TY - JOUR
T1 - Childhood exercise predicts response inhibition in later life via changes in brain connectivity and structure
AU - Ishihara, Toru
AU - Miyazaki, Atsushi
AU - Tanaka, Hiroki
AU - Fujii, Takayuki
AU - Takahashi, Muneyoshi
AU - Nishina, Kuniyuki
AU - Kanari, Kei
AU - Takagishi, Haruto
AU - Matsuda, Tetsuya
N1 - Funding Information:
The authors wish to thank Toshio Yamagishi, Toko Kiyonari, and Yoshie Matsumoto for their help in conducting the research. This work was supported by Japan Society for the Promotion of Science KAKENHI Grant Numbers JP23223003, JP15H05730, JP17H05928, JP16K00216, and JP18K17832 from the Ministry of Education, Culture, Sports, Science, and Technology of Japan. This research was supported by AMED under Grant Number JP18dm0307001.
Publisher Copyright:
© 2021 The Author(s)
PY - 2021/8/15
Y1 - 2021/8/15
N2 - 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.
AB - 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.
KW - Brain connectome
KW - Children
KW - Cognitive control
KW - Executive function
KW - Large-scale brain network
KW - Physical activity
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U2 - 10.1016/j.neuroimage.2021.118196
DO - 10.1016/j.neuroimage.2021.118196
M3 - Article
C2 - 34029739
AN - SCOPUS:85110363959
SN - 1053-8119
VL - 237
JO - NeuroImage
JF - NeuroImage
M1 - 118196
ER -