Diffusional kurtosis imaging of the developing brain

AJNR Am J Neuroradiol. 2014 Apr;35(4):808-14. doi: 10.3174/ajnr.A3764. Epub 2013 Nov 14.

Abstract

Background and purpose: Diffusional kurtosis imaging is an extension of DTI but includes non-Gaussian diffusion effects, allowing more comprehensive characterization of microstructural changes during brain development. Our purpose was to use diffusional kurtosis imaging to measure age-related microstructural changes in both the WM and GM of the developing human brain.

Materials and methods: Diffusional kurtosis imaging was performed in 59 subjects ranging from birth to 4 years 7 months of age. Diffusion metrics, fractional anisotropy, and mean kurtosis were collected from VOIs within multiple WM and GM structures and subsequently analyzed with respect to age. Diffusional kurtosis tractography images at various stages of development were also generated.

Results: Fractional anisotropy and mean kurtosis both showed age-related increases in all WM regions, reflecting progression of diffusional anisotropy throughout development, predominantly in the first 2 years of life (eg, 70% and 157% increase in fractional anisotropy and mean kurtosis, respectively, from birth to 2 years for the splenium). However, mean kurtosis detected continued microstructural changes in WM past the fractional anisotropy plateau, accounting for more delayed isotropic changes (eg, 90% of maximum fractional anisotropy was reached at 5 months, whereas 90% of maximum mean kurtosis occurred at 18 months for the external capsule). Mean kurtosis may also provide greater characterization of GM maturation (eg, the putamen showed no change in fractional anisotropy but an 81% change in mean kurtosis from birth to 4 years 7 months).

Conclusions: Mean kurtosis detects significant microstructural changes consistent with known patterns of brain maturation. In comparison with fractional anisotropy, mean kurtosis may offer a more comprehensive evaluation of age-related microstructural changes in both WM and GM and is potentially a valuable technique for studying brain development.

MeSH terms

  • Anisotropy
  • Brain / anatomy & histology*
  • Brain / growth & development*
  • Brain Mapping / methods*
  • Child, Preschool
  • Diffusion Tensor Imaging / methods*
  • External Capsule / anatomy & histology
  • External Capsule / growth & development
  • Female
  • Gray Matter / anatomy & histology
  • Gray Matter / growth & development
  • Humans
  • Infant
  • Infant, Newborn
  • Internal Capsule / anatomy & histology
  • Internal Capsule / growth & development
  • Male
  • Models, Neurological*
  • Retrospective Studies
  • White Matter / anatomy & histology
  • White Matter / growth & development