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同时进行功能磁共振成像和经颅直流电刺激以增强飞行任务训练

Simultaneous fMRI and tDCS for Enhancing Training of Flight Tasks.

作者信息

Mark Jesse A, Ayaz Hasan, Callan Daniel E

机构信息

School of Biomedical Engineering, Science and Health Systems, Drexel University, Philadelphia, PA 19104, USA.

Department of Psychological and Brain Sciences, College of Arts and Sciences, Drexel University, Philadelphia, PA 19104, USA.

出版信息

Brain Sci. 2023 Jul 3;13(7):1024. doi: 10.3390/brainsci13071024.

Abstract

There is a gap in our understanding of how best to apply transcranial direct-current stimulation (tDCS) to enhance learning in complex, realistic, and multifocus tasks such as aviation. Our goal is to assess the effects of tDCS and feedback training on task performance, brain activity, and connectivity using functional magnetic resonance imaging (fMRI). Experienced glider pilots were recruited to perform a one-day, three-run flight-simulator task involving varying difficulty conditions and a secondary auditory task, mimicking real flight requirements. The stimulation group (versus sham) received 1.5 mA high-definition HD-tDCS to the right dorsolateral prefrontal cortex (DLPFC) for 30 min during the training. Whole-brain fMRI was collected before, during, and after stimulation. Active stimulation improved piloting performance both during and post-training, particularly in novice pilots. The fMRI revealed a number of tDCS-induced effects on brain activation, including an increase in the left cerebellum and bilateral basal ganglia for the most difficult conditions, an increase in DLPFC activation and connectivity to the cerebellum during stimulation, and an inhibition in the secondary task-related auditory cortex and Broca's area. Here, we show that stimulation increases activity and connectivity in flight-related brain areas, particularly in novices, and increases the brain's ability to focus on flying and ignore distractors. These findings can guide applied neurostimulation in real pilot training to enhance skill acquisition and can be applied widely in other complex perceptual-motor real-world tasks.

摘要

在如何最好地应用经颅直流电刺激(tDCS)来促进在诸如航空等复杂、现实且多焦点任务中的学习方面,我们的理解存在差距。我们的目标是使用功能磁共振成像(fMRI)评估tDCS和反馈训练对任务表现、大脑活动及连通性的影响。招募有经验的滑翔机飞行员来执行一项为期一天、分三次运行的飞行模拟器任务,该任务涉及不同难度条件以及一项次要听觉任务,模拟真实飞行要求。刺激组(与假刺激组相比)在训练期间接受1.5毫安的高清tDCS刺激右侧背外侧前额叶皮质(DLPFC),持续30分钟。在刺激前、刺激期间和刺激后收集全脑fMRI数据。主动刺激在训练期间和训练后均改善了驾驶表现,在新手飞行员中尤为明显。fMRI揭示了tDCS对大脑激活的一些影响,包括在最困难条件下左侧小脑和双侧基底神经节的激活增加,刺激期间DLPFC激活及与小脑的连通性增加,以及与次要任务相关的听觉皮质和布洛卡区的抑制。在此,我们表明刺激增加了与飞行相关的脑区的活动和连通性,尤其是在新手当中,并且增强了大脑专注于飞行并忽略干扰因素的能力。这些发现可为实际飞行员训练中的应用神经刺激提供指导,以提高技能获取,并且可广泛应用于其他复杂的感知运动现实世界任务。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6207/10377527/dab7044f4ef8/brainsci-13-01024-g001.jpg

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