早期轻度认知障碍的多模态磁共振成像分析。

IF 3.4 3区 医学 Q2 NEUROSCIENCES
Shuai Xu, Yingao Fan, Chenglu Mao, Zheqi Hu, Zhiyuan Yang, Longjie Qu, Yun Xu, Linjie Yu, Xiaolei Zhu
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引用次数: 0

摘要

背景:早期轻度认知障碍(EMCI)代表痴呆的前驱阶段,早期发现对于延缓痴呆进展至关重要。然而,准确识别其神经影像学特征仍然具有挑战性。目的:应用多模态磁共振成像(MRI)技术综合评价EMCI的结构和功能神经影像学改变。方法:从阿尔茨海默病神经影像学倡议(ADNI)纳入111名参与者:36名认知正常(CN), 30名EMCI, 32名晚期轻度认知障碍(LMCI), 13名阿尔茨海默病(AD)。采用FreeSurfer软件对海马和杏仁核亚区进行分割。使用脑成像数据处理与分析工具箱对低频波动幅度(ALFF)、分数ALFF (fALFF)、区域均匀性(ReHo)和功能连通性进行处理。利用图论网络分析工具箱对全局泛函网络进行评价。结果:与EMCI组相比,AD组海马和杏仁核大部分亚区体积减小。EMCI组与AD组右脑岛fALFF区和双侧尾状核区ReHo区差异有统计学意义。EMCI组左侧海马与右侧颞下回(与CN相比)、左侧颞下回(与LMCI相比)和小脑小腿8(与AD相比)之间表现出更强的功能连通性。EMCI组右海马与左前扣带回的连通性较AD组强。网络指标在这些组之间没有显着差异,但都表现出小世界特性。结论:多模态MRI分析揭示了EMCI的神经影像学特征,促进了对EMCI神经影像学改变机制的理解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multimodal magnetic resonance imaging analysis of early mild cognitive impairment.

Background: Early mild cognitive impairment (EMCI) represents a prodromal stage of dementia, and early detection is crucial for delaying dementia progression. However, accurately identifying its neuroimaging features remains challenging.

Objective: To comprehensively evaluate structural and functional neuroimaging changes in EMCI using multimodal magnetic resonance imaging (MRI) techniques.

Methods: One hundred and eleven participants were included from the Alzheimer's Disease Neuroimaging Initiative (ADNI): 36 with cognitively normal (CN), 30 with EMCI, 32 with late mild cognitive impairment (LMCI), and 13 with Alzheimer's disease (AD). FreeSurfer software was employed to segment hippocampal and amygdala subregions. The amplitude of low-frequency fluctuation (ALFF), fractional ALFF (fALFF), regional homogeneity (ReHo), and functional connectivity were processed using Data Processing & Analysis for Brain Imaging toolbox. Graph Theoretical Network Analysis toolbox was utilized to evaluate global functional network.

Results: The volume of most hippocampal and amygdala subregions was decreased in AD group than those of EMCI group in structural MRI. Significant differences were found between EMCI and AD group in fALFF (right insula) and ReHo (bilateral caudate regions). EMCI group exhibited stronger functional connectivity between left hippocampus and right inferior temporal gyrus (compared to CN), left inferior temporal gyrus (compared to LMCI), and cerebellum crus 8 (compared to AD). EMCI group exhibited stronger connectivity between right hippocampus and left anterior cingulate gyrus compared to AD. Network metrics showed no significant differences among these groups, but all exhibited small-world properties.

Conclusions: Multimodal MRI analysis revealed the neuroimaging characteristics of EMCI and promoted the understanding of the mechanisms underlying neuroimaging changes in EMCI.

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来源期刊
Journal of Alzheimer's Disease
Journal of Alzheimer's Disease 医学-神经科学
CiteScore
6.40
自引率
7.50%
发文量
1327
审稿时长
2 months
期刊介绍: The Journal of Alzheimer''s Disease (JAD) is an international multidisciplinary journal to facilitate progress in understanding the etiology, pathogenesis, epidemiology, genetics, behavior, treatment and psychology of Alzheimer''s disease. The journal publishes research reports, reviews, short communications, hypotheses, ethics reviews, book reviews, and letters-to-the-editor. The journal is dedicated to providing an open forum for original research that will expedite our fundamental understanding of Alzheimer''s disease.
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