Human Brain MappingNeurosciencePeer-reviewed journal article
Spatiotemporal patterns of cortical microstructural maturation in children and adolescents with diffusion MRI
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.
- organism: human
- assay: bulk RNA-seq
- research focus: spatial domain detection
- approach: statistical model
- Citations
- 15
- FWCI
- 2.48
- Field percentile
- top 11%
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