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Author Spotlight: Advancing Hepatic Fibrosis Diagnosis Using Magnetic Resonance Elastography and AI
Published on: July 21, 2023
Evaluation of hepatic fibrosis using intravoxel incoherent motion in diffusion-weighted liver MRI
Jeong Hee Yoon1, Jeong Min Lee, Jee Hyun Baek
1From the *Department of Radiology, Seoul National University Hospital; and †Institute of Radiation Medicine, Seoul National University College of Medicine, Seoul, Korea; and ‡Siemens Healthcare, Erlangen, Germany.
Objectives:
To determine whether intravoxel incoherent motion (IVIM)-diffusion-weighted image (DWI)-derived parameters showed better diagnostic performance than the apparent diffusion coefficient (ADC(total)) for the evaluation of hepatic fibrosis (HF).
Methods:
This retrospective study was approved by institutional review board, and informed consent was waived. Fifty-five patients with chronic liver disease who had undergone IVIM-DWI using 8 b-values at 3 T were included. True diffusion coefficient (Dt), pseudo-diffusion coefficient (Dp), perfusion fraction (f), and ADC(total) were calculated. Receiver operating characteristic analysis was performed for all parameters for the HF staging.
Results:
All parameters showed a significant correlation with the HF stages (-0.31 to -0.72, P < 0.05). All parameters were significantly higher in F0 to F1 than in F4 (P < 0.05). The Dp showed better performance than the ADC(total) in differentiating significant HF (≥F2) from F0 to F1.
Conclusions:
The IVIM-derived parameters and ADC(total) showed significant correlation with HF. The D p showed better diagnostic performance for differentiating significant HF than did ADC(total).
Insights
Intravoxel incoherent motion (IVIM)-diffusion-weighted imaging (DWI) parameters, particularly the pseudo-diffusion coefficient (Dp), demonstrate superior diagnostic performance for assessing hepatic fibrosis (HF) compared to the apparent diffusion coefficient (ADC(total)). This finding aids in non-invasively evaluating liver disease progression.
Area of Science:
- Radiology
- Medical Imaging
- Hepatology
Background:
- Hepatic fibrosis (HF) is a critical indicator of liver disease progression.
- Accurate non-invasive assessment of HF is essential for patient management.
- Current imaging techniques have limitations in differentiating HF stages.
Purpose of the Study:
- To compare the diagnostic performance of intravoxel incoherent motion (IVIM)-diffusion-weighted imaging (DWI) parameters against the apparent diffusion coefficient (ADC(total)) for hepatic fibrosis evaluation.
- To determine if IVIM-DWI parameters offer improved accuracy in staging hepatic fibrosis.
Main Methods:
- Retrospective analysis of 55 patients with chronic liver disease who underwent IVIM-DWI at 3 Tesla with 8 b-values.
- Calculation of IVIM-DWI parameters: true diffusion coefficient (Dt), pseudo-diffusion coefficient (Dp), perfusion fraction (f), and ADC(total).
- Receiver operating characteristic (ROC) analysis was employed for parameter evaluation in hepatic fibrosis staging.
Main Results:
- All assessed parameters (Dt, Dp, f, ADC(total)) showed significant correlations with hepatic fibrosis stages (P < 0.05).
- Parameters were significantly higher in patients with stages F0-F1 compared to F4 (P < 0.05).
- The pseudo-diffusion coefficient (Dp) demonstrated superior performance in differentiating significant hepatic fibrosis (≥F2) from early stages (F0-F1) compared to ADC(total).
Conclusions:
- Both IVIM-derived parameters and ADC(total) exhibit significant correlations with hepatic fibrosis stages.
- The pseudo-diffusion coefficient (Dp) derived from IVIM-DWI offers enhanced diagnostic performance for identifying significant hepatic fibrosis over ADC(total).
- IVIM-DWI shows promise as a more effective imaging biomarker for non-invasive hepatic fibrosis assessment.
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