The variability of MR axon radii estimates in the human white matter

Hum Brain Mapp. 2021 May;42(7):2201-2213. doi: 10.1002/hbm.25359. Epub 2021 Feb 12.

Abstract

The noninvasive quantification of axonal morphology is an exciting avenue for gaining understanding of the function and structure of the central nervous system. Accurate non-invasive mapping of micron-sized axon radii using commonly applied neuroimaging techniques, that is, diffusion-weighted MRI, has been bolstered by recent hardware developments, specifically MR gradient design. Here the whole brain characterization of the effective MR axon radius is presented and the inter- and intra-scanner test-retest repeatability and reproducibility are evaluated to promote the further development of the effective MR axon radius as a neuroimaging biomarker. A coefficient-of-variability of approximately 10% in the voxelwise estimation of the effective MR radius is observed in the test-retest analysis, but it is shown that the performance can be improved fourfold using a customized along-tract analysis.

Keywords: axon diameter; diffusion MRI; reproducibility; variability.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Axons*
  • Brain / diagnostic imaging*
  • Diffusion Magnetic Resonance Imaging / methods
  • Diffusion Magnetic Resonance Imaging / standards*
  • Humans
  • Neuroimaging / methods
  • Neuroimaging / standards*
  • Reproducibility of Results
  • White Matter / diagnostic imaging*