Institute of Psychology, Jagiellonian University, Ingardena 6, 30060, Kraków, Poland.
Center for Cognitive and Brain Health, Northeastern University, Boston, USA.
Sci Rep. 2024 Sep 11;14(1):21193. doi: 10.1038/s41598-024-72074-y.
Higher cardiorespiratory fitness has been associated with improved cognitive control in preadolescent children, with various studies highlighting related brain health benefits. This cross-sectional study aimed to provide novel insights into the fitness-cognition relationship by investigating task-related changes in effective connectivity within two brain networks involved in cognitive control: the cingulo-opercular and fronto-parietal networks. Twenty-four higher-fit and twenty-four lower-fit preadolescent children completed a modified flanker task that modulated inhibitory control demand while their EEG and task performance were concurrently recorded. Effective connectivity for correct trials in the theta band was estimated using directed transfer function. The results indicate that children with higher fitness levels demonstrated greater connectivity in specific directions within the cingulo-opercular network (average effect size, d = 0.72). Brain-behavior correlations demonstrated a positive association between the majority of these connections and general task accuracy, which was also higher in higher fit children (average correlation coefficient, ρ = 0.34). The findings further support a positive relationship between fitness and cognitive performance in children. EEG findings offer novel insights into the potential brain mechanisms underlying the fitness-cognition relationship. The study suggests that increased task-related connectivity within the cingulo-opercular network may mediate the cognitive benefits associated with higher fitness levels in preadolescent children.
更高的心肺适能与青春期前儿童认知控制能力的提高有关,多项研究强调了相关的大脑健康益处。这项横断面研究旨在通过调查参与认知控制的两个大脑网络(扣带-顶叶网络和额顶叶网络)中的任务相关有效连通性变化,为健身认知关系提供新的见解。24 名心肺适能较高的青少年和 24 名心肺适能较低的青少年在完成一项改良的侧抑制任务时,同时记录他们的脑电图和任务表现,该任务调节了抑制控制需求。使用有向传递函数估计了在θ波段中正确试验的有效连通性。结果表明,心肺适能较高的儿童在扣带-顶叶网络中表现出特定方向上更强的连通性(平均效应量,d=0.72)。脑-行为相关性表明,这些连接中的大多数与总体任务准确性呈正相关,而在心肺适能较高的儿童中,这种相关性更高(平均相关系数,ρ=0.34)。研究结果进一步支持了儿童心肺适能与认知表现之间的积极关系。脑电图研究结果为健身认知关系的潜在大脑机制提供了新的见解。研究表明,扣带-顶叶网络中与任务相关的连通性增加可能介导了与青春期前儿童较高心肺适能水平相关的认知益处。