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网络游戏障碍青年男性大脑皮层激活的多模态分析:一项静息态 EEG-fNIRS 研究。

Multimodal analysis of cortical activation in young male adults with internet gaming disorder: A resting state EEG-fNIRS study.

机构信息

Department of Biomedical Engineering, Neurophotonics Center, Boston University, Boston, MA, United States.

Department of Biomedical Engineering, Graduate School of Natural and Applied Sciences, Erciyes University, Türkiye.

出版信息

J Psychiatr Res. 2024 Sep;177:368-377. doi: 10.1016/j.jpsychires.2024.07.019. Epub 2024 Jul 16.

Abstract

BACKGROUND

Internet gaming disorder (IGD) has become increasingly prevalent worldwide and is recognized as a significant public health concern because of its negative consequences on individuals mental and physical health, social relationships, academic performance and overall well-being. While research on IGD has gained significant momentum in the past decade, the neural substrates underlying this disorder remains unclear. This study aims to investigate resting-state cortical activation in male subjects with IGD using a concurrent functional near infrared spectroscopy (fNIRS) and electroencephalography (EEG) hybrid system.

METHODS

Twenty-two male individuals with IGD (18-23 years old) and twenty-two male healthy, age-matched healthy controls were included in the study. Mean oxygenation of the prefrontal cortex (PFC) and whole head neural activity were measured using fNIRS and EEG respectively, during eyes-open and eyes-closed conditions at the resting state. EEG signals were decomposed into distinct frequency sub-bands with wavelet transform, followed by the analysis of the power spectral density within each band. Mean oxygenation of PFC is measured using a multichannel fNIRS system.

RESULTS

Results revealed that the individuals with IGD had significantly higher beta power in the frontal region compared to the control group. Individuals with IGD showed significantly increased PFC oxygenation compared to healthy controls. Additionally, both frontal beta power and PFC oxygenation were significantly correlated with IGD severity. However, there were no significant correlations observed between oxygenation and beta powers.

CONCLUSION

This study is the first to examine resting-state cortical activation using multimodal EEG-fNIRS system in young adults with IGD. Moreover, it provides an important contribution to the understanding of the underlying neural mechanisms of IGD and offer new insights for the diagnosis and intervention of the disorder using multimodal EEG-fNIRS system. Further studies should aim to replicate the findings of this study using a larger and more culturally diverse sample to support the neurophysiological basis of IGD.

摘要

背景

互联网游戏障碍(IGD)在全球范围内日益流行,由于其对个人身心健康、社交关系、学业成绩和整体幸福感的负面影响,已被视为一个重大的公共卫生问题。尽管过去十年中对 IGD 的研究取得了重大进展,但该障碍的神经基础仍不清楚。本研究旨在使用同时进行的功能近红外光谱(fNIRS)和脑电图(EEG)混合系统,研究男性 IGD 患者的静息状态皮质激活。

方法

研究纳入 22 名男性 IGD 患者(18-23 岁)和 22 名年龄匹配的健康男性对照者。使用 fNIRS 和 EEG 分别测量静息状态下睁眼和闭眼时前额叶皮层(PFC)的平均氧合和整个头部神经活动。使用小波变换将 EEG 信号分解为不同的频率子带,然后分析每个频带内的功率谱密度。使用多通道 fNIRS 系统测量 PFC 的平均氧合。

结果

结果显示,与对照组相比,IGD 患者的额区β功率明显更高。IGD 患者的 PFC 氧合明显高于健康对照组。此外,额叶β功率和 PFC 氧合均与 IGD 严重程度显著相关。然而,未观察到氧合与β功率之间存在显著相关性。

结论

本研究首次使用多模态 EEG-fNIRS 系统研究了年轻 IGD 患者的静息状态皮质激活。此外,它为理解 IGD 的潜在神经机制提供了重要贡献,并为使用多模态 EEG-fNIRS 系统诊断和干预该障碍提供了新的见解。进一步的研究应旨在使用更大和更多文化多样性的样本复制本研究的结果,以支持 IGD 的神经生理基础。

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