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青少年注意缺陷/多动障碍患者在认知任务中脑电的线性和非线性分析。

Linear and non-linear EEG analysis of adolescents with attention-deficit/hyperactivity disorder during a cognitive task.

机构信息

Department of Bio and Brain Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon 305-701, South Korea.

出版信息

Clin Neurophysiol. 2010 Nov;121(11):1863-70. doi: 10.1016/j.clinph.2010.04.007. Epub 2010 Jul 24.

Abstract

OBJECTIVE

We aimed to investigate whether electroencephalograph (EEG) dynamics differ in adolescents with attention-deficit/hyperactivity disorder (ADHD) compared with healthy subjects during the performance of a cognitive task.

METHODS

We recorded EEGs from 19 scalp electrodes in 11 adolescent boys with ADHD and 12 age-matched healthy boys while the subjects were at rest and during a continuous performance test (CPT). The approximate entropy (ApEn), a non-linear information-theoretic measure, was calculated to quantify the complexity of the EEGs.

RESULTS

The mean ApEn of the ADHD patients was significantly lower than the healthy subjects over the right frontal regions (Fp2 and F8) during the performance of the cognitive task, but not at rest. The spectral analysis showed significant differences between the two groups in the P3 and T4 regions at rest and the Fp2 and F8 regions during task performance.

CONCLUSIONS

The differences in EEG complexity between the two groups suggest that cortical information processing is altered in ADHD adolescents, and thus their levels of cortical activation may be insufficient to meet the cognitive requirements of attention-demanding tasks.

SIGNIFICANCE

This study suggests that a non-linear measure such as ApEn is useful for investigating neural dysfunctions in adolescents with ADHD.

摘要

目的

本研究旨在探讨注意缺陷多动障碍(ADHD)青少年在执行认知任务时,其脑电图(EEG)动力学是否与健康受试者存在差异。

方法

我们记录了 11 名患有 ADHD 的青少年男孩和 12 名年龄匹配的健康男孩在静息和连续表现测试(CPT)期间的 19 个头皮电极的 EEG。近似熵(ApEn)是一种非线性信息理论度量,用于量化 EEG 的复杂性。

结果

在执行认知任务时,ADHD 患者的平均 ApEn 明显低于健康受试者的右侧额叶区域(Fp2 和 F8),但在静息时无差异。频谱分析显示,两组在静息时的 P3 和 T4 区域以及任务执行时的 Fp2 和 F8 区域存在显著差异。

结论

两组之间 EEG 复杂性的差异表明,ADHD 青少年的皮质信息处理发生改变,因此他们的皮质激活水平可能不足以满足注意力要求高的任务的认知要求。

意义

本研究表明,近似熵等非线性测量方法可用于研究 ADHD 青少年的神经功能障碍。

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