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A Reliability Study on Brain Activation During Active and Passive Arm Movements Supported by an MRI-Compatible Robot

机译:兼容MRI的机器人支持主动和被动手臂运动过程中大脑活动的可靠性研究

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In neurorehabilitation, longitudinal assessment of arm movement related brain function in patients with motor disability is challenging due to variability in task performance. MRI-compatible robots monitor and control task performance, yielding more reliable evaluation of brain function over time. The main goals of the present study were first to define the brain network activated while performing active and passive elbow movements with an MRI-compatible arm robot (MaRIA) in healthy subjects, and second to test the reproducibility of this activation over time. For the fMRI analysis two models were compared. In model 1 movement onset and duration were included, whereas in model 2 force and range of motion were added to the analysis. Reliability of brain activation was tested with several statistical approaches applied on individual and group activation maps and on summary statistics. The activated network included mainly the primary motor cortex, primary and secondary somatosensory cortex, superior and inferior parietal cortex, medial and lateral premotor regions, and subcortical structures. Reliability analyses revealed robust activation for active movements with both fMRI models and all the statistical methods used. Imposed passive movements also elicited mainly robust brain activation for individual and group activation maps, and reliability was improved by including additional force and range of motion using model 2. These findings demonstrate that the use of robotic devices, such as MaRIA, can be useful to reliably assess arm movement related brain activation in longitudinal studies and may contribute in studies evaluating therapies and brain plasticity following injury in the nervous system.
机译:在神经康复中,由于工作表现的差异,纵向评估运动障碍患者手臂运动相关的脑功能具有挑战性。与MRI兼容的机器人可以监视和控制任务执行情况,从而随着时间的推移对大脑功能进行更可靠的评估。本研究的主要目的是首先确定在健康受试者中使用MRI兼容手臂机器人(MaRIA)进行主动和被动肘部运动时激活的大脑网络,其次是测试这种激活随时间的可重复性。对于功能磁共振成像分析,比较了两个模型。在模型1中,运动开始和持续时间被包括在内,而在模型2中,力和运动范围被添加到分析中。使用几种统计方法测试了大脑激活的可靠性,这些统计方法应用于个人和小组激活图以及摘要统计。激活的网络主要包括初级运动皮层,初级和次级体感皮层,顶和下顶叶皮层,内侧和外侧前运动区以及皮层下结构。可靠性分析显示,使用fMRI模型和所使用的所有统计方法均可对主动运动进行强大的激活。施加的被动运动还引起了个人和群体激活图的强大大脑激活,并且通过使用模型2添加了额外的力和运动范围而提高了可靠性。这些发现表明,使用机器人设备(例如MaRIA)可以对在纵向研究中可以可靠地评估与手臂运动有关的大脑激活,并且可能有助于评估神经系统损伤后的疗法和大脑可塑性的研究。

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