School of Data and Computer Science, Sun Yat-sen University, Guangzhou 510006, China.
Department of Radiology and BRIC, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.
Cereb Cortex. 2020 Oct 1;30(11):5626-5638. doi: 10.1093/cercor/bhaa128.
Uncovering the moment-to-moment dynamics of functional connectivity (FC) in the human brain during early development is crucial for understanding emerging complex cognitive functions and behaviors. To this end, this paper leveraged a longitudinal resting-state functional magnetic resonance imaging dataset from 51 typically developing infants and, for the first time, thoroughly investigated how the temporal variability of the FC architecture develops at the "global" (entire brain), "mesoscale" (functional system), and "local" (brain region) levels in the first 2 years of age. Our results revealed that, in such a pivotal stage, 1) the whole-brain FC dynamic is linearly increased; 2) the high-order functional systems tend to display increased FC dynamics for both within- and between-network connections, while the primary systems show the opposite trajectories; and 3) many frontal regions have increasing FC dynamics despite large heterogeneity in developmental trajectories and velocities. All these findings indicate that the brain is gradually reconfigured toward a more flexible, dynamic, and adaptive system with globally increasing but locally heterogeneous trajectories in the first 2 postnatal years, explaining why infants have rapidly developing high-order cognitive functions and complex behaviors.
揭示人类大脑在早期发育过程中功能连接(FC)的瞬息动态对于理解新兴的复杂认知功能和行为至关重要。为此,本文利用来自 51 名正常发育婴儿的纵向静息态功能磁共振成像数据集,首次全面研究了在生命的头 2 年中,FC 结构的时间变异性如何在“全局”(整个大脑)、“中尺度”(功能系统)和“局部”(脑区)水平上发展。我们的研究结果表明,在这样一个关键阶段:1)全脑 FC 动态呈线性增加;2)高阶功能系统倾向于表现出增加的内部和网络间连接的 FC 动态,而主要系统则表现出相反的轨迹;3)许多额叶区域具有增加的 FC 动态,尽管在发育轨迹和速度上存在很大的异质性。所有这些发现表明,在生命的头 2 年中,大脑逐渐向更灵活、更动态和更自适应的系统重新配置,表现出全局增加但局部异质性的轨迹,这解释了为什么婴儿具有快速发展的高阶认知功能和复杂行为。