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Fast and simplified mapping of mean axon diameter using temporal diffusion spectroscopy.

Junzhong Xu1, Hua Li, Ke Li

  • 1Institute of Imaging Science, Vanderbilt University, Nashville, TN, USA; Department of Radiology and Radiological Sciences, Vanderbilt University, Nashville, TN, USA; Department of Physics and Astronomy, Vanderbilt University, Nashville, TN, USA. junzhong.xu@vanderbilt.edu

NMR in Biomedicine
|April 15, 2016
PubMed
Summary

A new MRI method, DDR⊥, accurately maps axon diameter in the brain. This fast and simple technique aids in diagnosing and monitoring neuronal diseases using conventional MRI machines.

Keywords:
axon diameterdiffusion MRIdispersion ratescanning timetemporal diffusion spectroscopy

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Area of Science:

  • Neuroimaging
  • Biophysics
  • Medical Physics

Background:

  • Mapping axon diameter is crucial for diagnosing and monitoring neuronal pathologies.
  • Current diffusion-weighted MRI methods for axon diameter measurement have limitations, including long scan times and complex data analysis, hindering clinical application.

Purpose of the Study:

  • To introduce and validate a novel, fast, and model-free MRI metric, DDR⊥, for measuring mean axon diameters in the central nervous system.
  • To assess the feasibility of using DDR⊥ for clinical applications in assessing white matter axon diameter.

Main Methods:

  • Utilized temporal diffusion spectroscopy with oscillating diffusion gradients to measure mean axon diameters.
  • Introduced DDR⊥ (the rate of dispersion of the perpendicular diffusion coefficient with gradient frequency) as a novel metric.
  • Validated the method using computer simulations, ex vivo animal experiments, and in vivo human studies.

Main Results:

  • DDR⊥ showed high sensitivity to small axons and correlated well with histological data in simulations and animal models.
  • In vivo human studies demonstrated a strong correlation between DDR⊥ and reported mean axon diameters in the corpus callosum.
  • The total scan time for DDR⊥ measurement was approximately 8 minutes.

Conclusions:

  • DDR⊥ is a fast, simple, and model-free metric for mapping mean axon diameter in white matter.
  • This method shows significant potential for clinical use in assessing axon diameter changes related to neuronal pathologies.
  • DDR⊥ offers a promising advancement for non-invasive diagnosis and monitoring in neurology.