Stroke Unit, Azienda Socio Sanitaria Territoriale Spedali Civili, Spedali Civili Hospital, Brescia, Italy.
Neurophysiology Unit, Azienda Socio Sanitaria Territoriale Spedali Civili, Spedali Civili Hospital, Brescia, Italy.
Sci Rep. 2020 Apr 27;10(1):7051. doi: 10.1038/s41598-020-63984-8.
Multidisciplinary approaches have demonstrated that the brain is potentially modulated by the long-term acquisition and practice of specific skills. Chess playing can be considered a paradigm for shaping brain function, with complex interactions among brain networks possibly enhancing cognitive processing. Dynamic network analysis based on resting-state magnetic resonance imaging (rs-fMRI) can be useful to explore the effect of chess playing on whole-brain fluidity/dynamism (the chronnectome). Dynamic connectivity parameters of 18 professional chess players and 20 beginner chess players were evaluated applying spatial independent component analysis (sICA), sliding-time window correlation, and meta-state approaches to rs-fMRI data. Four indexes of meta-state dynamic fluidity were studied: i) the number of distinct meta-states a subject pass through, ii) the number of switches from one meta-state to another, iii) the span of the realized meta-states (the largest distance between two meta-states that subjects occupied), and iv) the total distance travelled in the state space. Professional chess players exhibited an increased dynamic fluidity, expressed as a higher number of occupied meta-states (meta-state numbers, 75.8 ± 7.9 vs 68.8 ± 12.0, p = 0.043 FDR-corrected) and changes from one meta-state to another (meta-state changes, 77.1 ± 7.3 vs 71.2 ± 11.0, p = 0.043 FDR-corrected) than beginner chess players. Furthermore, professional chess players exhibited an increased dynamic range, with increased traveling between successive meta-states (meta-state total distance, 131.7 ± 17.8 vs 108.7 ± 19.7, p = 0.0004 FDR-corrected). Chess playing may induce changes in brain activity through the modulation of the chronnectome. Future studies are warranted to evaluate if these potential effects lead to enhanced cognitive processing and if "gaming" might be used as a treatment in clinical practice.
多学科方法已经证明,大脑具有通过长期获取和实践特定技能来进行调节的潜力。国际象棋可以被认为是塑造大脑功能的范例,大脑网络之间的复杂相互作用可能会增强认知加工。基于静息态磁共振成像(rs-fMRI)的动态网络分析可用于探索国际象棋对整个大脑流畅性/动态性(chronnectome)的影响。通过空间独立成分分析(sICA)、滑动时间窗口相关和元状态方法,评估了 18 名职业国际象棋选手和 20 名初学者国际象棋选手的动态连接参数。研究了元状态动态流畅性的四个指标:i)受试者经历的不同元状态数量,ii)从一个元状态切换到另一个元状态的数量,iii)实现的元状态跨度(受试者占据的两个元状态之间的最大距离),iv)状态空间中的总行程。与初学者国际象棋选手相比,职业国际象棋选手表现出更高的动态流畅性,表现为占据的元状态数量更多(元状态数量,75.8±7.9 比 68.8±12.0,p=0.043 FDR 校正)和从一个元状态到另一个元状态的变化更多(元状态变化,77.1±7.3 比 71.2±11.0,p=0.043 FDR 校正)。此外,职业国际象棋选手表现出更大的动态范围,连续元状态之间的行程增加(元状态总距离,131.7±17.8 比 108.7±19.7,p=0.0004 FDR 校正)。国际象棋可能通过调节 chronnectome 来诱导大脑活动的变化。未来的研究需要评估这些潜在的影响是否会导致认知加工的增强,以及“游戏”是否可以作为临床实践中的一种治疗方法。