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Peak alpha frequency and alpha power spectral density as vulnerability markers of cognitive impairment in Parkinson’s disease: an exploratory EEG study

脑电图 阿尔法(金融) 听力学 认知障碍 帕金森病 光谱密度 神经科学 医学 心理学 疾病 认知 计算机科学 内科学 临床心理学 电信 心理测量学 结构效度
作者
Yuqing Zhao,Jiayu Cai,Jian Song,Haoran Shi,Wei Kong,Xinlei Li,Wei Wei,Xiehua Xue
出处
期刊:Frontiers in Neuroscience [Frontiers Media]
卷期号:19: 1575815-1575815 被引量:8
标识
DOI:10.3389/fnins.2025.1575815
摘要

Background: Cognitive impairment substantially impacts quality of life in Parkinson's disease (PD), yet current biomarker frameworks lack sensitivity for detecting early-stage cognitive decline. While peak alpha frequency (PAF) and alpha power spectral density (PSD) have emerged as potential electrophysiological markers, prior studies primarily focused on global cortical measures, neglecting region-specific variations that may better reflect the heterogeneous nature of PD-related cognitive impairment (PDCOG). To address this gap, we conducted the first multiregional comparative analysis of PAF and alpha PSD between PDCOG and PD with normal cognition patients (PDNC). Methods: Data from 76 participants (44 PD, 32 healthy controls) at The Affiliated Rehabilitation Hospital of Fujian University of Traditional Chinese Medicine (March-July 2024) were analyzed. PAF and alpha PSD were computed across brain regions; cognitive function was assessed via MoCA. Results: < 0.05), with these regions correlating with MoCA scores. ROC analysis identified P3, PZ, and T6 alpha PSD as optimal discriminators (AUC: 0.77-0.758). Executive function inversely correlated with alpha PSD in right posterior temporal/left occipital regions. Conclusion: PAF differentiates PD from controls and links to global cognition, while regional alpha PSD (notably P3, PZ, T6) effectively distinguishes PDCOG from PDNC. These findings underscore regional QEEG's utility in PD cognitive assessment, though sensitivity limitations warrant optimization.
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