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Updated: May 26, 2026

A 3D Quantification Technique for Liver Fat Fraction Distribution Analysis Using Dixon Magnetic Resonance Imaging
Published on: October 20, 2023
Diffusion-weighted MRI of fatty liver
Ahmet K Poyraz1, Mehmet R Onur, Ercan Kocakoç
1Firat University, School of Medicine, Department of Radiology, Turkey. akursadpoyraz@yahoo.com.tr
Apparent diffusion coefficient (ADC) of the liver decreases with increased hepatic fat fraction (HFF). This study found a significant inverse relationship between liver ADC and HFF in patients with fatty liver disease.
Area of Science:
- Radiology
- Medical Imaging
- Hepatology
Background:
- Fatty liver disease is a growing health concern.
- Accurate non-invasive assessment of liver fat is crucial for diagnosis and management.
- Magnetic Resonance Imaging (MRI) offers advanced techniques for liver tissue characterization.
Purpose of the Study:
- To investigate the impact of hepatic fat infiltration on liver apparent diffusion coefficient (ADC).
- To evaluate the correlation between liver ADC and hepatic fat fraction (HFF).
Main Methods:
- Retrospective analysis of MRI scans from 120 patients (42 fatty liver, 78 control).
- Apparent diffusion coefficient (ADC) measured from diffusion-weighted images.
- Hepatic fat fraction (HFF) quantified using T1W GRE dual-echo sequences.
- Statistical analysis included t-tests, linear regression, and Pearson correlation.
Main Results:
- Patients with fatty liver exhibited significantly lower mean ADC values compared to controls (1.20 vs. 1.32 × 10(-3) mm(2)/s, P=0.02).
- A significant inverse relationship was observed between HFF and ADC (r = -0.39, P < 0.0001).
- Mean HFF was substantially higher in the fatty liver group (13.67%) than in the control group (0.85%).
Conclusions:
- Liver ADC is significantly reduced in individuals with elevated hepatic fat fraction (>5%).
- A strong inverse correlation exists between liver ADC and HFF, suggesting ADC as a potential biomarker for fatty liver.
- MRI-based ADC measurements provide valuable insights into liver fat content.
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