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Updated: Jun 18, 2026

A Three-Dimensional Digital Model for Early Diagnosis of Hepatic Fibrosis Based on Magnetic Resonance Elastography
Published on: July 21, 2023
Value of diffusion-weighted MRI for assessing liver fibrosis and cirrhosis
Kumaresan Sandrasegaran1, Fatih M Akisik, Chen Lin
1Department of Radiology, Indiana University School of Medicine, UH 0279, Indianapolis, IN 46202, USA. ksandras@iupui.edu
Objective:
The objective of our study was to determine the usefulness of the apparent diffusion coefficient (ADC) of liver parenchyma for determining the severity of liver fibrosis.
Materials And Methods:
This study investigated 78 patients who underwent diffusion-weighted imaging (DWI) with 1.5-T MRI and pathologic staging of liver fibrosis based on biopsy. DWI was performed with b values of 50 and 400 s/mm(2). ADCs of liver were measured using 2.0- to 3.0-cm(2) regions of interest in the right and left lobes of the liver; the mean ADC value was used for analysis. Pathologic METAVIR scores for liver fibrosis stage were used as a reference standard.
Results:
The mean ADC values for fibrosis pathologically staged using the METAVIR classification system as F0 (n = 11), F1 (n = 16), F2 (n = 10), F3 (n = 14), and F4 (n = 27) were 125.9, 105.0, 104.5, 103.2, and 99.1 x 10(-5) s/mm(2), respectively. The correlation between the ADC values and the degree of liver fibrosis was moderate (Spearman's test, rho = -0.36). There was a significant difference in ADC values between patients with nonfibrotic liver (F0) and those with cirrhotic liver (F4) (p = 0.008). The best cutoff ADC value to distinguish between these groups was 118 x 10(-5) s/mm(2). However, ADC values were not useful for differentiating viral hepatitis patients with F2 fibrosis or higher from those with a lower degree of fibrosis (area under the receiver operating characteristic curve [AUC] = 0.66) or for differentiating low-stage fibrosis in all patients from high-stage fibrosis in all patients (AUC = 0.54).
Conclusion:
The ADCs in cirrhotic livers are significantly lower than those in nonfibrotic livers. However, ADC values measured using the current generation of scanners are not reliable enough to replace liver biopsy for staging hepatic fibrosis.
Insights
Apparent diffusion coefficient (ADC) measurements show lower values in cirrhotic livers compared to nonfibrotic livers. However, ADC is not yet reliable enough to replace liver biopsy for staging liver fibrosis.
Area of Science:
- Radiology
- Hepatology
- Medical Imaging
Background:
- Liver fibrosis staging is crucial for patient management.
- Liver biopsy, the current standard, is invasive.
- Non-invasive methods for fibrosis staging are highly sought after.
Purpose of the Study:
- To evaluate the utility of apparent diffusion coefficient (ADC) derived from diffusion-weighted imaging (DWI) magnetic resonance imaging (MRI).
- To determine if ADC can accurately assess the severity of liver fibrosis.
- To compare ADC values with histopathological fibrosis staging (METAVIR scores).
Main Methods:
- Seventy-eight patients underwent 1.5-T MRI with DWI (b values of 50 and 400 s/mm(2)).
- Liver parenchyma ADC values were measured using regions of interest.
- Histopathological liver fibrosis staging (METAVIR scores F0-F4) served as the reference standard.
Main Results:
- Mean ADC values decreased with increasing fibrosis stage (F0 to F4).
- A significant difference in ADC was observed between nonfibrotic (F0) and cirrhotic (F4) livers (p = 0.008).
- ADC values showed only a moderate correlation with fibrosis stage (rho = -0.36) and were insufficient for differentiating intermediate fibrosis stages.
Conclusions:
- ADC values are significantly lower in cirrhotic livers than in nonfibrotic livers.
- Current ADC measurements lack the reliability to replace liver biopsy for hepatic fibrosis staging.
- Further research may be needed to improve the accuracy of diffusion-weighted imaging for liver fibrosis assessment.
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