French Isobel Timothea, Chang Kuo-Hsuan, Liang Wei-Kuang, Chang Wen-Sheng, Lo Yen-Shi, Wang Yi-Ru, Cheng Mei-Ling, Huang Norden E, Wu Hsiu-Chuan, Lim Siew-Na, Chen Chiung-Mei, Juan Chi-Hung
Institute of Cognitive Neuroscience, National Central University, No. 300 Jhongda Rd., Jhongli District, 32001, Taoyuan, Taiwan.
Taiwan International Graduate Program in Interdisciplinary Neuroscience, National Central University and Academia Sinica, Taipei, 11529, Taiwan.
Neuroimage Rep. 2025 Feb 10;5(1):100241. doi: 10.1016/j.ynirp.2025.100241. eCollection 2025 Mar.
The Flanker task measures visuospatial attention and assesses the attentional network by distinguishing pathways for enhancing information at attended regions and suppressing information at unattended ones (Kopp et al., 1996). In Parkinson's disease (PD), the attentional network is impaired due to dysfunctional fronto-subcortical circuits connected to the basal ganglia, disrupting response selection and inhibition. While electroencephalography (EEG) may reveal abnormalities of these circuits in PD, dynamic brain oscillations critical for interareal communications cannot be deciphered with conventional time-frequency analyses.
To utilize the novel Holo-Hilbert Spectral Analysis (HHSA) to reveal dynamic EEG features of the Flanker task in PD patients and healthy normal controls for differentiating and elucidating attentional network deficits in patients.
The novel HHSA was applied to uncover nonlinear features of the Flanker task EEG and to analyse connectivity using phase-amplitude cross-frequency coupling.
Holo-Hilbert transform (HHT) results showed an attenuated midfrontal theta (FMθ) in the congruency effect in PD patients, consistent with past studies. HHSA showed a loss of low-frequency amplitude modulations ( ) in the theta carrier frequency band ( ) during the congruency effect in PD. Importantly, connectivity analyses using the Holo-Hilbert cross-frequency phase clustering (HHCFPC) revealed a loss of theta-gamma cross frequency coupling (CFC) from the right prefrontal cortex to other frontal and contralateral regions. Decrements were also shown in PD patients from right frontal cortical to occipital areas in theta-beta CFC.
These visuospatial attention deficits of PD revealed with the advanced analytical method of the HHSA and HHCFPC may inaugurate further neurophysiological biomarkers for cognitive function evaluation in PD and related movement disorders.
侧翼任务测量视觉空间注意力,并通过区分增强被关注区域信息和抑制未被关注区域信息的通路来评估注意力网络(科普等人,1996年)。在帕金森病(PD)中,由于连接基底神经节的额-皮质下回路功能失调,注意力网络受损,从而干扰反应选择和抑制。虽然脑电图(EEG)可能揭示PD中这些回路的异常,但传统的时频分析无法解读对区域间通信至关重要的动态脑振荡。
利用新型全希尔伯特谱分析(HHSA)揭示PD患者和健康正常对照者在侧翼任务中的动态脑电图特征,以区分和阐明患者的注意力网络缺陷。
应用新型HHSA揭示侧翼任务脑电图的非线性特征,并使用相位-振幅交叉频率耦合分析连通性。
全希尔伯特变换(HHT)结果显示,PD患者在一致性效应中额中theta波(FMθ)减弱,与既往研究一致。HHSA显示,在PD的一致性效应期间,theta载波频段( )的低频振幅调制( )缺失。重要的是,使用全希尔伯特交叉频率相位聚类(HHCFPC)进行的连通性分析显示,从右侧前额叶皮质到其他额叶和对侧区域的theta-γ交叉频率耦合(CFC)缺失。PD患者从右侧额叶皮质到枕叶区域的theta-β CFC也出现下降。
HHSA和HHCFPC的先进分析方法揭示的PD患者这些视觉空间注意力缺陷,可能为PD及相关运动障碍的认知功能评估开创更多神经生理生物标志物。