静息状态和任务激活功能MRI网络的年龄相关变化

S. Chen, Chiao-Yi Wu, R. Lua, M. Miyakoshi, T. Nakai
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引用次数: 5

摘要

功能磁共振成像(fMRI)显示的静息状态网络(RSNs)已经被一致和可靠地识别出来。其中,默认模式网络(DMN)已被研究得最充分,并显示出与年龄相关的功能连接减少和认知的负面影响。还有另外两个不同的rsn,突出网络(SN)和执行控制网络(ECN),显示在功能磁共振成像任务中共同激活。在健康衰老过程中,SN被认为与认知能力下降有关,然而,这三种rsn之间的年龄相关动态尚不清楚。本研究采用数据驱动的独立成分分析(ICA)和功能网络连接(FNC)对日本和新加坡的年轻人和老年人静息状态fMRI时的DMN、SN和ECN进行了检测。我们进一步研究了DMN和SN的功能连通性在不同认知需求任务中是否存在差异。有趣的是,在静息状态fMRI中,老年人的内在活动增加,偏离了预期的DMN、SN和ECN,并且相对于年轻人,SN前部的功能连通性增加。任务功能磁共振成像显示,老年人的视觉和运动处理初级网络的激活减少,而与任务相关的高级认知过程的活动增加。然而,任务fMRI的DMN和SN显示,老年人的活动持续增加,转移到预期区域之外。年轻人和老年人在功能连接上的差异在不同的任务中有所不同。与年轻人相比,老年人的相关成分对数量略少,这表明随着年龄的增长,功能网络的完整性有所下降。目前的研究表明,静息状态数据可以使用ICA结合两个位点,以及使用DMN和SN作为可靠的网络来检查休息和任务fMRI中与年龄相关的变化。了解这些网络与衰老相关的动态将为增强认知以及检测病理性衰退提供潜在的神经成像标记。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Age-related changes in resting-state and task-activated functional MRI networks
Resting-State Networks (RSNs) shown in functional magnetic resonance imaging (fMRI) have been consistently and reliably identified. Amongst these, the Default Mode Network (DMN) has been most well researched and shown to have age-related decrease in functional connectivity and negative consequences for cognition. There are two other distinct RSNs, Salience Network (SN) and Executive Control Network (ECN), shown to co-activate during fMRI tasks. The SN has been suggested to be correlated with cognitive decline in healthy aging, however, the age-related dynamics between these three RSNs are not well understood. The current study examined the DMN, SN and ECN during resting-state fMRI in young and elderly from Japan and Singapore using data-driven independent component analysis (ICA) and functional network connectivity (FNC). We further investigated if the functional connectivity of the DMN and SN varied across tasks of different cognitive demands between young and elderly. Interestingly, the elderly had increased intrinsic activity that deviated from the expected DMN, SN and ECN, and increased functional connectivity within the anterior SN relative to the young during resting-state fMRI. For task fMRI, the elderly showed decreased activation in the primary networks of visual and motor processing, and increased task related activity for higher cognitive processes. However, the DMN and SN for task fMRI revealed consistent increased activity shifted outside the expected regions for the elderly. Difference in functional connectivity between young and elderly was varied across tasks. The elderly had marginally less number of correlated component pairs compared to the young, suggesting a decline in functional network integrity in aging. The current study demonstrated that resting-state data could be combined across two sites using ICA, as well as the use of DMN and SN as reliable networks to examine age-related changes in rest and task fMRI. Understanding the dynamics of these networks in relation to aging will provide potential neuroimaging markers for enhancing cognition, as well as detecting pathological decline.
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