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正常衰老中的 PET 淀粉样蛋白:视觉和自动处理方法的直接比较。

PET amyloid in normal aging: direct comparison of visual and automatic processing methods.

机构信息

CIRD Centre d'imagerie Rive Droite, Geneva, Switzerland.

Department of Surgical Sciences, Radiology, Uppsala University, Uppsala, Sweden.

出版信息

Sci Rep. 2020 Oct 7;10(1):16665. doi: 10.1038/s41598-020-73673-1.

Abstract

Assessment of amyloid deposits is a critical step for the identification of Alzheimer disease (AD) signature in asymptomatic elders. Whether the different amyloid processing methods impacts on the quality of clinico-radiological correlations is still unclear. We directly compared in 155 elderly controls with extensive neuropsychological testing at baseline and 4.5 years follow-up three approaches: (i) operator-dependent standard visual reading, (ii) operator-independent automatic SUVR with four different reference regions, and (iii) novel operator and region of reference-independent automatic Aβ-index. The coefficient of variance was used to examine inter-individual variability for each processing method. Using visually-established amyloid positivity as the gold standard, the area under the receiver operating characteristic curve (ROC) was computed. Linear regression models were used to assess the association between changes in continuous cognitive score and amyloid uptake values. In SUVR analyses, the coefficient of variance varied from 1.718 to 1.762 according to the area of reference and was of - 3.045 for the Aβ-index method. Compared to the visual rating, Aβ-index method showed the largest area under the ROC curve [0.9568 (95% CI 0.9252, 0.98833)]. The best cut-off score was of - 0.3359 with sensitivity and specificity values of 0.97 and 0.83, respectively. Only the Aß-index was related to more severe decrement of cognitive performances [regression coefficient: 9.103 (95% CI 1.148, 17.058)]. The Aβ-index is considered as preferred option in asymptomatic elders, since it is operator-independent, avoids the selection of reference area, is closer to established visual scoring and correlates with the evolution of cognitive performances.

摘要

淀粉样蛋白沉积的评估是识别无症状老年人阿尔茨海默病(AD)特征的关键步骤。不同的淀粉样蛋白处理方法是否会影响临床-放射学相关性的质量尚不清楚。我们在 155 名老年对照者中进行了直接比较,这些对照者在基线和 4.5 年随访时进行了广泛的神经心理学测试,比较了三种方法:(i)依赖于操作者的标准视觉阅读,(ii)使用四个不同参考区域的独立于操作者的自动 SUVR,和(iii)新型的、依赖于操作者和参考区域的自动 Aβ 指数。使用变异系数来检查每种处理方法的个体间变异性。使用视觉上确定的淀粉样蛋白阳性作为金标准,计算接收者操作特征曲线(ROC)的曲线下面积。线性回归模型用于评估连续认知评分变化与淀粉样蛋白摄取值之间的关系。在 SUVR 分析中,根据参考区域,变异系数从 1.718 到 1.762 不等,而 Aβ 指数方法的变异系数为-3.045。与视觉评分相比,Aβ 指数方法显示出最大的 ROC 曲线下面积[0.9568(95%CI 0.9252,0.98833)]。最佳截断值为-0.3359,敏感性和特异性分别为 0.97 和 0.83。只有 Aβ 指数与认知表现的更严重下降相关[回归系数:9.103(95%CI 1.148,17.058)]。Aβ 指数被认为是无症状老年人的首选方法,因为它不依赖于操作者,避免了参考区域的选择,更接近既定的视觉评分,并且与认知表现的演变相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0d40/7542434/dd3ddf904ced/41598_2020_73673_Fig1_HTML.jpg

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