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单次SMR神经反馈训练可改善源于脑-心相互作用动态结构的选择性注意力。

A Single Session of SMR-Neurofeedback Training Improves Selective Attention Emerging from a Dynamic Structuring of Brain-Heart Interplay.

作者信息

Bouny Pierre, Arsac Laurent M, Pratviel Yvan, Boffet Alexis, Touré Cuq Emma, Deschodt-Arsac Veronique

机构信息

Laboratoire IMS, CNRS, UMR 5218, Université de Bordeaux, 33400 Talence, France.

URGOTECH, 15 Avenue d'Iéna, 75116 Paris, France.

出版信息

Brain Sci. 2022 Jun 17;12(6):794. doi: 10.3390/brainsci12060794.

Abstract

Research on sensorimotor rhythms (SMR) based on neurofeedback (NFb) emphasizes improvements in selective attention associated with SMR amplification. However, the long-term training proposed in most studies posed the question of acceptability, which led to the evaluation of the potential of a single NFb session. Based on cognitive and autonomic controls interfering with attention processes, we hypothesized changes in selective attention after a single SMR-NFb session, along with changes in brain-heart interplay, which are reflected in the multifractality of heartbeat dynamics. Here, young healthy participants (n = 35, 20 females, 21 ± 3 years) were randomly assigned either to a control group () watching a movie or to a neurofeedback () group performing a single session of SMR-NFb. A headset with EEG electrodes (positioned on C3 and C4) connected to a smartphone app served to guide and to evaluate NFb training efficacy. A Stroop task was performed for 8 min by each group before and after the intervention (movie vs. SMR-NFb) while collecting heart rate variability and C4-EEG for 20 min. When compared to , the group exhibited better Stroop performance, especially when facing incongruent trials. The multifractality and NFb training efficacy were identified as strong predictors of the gain in global Stroop performance, while multifractality was the only predictor regarding incongruent trials. We conclude that a single session of SMR-NFb improves selective attention in healthy individuals through the specific reorganization of brain-heart interplay, which is reflected in multifractal heartbeat dynamics.

摘要

基于神经反馈(NFb)的感觉运动节律(SMR)研究强调了与SMR放大相关的选择性注意力的改善。然而,大多数研究中提出的长期训练引发了可接受性问题,这导致了对单次NFb训练潜力的评估。基于认知和自主控制对注意力过程的干扰,我们假设单次SMR-NFb训练后选择性注意力会发生变化,同时脑-心相互作用也会发生变化,这在心跳动力学的多重分形中得到体现。在此,年轻健康参与者(n = 35,20名女性,21±3岁)被随机分为对照组(观看电影)或神经反馈组(进行单次SMR-NFb训练)。一个连接到智能手机应用程序的带有脑电图电极(位于C3和C4)的头戴式设备用于指导和评估NFb训练效果。每组在干预(电影与SMR-NFb)前后进行8分钟的Stroop任务,同时收集20分钟的心率变异性和C4脑电图。与对照组相比,神经反馈组表现出更好的Stroop任务表现,尤其是在面对不一致试验时。多重分形和NFb训练效果被确定为全球Stroop任务表现提升的有力预测指标,而多重分形是关于不一致试验的唯一预测指标。我们得出结论,单次SMR-NFb训练通过脑-心相互作用的特定重组改善了健康个体的选择性注意力,这在多重分形心跳动力学中得到体现。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/737f/9221475/00d40aca5b5a/brainsci-12-00794-g001.jpg

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