Applications of advanced diffusion MRI in early brain development: a comprehensive review

Brain Struct Funct. 2023 Mar;228(2):367-392. doi: 10.1007/s00429-022-02605-8. Epub 2022 Dec 31.

Abstract

Brain development follows a protracted developmental timeline with foundational processes of neurodevelopment occurring from the third trimester of gestation into the first decade of life. Defining structural maturational patterns of early brain development is a critical step in detecting divergent developmental trajectories associated with neurodevelopmental and psychiatric disorders that arise later in life. While considerable advancements have already been made in diffusion magnetic resonance imaging (dMRI) for pediatric research over the past three decades, the field of neurodevelopment is still in its infancy with remarkable scientific and clinical potential. This comprehensive review evaluates the application, findings, and limitations of advanced dMRI methods beyond diffusion tensor imaging, including diffusion kurtosis imaging (DKI), constrained spherical deconvolution (CSD), neurite orientation dispersion and density imaging (NODDI) and composite hindered and restricted model of diffusion (CHARMED) to quantify the rapid and dynamic changes supporting the underlying microstructural architectural foundations of the brain in early life.

Keywords: Advanced diffusion MRI; Brain development; CHARMED; CSD; DKI; Microstructure; NODDI.

Publication types

  • Review

MeSH terms

  • Brain / pathology
  • Child
  • Diffusion Magnetic Resonance Imaging / methods
  • Diffusion Tensor Imaging* / methods
  • Humans
  • Magnetic Resonance Imaging
  • Neurites / pathology
  • White Matter* / pathology