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Updated: Feb 8, 2026

Novel In Vivo Micro-Computed Tomography Imaging Techniques for Assessing the Progression of Non-Alcoholic Fatty Liver Disease
Published on: March 24, 2023
Simultaneous quantification of hepatic MRI-PDFF and R2* in a rabbit model with nonalcoholic fatty liver disease
Xiaomin Wang1,2, Xiaojing Zhang1, Lin Ma3
1Department of Radiology, Chinese PLA General Hospital, Beijing, 100853, China.
Abstract:
Quantification of hepatic fat and iron content is important for early detection and monitoring of nonalcoholic fatty liver disease (NAFLD) patients. This study evaluated quantification efficiency of hepatic proton density fat fraction (PDFF) by MRI using NAFLD rabbits. R2* was also measured to investigate whether it correlates with fat levels in NAFLD. NAFLD rabbit model was successfully established by high fat and cholesterol diet. Rabbits underwent MRI examination for fat and iron analyses, compared with liver histological findings. MR examinations were performed on a 3.0T MR system using multi-echo 3D gradient recalled echo (GRE) sequence. MRI-PDFF showed significant differences between different steatosis grades with medians of 3.72% (normal), 5.43% (mild), 9.11% (moderate) and 11.17% (severe), whereas this was not observed in R2*. Close correlation between MRI-PDFF and histological steatosis was observed (r=0.78, P=0.000). Hepatic iron deposit was not found in any rabbits. There was no correlation between R2* and either liver MRI-PDFF or histological steatosis. MR measuring MRI-PDFF and R2* simultaneously provides promising quantification of steatosis and iron. Rabbit NAFLD model confirmed accuracy of MRI-PDFF for liver fat quantification. R2* measurement and relationship between fat and iron of NAFLD liver need further experimental investigation.
Insights
Magnetic resonance imaging (MRI) accurately quantifies liver fat in nonalcoholic fatty liver disease (NAFLD) using proton density fat fraction (PDFF). R2* measurements did not correlate with fat or iron levels in this NAFLD rabbit model.
Area of Science:
- Hepatology
- Medical Imaging
- Biomedical Engineering
Background:
- Nonalcoholic fatty liver disease (NAFLD) diagnosis and monitoring require accurate quantification of hepatic fat and iron.
- Magnetic resonance imaging (MRI) offers a non-invasive method for assessing liver steatosis and iron overload.
Purpose of the Study:
- To evaluate the quantification efficiency of hepatic proton density fat fraction (PDFF) by MRI in a rabbit model of NAFLD.
- To investigate the correlation of R2* measurements with hepatic fat levels in NAFLD.
Main Methods:
- A NAFLD rabbit model was established using a high-fat and cholesterol diet.
- MRI examinations were performed using a 3.0T MR system with a multi-echo 3D gradient recalled echo (GRE) sequence.
- MRI-PDFF and R2* values were compared with liver histological findings.
Main Results:
- MRI-PDFF demonstrated significant differences across varying grades of steatosis (normal, mild, moderate, severe).
- A strong positive correlation was observed between MRI-PDFF and histological steatosis (r=0.78, P=0.000).
- R2* measurements did not show significant differences between steatosis grades and did not correlate with fat or iron levels.
Conclusions:
- MRI-PDFF is an accurate method for quantifying liver fat in NAFLD.
- Simultaneous measurement of MRI-PDFF and R2* shows promise for steatosis and iron quantification, though further investigation into R2* is needed.
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