MOE Key Lab for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu 610054, China.
The Defense Innovation Institute, Academy of Military Sciences, Beijing 100071, China.
J Neurosci Methods. 2024 Feb;402:110014. doi: 10.1016/j.jneumeth.2023.110014. Epub 2023 Nov 22.
Depressed mood has been proposed to possibly possess a unique mode of defocused attention. However, this argument needs to be supported by experimental evidence based on attentional performance. The present study used a perceptual load paradigm, combining factors of perceptual load, distractor-target compatibility, and eccentricity, to investigate the degree of attentional distraction in depressed mood. In addition, the mode of attentional distraction associated with depressed mood was explored with the time-frequency features of electroencephalography (EEG). The behavioral results showed that the high depressed mood (HD) group had significantly higher attentional distraction than the low depressed mood (LD) group. EEG results showed that 1) the beta power (especially beta-2, 18-30 Hz) of the two groups differed in the medio-late part of the attentional distraction, with significantly lower power in the HD group than in the LD group; 2) the results of the correlation between beta-2 power and depression scores revealed a significant negative correlation. These results imply that beta-2 is a potential marker that may be sensitive to depressed mood during attentional processing, which was further supported by the classification results of the support vector machine (SVM) with 80.65% accuracy between the HD and LD groups.
抑郁心境可能具有独特的注意力分散模式。然而,这一论点需要基于注意力表现的实验证据来支持。本研究采用了一种知觉负荷范式,结合了知觉负荷、分心物-目标兼容性和离焦度等因素,来探讨抑郁心境下注意力分散的程度。此外,还通过脑电图(EEG)的时频特征探讨了与抑郁心境相关的注意力分散模式。行为结果表明,高抑郁组(HD 组)的注意力分散程度明显高于低抑郁组(LD 组)。EEG 结果表明:1)在注意力分散的中晚期,两组的β波功率(特别是β-2,18-30 Hz)存在差异,HD 组的功率明显低于 LD 组;2)β-2 功率与抑郁评分的相关结果显示出显著的负相关。这些结果表明,β-2 可能是注意力处理过程中对抑郁心境敏感的潜在标志物,支持向量机(SVM)的分类结果也进一步支持了这一观点,HD 组和 LD 组的分类准确率为 80.65%。