Virtual reality-based sensorimotor adaptation shapes subsequent spontaneous and naturalistic stimulus-driven brain activity

Meytal Wilf, C. Dupuis, D. Nardo, Diana Huber, Sibilla Sander, Joud Al-Kaar, Meriem Haroud, Henri Perrin, E. Fornari, S. Crottaz-Herbette, Andrea Serino
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Abstract

Our everyday life summons numerous novel sensorimotor experiences, to which our brain needs to adapt in order to function properly. However, tracking plasticity of naturalistic behaviour and associated brain modulations is challenging. Here we tackled this question implementing a prism adaptation training in virtual reality (VRPA) in combination with functional neuroimaging. Three groups of healthy participants (N=45) underwent VRPA (with a spatial shift either to the left/right side, or with no shift), and performed fMRI sessions before and after training. To capture modulations in free-flowing, task-free brain activity, the fMRI sessions included resting state and free viewing of naturalistic videos. We found significant decreases in spontaneous functional connectivity between large-scale cortical networks – namely attentional and default mode/fronto-parietal networks - only for adaptation groups. Additionally, VRPA was found to bias visual representations of naturalistic videos, as following rightward adaptation, we found upregulation of visual response in an area in the parieto-occipital sulcus (POS) in the right hemisphere. Notably, the extent of POS upregulation correlated with the size of the VRPA induced after-effect measured in behavioural tests. This study demonstrates that a brief VRPA exposure is able to change large-scale cortical connectivity and correspondingly bias the representation of naturalistic sensory inputs. Significance statement In the current work, we tested how a brief sensorimotor experience changes subsequent brain activity and connectivity. Using virtual reality (VR) as a tool for sensorimotor training opens a window for creating otherwise impossible sensory experiences and sensorimotor interactions. Specifically, we studied how VR adaptation training in ecological conditions modulates spontaneous functional connectivity and brain representation of naturalistic real-life-like stimuli. Previous adaptation studies used artificial, lab-designed setups both during adaptation and while measuring subsequent aftereffects. Testing brain response while observing naturalistic stimuli and in resting state allowed us to stay as close as possible to naturalistic real-life-like conditions, not confounded by performance during a task. The current work demonstrates how rapid changes in free-flowing brain activity and connectivity occur following short-term VR visuomotor adaptation training in healthy individuals. Moreover, we found a link between sensory responses to naturalistic stimuli and adaptation-induced behavioural aftereffect, thus demonstrating a common source of training-induced spatial recalibration, which affects both behaviour and brain representations of naturalistic stimuli. These findings might have meaningful implications both for understanding the mechanisms underlying visuomotor plasticity in healthy individuals and for using VR adaptation training as a tool for rehabilitating brain-damaged patients suffering from deficits in spatial representation.
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基于虚拟现实的感觉运动适应塑造了随后自发和自然的刺激驱动的大脑活动
我们的日常生活唤起了许多新奇的感觉运动体验,我们的大脑需要适应这些体验才能正常运作。然而,追踪自然行为的可塑性和相关的大脑调节是具有挑战性的。在这里,我们解决了这个问题,在虚拟现实(VRPA)中实施棱镜适应训练,结合功能神经成像。三组健康参与者(N=45)接受了VRPA(向左/向右移动或不移动),并在训练前后进行了功能磁共振成像(fMRI)训练。为了捕捉自由流动、无任务的大脑活动的调节,fMRI测试包括静息状态和自由观看自然主义视频。我们发现,只有在适应群体中,大规模皮层网络(即注意和默认模式/额顶叶网络)之间的自发功能连接显著减少。此外,我们还发现VRPA会对自然主义视频的视觉表征产生偏倚,因为在向右适应之后,我们发现右半球的顶枕沟(POS)区域的视觉反应上调。值得注意的是,在行为测试中,POS上调的程度与VRPA诱导的后效大小相关。该研究表明,短暂的VRPA暴露能够改变大范围的皮质连通性,并相应地影响自然感觉输入的表征。在当前的工作中,我们测试了短暂的感觉运动体验如何改变随后的大脑活动和连接。使用虚拟现实(VR)作为感觉运动训练的工具,为创造否则不可能的感觉体验和感觉运动互动打开了一扇窗。具体而言,我们研究了生态条件下的VR适应训练如何调节自发功能连接和自然现实刺激的大脑表征。以前的适应研究在适应期间和测量随后的后果时都使用人工的、实验室设计的装置。在观察自然刺激和休息状态时测试大脑反应,使我们尽可能地接近自然的现实生活条件,而不是被任务中的表现所迷惑。目前的研究表明,健康个体在短期VR视觉运动适应训练后,自由流动的大脑活动和连通性如何发生快速变化。此外,我们发现对自然刺激的感觉反应与适应诱导的行为后效之间存在联系,从而证明了训练诱导的空间重新校准的共同来源,它影响自然刺激的行为和大脑表征。这些发现可能对理解健康个体视觉运动可塑性的机制以及将VR适应训练作为康复空间表征缺陷脑损伤患者的工具具有重要意义。
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