Developmental differences in canonical cortical networks: Insights from microstructure-informed tractography

Sila Genc*, Simona Schiavi, Maxime Chamberland, Chantal M.W. Tax, Erika P. Raven, Alessandro Daducci, Derek K. Jones

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

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Abstract

In response to a growing interest in refining brain connectivity assessments, this study focuses on integrating white matter fiber-specific microstructural properties into structural connectomes. Spanning ages 8–19 years in a developmental sample, it explores age-related patterns of microstructure-informed network properties at both local and global scales. First, the diffusion-weighted signal fraction associated with each tractography-reconstructed streamline was constructed. Subsequently, the convex optimization modeling for microstructure-informed tractography (COMMIT) approach was employed to generate microstructure-informed connectomes from diffusion MRI data. To complete the investigation, network characteristics within eight functionally defined networks (visual, somatomotor, dorsal attention, ventral attention, limbic, fronto-parietal, default mode, and subcortical networks) were evaluated. The findings underscore a consistent increase in global efficiency across child and adolescent development within the visual, somatomotor, and default mode networks (p < 0.005). Additionally, mean strength exhibits an upward trend in the somatomotor and visual networks (p < 0.001). Notably, nodes within the dorsal and ventral visual pathways manifest substantial age-dependent changes in local efficiency, aligning with existing evidence of extended maturation in these pathways. The outcomes strongly support the notion of a prolonged developmental trajectory for visual association cortices. This study contributes valuable insights into the nuanced dynamics of microstructure-informed brain connectivity throughout different developmental stages.

Original languageEnglish
Pages (from-to)946-964
Number of pages19
JournalNETWORK NEUROSCIENCE
Volume8
Issue number3
DOIs
Publication statusPublished - 1 Oct 2024

Keywords

  • Connectivity
  • Cortical
  • Development
  • Diffusion
  • Microstructure-informed tractography

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