Social, Life, and Engineering Sciences Imaging Center, The Pennsylvania State University, USA.
Social, Life, and Engineering Sciences Imaging Center, The Pennsylvania State University, USA; Department of Psychology, The Pennsylvania State University, USA.
Neuropsychologia. 2021 Apr 16;154:107784. doi: 10.1016/j.neuropsychologia.2021.107784. Epub 2021 Feb 8.
Neuroimaging studies often either look at functional activation in response to an explicit task, or functional connectivity (i.e., interregional correlations) during resting-state. Few studies have looked at the intensity of brain activity or its relationship with age, behavior, and language. The current study investigated both intensity (i.e., the Amplitude of Low-Frequency Fluctuations, ALFF) and the functional connectivity of spontaneous brain activity during rest and their relationship with age and language. A life-span sample of individuals (N = 152) completed a battery of neuropsychological tests to assess basic cognitive functions and resting-state functional MRI data to assess spontaneous brain activity. Focusing on an extend language network, the mean ALFF and total degree were calculated for this network. We found that increased age was associated with more intense activity (i.e., higher ALFF) but lower within-network connectivity. Additionally, these increases in activity within the language network during resting-state were related to worse language ability, particularly in younger adults, supporting a dedifferentiation account of cognition. Our results support the utility of using resting-state data as an indicator of cognition and support the role of ALFF as a potential biomarker in characterizing the relationships between resting-state brain activity, age, and cognition.
神经影像学研究通常要么关注对明确任务的功能激活,要么关注静息状态下的功能连接(即区域间相关性)。很少有研究关注大脑活动的强度及其与年龄、行为和语言的关系。本研究同时调查了静息时大脑活动的强度(即低频振幅的幅度,ALFF)和功能连接及其与年龄和语言的关系。一个跨越整个生命周期的个体样本(N=152)完成了一系列神经心理学测试,以评估基本认知功能,并进行静息状态功能磁共振成像数据以评估自发脑活动。研究人员关注扩展的语言网络,计算了该网络的平均 ALFF 和总度数。研究发现,年龄的增加与更强烈的活动(即更高的 ALFF)相关,但与网络内的连接性降低相关。此外,在静息状态下,语言网络中这种活动的增加与语言能力较差有关,特别是在年轻成年人中,这支持了认知去分化的观点。研究结果支持将静息状态数据用作认知指标的效用,并支持 ALFF 作为描述静息状态脑活动、年龄和认知之间关系的潜在生物标志物的作用。