4.7 Article

Diffusion in Sephadex Gel Structures: Time Dependency Revealed by Multi-Sequence Acquisition over a Broad Diffusion Time Range

期刊

MATHEMATICS
卷 9, 期 14, 页码 -

出版社

MDPI
DOI: 10.3390/math9141688

关键词

continuous-time random-walk; diffusion MRI; diffusion time; Sephadex gel phantom

资金

  1. National Institutes of Health [5R01EB026716-01]

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The CTRW model introduces fractional order time and space derivatives to characterize diffusion behavior, which are believed to be dependent on diffusion times. Studies on the time dependency of these parameters are limited, but have shown strong time dependency at longer diffusion times.
It has been increasingly reported that in biological tissues diffusion-weighted MRI signal attenuation deviates from mono-exponential decay, especially at high b-values. A number of diffusion models have been proposed to characterize this non-Gaussian diffusion behavior. One of these models is the continuous-time random-walk (CTRW) model, which introduces two new parameters: a fractional order time derivative alpha and a fractional order spatial derivative beta. These new parameters have been linked to intravoxel diffusion heterogeneities in time and space, respectively, and are believed to depend on diffusion times. Studies on this time dependency are limited, largely because the diffusion time cannot vary over a board range in a conventional spin-echo echo-planar imaging sequence due to the accompanying T2 decays. In this study, we investigated the time-dependency of the CTRW model in Sephadex gel phantoms across a broad diffusion time range by employing oscillating-gradient spin-echo, pulsed-gradient spin-echo, and pulsed-gradient stimulated echo sequences. We also performed Monte Carlo simulations to help understand our experimental results. It was observed that the diffusion process fell into the Gaussian regime at extremely short diffusion times whereas it exhibited a strong time dependency in the CTRW parameters at longer diffusion times.

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