Lower Aperiodic EEG Activity is Associated with Reduced Verbal Fluency Performance Across Adulthood

Daniel J McKeown*, Emily Roberts, Anna Finley, Nicholas Kelley, Hannah Keage, Victor R Schinazi, Oliver Baumann, Ahmed A Moustafa, Douglas J Angus

*Corresponding author for this work

Research output: Contribution to journalArticleResearchpeer-review

Abstract

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.
Original languageEnglish
Pages (from-to)29-41
Number of pages13
JournalNeurobiology of Aging
Volume151
DOIs
Publication statusPublished - Jul 2025

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