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In vivo demonstration of microscopic anisotropy in the human kidney using multidimensional diffusion MRI

PURPOSE: To demonstrate the feasibility of multidimensional diffusion MRI to probe and quantify microscopic fractional anisotropy (μFA) in human kidneys in vivo. METHODS: Linear tensor encoded (LTE) and spherical tensor encoded (STE) renal diffusion MRI scans were performed in 10 healthy volunteers....

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Autores principales: Nery, Fabio, Szczepankiewicz, Filip, Kerkelä, Leevi, Hall, Matt G., Kaden, Enrico, Gordon, Isky, Thomas, David L., Clark, Chris A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6988820/
https://www.ncbi.nlm.nih.gov/pubmed/31243814
http://dx.doi.org/10.1002/mrm.27869
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author Nery, Fabio
Szczepankiewicz, Filip
Kerkelä, Leevi
Hall, Matt G.
Kaden, Enrico
Gordon, Isky
Thomas, David L.
Clark, Chris A.
author_facet Nery, Fabio
Szczepankiewicz, Filip
Kerkelä, Leevi
Hall, Matt G.
Kaden, Enrico
Gordon, Isky
Thomas, David L.
Clark, Chris A.
author_sort Nery, Fabio
collection PubMed
description PURPOSE: To demonstrate the feasibility of multidimensional diffusion MRI to probe and quantify microscopic fractional anisotropy (μFA) in human kidneys in vivo. METHODS: Linear tensor encoded (LTE) and spherical tensor encoded (STE) renal diffusion MRI scans were performed in 10 healthy volunteers. Respiratory triggering and image registration were used to minimize motion artefacts during the acquisition. Kidney cortex–medulla were semi-automatically segmented based on fractional anisotropy (FA) values. A model-free analysis of LTE and STE signal dependence on b-value in the renal cortex and medulla was performed. Subsequently, μFA was estimated using a single-shell approach. Finally, a comparison of conventional FA and μFA is shown. RESULTS: The hallmark effect of μFA (divergence of LTE and STE signal with increasing b-value) was observed in all subjects. A statistically significant difference between LTE and STE signal was found in the cortex and medulla, starting from b = 750 s/mm(2) and b = 500 s/mm(2), respectively. This difference was maximal at the highest b-value sampled (b = 1000 s/mm(2)) which suggests that relatively high b-values are required for μFA mapping in the kidney compared to conventional FA. Cortical and medullary μFA were, respectively, 0.53 ± 0.09 and 0.65 ± 0.05, both respectively higher than conventional FA (0.19 ± 0.02 and 0.40 ± 0.02). CONCLUSION: The feasibility of combining LTE and STE diffusion MRI to probe and quantify μFA in human kidneys is demonstrated for the first time. By doing so, we show that novel microstructure information—not accessible by conventional diffusion encoding—can be probed by multidimensional diffusion MRI. We also identify relevant technical limitations that warrant further development of the technique for body MRI.
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spelling pubmed-69888202020-01-29 In vivo demonstration of microscopic anisotropy in the human kidney using multidimensional diffusion MRI Nery, Fabio Szczepankiewicz, Filip Kerkelä, Leevi Hall, Matt G. Kaden, Enrico Gordon, Isky Thomas, David L. Clark, Chris A. Magn Reson Med Article PURPOSE: To demonstrate the feasibility of multidimensional diffusion MRI to probe and quantify microscopic fractional anisotropy (μFA) in human kidneys in vivo. METHODS: Linear tensor encoded (LTE) and spherical tensor encoded (STE) renal diffusion MRI scans were performed in 10 healthy volunteers. Respiratory triggering and image registration were used to minimize motion artefacts during the acquisition. Kidney cortex–medulla were semi-automatically segmented based on fractional anisotropy (FA) values. A model-free analysis of LTE and STE signal dependence on b-value in the renal cortex and medulla was performed. Subsequently, μFA was estimated using a single-shell approach. Finally, a comparison of conventional FA and μFA is shown. RESULTS: The hallmark effect of μFA (divergence of LTE and STE signal with increasing b-value) was observed in all subjects. A statistically significant difference between LTE and STE signal was found in the cortex and medulla, starting from b = 750 s/mm(2) and b = 500 s/mm(2), respectively. This difference was maximal at the highest b-value sampled (b = 1000 s/mm(2)) which suggests that relatively high b-values are required for μFA mapping in the kidney compared to conventional FA. Cortical and medullary μFA were, respectively, 0.53 ± 0.09 and 0.65 ± 0.05, both respectively higher than conventional FA (0.19 ± 0.02 and 0.40 ± 0.02). CONCLUSION: The feasibility of combining LTE and STE diffusion MRI to probe and quantify μFA in human kidneys is demonstrated for the first time. By doing so, we show that novel microstructure information—not accessible by conventional diffusion encoding—can be probed by multidimensional diffusion MRI. We also identify relevant technical limitations that warrant further development of the technique for body MRI. 2019-06-26 2019-12 /pmc/articles/PMC6988820/ /pubmed/31243814 http://dx.doi.org/10.1002/mrm.27869 Text en This is an open access article under the terms of the Creative Commons Attribution-NonCommercial License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. http://creativecommons.org/licenses/by-nc/4.0/
spellingShingle Article
Nery, Fabio
Szczepankiewicz, Filip
Kerkelä, Leevi
Hall, Matt G.
Kaden, Enrico
Gordon, Isky
Thomas, David L.
Clark, Chris A.
In vivo demonstration of microscopic anisotropy in the human kidney using multidimensional diffusion MRI
title In vivo demonstration of microscopic anisotropy in the human kidney using multidimensional diffusion MRI
title_full In vivo demonstration of microscopic anisotropy in the human kidney using multidimensional diffusion MRI
title_fullStr In vivo demonstration of microscopic anisotropy in the human kidney using multidimensional diffusion MRI
title_full_unstemmed In vivo demonstration of microscopic anisotropy in the human kidney using multidimensional diffusion MRI
title_short In vivo demonstration of microscopic anisotropy in the human kidney using multidimensional diffusion MRI
title_sort in vivo demonstration of microscopic anisotropy in the human kidney using multidimensional diffusion mri
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6988820/
https://www.ncbi.nlm.nih.gov/pubmed/31243814
http://dx.doi.org/10.1002/mrm.27869
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