TY - JOUR
T1 - Quantitative Magnetization EXchange MRI Measurement of Liver Fibrosis Model in Rodents
AU - Wilczynski, Ella
AU - Sasson, Efrat
AU - Eliav, Uzi
AU - Navon, Gil
AU - Nevo, Uri
N1 - Publisher Copyright:
© 2022 The Authors. Journal of Magnetic Resonance Imaging published by Wiley Periodicals LLC on behalf of International Society for Magnetic Resonance in Medicine.
PY - 2023/1
Y1 - 2023/1
N2 - 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 (CCl4) 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 T1 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 CCl4-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 T1, 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 T1 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). T1 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.
AB - 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 (CCl4) 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 T1 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 CCl4-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 T1, 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 T1 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). T1 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.
KW - MEX MRI
KW - animal model
KW - collagen fraction
KW - liver fibrosis
UR - http://www.scopus.com/inward/record.url?scp=85129387713&partnerID=8YFLogxK
U2 - 10.1002/jmri.28228
DO - 10.1002/jmri.28228
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C2 - 35521943
AN - SCOPUS:85129387713
SN - 1053-1807
VL - 57
SP - 285
EP - 295
JO - Journal of Magnetic Resonance Imaging
JF - Journal of Magnetic Resonance Imaging
IS - 1
ER -