用脑电图信号评估240天隔离和受限环境下的精神压力

Fares Al-Shargie, Saleh Al-Ameri, Abdulla Al-Hammadi, Schastlivtseva Daria Vladimirovna, U. Tariq, H. Al-Nashash
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引用次数: 0

摘要

在密闭环境下的长时间空间任务中,检测心理压力的影响尤为重要。在这项研究中,我们建议使用脑电图(EEG)、α淀粉酶和行为测量来评估240天隔离和禁闭期间的精神压力水平。我们使用对刺激的反应时间(RT)、目标检测的准确性以及通过锁相值(PLV)估计的脑电β脑电图信号的功能连接网络来量化精神压力水平。我们的研究结果表明,从任务开始到240天任务结束,α淀粉酶水平增加了62%。这表明,隔离和禁闭有助于提高精神压力。功能连接网络显示,所有被试的额叶区信息流显著减少,差异有统计学意义$\mathbf{p} < \boldsymbol{0.05}$。同时,在240天的任务中,行为数据从开始到结束没有任何差异,这可能是由于每次实验时间的数据记录时间较短,仅为10分钟。整体结果表明,额叶β脑电图连通性可作为检测隔离和密闭环境下应激升高的潜在生物标志物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Assessment of Mental Stress During 240-Days Isolation and Confined Environment using EEG Signals
Detecting the influence of psychological stress is particularly important in prolonged space missions in confined environment. In this study, we proposed utilizing electroencephalography (EEG), alpha amylase and behavioral measures to assess the level of mental stress during a period of 240 days of isolation and confinement. We quantified the levels of mental stress using the reaction time (RT) to stimuli, accuracy of target detection, and the functional connectivity network of the brain's electrical beta EEG signals estimated by Phase Locking Values (PLV). Our results showed that, the alpha amylase level has increased by 62% from the beginning of the mission to the end of the 240-days mission. This indicates that isolation and confinement contributes to elevation of mental stress. The functional connectivity network showed a significant decrease in the information flow in the frontal regions across all subjects with statistical significance of $\mathbf{p} < \boldsymbol{0.05}$. Meanwhile, the behavioral data showed no differences from the beginning to the end of the 240-days mission, which could be due to the short data recording time of 10 minutes during each experiment time. The overall results suggested that the frontal beta EEG connectivity can be used as a potential biomarker for detecting elevated stress in isolation and confined environment.
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