Brain Myelin Water Fraction and Diffusion Tensor Imaging Atlases for 9-10 Year-Old Children

Sarah R Morris1,2,3, Richard Davis Holmes3, Adam V Dvorak1,2

  • 1Department of Physics and Astronomy, University of British Columbia, Vancouver, BC, Canada.

Insights

This study created myelin water imaging (MWI) and diffusion tensor imaging (DTI) atlases for 9-10-year-old children. These resources offer normative data for pediatric brain development and disorder research.

Area of Science:

  • Neuroimaging
  • Pediatric Neuroscience
  • Brain Development

Background:

  • Myelin water imaging (MWI) and diffusion tensor imaging (DTI) are crucial for assessing brain microstructure in children.
  • Existing pediatric DTI atlases are available, but there is a lack of MWI atlases for the 9-10-year-old age group.
  • Age-specific normative data are essential for studying pediatric brain pathologies due to ongoing myelination and structural development.

Purpose of the Study:

  • To develop normative myelin water fraction (MWF) and DTI atlases for healthy children aged 9-10 years.
  • To provide a valuable resource for pediatric neuroimaging studies investigating brain development and disorders.
  • To facilitate the comparison of pediatric brain data with age-specific healthy controls.

Main Methods:

  • Acquisition of 3D-T1, DTI, and MWI scans from 20 healthy children (mean age 9.6 years).
  • Creation of quantitative MWF and DTI atlases using ANTs and FSL registration.
  • Region of interest (ROI) analysis to compare pediatric MWF with adult values and correlate MWF with DTI metrics.

Main Results:

  • Adults exhibited significantly higher MWF than the pediatric cohort in most white matter regions.
  • Pediatric MWF showed a significant correlation with mean diffusivity.
  • No significant correlation was found between pediatric MWF and axial diffusivity, radial diffusivity, or fractional anisotropy.

Conclusions:

  • The developed normative MWF and DTI metrics for 9-10-year-old children serve as a vital resource for pathological comparisons.
  • These age-specific atlases are readily available for use in pediatric neuroimaging research.
  • The created atlases can be accessed at: https://sourceforge.net/projects/pediatric-mri-myelin-diffusion/.
Abstract