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主观认知下降和轻度认知障碍中形态学脑网络组织的紊乱。

Disrupted morphological brain network organization in subjective cognitive decline and mild cognitive impairment.

机构信息

Medical College of Guangxi University, Guangxi University, Nanning, Guangxi, China.

Department of Radiology, the People's Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Science, Nanning, Guangxi, China.

出版信息

Brain Imaging Behav. 2024 Apr;18(2):387-395. doi: 10.1007/s11682-023-00839-6. Epub 2023 Dec 26.

Abstract

We aim to investigate the alterations in gray matter for subjective cognitive decline (SCD) and mild cognitive impairment (MCI) from the perspective of the human connectome. High-resolution T1-weighted images were acquired from 54 patients with SCD, 95 patients with MCI, and 65 healthy controls (HC). Morphological brain networks (MBN) were constructed using similarities in the distribution of gray matter volumes between regions. The strength of morphological connections and topographic metrics derived from the graph-theoretical analysis were compared. Furthermore, we assessed the relationship between the observed morphological abnormalities and disease severity. According to the results, we found a significantly decreased morphological connection between the somatomotor network and ventral attention network in SCD compared to HC and MCI compared to SCD. The graph-theoretic analysis illustrated disruptions in the whole network organization, where the normalized shortest path increased and the global efficiency (Eg) decreased in MCI compared to SCD. In addition, Montreal Cognitive Assessment scores of SCD patients had a significantly negative correlation with Eg. The primary limitations of the present study include the cross-sectional design, no enrolled AD patients, no assessment of amyloidosis, and the need for more comprehensive neuropsychological tests. Our findings indicate the abnormalities of morphological networks at early stages in the AD continuum, which could be interpreted as compensatory changes to retain a normal level of cognitive function. The present study could provide new insight into the mechanism of AD.

摘要

我们旨在从人类连接组学的角度探讨主观认知下降(SCD)和轻度认知障碍(MCI)的灰质变化。从 54 名 SCD 患者、95 名 MCI 患者和 65 名健康对照者(HC)中获取高分辨率 T1 加权图像。使用区域间灰质体积分布相似性构建形态脑网络(MBN)。比较形态连接的强度和来自图论分析的地形度量。此外,我们评估了观察到的形态异常与疾病严重程度之间的关系。根据结果,我们发现 SCD 患者的躯体运动网络和腹侧注意网络之间的形态连接明显低于 HC 和 MCI 患者的 SCD。图论分析表明,与 SCD 相比,MCI 患者的整个网络组织中断,标准化最短路径增加,全局效率(Eg)降低。此外,SCD 患者的蒙特利尔认知评估分数与 Eg 呈显著负相关。本研究的主要局限性包括横断面设计、未纳入 AD 患者、未评估淀粉样变性以及需要更全面的神经心理学测试。我们的研究结果表明,AD 连续体早期阶段的形态网络异常,这可以解释为保持正常认知功能水平的代偿性变化。本研究可以为 AD 的发病机制提供新的见解。

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