The relationship between white matter microstructure, cardiovascular fitness, gross motor skills, and neurocognitive
Anna Meijer1, Petra J W Pouwels2, Joanne Smith3
1Clinical Neuropsychology Section, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.
Insights
Cardiovascular fitness and gross motor skills are linked to better neurocognitive function in children, potentially through white matter microstructure. This study found associations but no mediating role for white matter integrity.
Area of Science:
- Neuroscience
- Pediatrics
- Sports Science
Background:
- Cardiovascular fitness and gross motor skills are increasingly recognized for their positive impact on children's neurocognitive development.
- White matter microstructure, assessed via diffusion tensor imaging (DTI), is a key factor in brain function and connectivity.
Purpose of the Study:
- To investigate the role of white matter microstructure in linking cardiovascular fitness and gross motor skills to neurocognitive functioning in healthy children.
- To explore associations between performance-based measures, neurocognitive tests, and DTI-derived white matter metrics.
Main Methods:
- 92 healthy children (mean age 9.1 years) underwent performance-based assessments for cardiovascular fitness and gross motor skills.
- Neurocognitive functioning was evaluated using computerized tests measuring working memory, inhibition, and information processing.
- Diffusion tensor imaging (DTI) and tract-based spatial statistics (TBSS) were employed to analyze white matter microstructure (FA, AD, RD).
Main Results:
- Positive associations were observed between both cardiovascular fitness and gross motor skills with overall neurocognitive functioning.
- Specific white matter integrity metrics (FA, AD, RD) in the corpus callosum correlated with information processing and motor response inhibition.
- Higher fitness and better motor skills were linked to greater fractional anisotropy (FA) and axial diffusivity (AD), and lower radial diffusivity (RD) in this region.
Conclusions:
- Cardiovascular fitness and gross motor skills are associated with enhanced neurocognitive functioning and distinct white matter microstructure characteristics in children.
- While white matter integrity is related to these functions, this study found no evidence that it mediates the relationship between fitness/motor skills and neurocognition.
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.
Related Concept Videos
Biological Influences on Intelligence
Information Processing Approach
Spinal Cord: Cross-sectional Anatomy
Gray Matter and its Components
Central to the gray matter is...


