1. Resting-state EEG measures cognitive impairment in Parkinson’s disease
- Author
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Md Fahim Anjum, Arturo I. Espinoza, Rachel C. Cole, Arun Singh, Patrick May, Ergun Y. Uc, Soura Dasgupta, and Nandakumar S. Narayanan
- Subjects
Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Cognitive dysfunction is common in Parkinson’s disease (PD). We developed and evaluated an EEG-based biomarker to index cognitive functions in PD from a few minutes of resting-state EEG. We hypothesized that synchronous changes in EEG across the power spectrum can measure cognition. We optimized a data-driven algorithm to efficiently capture these changes and index cognitive function in 100 PD and 49 control participants. We compared our EEG-based cognitive index with the Montreal cognitive assessment (MoCA) and cognitive tests across different domains from National Institutes of Health (NIH) Toolbox using cross-validations, regression models, and randomization tests. Finally, we externally validated our approach on 32 PD participants. We observed cognition-related changes in EEG over multiple spectral rhythms. Utilizing only 8 best-performing electrodes, our proposed index strongly correlated with cognition (MoCA: rho = 0.68, p value
- Published
- 2024
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