Department of Psychiatry, University Medical Center Utrecht, Brain Center Rudolf Magnus, 3508 GA Utrecht, The Netherlands.
J Neurosci. 2013 Aug 7;33(32):12929-39. doi: 10.1523/JNEUROSCI.1448-13.2013.
Macroscopic brain networks have been shown to display several properties of an efficient communication architecture. In light of global communication, the formation of a densely connected neural "rich club" of hubs is of particular interest, because brain hubs have been suggested to play a key role in enabling short communication pathways within neural networks. Here, analyzing the cat connectome as reconstructed from tract tracing data (Scannell et al., 1995), we provide several lines of evidence of an important role of the structural rich club to interlink functional domains. First, rich club hub nodes were found to be mostly present at the boundaries between functional communities and well represented among intermodule hubs, displaying a diverse connectivity profile. Second, rich club connections, linking nodes of the rich club, and feeder connections, linking non-rich club nodes to rich club nodes, were found to comprise 86% of the intermodule connections, whereas local connections between peripheral nodes mostly spanned between nodes of the same functional community. Third, almost 90% of all intermodule communication paths were found to follow a sequence or "path motif" that involved rich club or feeder edges and thus traversed a rich club node. Together, our findings provide evidence of the structural rich club to form a central infrastructure for intermodule communication in the brain.
宏观大脑网络被证明具有高效通信架构的几个特性。就全局通信而言,密集连接的神经“丰富俱乐部”枢纽的形成尤其引人注目,因为大脑枢纽被认为在使神经网络内的短通信路径成为可能方面发挥着关键作用。在这里,我们分析了从轨迹追踪数据重建的猫连接组(Scannell 等人,1995),提供了几条证据表明结构丰富俱乐部在连接功能域方面起着重要作用。首先,发现丰富俱乐部枢纽节点主要存在于功能社区之间的边界处,并且在模块间枢纽中很好地代表,显示出多样化的连接模式。其次,发现丰富俱乐部连接(连接丰富俱乐部节点)和馈送连接(将非丰富俱乐部节点连接到丰富俱乐部节点)构成了模块间连接的 86%,而外围节点之间的本地连接主要跨越同一功能社区的节点。第三,发现几乎 90%的所有模块间通信路径都遵循一种序列或“路径模式”,该模式涉及丰富俱乐部或馈送边缘,因此穿过一个丰富俱乐部节点。总之,我们的发现为结构丰富俱乐部在大脑模块间通信中形成中央基础设施提供了证据。