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基于体素的形态测量学与 DARTEL 和标准配准在 3.0T MRI 成像中作为阿尔茨海默病患者和认知正常老年人的影像学生物标志物的疗效。

Efficacy of voxel-based morphometry with DARTEL and standard registration as imaging biomarkers in Alzheimer's disease patients and cognitively normal older adults at 3.0 Tesla MR imaging.

机构信息

Department of Diagnostic Radiology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China.

出版信息

J Alzheimers Dis. 2011;23(4):655-64. doi: 10.3233/JAD-2010-101659.

DOI:10.3233/JAD-2010-101659
PMID:21157022
Abstract

Quantitative MRI of the hippocampus has been increasingly employed as a biomarker in Alzheimer's disease (AD). We compare voxel-based morphometry (VBM) standard and DARTEL registration with manual hippocampal volumetry in AD patients and cognitively normal older adults. Participants were 20 cognitively normal elderly subjects and 19 AD patients who met the criteria of probable AD according to NINCDS-ADRDA. Bilateral manual hippocampal volumetry was conducted alongside VBM of hippocampal regions-of-interest (ROIs) generated with standard and DARTEL registration using hippocampal masks and total intracranial volume normalization. All normalized hippocampal measurements showed significant reduction (20–30%; p < 0.001) in AD compared to controls. Logistic regression analysis also showed significant effects (odds ratios ranged from 88.2% to 94.0%) of all normalized measurements in predicting AD incidence after adjusting for age, gender, and education. The overall prediction accuracies of manual RH and LH volumes, standard RH-ROI and LH-ROI VBM, DARTEL RH-ROI, and LH-ROI VBM were 87.2%, 84.6%, 87.2%, 76.9%, 87.2%, and 87.2%, respectively. As imaging biomarkers, VBM with DARTEL and standard registration have similarly high efficacies as manual hippocampal volumetry in discriminating AD from cognitively normal elderly adults.

摘要

基于体素的形态测量学(VBM)标准和 DARTEL 配准与手动海马体体积测量在 AD 患者和认知正常老年人中的比较。参与者包括 20 名认知正常的老年人和 19 名符合 NINCDS-ADRDA 标准的可能 AD 患者。双侧手动海马体体积测量与使用海马体掩模和全脑体积归一化生成的海马体感兴趣区(ROI)的 VBM 标准和 DARTEL 配准同时进行。与对照组相比,所有正常化的海马体测量值在 AD 中均显著降低(20-30%;p<0.001)。逻辑回归分析还显示,在调整年龄、性别和教育因素后,所有正常化测量值对 AD 发生率的预测均具有显著影响(优势比范围为 88.2%至 94.0%)。手动 RH 和 LH 体积、标准 RH-ROI 和 LH-ROI VBM、DARTEL RH-ROI 和 LH-ROI VBM 的总体预测准确率分别为 87.2%、84.6%、87.2%、76.9%、87.2%和 87.2%。作为成像生物标志物,DARTEL 和标准配准的 VBM 与手动海马体体积测量在区分 AD 与认知正常老年人方面具有相似的高效性。

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