Huang Hao, Shu Ni, Mishra Virendra, Jeon Tina, Chalak Lina, Wang Zhiyue J, Rollins Nancy, Gong Gaolang, Cheng Hua, Peng Yun, Dong Qi, He Yong
Advanced Imaging Research Center Department of Radiology.
State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, China Center for Collaboration and Innovation in Brain and Learning Sciences, Beijing Normal University, Beijing 100875, China.
Cereb Cortex. 2015 May;25(5):1389-404. doi: 10.1093/cercor/bht335. Epub 2013 Dec 11.
During human brain development through infancy and childhood, microstructural and macrostructural changes take place to reshape the brain's structural networks and better adapt them to sophisticated functional and cognitive requirements. However, structural topological configuration of the human brain during this specific development period is not well understood. In this study, diffusion magnetic resonance image (dMRI) of 25 neonates, 13 toddlers, and 25 preadolescents were acquired to characterize network dynamics at these 3 landmark cross-sectional ages during early childhood. dMRI tractography was used to construct human brain structural networks, and the underlying topological properties were quantified by graph-theory approaches. Modular organization and small-world attributes are evident at birth with several important topological metrics increasing monotonically during development. Most significant increases of regional nodes occur in the posterior cingulate cortex, which plays a pivotal role in the functional default mode network. Positive correlations exist between nodal efficiencies and fractional anisotropy of the white matter traced from these nodes, while correlation slopes vary among the brain regions. These results reveal substantial topological reorganization of human brain structural networks through infancy and childhood, which is likely to be the outcome of both heterogeneous strengthening of the major white matter tracts and pruning of other axonal fibers.
在人类从婴儿期到童年期的大脑发育过程中,微观结构和宏观结构会发生变化,以重塑大脑的结构网络,使其更好地适应复杂的功能和认知需求。然而,人们对人类大脑在这一特定发育时期的结构拓扑构型了解并不充分。在本研究中,采集了25名新生儿、13名幼儿和25名青春期前儿童的扩散磁共振图像(dMRI),以表征幼儿期这三个具有里程碑意义的横断面年龄阶段的网络动态。利用dMRI纤维束成像构建人类大脑结构网络,并通过图论方法对其潜在的拓扑特性进行量化。模块化组织和小世界属性在出生时就很明显,并且在发育过程中有几个重要的拓扑指标单调增加。区域节点的最显著增加发生在后扣带回皮质,它在功能默认模式网络中起关键作用。从这些节点追踪的白质的节点效率与分数各向异性之间存在正相关,而相关斜率在不同脑区有所不同。这些结果揭示了人类大脑结构网络在婴儿期和童年期的大量拓扑重组,这可能是主要白质束的异质性强化和其他轴突纤维修剪的共同结果。