Spatiotemporal patterns of cortical microstructural maturation in children and adolescents with diffusion MRI

bioRxiv [Preprint]. 2023 Mar 31:2023.03.31.534636. doi: 10.1101/2023.03.31.534636.

Abstract

Neocortical maturation is a dynamic process that proceeds in a hierarchical manner; however, the spatiotemporal organization of cortical microstructure with diffusion MRI has yet to be fully defined. This study characterized cortical microstructural maturation using diffusion MRI (fwe-DTI and NODDI multi-compartment modeling) in a cohort of 637 children and adolescents between 8 and 21 years of age. We found spatially heterogeneous developmental patterns broadly demarcated into functional domains where NODDI metrics increased and fwe-DTI metrics decreased with age. Using non-negative matrix factorization, we found cortical regions that correspond to lower-order sensory regions mature earlier than higher-order association regions. Our findings corroborate previous histological and neuroimaging studies that show spatially-varying patterns of cortical maturation that may reflect unique developmental processes of cytoarchitectonically-determined regional patterns of change.

Keywords: NODDI; child development; cortical maturation; diffusion MRI; microstructure.

Publication types

  • Preprint