Medication-Invariant Resting Aperiodic and Periodic Neural Activity in Parkinson's Disease

Daniel James McKeown, Manon Jones, Camilla Pihl, Anna Finley, Nicholas Kelley, Oliver Baumann, Victor Schinazi, Ahmed A Moustafa, James F Cavanagh, Douglas J Angus

Research output: Other contributionDiscipline Preprint RepositoryResearch

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Abstract

Parkinson’s Disease (PD) has been associated with greater total power in canonical frequency bands (i.e., alpha, beta) of the resting electroencephalogram (EEG). However, PD has also been associated with a reduction in the proportion of total power across all frequency bands. This discrepancy may be explained by aperiodic activity (exponent and offset) present across all frequency bands. Here, we examined differences in the eyes-open and eyes-closed resting EEG of PD participants (N = 26) on and off medication, and age-matched controls (CTL; N = 26). We extracted power from canonical frequency bands using traditional methods (total alpha and beta power) and extracted separate parameters for periodic (parameterized alpha and beta power) and aperiodic activity (exponent and offset). Cluster-based permutation tests over spatial and frequency dimensions indicated that total alpha and beta power, and aperiodic exponent and offset were greater in PD participants, independent of medication status. After removing the exponent and offset, greater alpha power in PD (vs. CTL) was only present in eyes-open recordings and no reliable differences in beta power were observed. Differences between PD and CTLs in the resting EEG are likely driven by aperiodic activity, suggestive of greater relative inhibitory neural activity and greater neuronal spiking. Our findings suggest that resting EEG activity in PD is characterized by medication-invariant differences in aperiodic activity which is independent of the increase in alpha power with EO. This highlights the importance of considering aperiodic activity contributions to the neural correlates of brain disorders.
Original languageEnglish
PublisherCold Spring Harbor Laboratory Press
Number of pages26
DOIs
Publication statusPublished - 10 May 2023

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