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

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 c...

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Autores principales: Dan, Guangyu, Li, Weiguo, Zhong, Zheng, Sun, Kaibao, Luo, Qingfei, Magin, Richard L., Zhou, Xiaohong Joe, Karaman, M. Muge
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8356480/
https://www.ncbi.nlm.nih.gov/pubmed/34386373
http://dx.doi.org/10.3390/math9141688
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author Dan, Guangyu
Li, Weiguo
Zhong, Zheng
Sun, Kaibao
Luo, Qingfei
Magin, Richard L.
Zhou, Xiaohong Joe
Karaman, M. Muge
author_facet Dan, Guangyu
Li, Weiguo
Zhong, Zheng
Sun, Kaibao
Luo, Qingfei
Magin, Richard L.
Zhou, Xiaohong Joe
Karaman, M. Muge
author_sort Dan, Guangyu
collection PubMed
description 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 α and a fractional order spatial derivative β. 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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spelling pubmed-83564802021-08-11 Diffusion in Sephadex Gel Structures: Time Dependency Revealed by Multi-Sequence Acquisition over a Broad Diffusion Time Range Dan, Guangyu Li, Weiguo Zhong, Zheng Sun, Kaibao Luo, Qingfei Magin, Richard L. Zhou, Xiaohong Joe Karaman, M. Muge Mathematics (Basel) Article 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 α and a fractional order spatial derivative β. 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. 2021-07-19 2021-07-02 /pmc/articles/PMC8356480/ /pubmed/34386373 http://dx.doi.org/10.3390/math9141688 Text en https://creativecommons.org/licenses/by/4.0/Submitted for possible open access publication under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ).
spellingShingle Article
Dan, Guangyu
Li, Weiguo
Zhong, Zheng
Sun, Kaibao
Luo, Qingfei
Magin, Richard L.
Zhou, Xiaohong Joe
Karaman, M. Muge
Diffusion in Sephadex Gel Structures: Time Dependency Revealed by Multi-Sequence Acquisition over a Broad Diffusion Time Range
title Diffusion in Sephadex Gel Structures: Time Dependency Revealed by Multi-Sequence Acquisition over a Broad Diffusion Time Range
title_full Diffusion in Sephadex Gel Structures: Time Dependency Revealed by Multi-Sequence Acquisition over a Broad Diffusion Time Range
title_fullStr Diffusion in Sephadex Gel Structures: Time Dependency Revealed by Multi-Sequence Acquisition over a Broad Diffusion Time Range
title_full_unstemmed Diffusion in Sephadex Gel Structures: Time Dependency Revealed by Multi-Sequence Acquisition over a Broad Diffusion Time Range
title_short Diffusion in Sephadex Gel Structures: Time Dependency Revealed by Multi-Sequence Acquisition over a Broad Diffusion Time Range
title_sort diffusion in sephadex gel structures: time dependency revealed by multi-sequence acquisition over a broad diffusion time range
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8356480/
https://www.ncbi.nlm.nih.gov/pubmed/34386373
http://dx.doi.org/10.3390/math9141688
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