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Nonalcoholic Fatty Liver Disease: Correlation of the Liver Parenchyma Fatty Acid with Intravoxel Incoherent Motion MR Imaging–An Experimental Study in a Rat Model

PURPOSE: To prospectively evaluate the changes in fatty acid concentration after administrating a 60% high-fat diet to a non-alcoholic fatty liver disease rat model and to perform a correlation analysis between fatty acid with molecular diffusion (D(true)), perfusion-related diffusion (D(fast)), and...

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Autores principales: Yu, Seung-Man, Ki, Sung Hwan, Baek, Hyeon-Man
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4603664/
https://www.ncbi.nlm.nih.gov/pubmed/26460614
http://dx.doi.org/10.1371/journal.pone.0139874
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author Yu, Seung-Man
Ki, Sung Hwan
Baek, Hyeon-Man
author_facet Yu, Seung-Man
Ki, Sung Hwan
Baek, Hyeon-Man
author_sort Yu, Seung-Man
collection PubMed
description PURPOSE: To prospectively evaluate the changes in fatty acid concentration after administrating a 60% high-fat diet to a non-alcoholic fatty liver disease rat model and to perform a correlation analysis between fatty acid with molecular diffusion (D(true)), perfusion-related diffusion (D(fast)), and perfusion fraction (P(fraction)). MATERIAL AND METHODS: This prospective study was approved by the appropriate ethics committee. Ten male Sprague-Dawley rats were fed a 60% high-fat diet until the study was finished. Point-resolved spectroscopy sequence (1)H-MRS with TR = 1,500 msec, TE = 35 msec, NEX = 64, and 8×8×8 mm(3) voxel was used to acquire magnetic resonance spectroscopy (MRS) data. Diffusion-weighted imaging was performed on a two-dimensional multi-b value spin echo planar image with the following parameters: repetition time msec/echo time msec, 4500 /63; field of view, 120×120 msec(2); matrix, 128×128; section thickness, 3 mm; number of repetition, 8; and multiple b value, 0, 25, 50, 75, 100, 200, 500, 1000 sec/mm(2). Baseline magnetic resonance imaging and magnetic resonance spectroscopy data (control) were acquired. (1)H proton MRS and diffusion-weighted imaging were obtained every 2 weeks for 8 weeks. The individual contributions of the true molecular diffusion and the incoherent motions of water molecules in the capillary network to the apparent diffusion changes were estimated using a least-square nonlinear fitting in MatLab. A Wilcoxon signed-rank test with the Kruskal-Wallis test was used to compare each week’s fatty acid mean quantification. Spearman’s correlation coefficient was used to evaluate the correlation between each fatty acid (e.g., total lipid (TL), total saturated fatty acid (TSFA), total unsaturated fatty acid (TUSFA), total unsaturated bond (TUSB), and polyunsaturated bond (PUSB)) and intravoxel incoherent motion (IVIM) mapping images (e.g., D(true), D(fast), and P(fraction)). RESULTS: The highest mean TL value was at week 8 (0.278 ± 0.10) after the administration of the 60% high-fat diet, followed by weeks 6, 4, 2, and 0. The concentration level (16.99±2.29) of TSFA at week 4 was the highest. No significant differences in the concentrations of TUSFA, TUSB, or PUSB were observed in different weeks. CONCLUSION: After the administration of the 60% high-fat diet in nonalcoholic fatty liver disease model, TL and TSFA depositions had significant changes. The mean concentrations of TUSFA, TUSB, PUSB did not significantly change. Total unsaturated fatty acid and polyunsaturated bond showed positive correlations with D(true) and P(fraction).
