Altered longitudinal structural connectome in paediatric mild traumatic brain injury: an Advancing Concussion

Ashley L Ware1,2,3, Adrian I Onicas2,4, Nishard Abdeen5

  • 1Department of Psychology, Georgia State University, Atlanta, GA 30303, USA.

Brain Communications
|June 16, 2023
PubMed

Insights

Advanced brain imaging reveals subtle network differences in children with concussion compared to orthopedic injuries. These changes, particularly in regional connectivity, become more apparent over time, especially in those with persistent symptoms.

Area of Science:

  • Neuroscience
  • Radiology
  • Pediatrics

Background:

  • Paediatric mild traumatic brain injury (concussion) presents complex neuropathology.
  • Traditional diffusion-weighted imaging (DWI) may not fully capture diffuse effects of paediatric concussion.
  • Structural connectome analysis offers a novel approach to understanding brain microstructure changes.

Purpose of the Study:

  • To compare the structural connectome of children with concussion to those with mild orthopaedic injury.
  • To determine if network metrics and their temporal trajectories differentiate paediatric concussion.
  • To investigate the influence of time, sex, and age on these differences.

Main Methods:

  • Recruited children aged 8-16.99 years with concussion (n=360) or mild orthopaedic injury (n=196).
  • Utilized 3 Tesla MRI with diffusion-weighted imaging to compute connectivity matrices and graph theory metrics.
  • Employed linear mixed effects modeling to compare groups across post-acute and chronic follow-ups.

Main Results:

  • Global network metrics did not differ between groups.
  • Regional network metrics (clustering coefficient, betweenness centrality, efficiency) of specific brain areas differed significantly.
  • Differences were moderated by time post-injury, sex, and age, with more pronounced alterations at 6 months, especially in children with persistent symptoms.

Conclusions:

  • Post-acute regional network metrics can distinguish concussion from mild orthopaedic injury and predict symptom recovery.
  • Alterations in regional network parameters become more robust and widespread at chronic timepoints.
  • Increased regional and local subnetwork inefficiency occurs over time after concussion, persisting up to 6 months, particularly in symptomatic children.