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基于体素的结构MRI形态测量法鉴别路易体痴呆与阿尔茨海默病:一项多中心研究

Differentiation Between Dementia With Lewy Bodies And Alzheimer's Disease Using Voxel-Based Morphometry Of Structural MRI: A Multicenter Study.

作者信息

Matsuda Hiroshi, Yokoyama Kota, Sato Noriko, Ito Kengo, Nemoto Kiyotaka, Oba Hiroshi, Hanyu Haruo, Kanetaka Hidekazu, Mizumura Sunao, Kitamura Shin, Shinotoh Hitoshi, Shimada Hitoshi, Suhara Tetsuya, Terada Hitoshi, Nakatsuka Tomoya, Kawakatsu Shinobu, Hayashi Hiroshi, Asada Takashi, Ono Tetsutaro, Goto Tomoaki, Shigemori Keiko

机构信息

Integrative Brain Imaging Center, National Center of Neurology and Psychiatry, Kodaira, Tokyo, Japan.

Department of Radiology, National Center Hospital of Neurology and Psychiatry, Kodaira, Tokyo, Japan.

出版信息

Neuropsychiatr Dis Treat. 2019 Sep 19;15:2715-2722. doi: 10.2147/NDT.S222966. eCollection 2019.

Abstract

BACKGROUND

The differential diagnosis of dementia with Lewy bodies (DLB) and Alzheimer's disease (AD) is particularly important because DLB patients respond better to cholinesterase inhibitors but sometimes exhibit sensitivity to neuroleptics, which may cause worsening of clinical status. Antemortem voxel-based morphometry (VBM) using structural MRI has previously revealed that patients with DLB have normal hippocampal volume, but atrophy in the dorsal mesopontine area.

OBJECTIVES

The aim of this multicenter study was to determine whether VBM of the brain stem in addition to that of medial temporal lobe structures improves the differential diagnosis of AD and DLB.

METHODS

We retrospectively chose 624 patients who were clinically diagnosed with either DLB (239 patients) or AD (385 patients) from 10 institutes using different MR scanners with different magnetic field strengths. In all cases, VBM was performed on 3D T1-weighted images. The degree of local atrophy was calculated using Z-score by comparison with a database of normal volumes of interest (VOIs) in medial temporal lobe (MTL) and the dorsal brain stem (DBS). The discrimination of DLB and AD was evaluated using Z-score values in these two VOIs. MRI data from 414 patients were used as the training data set to determine the classification criteria, with the MRI data from the remaining 210 patients used as the test data set.

RESULTS

The DLB and AD patients did not differ with respect to mean age or Mini-Mental State Examination scores. Z-index scores showed that there was significantly more atrophy in MTL of AD patients, compared to DLB patients and in DBS of DLB patients, compared to AD patients. The discrimination accuracies of VBM were 63.3% in the test data set and 73.4% in the training data set.

CONCLUSION

VBM of DBS in addition to that of MTL improves the differentiation of DLB and AD.

摘要

背景

路易体痴呆(DLB)和阿尔茨海默病(AD)的鉴别诊断尤为重要,因为DLB患者对胆碱酯酶抑制剂反应更好,但有时对神经阻滞剂敏感,这可能导致临床状况恶化。此前,使用结构MRI的基于体素的形态学测量(VBM)已显示,DLB患者海马体积正常,但中脑桥背侧区域萎缩。

目的

这项多中心研究的目的是确定除内侧颞叶结构外,脑干的VBM是否能改善AD和DLB的鉴别诊断。

方法

我们回顾性选取了624例临床诊断为DLB(239例)或AD(385例)的患者,这些患者来自10个机构,使用不同磁场强度的不同MR扫描仪。在所有病例中,对三维T1加权图像进行VBM。通过与内侧颞叶(MTL)和脑干背侧(DBS)正常感兴趣体积(VOI)数据库进行比较,使用Z评分计算局部萎缩程度。使用这两个VOI中的Z评分值评估DLB和AD的鉴别。将414例患者的MRI数据用作训练数据集以确定分类标准,其余210例患者的MRI数据用作测试数据集。

结果

DLB和AD患者在平均年龄或简易精神状态检查评分方面无差异。Z指数评分显示,与DLB患者相比,AD患者的MTL萎缩明显更多;与AD患者相比,DLB患者的DBS萎缩明显更多。VBM在测试数据集中的鉴别准确率为63.3%,在训练数据集中为73.4%。

结论

除MTL外,DBS的VBM可改善DLB和AD的鉴别。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f465/6757232/73af67c2ebf3/NDT-15-2715-g0001.jpg

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