The relationship between white matter microstructure, cardiovascular fitness, gross motor skills, and neurocognitive functioning in children
Authors:
Open Access
- 21 May 2021
- journal article
- research article
- Published by Wiley in Journal of Neuroscience Research
- Vol. 99 (9) , 2201-2215
Abstract
Recent evidence indicates that both cardiovascular fitness and gross motor skill performance are related to enhanced neurocognitive functioning in children by influencing brain structure and functioning. This study investigates the role of white matter microstructure in the relationship of both cardiovascular fitness and gross motor skills with neurocognitive functioning in healthy children. In total 92 children (mean age 9.1 years, range 8.0–10.7) were included in this study. Cardiovascular fitness and gross motor skill performance were assessed using performance‐based tests. Neurocognitive functioning was assessed using computerized tests (working memory, inhibition, interference control, information processing, and attention). Diffusion tensor imaging was used in combination with tract‐based spatial statistics to assess white matter microstructure as defined by fractional anisotropy (FA), axial and radial diffusivity (AD, RD). The results revealed positive associations of both cardiovascular fitness and gross motor skills with neurocognitive functioning. Information processing and motor response inhibition were associated with FA in a cluster located in the corpus callosum. Within this cluster, higher cardiovascular fitness and better gross motor skills were both associated with greater FA, greater AD, and lower RD. No mediating role was found for FA in the relationship of both cardiovascular fitness and gross motor skills with neurocognitive functioning. The results indicate that cardiovascular fitness and gross motor skills are related to neurocognitive functioning as well as white matter microstructure in children. However, this study provides no evidence for a mediating role of white matter microstructure in these relationships.Keywords
Funding Information
- Nationaal Regieorgaan Onderwijsonderzoek (405‐15‐410)
- Hersenstichting (2015‐3‐01)
This publication has 87 references indexed in Scilit:
- Reasoning, Learning, and Creativity: Frontal Lobe Function and Human Decision-MakingPLOS Biology, 2012
- Cardiorespiratory fitness is positively correlated with cerebral white matter integrity in healthy seniorsNeuroImage, 2012
- Interventions Shown to Aid Executive Function Development in Children 4 to 12 Years OldScience, 2011
- Systematic review of sedentary behaviour and health indicators in school-aged children and youthInternational Journal of Behavioral Nutrition and Physical Activity, 2011
- Systematic review of the health benefits of physical activity and fitness in school-aged children and youthInternational Journal of Behavioral Nutrition and Physical Activity, 2010
- Evolution amplified processing with temporally dispersed slow neuronal connectivity in primatesProceedings of the National Academy of Sciences, 2009
- Training induces changes in white-matter architectureNature Neuroscience, 2009
- Models of response inhibition in the stop-signal and stop-change paradigmsNeuroscience & Biobehavioral Reviews, 2009
- Musical Training Shapes Structural Brain DevelopmentThe Journal of Neuroscience, 2009
- Diffusion tensor imaging: Concepts and applicationsJournal of Magnetic Resonance Imaging, 2001