Department of Biomedical Engineering, Çorlu Engineering Faculty, Namık Kemal University, 59450 Çorlu, Tekirdağ, Turkey.
Ann Biomed Eng. 2011 May;39(5):1493-504. doi: 10.1007/s10439-011-0258-9. Epub 2011 Feb 1.
This study analyzes the connectivity pattern of the default mode network (DMN) in patients with Alzheimer's disease (AD) in comparison with young and elderly controls using the minimum spanning tree (MST). This tree is a tool from graph theory and connects all the nodes of a graph with the minimum cost. The findings revealed that the alterations of the basic structure represented by the MST might provide valuable insights about the physiopathology of the disease. Additionally, by making use of the MST for functionally clustering the DMN, it was shown that the functional subnetworks comprising the DMN differed among the three subject groups. Nonetheless, there were intact prefrontal and temporal networks in elderly controls and AD patients, as well. The analysis shows that although the topologies of the MST characterized by the degree distributions do not differ significantly among the groups, the DMN of the AD patients exhibits a higher segregation, insomuch that posterior cingulate/precuneus and hippocampus/parahippocampus are heavily isolated from rest of the network. We conclude that the MST can be used effectively for analyzing cortical networks.
本研究采用最小生成树(MST)分析了阿尔茨海默病(AD)患者与年轻和老年对照组默认模式网络(DMN)的连接模式。该树是图论中的一种工具,用最小成本连接一个图的所有节点。研究结果表明,MST 所代表的基本结构的改变可能为该疾病的病理生理学提供有价值的见解。此外,通过使用 MST 对 DMN 进行功能聚类,表明包括 DMN 的功能子网在三组受试者之间存在差异。然而,在老年对照组和 AD 患者中,额前和颞叶网络仍然完整。分析表明,尽管各组之间的 MST 拓扑特征的度分布没有显著差异,但 AD 患者的 DMN 表现出更高的分离度,以至于后扣带回/楔前叶和海马/海马旁回与网络的其余部分严重隔离。我们得出结论,MST 可有效用于分析皮质网络。