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Alterations of Directional Connectivity among Resting-State Networks in Alzheimer Disease

机译:alterations of Directional Connectivity among Resting-state Networks in alzheimer Disease

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摘要

BACKGROUND AND PURPOSE: AD has been documented as a kind of disconnection syndrome by functional neuroimaging studies. The primary focus of this study was to examine, with the use of resting-state fMRI, whether AD would impact connectivity among RSNs. MATERIALS AND METHODS: Fourteen patients with AD and 16 NC were recruited and scanned by using resting-state fMRI. Group independent-component analysis and the BN learning approach were used, respectively, to separate the RSNs and construct the network-to-network connectivity patterns for each group. The convergence index for the special network DMN was measured. RESULTS: Three of the 4 connections were significantly lower in AD compared with NC. Although numerically the AD group had more connections, none was statistically different from that in the NC group except for 1 increased connection from the DMN to the DAN. The convergence index for the DMN node was lower in AD than in NC. CONCLUSIONS: Connections among cognitive networks in AD were more vulnerable to impairment than sensory networks. The DMN decreased its integration function for other RSNs but may also play a role in compensating for the disrupted connections in AD.
机译:背景与目的:功能神经影像学研究已证明AD是一种断开连接综合征。这项研究的主要重点是使用静止状态功能磁共振成像检查AD是否会影响RSN之间的连通性。材料与方法:招募14例AD和16 NC患者,并采用静息功能磁共振成像对其进行扫描。分别使用组独立组件分析和BN学习方法来分隔RSN,并为每个组构造网络到网络的连接模式。测量了专用网络DMN的收敛指数。结果:与NC相比,AD的4种连接中有3种显着降低。尽管从数字上讲AD组具有更多的连接,但从统计学上看,与NC组相比没有任何区别,只是从DMN到DAN的连接增加了1个。 DMN节点的收敛指数在AD中低于NC。结论:AD的认知网络之间的联系比感觉网络更容易受到损害。 DMN降低了其对其他RSN的集成功能,但也可能在补偿AD中中断的连接中发挥作用。

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