Abstract

Mapping tissue microstructure accurately and noninvasively is one of the frontiers of biomedical imaging. Diffusion Magnetic Resonance Imaging (MRI) is at the forefront of such efforts, as it is capable of reporting on microscopic structures orders of magnitude smaller than the voxel size by probing restricted diffusion. Double Diffusion Encoding (DDE) and Double Oscillating Diffusion Encoding (DODE) in particular, are highly promising for their ability to report on microscopic fractional anisotropy (μFA), a measure of the pore anisotropy in its own eigenframe, irrespective of orientation distribution. However, the underlying correlates of μFA have insofar not been studied. Here, we extract μFA from DDE and DODE measurements at ultrahigh magnetic field of 16.4T with the goal of probing fixed rat spinal cord microstructure. We further endeavor to correlate μFA with Myelin Water Fraction (MWF) derived from multiexponential T2 relaxometry, as well as with literature-based spatially varying axon diameter. In addition, a simple new method is presented for extracting unbiased μFA from three measurements at different b-values. Our findings reveal strong anticorrelations between μFA (derived from DODE) and axon diameter in the distinct spinal cord tracts; a moderate correlation was also observed between μFA derived from DODE and MWF. These findings suggest that axonal membranes strongly modulate μFA, which—owing to its robustness toward orientation dispersion effects—reflects axon diameter much better than its typical FA counterpart. μFA varied when measured via oscillating or blocked gradients, suggesting selective probing of different parallel path lengths and providing insight into how those modulate μFA metrics. Our findings thus shed light into the underlying microstructural correlates of μFA and are promising for future interpretations of this metric in health and disease.

Highlights

  • Diffusion Magnetic Resonance Imaging (MRI) has become a mainstay of contemporary microstructural imaging in biomedical applications

  • The present study aimed to investigate how μFA differs from fractional anisotropy (FA) in terms of correlations with myelin water and axonal diameters, and to compare those metrics when measured with Double Diffusion Encoding (DDE) or Double Oscillating Diffusion Encoding (DODE) sequences

  • This study investigated the microstructural correlates of μFA and FA using high resolution D(O)DE experiments in fixed spinal cords at 16.4 T

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Summary

Introduction

Diffusion Magnetic Resonance Imaging (MRI) has become a mainstay of contemporary microstructural imaging in biomedical applications. Diffusion Tensor Imaging (DTI) models diffusion using a single tensor (Basser and Jones, 2002; Mori and Zhang, 2006) under the assumption of (time-dependent) Gaussian diffusion, and the tensor’s rotationally invariant properties can report on diffusion anisotropy and parallel/perpendicular diffusivities. Other methods, such as q-space imaging (Callaghan et al, 1991; Cohen and Assaf, 2002) or diffusion spectrum imaging (Wedeen et al, 2005) utilize Fourier relationships between the diffusion propagator and signal decay with the q-value

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