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多发性硬化症中的额部大脑活动和认知处理速度:对 EEG 神经反馈训练的探索。

Frontal brain activity and cognitive processing speed in multiple sclerosis: An exploration of EEG neurofeedback training.

机构信息

Department of Neurology, Klinikum Bayreuth GmbH, Bayreuth, Germany; Department of Physiological Psychology, University of Bamberg, Germany.

Department of Neurology, Klinikum Bayreuth GmbH, Bayreuth, Germany; Department of Physiological Psychology, University of Bamberg, Germany.

出版信息

Neuroimage Clin. 2019;22:101716. doi: 10.1016/j.nicl.2019.101716. Epub 2019 Feb 11.

Abstract

BACKGROUND

Cognitive deficits including impaired information processing speed as assessed by the Symbol Digit Modalities Test (SDMT) are common in multiple sclerosis (MS). Oscillatory markers of processing speed may be extracted from magnetoencephalographic (MEG) and electroencephalographic (EEG) resting-state recordings. In this context, an increased proportion of frontal slow-wave (theta, 4-8 Hz) to fast-wave (beta, 13-30 Hz) EEG activity was indicative of impaired SDMT performance. Such an increased theta/beta ratio may reflect oscillatory slowing associated with deficits in attention control. Therapeutic approaches that consider atypical oscillatory activity in MS remain sparse.

OBJECTIVES

In a cross-sectional design, we examined the relation between SDMT performance, the EEG theta/beta ratio and its components. We also explored longitudinally, whether EEG neurofeedback could be used to induce a putatively adaptive alteration in these EEG parameters, toward a pattern indicative of improved processing speed.

METHODS

N = 58 MS patients (RRMS/SPMS/PPMS N: 18/35/3, 2 cases excluded) participated in a neuropsychological examination and a resting-state EEG recording. Subsequently, N = 10 patients received neurofeedback training for two weeks in a hospitalized setting. The purpose was to reduce the frontal theta/beta ratio through operant conditioning.

RESULTS

In the cross-sectional examination, patients with slow SDMT speed displayed an increased theta/beta ratio, relative to those with normal speed. This involved increased frontal theta power, whereas beta power was equal across groups. The theta/beta ratio remained stable during neurofeedback across sessions of the two-week training period. In an exploratory secondary analysis, within sessions a reduction in the theta/beta ratio during active training blocks relative pre/post session resting-states was observed, driven by reduced theta power.

CONCLUSIONS

These findings provide support for utilizing frontal EEG theta activity as an inverse marker of processing speed in MS. Across sessions, there was no support for successful operant conditioning of the theta/beta ratio during the two-week training period. The observed state-specific shift within sessions, involving a transient reduction in theta activity, nevertheless may provide a rationale for a further investigation of neurofeedback as a treatment approach in MS.

摘要

背景

认知缺陷包括信息处理速度受损,可通过符号数字模态测试(SDMT)评估,在多发性硬化症(MS)中很常见。处理速度的振荡标志物可从脑磁图(MEG)和脑电图(EEG)静息状态记录中提取。在这种情况下,额叶慢波(θ,4-8 Hz)与快波(β,13-30 Hz)EEG 活动的比例增加表明 SDMT 表现受损。这种增加的θ/β 比值可能反映了与注意力控制缺陷相关的振荡减慢。考虑到 MS 中异常振荡活动的治疗方法仍然很少。

目的

在横断面设计中,我们研究了 SDMT 表现、EEGθ/β 比值及其成分之间的关系。我们还进行了纵向研究,以探索 EEG 神经反馈是否可用于诱导这些 EEG 参数的适应性改变,朝着提示处理速度提高的模式。

方法

N=58 例 MS 患者(RRMS/SPMS/PPMS N:18/35/3,排除 2 例)参与了神经心理学检查和静息状态 EEG 记录。随后,N=10 例患者在住院环境中接受了为期两周的神经反馈训练。目的是通过操作性条件作用降低额叶θ/β 比值。

结果

在横断面检查中,SDMT 速度较慢的患者与速度正常的患者相比,θ/β 比值增加。这涉及到额叶θ 功率增加,而β 功率在两组之间相等。在两周的训练期间,神经反馈过程中θ/β 比值在各次会议中保持稳定。在探索性二次分析中,在单次会议中,与会前/会后静息状态相比,在主动训练块期间观察到θ/β 比值降低,这是由θ 功率降低驱动的。

结论

这些发现为将额叶 EEGθ 活动用作 MS 中处理速度的反标记提供了支持。在各次会议中,在两周的训练期间,没有成功地对θ/β 比值进行操作性条件作用的支持。然而,在单次会议中观察到的特定状态的变化,涉及到θ 活动的短暂减少,可能为神经反馈作为 MS 治疗方法的进一步研究提供了依据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c596/6384325/a37a6931f0ce/gr1.jpg

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