title: Fast and simplified mapping of mean axon diameter using temporal diffusion spectroscopy.
abstract: Mapping axon diameter is of interest for the potential diagnosis and monitoring of various neuronal pathologies. Advanced diffusion-weighted MRI methods have been developed to measure mean axon diameters non-invasively, but suffer major drawbacks that prevent their direct translation into clinical practice, such as complex non-linear data fitting and, more importantly, long scanning times that are usually not tolerable for most human subjects. In the current study, temporal diffusion spectroscopy using oscillating diffusion gradients was used to measure mean axon diameters with high sensitivity to small axons in the central nervous system. Axon diameters have been found to be correlated with a novel metric, DDR⊥ (the rate of dispersion of the perpendicular diffusion coefficient with gradient frequency), which is a model-free quantity that does not require complex data analyses and can be obtained from two diffusion coefficient measurements in clinically relevant times with conventional MRI machines. A comprehensive investigation including computer simulations and animal experiments ex vivo showed that measurements of DDR⊥ agree closely with histological data. In humans in vivo, DDR⊥ was also found to correlate well with reported mean axon diameters in human corpus callosum, and the total scan time was only about 8 min. In conclusion, DDR⊥ may have potential to serve as a fast, simple and model-free approach to map the mean axon diameter of white matter in clinics for assessing axon diameter changes.
authors.affiliation: Institute 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
authors.forename: Junzhong
authors.initials: J
authors.lastname: Xu
authors.forename: Hua
authors.initials: H
authors.lastname: Li
authors.forename: Ke
authors.initials: K
authors.lastname: Li
authors.forename: Kevin D
authors.initials: KD
authors.lastname: Harkins
authors.forename: Xiaoyu
authors.initials: X
authors.lastname: Jiang
authors.forename: Jingping
authors.initials: J
authors.lastname: Xie
authors.forename: Hakmook
authors.initials: H
authors.lastname: Kang
authors.forename: Richard D
authors.initials: RD
authors.lastname: Dortch
authors.forename: Adam W
authors.initials: AW
authors.lastname: Anderson
authors.forename: Mark D
authors.initials: MD
authors.lastname: Does
authors.forename: John C
authors.initials: JC
authors.lastname: Gore
mesh_terms: D000328:Adult; D000818:Animals; D001369:Axons / Q000473:pathology*; D038524:Diffusion Magnetic Resonance Imaging / Q000379:methods*; D005260:Female; D006801:Humans; D008297:Male; D017207:Rats, Sprague-Dawley; D013997:Time Factors
keywords: axon diameter; diffusion MRI; dispersion rate; scanning time; temporal diffusion spectroscopy