Impaired rich club and increased local connectivity in children with traumatic brain injury: Local support for the rich?

Hum Brain Mapp. 2018 Jul;39(7):2800-2811. doi: 10.1002/hbm.24041. Epub 2018 Mar 12.

Abstract

Recent evidence has shown the presence of a "rich club" in the brain, which constitutes a core network of highly interconnected and spatially distributed brain regions, important for high-order cognitive processes. This study aimed to map the rich club organization in 17 young patients with moderate to severe TBI (15.71 ± 1.75 years) in the chronic stage of recovery and 17 age- and gender-matched controls. Probabilistic tractography was performed on diffusion weighted imaging data to construct the edges of the structural connectomes using number of streamlines as edge weight. In addition, the whole-brain network was divided into a rich club network, a local network and a feeder network connecting the latter two. Functional outcome was measured with a parent questionnaire for executive functioning. Our results revealed a significantly decreased rich club organization (p values < .05) and impaired executive functioning (p < .001) in young patients with TBI compared with controls. Specifically, we observed reduced density values in all three subnetworks (p values < .005) and a reduced mean strength in the rich club network (p = .013) together with an increased mean strength in the local network (p = .002) in patients with TBI. This study provides new insights into the nature of TBI-induced brain network alterations and supports the hypothesis that the local subnetwork tries to compensate for the biologically costly subnetwork of rich club nodes after TBI.

Keywords: diffusion-weighted imaging; graph theory; rich club; structural connectivity; traumatic brain injury.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adolescent
  • Brain / diagnostic imaging*
  • Brain / pathology
  • Brain Injuries, Traumatic / diagnostic imaging*
  • Brain Injuries, Traumatic / pathology
  • Connectome / methods*
  • Diffusion Magnetic Resonance Imaging / methods*
  • Executive Function / physiology*
  • Female
  • Humans
  • Male
  • Nerve Net / diagnostic imaging*
  • Nerve Net / pathology
  • Neuroimaging / methods*