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Quantitative Magnetization EXchange MRI Measurement of Liver Fibrosis Model in Rodents
BACKGROUND: Quantitative MRI can elucidate the complex microstructural changes in liver disease. The Magnetization EXchange (MEX) method estimates macromolecular fraction, such as collagen, and can potentially aid in this task. HYPOTHESIS: MEX sequence, and its derived quantitative macromolecular fr...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons, Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10084184/ https://www.ncbi.nlm.nih.gov/pubmed/35521943 http://dx.doi.org/10.1002/jmri.28228 |
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author | Wilczynski, Ella Sasson, Efrat Eliav, Uzi Navon, Gil Nevo, Uri |
author_facet | Wilczynski, Ella Sasson, Efrat Eliav, Uzi Navon, Gil Nevo, Uri |
author_sort | Wilczynski, Ella |
collection | PubMed |
description | BACKGROUND: Quantitative MRI can elucidate the complex microstructural changes in liver disease. The Magnetization EXchange (MEX) method estimates macromolecular fraction, such as collagen, and can potentially aid in this task. HYPOTHESIS: MEX sequence, and its derived quantitative macromolecular fraction, should correlate with collagen deposition in rodents liver fibrosis model. STUDY TYPE: Prospective. ANIMAL MODEL: Sixteen adults Sprague–Dawley rats and 13 adults C57BL/6 strain mice given carbon tetrachloride (CCl(4)) twice weekly for 6 or 8 weeks. FIELD STRENGTH/SEQUENCE: A 7 T scanner. MEX sequence (selective suppression and magnetization exchange), spin‐echo and gradient‐echo scans. ASSESSMENT: Macromolecular fraction (F) and T(1) were extracted for each voxel and for livers' regions of interest, additional to calculating the percentage of F > 0.1 pixels in F maps (high‐F). Histology included staining with hematoxylin and eosin, picrosirius red and Masson trichrome, and inflammation scoring. Quantitative collagen percentage calculated using automatic spectral‐segmentation of the staining. STATISTICAL TESTS: Comparing CCl(4)‐treated groups and controls using Welch's t‐test and paired t‐test between different time points. Pearson's correlation used between ROI MEX parameters or high‐F fraction, and quantitative histology. F or T(1), and inflammation scores were tested with one‐sided t‐test. P < 0.05 was deemed significant. RESULTS: Rats: F values were significantly different after 6 weeks of treatment (0.10 ± 0.02) compared to controls (0.080 ± 0.003). After 8 weeks, F significantly increased (0.11 ± 0.02) in treated animals, while controls are not significant (0.0814 ± 0.0008, P = 0.079). F correlated with quantitative histology (R = 0.87), and T(1) was significantly different between inflammation scores (1: 1332 ± 224 msec, 2: 2007 ± 464 msec). Mice: F was significantly higher (0.062 ± 0.006) in treatment group compared to controls (0.042 ± 0.006). F and high‐F fraction correlated with quantitative histology (R = 0.88; R = 0.84). T(1) was significantly different between inflammation scores (1:1366 ± 99 msec; 2:1648 ± 45 msec). DATA CONCLUSION: MEX extracted parameters are sensitive to collagen deposition and inflammation and are correlated with histology results of mouse and rat liver fibrosis model. EVIDENCE LEVEL: 1 TECHNICAL EFFICACY: Stage 3 |
format | Online Article Text |
id | pubmed-10084184 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley & Sons, Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100841842023-04-11 Quantitative Magnetization EXchange MRI Measurement of Liver Fibrosis Model in Rodents Wilczynski, Ella Sasson, Efrat Eliav, Uzi Navon, Gil Nevo, Uri J Magn Reson Imaging Research Articles BACKGROUND: Quantitative MRI can elucidate the complex microstructural changes in liver disease. The Magnetization EXchange (MEX) method estimates macromolecular fraction, such as collagen, and can potentially aid in this task. HYPOTHESIS: MEX sequence, and its derived quantitative macromolecular fraction, should correlate with collagen deposition in rodents liver fibrosis model. STUDY TYPE: Prospective. ANIMAL MODEL: Sixteen adults Sprague–Dawley rats and 13 adults C57BL/6 strain mice given carbon tetrachloride (CCl(4)) twice weekly for 6 or 8 weeks. FIELD STRENGTH/SEQUENCE: A 7 T scanner. MEX sequence (selective suppression and magnetization exchange), spin‐echo and gradient‐echo scans. ASSESSMENT: Macromolecular fraction (F) and T(1) were extracted for each voxel and for livers' regions of interest, additional to calculating the percentage of F > 0.1 pixels in F maps (high‐F). Histology included staining with hematoxylin and eosin, picrosirius red and Masson trichrome, and inflammation scoring. Quantitative collagen percentage calculated using automatic spectral‐segmentation of the staining. STATISTICAL TESTS: Comparing CCl(4)‐treated groups and controls using Welch's t‐test and paired t‐test between different time points. Pearson's correlation used between ROI MEX parameters or high‐F fraction, and quantitative histology. F or T(1), and inflammation scores were tested with one‐sided t‐test. P < 0.05 was deemed significant. RESULTS: Rats: F values were significantly different after 6 weeks of treatment (0.10 ± 0.02) compared to controls (0.080 ± 0.003). After 8 weeks, F significantly increased (0.11 ± 0.02) in treated animals, while controls are not significant (0.0814 ± 0.0008, P = 0.079). F correlated with quantitative histology (R = 0.87), and T(1) was significantly different between inflammation scores (1: 1332 ± 224 msec, 2: 2007 ± 464 msec). Mice: F was significantly higher (0.062 ± 0.006) in treatment group compared to controls (0.042 ± 0.006). F and high‐F fraction correlated with quantitative histology (R = 0.88; R = 0.84). T(1) was significantly different between inflammation scores (1:1366 ± 99 msec; 2:1648 ± 45 msec). DATA CONCLUSION: MEX extracted parameters are sensitive to collagen deposition and inflammation and are correlated with histology results of mouse and rat liver fibrosis model. EVIDENCE LEVEL: 1 TECHNICAL EFFICACY: Stage 3 John Wiley & Sons, Inc. 2022-05-06 2023-01 /pmc/articles/PMC10084184/ /pubmed/35521943 http://dx.doi.org/10.1002/jmri.28228 Text en © 2022 The Authors. Journal of Magnetic Resonance Imaging published by Wiley Periodicals LLC on behalf of International Society for Magnetic Resonance in Medicine. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Wilczynski, Ella Sasson, Efrat Eliav, Uzi Navon, Gil Nevo, Uri Quantitative Magnetization EXchange MRI Measurement of Liver Fibrosis Model in Rodents |
title | Quantitative Magnetization EXchange MRI Measurement of Liver Fibrosis Model in Rodents |
title_full | Quantitative Magnetization EXchange MRI Measurement of Liver Fibrosis Model in Rodents |
title_fullStr | Quantitative Magnetization EXchange MRI Measurement of Liver Fibrosis Model in Rodents |
title_full_unstemmed | Quantitative Magnetization EXchange MRI Measurement of Liver Fibrosis Model in Rodents |
title_short | Quantitative Magnetization EXchange MRI Measurement of Liver Fibrosis Model in Rodents |
title_sort | quantitative magnetization exchange mri measurement of liver fibrosis model in rodents |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10084184/ https://www.ncbi.nlm.nih.gov/pubmed/35521943 http://dx.doi.org/10.1002/jmri.28228 |
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