Coronel-Oliveros Carlos, Medel Vicente, Orellana Sebastián, Rodiño Julio, Lehue Fernando, Cruzat Josephine, Tagliazucchi Enzo, Brzezicka Aneta, Orio Patricio, Kowalczyk-Grębska Natalia, Ibáñez Agustín
Latin American Brain Health Institute (BrainLat), Universidad Adolfo Ibáñez, Diagonal Las Torres 2640, Penalolen, Santiago (Chile).
Global Brain Health Institute (GBHI), University of California San Francisco (UCSF), California US and Trinity College Dublin, Ireland.
bioRxiv. 2023 Nov 28:2023.08.21.554072. doi: 10.1101/2023.08.21.554072.
Video games are a valuable tool for studying the effects of training and neural plasticity on the brain. However, the underlaying mechanisms related to plasticity-induced brain structural changes and their impact in brain dynamics are unknown. Here, we used a semi-empirical whole-brain model to study structural neural plasticity mechanisms linked to video game expertise. We hypothesized that video game expertise is associated with neural plasticity-mediated changes in structural connectivity that manifest at the meso-scale level, resulting in a more segregated functional network topology. To test this hypothesis, we combined structural connectivity data of StarCraft II video game players (VGPs, n = 31) and non-players (NVGPs, n = 31), with generic fMRI data from the Human Connectome Project and computational models, with the aim of generating simulated fMRI recordings. Graph theory analysis on simulated data was performed during both resting-state conditions and external stimulation. VGPs' simulated functional connectivity was characterized by a meso-scale integration, with increased local connectivity in frontal, parietal and occipital brain regions. The same analyses at the level of structural connectivity showed no differences between VGPs and NVGPs. Regions that increased their connectivity strength in VGPs are known to be involved in cognitive processes crucial for task performance such as attention, reasoning, and inference. In-silico stimulation suggested that differences in FC between VGPs and NVGPs emerge in noisy contexts, specifically when the noisy level of stimulation is increased. This indicates that the connectomes of VGPs may facilitate the filtering of noise from stimuli. These structural alterations drive the meso-scale functional changes observed in individuals with gaming expertise. Overall, our work sheds light into the mechanisms underlying structural neural plasticity triggered by video game experiences.
电子游戏是研究训练和神经可塑性对大脑影响的宝贵工具。然而,与可塑性诱导的大脑结构变化及其对脑动力学的影响相关的潜在机制尚不清楚。在这里,我们使用了一个半经验全脑模型来研究与电子游戏专业知识相关的结构神经可塑性机制。我们假设,电子游戏专业知识与神经可塑性介导的结构连接变化有关,这种变化在中尺度水平上表现出来,导致功能网络拓扑结构更加分离。为了验证这一假设,我们将《星际争霸II》电子游戏玩家(VGPs,n = 31)和非玩家(NVGPs,n = 31)的结构连接数据与来自人类连接体计划的通用功能磁共振成像数据及计算模型相结合,目的是生成模拟功能磁共振成像记录。在静息状态和外部刺激期间,对模拟数据进行了图论分析。VGPs的模拟功能连接以中尺度整合为特征,额叶、顶叶和枕叶脑区的局部连接增加。在结构连接水平上进行的相同分析表明,VGPs和NVGPs之间没有差异。已知VGPs中连接强度增加的区域参与对任务表现至关重要的认知过程,如注意力、推理和推断。计算机模拟刺激表明,VGPs和NVGPs之间功能连接的差异出现在有噪声的环境中,特别是当刺激的噪声水平增加时。这表明VGPs的连接组可能有助于从刺激中过滤噪声。这些结构改变驱动了在具有游戏专业知识的个体中观察到的中尺度功能变化。总体而言,我们的工作揭示了由电子游戏体验触发的结构神经可塑性的潜在机制。