Lower aperiodic EEG activity is associated with reduced verbal fluency performance across adulthood

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.

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Publication Details

Journal
Neurobiology of Aging
Published
2025-04-06
DOI
https://doi.org/10.1016/j.neurobiolaging.2025.03.013
Citations
7
Primary Topic
Neural dynamics and brain function
Type
article
Field-Weighted Citation Impact
10.02
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article

Lower aperiodic EEG activity is associated with reduced verbal fluency performance across adulthood

Daniel J. McKeown, Anna J Finley, Oliver Baumann, Ahmed A. Moustafa et al.
7 citations
Neurobiology of Aging
Neural dynamics and brain function
10.02
article

Lower aperiodic EEG activity is associated with reduced verbal fluency performance across adulthood

Daniel J. McKeown, Anna J Finley, Oliver Baumann, Ahmed A. Moustafa, Victor Roger Schinazi, Nicholas J. Kelley, Douglas J. Angus, Emily Roberts, Hannah A. D. Keage
article en
7 citations

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.

Neurobiology of AgingVol. 151
University of Southampton (GB), North Dakota State University (US)
Quality Education
Openalex Percentile: Top 2%
Neural dynamics and brain function
10.02
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