Examining Relationships between Functional and Structural Brain Network Architecture, Age, and Attention Skills in

Leanne Rokos1, Signe L Bray2, Josh Neudorf3,4

  • 1Rotman Research Institute, Baycrest Health Sciences, Toronto, Ontario M6A 2E1, Canada.

Eneuro
|July 14, 2025
PubMed

Insights

Brain structure connectivity (SC) is the main predictor of age and attention in young children. Early brain development shows cognitive function is linked to structural network features.

Area of Science:

  • Neuroscience
  • Developmental Psychology
  • Brain Imaging

Background:

  • Early childhood is a critical period for brain development, with significant experience-dependent changes in brain structure and function.
  • The relationship between structural connectivity (SC) and functional connectivity (FC) in the developing brain is complex and not fully understood, especially concerning age and attention.
  • Understanding these connections is crucial for identifying developmental trajectories and potential cognitive challenges.

Purpose of the Study:

  • To investigate the longitudinal relationship between structural connectivity (SC), functional connectivity (FC), age, and attention in early childhood.
  • To examine how brain network properties change over time and how these changes relate to cognitive development.
  • To determine whether SC, FC, or their coupling is a stronger predictor of age and attentional performance.

Main Methods:

  • Longitudinal study involving children aged 4-7 years with a 1-year follow-up.
  • Neuroimaging techniques including diffusion-weighted imaging (for SC) and functional magnetic resonance imaging (for FC).
  • Assessment of selective, sustained, and executive attention, coupled with graph theory analysis of brain networks and partial least squares modeling.

Main Results:

  • Observed longitudinal changes in functional graph metrics and age-related decreases in SC modularity.
  • Identified region-specific brain-behavior relationships, linking structural topology to age and attentional performance.
  • Structural connectivity (SC) emerged as a dominant predictor of age compared to FC and SC-FC coupling.

Conclusions:

  • Early childhood is a dynamic period where cognitive functions, particularly attention, are predominantly linked to the brain's structural network features.
  • Structural connectivity plays a more significant role than functional connectivity in predicting age-related changes in brain networks during early development.
  • These findings highlight the importance of structural brain development for cognitive maturation in young children.