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肝硬化合并轻微肝性脑病患者默认模式网络中动态功能连接的改变。

Altered dynamic functional connectivity in the default mode network in patients with cirrhosis and minimal hepatic encephalopathy.

作者信息

Chen Hua-Jun, Lin Hai-Long, Chen Qiu-Feng, Liu Peng-Fei

机构信息

Department of Radiology, Fujian Medical University Union Hospital, Fuzhou, 350001, China.

School of Information Science and Engineering, Central South University, Changsha, 410083, China.

出版信息

Neuroradiology. 2017 Sep;59(9):905-914. doi: 10.1007/s00234-017-1881-4. Epub 2017 Jul 13.

Abstract

PURPOSE

Abnormal brain intrinsic functional connectivity (FC) has been documented in minimal hepatic encephalopathy (MHE) by static connectivity analysis. However, changes in dynamic FC (dFC) remain unknown. We aimed to identify altered dFC within the default mode network (DMN) associated with MHE.

METHODS

Resting-state functional MRI data were acquired from 20 cirrhotic patients with MHE and 24 healthy controls. DMN seed regions were defined using seed-based FC analysis (centered on the posterior cingulate cortex (PCC)). Dynamic FC architecture was calculated using a sliding time-window method. K-means clustering (number of clusters = 2-4) was applied to estimate FC states.

RESULTS

When the number of clusters was 2, MHE patients presented weaker connectivity strengths compared with controls in states 1 and 2. In state 1, decreased FC strength was found between the PCC/precuneus (PCUN) and right medial temporal lobe (MTL)/bilateral lateral temporal cortex (LTC); left inferior parietal lobule (IPL) and right MTL/left LTC; right IPL and right MTL/bilateral LTC; right MTL and right LTC; and medial prefrontal cortex (MPFC) and right MTL/bilateral LTC. In state 2, reduced FC strength was observed between the PCC/PCUN and bilateral MTL/bilateral LTC; left IPL and left MTL/bilateral LTC/MPFC; and left LTC and right LTC. Altered connectivities from state 1 were correlated with patient cognitive performance. Similar findings were observed when the number of clusters was set to 3 or 4.

CONCLUSION

Aberrant dynamic DMN connectivity is an additional characteristic of MHE. Dynamic connectivity analysis offers a novel paradigm for understanding MHE-related mechanisms.

摘要

目的

通过静态连通性分析已证实在轻度肝性脑病(MHE)中存在异常的脑内固有功能连通性(FC)。然而,动态FC(dFC)的变化仍不清楚。我们旨在识别与MHE相关的默认模式网络(DMN)内dFC的改变。

方法

从20例患有MHE的肝硬化患者和24名健康对照者中获取静息态功能磁共振成像数据。使用基于种子的FC分析(以后扣带回皮质(PCC)为中心)定义DMN种子区域。使用滑动时间窗口方法计算动态FC结构。应用K均值聚类(聚类数 = 2 - 4)来估计FC状态。

结果

当聚类数为2时,MHE患者在状态1和状态2下与对照组相比表现出较弱的连通性强度。在状态1中,发现PCC/楔前叶(PCUN)与右侧内侧颞叶(MTL)/双侧外侧颞叶皮质(LTC)之间;左侧顶下小叶(IPL)与右侧MTL/左侧LTC之间;右侧IPL与右侧MTL/双侧LTC之间;右侧MTL与右侧LTC之间;以及内侧前额叶皮质(MPFC)与右侧MTL/双侧LTC之间的FC强度降低。在状态2中,观察到PCC/PCUN与双侧MTL/双侧LTC之间;左侧IPL与左侧MTL/双侧LTC/MPFC之间;以及左侧LTC与右侧LTC之间的FC强度降低。状态1中连通性的改变与患者认知表现相关。当聚类数设置为3或4时观察到类似结果。

结论

异常的动态DMN连通性是MHE的另一个特征。动态连通性分析为理解MHE相关机制提供了一种新的范例。

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