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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...

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Detalles Bibliográficos
Autores principales: Wilczynski, Ella, Sasson, Efrat, Eliav, Uzi, Navon, Gil, Nevo, Uri
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2022
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
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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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