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肝硬化患者小世界网络效率受损和动态功能分布异常。

Impaired small-world network efficiency and dynamic functional distribution in patients with cirrhosis.

机构信息

Department of Biomedical Imaging and Radiological Sciences, National Yang-Ming University, Taipei, Taiwan.

出版信息

PLoS One. 2012;7(5):e35266. doi: 10.1371/journal.pone.0035266. Epub 2012 May 1.

Abstract

Hepatic encephalopathy (HE) is a complex neuropsychiatric syndrome and a major complication of liver cirrhosis. Dysmetabolism of the brain, related to elevated ammonia levels, interferes with intercortical connectivity and cognitive function. For evaluation of network efficiency, a 'small-world' network model can quantify the effectiveness of information transfer within brain networks. This study aimed to use small-world topology to investigate abnormalities of neuronal connectivity among widely distributed brain regions in patients with liver cirrhosis using resting-state functional magnetic resonance imaging (rs-fMRI). Seventeen cirrhotic patients without HE, 9 with minimal HE, 9 with overt HE, and 35 healthy controls were compared. The interregional correlation matrix was obtained by averaging the rs-fMRI time series over all voxels in each of the 90 regions using the automated anatomical labeling model. Cost and correlation threshold values were then applied to construct the functional brain network. The absolute and relative network efficiencies were calculated; quantifying distinct aspects of the local and global topological network organization. Correlations between network topology parameters, ammonia levels, and the severity of HE were determined using linear regression and ANOVA. The local and global topological efficiencies of the functional connectivity network were significantly disrupted in HE patients; showing abnormal small-world properties. Alterations in regional characteristics, including nodal efficiency and nodal strength, occurred predominantly in the association, primary, and limbic/paralimbic regions. The degree of network organization disruption depended on the severity of HE. Ammonia levels were also significantly associated with the alterations in local network properties. Results indicated that alterations in the rs-fMRI network topology of the brain were associated with HE grade; and that focal or diffuse lesions disturbed the functional network to further alter the global topology and efficiency of the whole brain network. These findings provide insights into the functional changes in the human brain in HE.

摘要

肝性脑病(HE)是一种复杂的神经精神综合征,也是肝硬化的主要并发症。与氨水平升高相关的脑代谢紊乱会干扰皮质间的连通性和认知功能。为了评估网络效率,可以使用“小世界”网络模型来量化脑网络内信息传递的有效性。本研究旨在使用静息态功能磁共振成像(rs-fMRI),通过小世界拓扑结构研究肝硬化患者广泛分布的脑区之间神经元连通的异常。将 17 名无 HE 的肝硬化患者、9 名轻微 HE 患者、9 名显性 HE 患者和 35 名健康对照者进行比较。使用自动解剖标记模型,通过对每个 90 个区域中的所有体素的 rs-fMRI 时间序列进行平均,获得区域间相关矩阵。然后应用成本和相关阈值构建功能脑网络。计算绝对和相对网络效率;量化局部和全局拓扑网络组织的不同方面。使用线性回归和 ANOVA 确定网络拓扑参数、氨水平与 HE 严重程度之间的相关性。HE 患者的功能连接网络的局部和全局拓扑效率显著受损,表现出异常的小世界特性。区域特征的改变,包括节点效率和节点强度,主要发生在联合、初级和边缘/边缘区。网络组织破坏的程度取决于 HE 的严重程度。氨水平也与局部网络特性的改变显著相关。结果表明,脑 rs-fMRI 网络拓扑的改变与 HE 程度有关;局灶性或弥漫性病变干扰功能网络,进一步改变整个大脑网络的全局拓扑和效率。这些发现为 HE 患者大脑的功能变化提供了深入的了解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/16f1/3341390/3b7ddbcf57a5/pone.0035266.g001.jpg

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