McKeown Daniel J, Roberts Emily, Finley Anna J, Kelley Nicholas J, Keage Hannah A D, Schinazi Victor R, Baumann Oliver, Moustafa Ahmed A, Angus Douglas J
School of Psychology, Faculty of Society and Design, Bond University, Gold Coast, Queensland 4229, Australia.
School of Psychology, Faculty of Society and Design, Bond University, Gold Coast, Queensland 4229, Australia.
Neurobiol Aging. 2025 Jul;151:29-41. doi: 10.1016/j.neurobiolaging.2025.03.013. Epub 2025 Apr 5.
Age-related cognitive decline associations with human electroencephalography (EEG) have previously focused on periodic activity. However, EEG primarily consists of non-oscillatory aperiodic activity, characterised with an exponent and offset value. In a secondary analysis of a cohort of 111 healthy participants aged 17 - 71 years, we examined the associations of the aperiodic exponent and offset in resting EEG with a battery of cognitive tests consisting of the Colour-Word Interference Test, Wechsler Adult Intelligence Scale IV Digit Span Test, Rey Auditory Learning Test, Delis-Kaplan Executive Function System Trail Making Test, and the Verbal Fluency Test. Using Principal Component Analysis and K-Means Clustering, we identified clusters of electrodes that exhibited similar aperiodic exponent and offset activity during resting-state eyes-closed EEG. Robust linear models were then used to model how aperiodic activity interacted with age and their associations with performance during each cognitive test. Offset by age interactions were identified for the Verbal Fluency Test, where smaller offsets were associated with poorer performance in adults as early as 33 years of age. Greater aperiodic activity is increasingly related to better verbal fluency performance with age in adulthood.
与人类脑电图(EEG)相关的年龄相关性认知衰退此前主要集中在周期性活动上。然而,脑电图主要由非振荡性的非周期性活动组成,其特征在于一个指数和偏移值。在对111名年龄在17至71岁之间的健康参与者进行的队列研究的二次分析中,我们通过一系列认知测试,包括色词干扰测试、韦氏成人智力量表第四版数字广度测试、雷伊听觉学习测试、德利斯-卡普兰执行功能系统连线测试和言语流畅性测试,研究了静息脑电图中非周期性指数和偏移与这些测试之间的关联。使用主成分分析和K均值聚类,我们确定了在静息闭眼脑电图期间表现出相似非周期性指数和偏移活动的电极簇。然后使用稳健线性模型来模拟非周期性活动如何与年龄相互作用以及它们与每项认知测试表现之间的关联。在言语流畅性测试中发现了年龄交互作用的偏移,早在33岁时,较小的偏移就与成年人较差的表现相关。在成年期,随着年龄的增长,更大的非周期性活动与更好的言语流畅性表现越来越相关。