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Frequency-dependent diffusion kurtosis imaging in the human brain using an oscillating gradient spin echo sequence and a high-performance head-only gradient

Measuring the time/frequency dependence of diffusion MRI is a promising approach to distinguish between the effects of different tissue microenvironments, such as membrane restriction, tissue heterogeneity, and compartmental water exchange. In this study, we measure the frequency dependence of diffu...

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Autores principales: Dai, Erpeng, Zhu, Ante, Yang, Grant K., Quah, Kristin, Tan, Ek T., Fiveland, Eric, Foo, Thomas K.F., McNab, Jennifer A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10529993/
https://www.ncbi.nlm.nih.gov/pubmed/37586445
http://dx.doi.org/10.1016/j.neuroimage.2023.120328
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author Dai, Erpeng
Zhu, Ante
Yang, Grant K.
Quah, Kristin
Tan, Ek T.
Fiveland, Eric
Foo, Thomas K.F.
McNab, Jennifer A.
author_facet Dai, Erpeng
Zhu, Ante
Yang, Grant K.
Quah, Kristin
Tan, Ek T.
Fiveland, Eric
Foo, Thomas K.F.
McNab, Jennifer A.
author_sort Dai, Erpeng
collection PubMed
description Measuring the time/frequency dependence of diffusion MRI is a promising approach to distinguish between the effects of different tissue microenvironments, such as membrane restriction, tissue heterogeneity, and compartmental water exchange. In this study, we measure the frequency dependence of diffusivity (D) and kurtosis (K) with oscillating gradient diffusion encoding waveforms and a diffusion kurtosis imaging (DKI) model in human brains using a high-performance, head-only MAGNUS gradient system, with a combination of b-values, oscillating frequencies (f), and echo time that has not been achieved in human studies before. Frequency dependence of diffusivity and kurtosis are observed in both global and local white matter (WM) and gray matter (GM) regions and characterized with a power-law model ~Λ*f(θ). The frequency dependences of diffusivity and kurtosis (including changes between f(min) and f(max), Λ, and θ) vary over different WM and GM regions, indicating potential microstructural differences between regions. A trend of decreasing kurtosis over frequency in the short-time limit is successfully captured for in vivo human brains. The effects of gradient nonlinearity (GNL) on frequency-dependent diffusivity and kurtosis measurements are investigated and corrected. Our results show that the GNL has prominent scaling effects on the measured diffusivity values (3.5~5.5% difference in the global WM and 6~8% difference in the global cortex) and subsequently affects the corresponding power-law parameters (Λ, θ) while having a marginal influence on the measured kurtosis values (<0.05% difference) and power-law parameters (Λ, θ). This study expands previous OGSE studies and further demonstrates the translatability of frequency-dependent diffusivity and kurtosis measurements to human brains, which may provide new opportunities to probe human brain microstructure in health and disease.
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spelling pubmed-105299932023-10-01 Frequency-dependent diffusion kurtosis imaging in the human brain using an oscillating gradient spin echo sequence and a high-performance head-only gradient Dai, Erpeng Zhu, Ante Yang, Grant K. Quah, Kristin Tan, Ek T. Fiveland, Eric Foo, Thomas K.F. McNab, Jennifer A. Neuroimage Article Measuring the time/frequency dependence of diffusion MRI is a promising approach to distinguish between the effects of different tissue microenvironments, such as membrane restriction, tissue heterogeneity, and compartmental water exchange. In this study, we measure the frequency dependence of diffusivity (D) and kurtosis (K) with oscillating gradient diffusion encoding waveforms and a diffusion kurtosis imaging (DKI) model in human brains using a high-performance, head-only MAGNUS gradient system, with a combination of b-values, oscillating frequencies (f), and echo time that has not been achieved in human studies before. Frequency dependence of diffusivity and kurtosis are observed in both global and local white matter (WM) and gray matter (GM) regions and characterized with a power-law model ~Λ*f(θ). The frequency dependences of diffusivity and kurtosis (including changes between f(min) and f(max), Λ, and θ) vary over different WM and GM regions, indicating potential microstructural differences between regions. A trend of decreasing kurtosis over frequency in the short-time limit is successfully captured for in vivo human brains. The effects of gradient nonlinearity (GNL) on frequency-dependent diffusivity and kurtosis measurements are investigated and corrected. Our results show that the GNL has prominent scaling effects on the measured diffusivity values (3.5~5.5% difference in the global WM and 6~8% difference in the global cortex) and subsequently affects the corresponding power-law parameters (Λ, θ) while having a marginal influence on the measured kurtosis values (<0.05% difference) and power-law parameters (Λ, θ). This study expands previous OGSE studies and further demonstrates the translatability of frequency-dependent diffusivity and kurtosis measurements to human brains, which may provide new opportunities to probe human brain microstructure in health and disease. 2023-10-01 2023-08-14 /pmc/articles/PMC10529993/ /pubmed/37586445 http://dx.doi.org/10.1016/j.neuroimage.2023.120328 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) ).
spellingShingle Article
Dai, Erpeng
Zhu, Ante
Yang, Grant K.
Quah, Kristin
Tan, Ek T.
Fiveland, Eric
Foo, Thomas K.F.
McNab, Jennifer A.
Frequency-dependent diffusion kurtosis imaging in the human brain using an oscillating gradient spin echo sequence and a high-performance head-only gradient
title Frequency-dependent diffusion kurtosis imaging in the human brain using an oscillating gradient spin echo sequence and a high-performance head-only gradient
title_full Frequency-dependent diffusion kurtosis imaging in the human brain using an oscillating gradient spin echo sequence and a high-performance head-only gradient
title_fullStr Frequency-dependent diffusion kurtosis imaging in the human brain using an oscillating gradient spin echo sequence and a high-performance head-only gradient
title_full_unstemmed Frequency-dependent diffusion kurtosis imaging in the human brain using an oscillating gradient spin echo sequence and a high-performance head-only gradient
title_short Frequency-dependent diffusion kurtosis imaging in the human brain using an oscillating gradient spin echo sequence and a high-performance head-only gradient
title_sort frequency-dependent diffusion kurtosis imaging in the human brain using an oscillating gradient spin echo sequence and a high-performance head-only gradient
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10529993/
https://www.ncbi.nlm.nih.gov/pubmed/37586445
http://dx.doi.org/10.1016/j.neuroimage.2023.120328
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