Aerobic fitness is associated with greater efficiency of the network underlying cognitive control in preadolescent children

M. W. Voss, L. Chaddock, J. S. Kim, M. VanPatter, M. B. Pontifex, L. B. Raine, N. J. Cohen, C. H. Hillman, A. F. Kramer

Research output: Contribution to journalArticle

Abstract

This study examined whether individual differences in aerobic fitness are associated with differences in activation of cognitive control brain networks in preadolescent children. As expected, children performed worse on a measure of cognitive control compared with a group of young adults. However, individual differences in aerobic fitness were associated with cognitive control performance among children. Lower-fit children had disproportionate performance cost in accuracy with increasing task difficulty, relative to higher-fit children. Brain activation was compared between performance-matched groups of lower- and higher-fit children. Fitness groups differed in brain activity for regions associated with response execution and inhibition, task set maintenance, and top-down regulation. Overall, differing activation patterns coupled with different patterns of brain-behavior correlations suggest an important role of aerobic fitness in modulating task strategy and the efficiency of neural networks that implement cognitive control in preadolescent children.

Original languageEnglish (US)
Pages (from-to)166-176
Number of pages11
JournalNeuroscience
Volume199
DOIs
StatePublished - Dec 29 2011

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Efficiency
Brain
Individuality
Young Adult
Research Design
Down-Regulation
Maintenance
Costs and Cost Analysis

Keywords

  • Aerobic fitness
  • Development
  • Executive control
  • Exercise
  • Functional magnetic resonance imaging (fMRI)
  • Physical activity

ASJC Scopus subject areas

  • Neuroscience(all)

Cite this

Voss, M. W., Chaddock, L., Kim, J. S., VanPatter, M., Pontifex, M. B., Raine, L. B., ... Kramer, A. F. (2011). Aerobic fitness is associated with greater efficiency of the network underlying cognitive control in preadolescent children. Neuroscience, 199, 166-176. https://doi.org/10.1016/j.neuroscience.2011.10.009

Aerobic fitness is associated with greater efficiency of the network underlying cognitive control in preadolescent children. / Voss, M. W.; Chaddock, L.; Kim, J. S.; VanPatter, M.; Pontifex, M. B.; Raine, L. B.; Cohen, N. J.; Hillman, C. H.; Kramer, A. F.

In: Neuroscience, Vol. 199, 29.12.2011, p. 166-176.

Research output: Contribution to journalArticle

Voss, MW, Chaddock, L, Kim, JS, VanPatter, M, Pontifex, MB, Raine, LB, Cohen, NJ, Hillman, CH & Kramer, AF 2011, 'Aerobic fitness is associated with greater efficiency of the network underlying cognitive control in preadolescent children', Neuroscience, vol. 199, pp. 166-176. https://doi.org/10.1016/j.neuroscience.2011.10.009
Voss, M. W. ; Chaddock, L. ; Kim, J. S. ; VanPatter, M. ; Pontifex, M. B. ; Raine, L. B. ; Cohen, N. J. ; Hillman, C. H. ; Kramer, A. F. / Aerobic fitness is associated with greater efficiency of the network underlying cognitive control in preadolescent children. In: Neuroscience. 2011 ; Vol. 199. pp. 166-176.
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