobe from native space processing provided a greater accuracy in discriminating positive scans and identifying subjects with cognitive decline. For all other analyses methods performed equally well. The correlation with plasma biomarkers was comparably high with both methods.
While preprocessing in native and standard space is adequate for quantifying F-Flortaucipir PET and for discriminating AD patients, higher accuracy can be obtained in the mesial temporal regions and to predict cognitive decline using processing in native space.
tau正电子发射断层扫描(PET)已成为阿尔茨海默病(AD)研究和临床应用的核心。已经描述了多种用于tau-PET定量的预处理流程,其性能令人满意,但直接比较仍然很少。我们的研究评估了两种常用的PET预处理方法在量化tau沉积以及区分AD患者能力方面在原始空间和标准空间中的可比性。
从日内瓦记忆诊所纳入了209名受试者,包括认知未受损(CU)个体、轻度认知障碍(MCI)和痴呆患者。使用小脑下灰质作为参考区域,在原始空间和标准空间中对图像进行处理。从AD特异性区域提取标准化摄取值比率(SUVR)。评估不同方法获得的SUVR与血浆生物标志物之间的相关性。ROC分析比较了两种方法区分视觉评估tau状态、淀粉样蛋白阳性认知受损与淀粉样蛋白阴性CU以及认知随时间下降的受试者的能力。
两种方法的SUVR在所有区域都高度相关。然而,标准空间方法获得的SUVR值更高。原始空间处理在内侧颞叶的SUVR在区分阳性扫描和识别认知下降的受试者方面提供了更高的准确性。对于所有其他分析,两种方法表现相当好。两种方法与血浆生物标志物的相关性都相当高。
虽然在原始空间和标准空间中进行预处理足以量化F-Flortaucipir PET并区分AD患者,但在颞叶内侧区域使用原始空间处理可以获得更高的准确性来预测认知下降。