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阿尔茨海默病和遗忘型轻度认知障碍中海马体的体积及结构连接性改变

Altered Volume and Structural Connectivity of the Hippocampus in Alzheimer's Disease and Amnestic Mild Cognitive Impairment.

作者信息

Feng Feng, Huang Weijie, Meng Qingqing, Hao Weijun, Yao Hongxiang, Zhou Bo, Guo Yan'e, Zhao Cui, An Ningyu, Wang Luning, Huang Xusheng, Zhang Xi, Shu Ni

机构信息

Department of Neurology, First Medical Center, Chinese PLA General Hospital, Beijing, China.

Department of Neurology, PLA Rocket Force Characteristic Medical Center, Beijing, China.

出版信息

Front Aging Neurosci. 2021 Oct 5;13:705030. doi: 10.3389/fnagi.2021.705030. eCollection 2021.

Abstract

: Hippocampal atrophy is a characteristic of Alzheimer's disease (AD). However, alterations in structural connectivity (number of connecting fibers) between the hippocampus and whole brain regions due to hippocampal atrophy remain largely unknown in AD and its prodromal stage, amnestic mild cognitive impairment (aMCI). : We collected high-resolution structural MRI (sMRI) and diffusion tensor imaging (DTI) data from 36 AD patients, 30 aMCI patients, and 41 normal control (NC) subjects. First, the volume and structural connectivity of the bilateral hippocampi were compared among the three groups. Second, correlations between volume and structural connectivity in the ipsilateral hippocampus were further analyzed. Finally, classification ability by hippocampal volume, its structural connectivity, and their combination were evaluated. : Although the volume and structural connectivity of the bilateral hippocampi were decreased in patients with AD and aMCI, only hippocampal volume correlated with neuropsychological test scores. However, positive correlations between hippocampal volume and ipsilateral structural connectivity were displayed in patients with AD and aMCI. Furthermore, classification accuracy (ACC) was higher in AD vs. aMCI and aMCI vs. NC by the combination of hippocampal volume and structural connectivity than by a single parameter. The highest values of the area under the receiver operating characteristic (ROC) curve (AUC) in every two groups were all obtained by combining hippocampal volume and structural connectivity. : Our results showed that the combination of hippocampal volume and structural connectivity (number of connecting fibers) is a new perspective for the discrimination of AD and aMCI.

摘要

海马萎缩是阿尔茨海默病(AD)的一个特征。然而,在AD及其前驱期——遗忘型轻度认知障碍(aMCI)中,由于海马萎缩导致的海马与全脑区域之间结构连接性(连接纤维数量)的改变在很大程度上仍不清楚。

我们收集了36例AD患者、30例aMCI患者和41名正常对照(NC)受试者的高分辨率结构MRI(sMRI)和扩散张量成像(DTI)数据。首先,比较三组中双侧海马的体积和结构连接性。其次,进一步分析同侧海马体积与结构连接性之间的相关性。最后,评估海马体积、其结构连接性及其组合的分类能力。

虽然AD和aMCI患者双侧海马的体积和结构连接性均降低,但只有海马体积与神经心理学测试得分相关。然而,AD和aMCI患者的海马体积与同侧结构连接性之间显示出正相关。此外,与单一参数相比,海马体积和结构连接性的组合在AD与aMCI以及aMCI与NC的分类准确性(ACC)更高。每组两两之间的受试者操作特征(ROC)曲线下面积(AUC)的最高值均通过海马体积和结构连接性的组合获得。

我们的结果表明,海马体积和结构连接性(连接纤维数量)的组合是区分AD和aMCI的一个新视角。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2b4d/8524052/202b2a13c05c/fnagi-13-705030-g0001.jpg

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