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阿尔茨海默病全病程中脑脊液与氟代硼吡咯 F-18 β-淀粉样蛋白测量值之间的非线性关联

Nonlinear Association Between Cerebrospinal Fluid and Florbetapir F-18 β-Amyloid Measures Across the Spectrum of Alzheimer Disease.

作者信息

Toledo Jon B, Bjerke Maria, Da Xiao, Landau Susan M, Foster Norman L, Jagust William, Jack Clifford, Weiner Michael, Davatzikos Christos, Shaw Leslie M, Trojanowski John Q

机构信息

Institute on Aging, Center for Neurodegenerative Disease Research, Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.

Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia.

出版信息

JAMA Neurol. 2015 May;72(5):571-81. doi: 10.1001/jamaneurol.2014.4829.

Abstract

IMPORTANCE

Cerebrospinal fluid (CSF) and positron emission tomographic (PET) amyloid biomarkers have been proposed for the detection of Alzheimer disease (AD) pathology in living patients and for the tracking of longitudinal changes, but the relation between biomarkers needs further study.

OBJECTIVE

To determine the association between CSF and PET amyloid biomarkers (cross-sectional and longitudinal measures) and compare the cutoffs for these measures.

DESIGN, SETTING, AND PARTICIPANTS: Longitudinal clinical cohort study from 2005 to 2014 including 820 participants with at least 1 florbetapir F-18 (hereafter referred to as simply florbetapir)-PET scan and at least 1 CSF β-amyloid 1-42 (Aβ1-42) sample obtained within 30 days of each other (501 participants had a second PET scan after 2 years, including 150 participants with CSF Aβ1-42 measurements). Data were obtained from the Alzheimer's Disease Neuroimaging Initiative database.

MAIN OUTCOMES AND MEASURES

Four different PET scans processing pipelines from 2 different laboratories were compared. The PET cutoff values were established using a mixture-modeling approach, and different mathematical models were applied to define the association between CSF and PET amyloid measures.

RESULTS

The values of the CSF Aβ1-42 samples and florbetapir-PET scans showed a nonlinear association (R2 = 0.48-0.66), with the strongest association for values in the middle range. The presence of a larger dynamic range of florbetapir-PET scan values in the higher range compared with the CSF Aβ1-42 plateau explained the differences in correlation with cognition (R2 = 0.36 and R2 = 0.25, respectively). The APOE genotype significantly modified the association between both biomarkers. The PET cutoff values derived from an unsupervised classifier converged with previous PET cutoff values and the established CSF Aβ1-42 cutoff levels. There was no association between longitudinal Aβ1-42 levels and standardized uptake value ratios during follow-up.

CONCLUSIONS AND RELEVANCE

The association between both biomarkers is limited to a middle range of values, is modified by the APOE genotype, and is absent for longitudinal changes; 4 different approaches in 2 different platforms converge on similar pathological Aβ cutoff levels; and different pipelines to process PET scans showed correlated but not identical results. Our findings suggest that both biomarkers measure different aspects of AD Aβ pathology.

摘要

重要性

脑脊液(CSF)和正电子发射断层扫描(PET)淀粉样蛋白生物标志物已被用于检测活体患者的阿尔茨海默病(AD)病理以及追踪纵向变化,但生物标志物之间的关系需要进一步研究。

目的

确定脑脊液和PET淀粉样蛋白生物标志物之间的关联(横断面和纵向测量),并比较这些测量的临界值。

设计、设置和参与者:2005年至2014年的纵向临床队列研究,包括820名参与者,他们至少进行了1次氟代贝他吡F-18(以下简称为氟代贝他吡)PET扫描,并且在彼此30天内至少获取了1次脑脊液β淀粉样蛋白1-42(Aβ1-42)样本(501名参与者在2年后进行了第二次PET扫描,其中150名参与者进行了脑脊液Aβ1-42测量)。数据来自阿尔茨海默病神经影像学倡议数据库。

主要结果和测量指标

比较了来自2个不同实验室的4种不同的PET扫描处理流程。使用混合建模方法确定PET临界值,并应用不同的数学模型来定义脑脊液和PET淀粉样蛋白测量之间的关联。

结果

脑脊液Aβ1-42样本值与氟代贝他吡PET扫描显示出非线性关联(R2 = 0.48 - 0.66),中间范围的值关联最强。与脑脊液Aβ1-42平台相比,氟代贝他吡PET扫描值在较高范围内存在更大的动态范围,这解释了与认知相关性的差异(分别为R2 = 0.36和R2 = 0.25)。APOE基因型显著改变了两种生物标志物之间的关联。来自无监督分类器的PET临界值与先前的PET临界值以及既定的脑脊液Aβ1-42临界水平一致。随访期间纵向Aβ1-42水平与标准化摄取值比率之间无关联。

结论和相关性

两种生物标志物之间的关联仅限于中间值范围,受APOE基因型影响,纵向变化时不存在关联;2个不同平台的4种不同方法在相似的病理性Aβ临界水平上趋同;处理PET扫描的不同流程显示出相关但不相同的结果。我们的研究结果表明,两种生物标志物测量的是AD Aβ病理的不同方面。

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