Xie Xiao-Meng, Sha Sha, Cai Hong, Liu Xinyu, Jiang Isadora, Zhang Ling, Wang Gang
The National Clinical Research Center for Mental Disorders & Beijing Key Laboratory of Mental Disorders Beijing Anding Hospital & the Advanced Innovation Center for Human Brain Protection, Capital Medical University, School of Mental Health, Beijing, People's Republic of China.
Unit of Medical Psychology and Behavior Medicine, School of Public Health, Guangxi Medical University, Nanning, Guangxi, People's Republic of China.
Psychol Res Behav Manag. 2024 Aug 17;17:2995-3003. doi: 10.2147/PRBM.S459954. eCollection 2024.
Major depressive disorder (MDD) becomes one of the psychiatric disorders characteristic of a combination of cognitive, emotional, and somatic symptoms. Additionally, cognitive impairment has the most significant impact on functional results. However, the evaluation of cognitive level is still based on various subjective questionnaires as there is no objective standard assessment yet. This research focuses on resting-state alpha activity to identify cognition in MDD patients using electroencephalography (EEG) signals.
Ninety-two subjects were recruited: 44 patients with MDD and 48 healthy individuals as controls. Functional outcome and cognition were assessed using standardized instruments, and the EEG resting state signal of open and closed eyes was recorded. The comparison and correlation of cognitive levels with alpha power in the bilateral frontal region, bilateral central region, bilateral occipital region, and middle line was evaluated.
The relative alpha power in MDD group was significantly lower than that in the control group (P < 0.05). Through correlation analysis, it was shown that the bilateral frontal and occipital alpha power of MDD patients in the closed-eyes state was positively correlated with information processing rate, verbal learning, working memory, and attention retention. The alpha power of the bilateral frontal region in the open-eyes state was positively correlated with information processing rate, working memory, and attention retention (P < 0.05).
The research indicates that the changes in frontal and occipital alpha activities may be a promising neurophysiological indicator of cognitive level to diagnose and treat response prediction.
重度抑郁症(MDD)成为一种具有认知、情感和躯体症状组合特征的精神障碍。此外,认知障碍对功能结果的影响最为显著。然而,由于尚无客观的标准评估方法,认知水平的评估仍基于各种主观问卷。本研究聚焦于静息态阿尔法活动,以利用脑电图(EEG)信号识别MDD患者的认知情况。
招募了92名受试者:44名MDD患者和48名健康个体作为对照。使用标准化工具评估功能结局和认知情况,并记录睁眼和闭眼时的EEG静息态信号。评估双侧额叶区域、双侧中央区域、双侧枕叶区域和中线处认知水平与阿尔法功率的比较及相关性。
MDD组的相对阿尔法功率显著低于对照组(P < 0.05)。通过相关性分析表明,MDD患者闭眼状态下双侧额叶和枕叶阿尔法功率与信息处理速度、言语学习、工作记忆和注意力保持呈正相关。睁眼状态下双侧额叶区域的阿尔法功率与信息处理速度、工作记忆和注意力保持呈正相关(P < 0.05)。
该研究表明,额叶和枕叶阿尔法活动的变化可能是用于诊断和治疗反应预测的认知水平的一个有前景的神经生理指标。