Tensor‐valued diffusion MRI of human acute stroke

Author:

Zhou Mi1ORCID,Stobbe Robert12ORCID,Szczepankiewicz Filip3,Budde Matthew4,Buck Brian5,Kate Mahesh5,Lloret Mar5,Fairall Paige5,Butcher Ken6,Shuaib Ashfaq5,Emery Derek2,Nilsson Markus3ORCID,Westin Carl‐Fredrik7,Beaulieu Christian12ORCID

Affiliation:

1. Biomedical Engineering University of Alberta Edmonton Alberta Canada

2. Radiology and Diagnostic Imaging University of Alberta Edmonton Alberta Canada

3. Clinical Sciences Lund Lund University Lund Scania Sweden

4. Neurosurgery, Medical College of Wisconsin Milwaukee Wisconsin USA

5. Neurology University of Alberta Edmonton Alberta Canada

6. School of Clinical Medicine University of New South Wales Sydney New South Wales Australia

7. Radiology, Brigham and Women's Hospital Harvard Medical School Boston MA USA

Abstract

AbstractPurposeTensor‐valued diffusion encoding can disentangle orientation dispersion and subvoxel anisotropy, potentially offering insight into microstructural changes after cerebral ischemia. The purpose was to evaluate tensor‐valued diffusion MRI in human acute ischemic stroke, assess potential confounders from diffusion time dependencies, and compare to Monte Carlo diffusion simulations of axon beading.MethodsLinear (LTE) and spherical (STE) b‐tensor encoding with inherently different effective diffusion times were acquired in 21 acute ischemic stroke patients between 3 and 57 h post‐onset at 3 T in 2.5 min. In an additional 10 patients, STE with 2 LTE yielding different effective diffusion times were acquired for comparison. Diffusional variance decomposition (DIVIDE) was used to estimate microscopic anisotropy (μFA), as well as anisotropic, isotropic, and total diffusional variance (MKA, MKI, MKT). DIVIDE parameters, and diffusion tensor imaging (DTI)‐derived mean diffusivity and fractional anisotropy (FA) were compared in lesion versus contralateral white matter. Monte Carlo diffusion simulations of various cylindrical geometries for all b‐tensor protocols were used to interpret parameter measurements.ResultsMD was ˜40% lower in lesions for all LTE/STE protocols. The DIVIDE parameters varied with effective diffusion time: higher μFA and MKA in lesion versus contralateral white matter for STE with longer effective diffusion time LTE, whereas the shorter effective diffusion time LTE protocol yielded lower μFA and MKA in lesions. Both protocols, regardless of diffusion time, were consistent with simulations of greater beading amplitude and intracellular volume fraction.ConclusionDIVIDE parameters depend on diffusion time in acute stroke but consistently indicate neurite beading and larger intracellular volume fraction.

Funder

China Scholarship Council

Heart and Stroke Foundation of Canada

Publisher

Wiley

Subject

Radiology, Nuclear Medicine and imaging

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