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阿尔茨海默病、轻度认知障碍和认知正常个体在扩散峰度成像上脑微观结构改变的比较。

Comparison of brain microstructure alterations on diffusion kurtosis imaging among Alzheimer's disease, mild cognitive impairment, and cognitively normal individuals.

作者信息

Chu Xiaoqi, Wu Peng, Yan Hongting, Chen Xuejing, Fan Liting, Wu Zheng, Tao Chunmei, Ma Yue, Fu Yu, Guo Yunchu, Dong Yang, Yang Chao, Ge Yusong

机构信息

Department of Neurology, Second Affiliated Hospital of Dalian Medical University, Dalian, China.

School of Medicine, Nankai University, Tianjin, China.

出版信息

Front Aging Neurosci. 2022 Aug 12;14:919143. doi: 10.3389/fnagi.2022.919143. eCollection 2022.

Abstract

OBJECTIVE

Our study aimed to explore the differences in brain microstructure in patients with Alzheimer's disease (AD) and with mild cognitive impairment (MCI) and in individuals with normal cognition using diffusion kurtosis imaging (DKI) to identify a potential non-invasive biomarker of AD.

MATERIALS AND METHODS

A total of 61 subjects were included in our study, including 20 subjects diagnosed with AD, 21 patients diagnosed with amnestic MCI, and 20 cognitively normal individuals. We acquired magnetic resonance imaging (MRI) scans, and DKI images were processed. Twelve regions of interest were drawn, and various parameters were measured and analyzed using SPSS version 11.0 software.

RESULTS

Comparative analysis showed that differences in brain regions in terms of mean diffusion (MD) and mean kurtosis (MK) between groups were the most marked. Precuneus MD, temporal MK, precuneus MK, and hippocampal MK were significantly correlated with neuropsychological test scores. Hippocampal MK showed the strongest correlation with the medial temporal lobe atrophy score ( = -0.510), and precuneus MD had the strongest correlation with the Koedam score ( = 0.463). The receiver operating curve analysis revealed that hippocampal MK exhibited better diagnostic efficacy than precuneus MD for comparisons between any group pair.

CONCLUSION

DKI is capable of detecting differences in brain microstructure between patients with AD, patients with MCI, and cognitively normal individuals. Moreover, it compensates for the deficiencies of conventional MRI in detecting pathological changes in microstructure before the appearance of macroscopic atrophy. Hippocampus MK was the most sensitive single parameter map for differentiating patients with AD, patients with MCI, and cognitively normal individuals.

摘要

目的

我们的研究旨在利用扩散峰度成像(DKI)探索阿尔茨海默病(AD)患者、轻度认知障碍(MCI)患者以及认知正常个体的脑微观结构差异,以确定一种潜在的AD非侵入性生物标志物。

材料与方法

我们的研究共纳入61名受试者,包括20名被诊断为AD的受试者、21名被诊断为遗忘型MCI的患者以及20名认知正常个体。我们进行了磁共振成像(MRI)扫描,并对DKI图像进行了处理。绘制了12个感兴趣区域,并使用SPSS 11.0版软件测量和分析了各种参数。

结果

比较分析表明,组间在平均扩散率(MD)和平均峰度(MK)方面的脑区差异最为显著。楔前叶MD、颞叶MK、楔前叶MK和海马体MK与神经心理学测试分数显著相关。海马体MK与内侧颞叶萎缩评分的相关性最强(r = -0.510),楔前叶MD与Koedam评分的相关性最强(r = 0.463)。受试者工作特征曲线分析显示,在任何组间比较中,海马体MK的诊断效能均优于楔前叶MD。

结论

DKI能够检测出AD患者、MCI患者和认知正常个体之间的脑微观结构差异。此外,它弥补了传统MRI在检测宏观萎缩出现之前微观结构病理变化方面的不足。海马体MK是区分AD患者、MCI患者和认知正常个体最敏感的单一参数图。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cbd6/9416000/d635aecae9e4/fnagi-14-919143-g001.jpg

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