表征意识状态:自然观影过程中意识障碍患者的脑电图微态动力学。

IF 2.6 4区 医学 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Xiyuan Lei, Anqi Wang, Kexu Zhang, Siyang Liu, Ying Zhao, Steven Laureys, Shanbao Tong, Haibo Di, Nantu Hu, Xiaoli Guo
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引用次数: 0

摘要

意识障碍(DoC)患者的意识评估在临床上仍然具有挑战性。对感觉刺激作出反应的动态大脑活动被认为包含与意识相关的信息。然而,初级感觉加工可以在无意识中发生,因此需要评估剩余的高阶认知功能以进行有效评估。在这项研究中,我们引入了一个观影范式,其中包含了一个混乱的版本来控制初级感觉处理,并应用脑电图(EEG)微状态分析来捕捉高阶神经动力学。通过将23例DoC患者与23名健康个体和12名清醒脑损伤患者进行比较,我们发现DoC患者的微态D明显异常。与混乱状态相比,健康个体和有意识的脑损伤患者在完整观影时表现出增强的d相关参数。相反,DoC患者在完整观影期间,微状态D的持续时间、覆盖范围、发生概率和转移概率均显著降低。此外,k近邻分类器显示,完整观影和打乱观影之间的微状态特征差异产生了最好的分类结果(AUC = 0.83),其中微状态D参数是最重要的特征。我们的研究结果表明,自然观影时的EEG微状态,特别是微状态D,有可能作为表征和诊断意识状态的一种新的、客观的指标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Characterizing consciousness states: EEG microstate dynamics in patients with disorders of consciousness during naturalistic movie-viewing.

Consciousness assessment in disorders of consciousness (DoC) patients remains clinically challenging. Dynamic brain activities responsive to sensory stimulations have been suggested to contain consciousness-related information. However, primary sensory processing can occur unconsciously, necessitating evaluation of residual higher-order cognitive functions for effective assessment. In this study, we introduced a movie-viewing paradigm incorporating a scrambled version to control for primary sensory processing and applied electroencephalography (EEG) microstate analysis to capture higher-order neural dynamics. By comparing 23 DoC patients with 23 healthy individuals and 12 conscious brain-injured patients, we found significant abnormalities in microstate D in DoC patients. Healthy individuals and conscious brain-injured patients showed enhanced D-related parameters during intact movie-viewing compared to the scrambled condition. Conversely, DoC patients displayed a significant decrease in Duration, Coverage, Occurrence, and Transition Probabilities of microstate D during intact movie-viewing. Additionally, K-nearest neighbors classifier showed that the differences in microstate features between the intact and scrambled movie-viewing yielded the best classification outcome (AUC = 0.83), in which microstate D parameters serve as the most important features. Our results suggested that EEG microstates during naturalistic movie-viewing, especially microstate D, have the potential to serve as a novel, objective indicator for characterizing and diagnosing the state of consciousness.

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来源期刊
Medical & Biological Engineering & Computing
Medical & Biological Engineering & Computing 医学-工程:生物医学
CiteScore
6.00
自引率
3.10%
发文量
249
审稿时长
3.5 months
期刊介绍: Founded in 1963, Medical & Biological Engineering & Computing (MBEC) continues to serve the biomedical engineering community, covering the entire spectrum of biomedical and clinical engineering. The journal presents exciting and vital experimental and theoretical developments in biomedical science and technology, and reports on advances in computer-based methodologies in these multidisciplinary subjects. The journal also incorporates new and evolving technologies including cellular engineering and molecular imaging. MBEC publishes original research articles as well as reviews and technical notes. Its Rapid Communications category focuses on material of immediate value to the readership, while the Controversies section provides a forum to exchange views on selected issues, stimulating a vigorous and informed debate in this exciting and high profile field. MBEC is an official journal of the International Federation of Medical and Biological Engineering (IFMBE).
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