Childhood exercise predicts response inhibition in later life via changes in brain connectivity and structure

Toru Ishihara, Atsushi Miyazaki, Hiroki Tanaka, Takayuki Fujii, Muneyoshi Takahashi, Kuniyuki Nishina, Kei Kanari, Haruto Takagishi, Tetsuya Matsuda*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

6 Citations (Scopus)


Participation in exercise during early life (i.e., childhood through adolescence) enhances response inhibition; however, it is unclear whether participation in exercise during early life positively predicts response inhibition in later life. This historical cohort study was designed to clarify whether participation in exercise (e.g., structured sports participation) during early life predicts response inhibition in adulthood and if so, to reveal the brain connectivity and cortical structures contributing to this association. We analyzed data derived from 214 participants (women = 104, men = 110; age: 26‒69 years). Results indicated that participation in exercise during childhood (before entering junior high school; ≤ 12 years old) significantly predicted better response inhibition. No such association was found if exercise participation took place in early adolescence or later (junior high school or high school; ≥ 12 years old). The positive association of exercise participation during childhood with response inhibition was moderated by decreased structural and functional connectivity in the frontoparietal (FPN), cingulo-opercular (CON), and default mode networks (DMN), and increased inter-hemispheric structural networks. Greater cortical thickness and lower levels of dendritic arborization and density in the FPN, CON, and DMN also moderated this positive association. Our results suggest that participation in exercise during childhood positively predicts response inhibition later in life and that this association can be moderated by changes in neuronal circuitry, such as increased cortical thickness and efficiency, and strengthened inter-hemispheric connectivity.

Original languageEnglish
Article number118196
Publication statusPublished - 2021 Aug 15
Externally publishedYes


  • Brain connectome
  • Children
  • Cognitive control
  • Executive function
  • Large-scale brain network
  • Physical activity

ASJC Scopus subject areas

  • Neurology
  • Cognitive Neuroscience


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