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The development of brain network architecture

机译:脑网络架构的发展

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摘要

Brain connectivity shows protracted development throughout childhood and adolescence, and, as such, the topology of brain networks changes during this period. The complexity of these changes with development is reflected by regional differences in maturation. This study explored age‐related changes in network topology and regional developmental patterns during childhood and adolescence. We acquired two sets of Diffusion Weighted Imaging‐scans and anatomical T1‐weighted scans. The first dataset included 85 typically developing individuals (53 males; 32 females), aged between 7 and 23 years and was acquired on a Philips Achieva 1.5 Tesla scanner. A second dataset (  = 38) was acquired on a different (but identical) 1.5 T scanner and was used for independent replication of our results. We reconstructed whole brain networks using tractography. We operationalized fiber tract development as changes in mean diffusivity and radial diffusivity with age. Most fibers showed maturational changes in mean and radial diffusivity values throughout childhood and adolescence, likely reflecting increasing white matter integrity. The largest age‐related changes were observed in association fibers within and between the frontal and parietal lobes. Furthermore, there was a simultaneous age‐related decrease in average path length (  P P = 0.001), which may reflect fine‐tuning of topological organization. These results suggest a sequential maturational model where connections between unimodal regions strengthen in childhood, followed by connections from these unimodal regions to association regions, while adolescence is characterized by the strengthening of connections between association regions within the frontal and parietal cortex. . ©
机译:大脑的连通性显示出整个童年和青春期的持续发展,因此,在此期间,大脑网络的拓扑结构发生了变化。这些变化随着发展的复杂性反映在成熟度的区域差异上。这项研究探讨了在儿童和青少年时期网络拓扑结构和区域发展模式与年龄相关的变化。我们获得了两组扩散加权成像扫描和解剖T1加权扫描。第一个数据集包括85名典型的发育中的个体(53名男性; 32名女性),年龄在7至23岁之间,是通过Philips Achieva 1.5 Tesla扫描仪获得的。在另一个(但相同)的1.5 T扫描仪上采集了第二个数据集(= 38),并用于我们的结果的独立复制。我们使用束摄影术重建了整个大脑网络。随着年龄的增长,平均扩散率和径向扩散率的变化使纤维束的发展成为可能。大多数纤维在整个童年和青春期均显示出平均和径向扩散率值的成熟变化,这可能反映了白质完整性的提高。在额叶和顶叶之间和之间的缔合纤维中观察到最大的年龄相关变化。此外,与年龄相关的平均路径长度同时减少(P P = 0.001),这可能反映了拓扑组织的微调。这些结果表明了一个顺序成熟模型,其中单峰区域之间的联系在童年时期得到加强,随后这些单峰区域与交往区域之间的联系得到增强,而青春期的特征是额叶和顶叶皮质的交往区域之间的联系得到加强。 。 ©

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