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关联性脑机接口训练可提高亚急性中风患者腕伸肌的皮质脊髓兴奋性。

Associative brain-computer interface training increases wrist extensor corticospinal excitability in patients with subacute stroke.

作者信息

Svejgaard Benjamin, Modrau Boris, Hernández-Gloria José Jesús, Wested Carina L, Dosen Strahinja, Stevenson Andrew J T, Mrachacz-Kersting Natalie

机构信息

Center for Neurotechnology and Rehabilitation, Aalborg University, Aalborg, Denmark.

Department of Neurology, Aalborg University Hospital, Aalborg, Denmark.

出版信息

J Neurophysiol. 2025 Jan 1;133(1):333-341. doi: 10.1152/jn.00452.2024. Epub 2024 Dec 20.

Abstract

In a recently developed associative rehabilitative brain-computer interface (BCI) system, electroencephalography (EEG) is used to identify the most active phase of the motor cortex during attempted movement and deliver precisely timed peripheral stimulation during training. This approach has been demonstrated to facilitate corticospinal excitability and functional recovery in patients with lower limb weakness following stroke. The current study expands those findings by investigating changes in corticospinal excitability following the associative BCI intervention in patients with post stroke with upper limb weakness. In a randomized controlled trial, 24 patients with subacute stroke, subdivided into an intervention group and a "sham" control group, performed 30 wrist extensions. The intervention comprised 30 pairings of single peripheral nerve stimulation at the motor threshold, timed so that the generated afferent volley arrived at the motor cortex during the peak negativity of the movement-related cortical potential (MRCP), which was identified with EEG. The sham group underwent the same intervention, though the intensity of the nerve stimulation was below the perception threshold. Immediately after training, patients in the associative group exhibited significantly larger amplitudes of muscular-evoked potentials, compared with pretraining measurements in response to transcranial magnetic stimulation. These changes persisted for at least 30 min and were not observed in the sham group. We demonstrate that motor-evoked potential amplitudes increased significantly following paired associative BCI training targeting upper limb muscles in patients with subacute stroke, which is in line with results from lower limb studies. We have demonstrated that a single training session with an associative brain-computer interface increased corticospinal excitability in patients suffering from upper limb weakness following stroke. This is the first time such an effect is described in the upper limb, which paves the way for effect augmentation of existing upper limb rehabilitation protocols.

摘要

在最近开发的一种联想式康复脑机接口(BCI)系统中,脑电图(EEG)被用于识别在尝试运动期间运动皮层最活跃的阶段,并在训练期间提供精确计时的外周刺激。这种方法已被证明有助于中风后下肢无力患者的皮质脊髓兴奋性和功能恢复。当前的研究通过调查中风后上肢无力患者在联想式BCI干预后皮质脊髓兴奋性的变化,扩展了这些发现。在一项随机对照试验中,24名亚急性中风患者被分为干预组和“假”对照组,进行30次腕部伸展动作。干预包括在运动阈值下进行30次单外周神经刺激配对,刺激时间设定为使产生的传入冲动在与运动相关的皮质电位(MRCP)的负峰期间到达运动皮层,MRCP通过EEG识别。假手术组接受相同的干预,但神经刺激强度低于感知阈值。训练后立即测量,与经颅磁刺激的预训练测量结果相比,联想组患者的肌肉诱发电位幅度显著增大。这些变化至少持续30分钟,在假手术组中未观察到。我们证明,针对亚急性中风患者上肢肌肉的配对联想式BCI训练后,运动诱发电位幅度显著增加,这与下肢研究结果一致。我们已经证明,一次联想式脑机接口训练可提高中风后上肢无力患者的皮质脊髓兴奋性。这是首次在上肢描述这种效应,为增强现有上肢康复方案的效果铺平了道路。

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