Rotman Research Institute, Canada.
The Hospital for Sick Children and Departments of Paediatrics and Psychology, University of Toronto, Canada.
Neuroimage. 2017 Dec;163:125-149. doi: 10.1016/j.neuroimage.2017.09.025. Epub 2017 Sep 14.
The human brain's intrinsic functional architecture reflects behavioural history and can help elucidate the neural mechanisms underlying age-related cognitive changes. To probe this issue, we used resting state (N = 586) and behavioural (N = 255) data from a lifespan sample and tested the interactions among ten intrinsic neural systems, derived from a well-established whole-brain parcellation. Our results revealed three distinguishable profiles, whose expression strengthened with increasing age and which characterized developmental differences in connectivity within the ten systems, between networks thought to underlie cognitive control and non-control systems, and among the non-control networks. The within-network connectivity profile was typified by decreased connectivity within two external processing networks (auditory/language and ventral attention). The non-control-to-non-control connectivity profile was typified by increased separation between networks involved in external processing, including language (dorsal attention, auditory) and those linked to internally generated cognitions and category learning (default mode, subcortical). Finally, the third connectivity profile was characterized by increased coupling of the three control networks (frontoparietal, salience, cingulo-opercular) with one another and with the remaining systems, particularly the subcortical and the two networks showing declining segregation with age. All three profiles showed significant associations with behavior during young adulthood, although these effects were less discernible during early development (before the age of 21) and degraded during late middle age and older adulthood. An exception to this trend was observed with respect to the within-network connectivity profile, whose "precocious" expression during early development predicted superior cognitive functioning. These findings thus help explain lifespan changes in the quality of mental processes, while also pointing to distinguishable mechanisms, which aid behavioural performance during different life stages.
人类大脑的内在功能结构反映了行为历史,可以帮助阐明与年龄相关的认知变化的神经机制。为了探究这个问题,我们使用了来自一个生命周期样本的静息状态(N=586)和行为数据(N=255),并测试了从一个成熟的全脑分割中得出的十个内在神经系统之间的相互作用。我们的结果揭示了三个可区分的特征,这些特征的表达随着年龄的增长而增强,并且这些特征刻画了十个系统内部连接的发展差异,刻画了被认为是认知控制和非控制系统基础的网络之间的差异,以及非控制网络之间的差异。网络内连接特征的特点是两个外部处理网络(听觉/语言和腹侧注意)内的连接减少。非控制到非控制的连接特征的特点是与外部处理相关的网络之间的分离增加,包括语言(背侧注意、听觉)和与内部产生的认知和类别学习相关的网络(默认模式、皮质下)。最后,第三个连接特征的特点是三个控制网络(额顶叶、突显、扣带-脑岛)之间以及与其余系统之间的耦合增加,特别是皮质下和两个随着年龄增长而分离的网络。所有三个特征都与年轻成年人的行为显著相关,尽管这些影响在早期发展(21 岁之前)中不太明显,并且在中年后期和老年期会退化。一个例外是关于网络内连接特征,它在早期发展中的“早熟”表达预测了更好的认知功能。这些发现有助于解释心理过程质量的寿命变化,同时也指出了不同的机制,这些机制有助于不同生命阶段的行为表现。