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spelling pubmed-46036642015-10-20 Nonalcoholic Fatty Liver Disease: Correlation of the Liver Parenchyma Fatty Acid with Intravoxel Incoherent Motion MR Imaging–An Experimental Study in a Rat Model Yu, Seung-Man Ki, Sung Hwan Baek, Hyeon-Man PLoS One Research Article PURPOSE: To prospectively evaluate the changes in fatty acid concentration after administrating a 60% high-fat diet to a non-alcoholic fatty liver disease rat model and to perform a correlation analysis between fatty acid with molecular diffusion (D(true)), perfusion-related diffusion (D(fast)), and perfusion fraction (P(fraction)). MATERIAL AND METHODS: This prospective study was approved by the appropriate ethics committee. Ten male Sprague-Dawley rats were fed a 60% high-fat diet until the study was finished. Point-resolved spectroscopy sequence (1)H-MRS with TR = 1,500 msec, TE = 35 msec, NEX = 64, and 8×8×8 mm(3) voxel was used to acquire magnetic resonance spectroscopy (MRS) data. Diffusion-weighted imaging was performed on a two-dimensional multi-b value spin echo planar image with the following parameters: repetition time msec/echo time msec, 4500 /63; field of view, 120×120 msec(2); matrix, 128×128; section thickness, 3 mm; number of repetition, 8; and multiple b value, 0, 25, 50, 75, 100, 200, 500, 1000 sec/mm(2). Baseline magnetic resonance imaging and magnetic resonance spectroscopy data (control) were acquired. (1)H proton MRS and diffusion-weighted imaging were obtained every 2 weeks for 8 weeks. The individual contributions of the true molecular diffusion and the incoherent motions of water molecules in the capillary network to the apparent diffusion changes were estimated using a least-square nonlinear fitting in MatLab. A Wilcoxon signed-rank test with the Kruskal-Wallis test was used to compare each week’s fatty acid mean quantification. Spearman’s correlation coefficient was used to evaluate the correlation between each fatty acid (e.g., total lipid (TL), total saturated fatty acid (TSFA), total unsaturated fatty acid (TUSFA), total unsaturated bond (TUSB), and polyunsaturated bond (PUSB)) and intravoxel incoherent motion (IVIM) mapping images (e.g., D(true), D(fast), and P(fraction)). RESULTS: The highest mean TL value was at week 8 (0.278 ± 0.10) after the administration of the 60% high-fat diet, followed by weeks 6, 4, 2, and 0. The concentration level (16.99±2.29) of TSFA at week 4 was the highest. No significant differences in the concentrations of TUSFA, TUSB, or PUSB were observed in different weeks. CONCLUSION: After the administration of the 60% high-fat diet in nonalcoholic fatty liver disease model, TL and TSFA depositions had significant changes. The mean concentrations of TUSFA, TUSB, PUSB did not significantly change. Total unsaturated fatty acid and polyunsaturated bond showed positive correlations with D(true) and P(fraction). Public Library of Science 2015-10-13 /pmc/articles/PMC4603664/ /pubmed/26460614 http://dx.doi.org/10.1371/journal.pone.0139874 Text en © 2015 Yu et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Yu, Seung-Man
Ki, Sung Hwan
Baek, Hyeon-Man
Nonalcoholic Fatty Liver Disease: Correlation of the Liver Parenchyma Fatty Acid with Intravoxel Incoherent Motion MR Imaging–An Experimental Study in a Rat Model
title Nonalcoholic Fatty Liver Disease: Correlation of the Liver Parenchyma Fatty Acid with Intravoxel Incoherent Motion MR Imaging–An Experimental Study in a Rat Model
title_full Nonalcoholic Fatty Liver Disease: Correlation of the Liver Parenchyma Fatty Acid with Intravoxel Incoherent Motion MR Imaging–An Experimental Study in a Rat Model
title_fullStr Nonalcoholic Fatty Liver Disease: Correlation of the Liver Parenchyma Fatty Acid with Intravoxel Incoherent Motion MR Imaging–An Experimental Study in a Rat Model
title_full_unstemmed Nonalcoholic Fatty Liver Disease: Correlation of the Liver Parenchyma Fatty Acid with Intravoxel Incoherent Motion MR Imaging–An Experimental Study in a Rat Model
title_short Nonalcoholic Fatty Liver Disease: Correlation of the Liver Parenchyma Fatty Acid with Intravoxel Incoherent Motion MR Imaging–An Experimental Study in a Rat Model
title_sort nonalcoholic fatty liver disease: correlation of the liver parenchyma fatty acid with intravoxel incoherent motion mr imaging–an experimental study in a rat model
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4603664/
https://www.ncbi.nlm.nih.gov/pubmed/26460614
http://dx.doi.org/10.1371/journal.pone.0139874
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