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Updated: Jan 10, 2026

Author Spotlight: Advancing Hepatic Fibrosis Diagnosis Using Magnetic Resonance Elastography and AI
Published on: July 21, 2023
Prospective Comparison of DWI-Derived Virtual MR Elastography and Conventional MR Elastography in Metabolic
Anton Volniansky1,2, Thierry L Lefebvre2,3,4, Merve Kulbay2,5
1Department of Radiology, Radiation Oncology and Nuclear Medicine, Université de Montréal, Montréal, Canada.
Background:
Virtual MR elastography (VMRE) and MRE have been proposed for liver fibrosis staging in metabolic dysfunction-associated steatotic liver disease (MASLD), but VMRE's diagnostic performance remains debated.
Purpose:
To assess the inter-visit and inter-reader reproducibility of fat-uncorrected and fat-corrected diffusion-weighted imaging (DWI)-based VMRE and to compare their diagnostic performance with MRE for liver fibrosis staging in the MASLD population.
Study Type:
Prospective.
Population:
Fifty four participants were enrolled: 43 with biopsy-proven MASLD (age: 57.0 ± 9.0 years; 26 males) and 11 healthy volunteers (age: 31.0 ± 15.0 years; 4 males).
Field Strength/Sequence:
3.0T, DWI (b-values of 0, 200, and 1500 s/mm2) for VMRE and phase-contrast MRE at 60 Hz was performed.
Assessment:
VMRE-derived shifted apparent diffusion coefficients (sADC) reproducibility and diagnostic performance; MRE-derived stiffness diagnostic performance.
Statistical Tests:
Reproducibility was evaluated using intraclass correlation coefficients (ICC), within-subject coefficient of variation (wCV), and bias and limits of agreement (LOA) in Bland-Altman analysis. Diagnostic performance was assessed with areas under the receiver operating characteristic curve (AUC) and compared with DeLong's test. p < 0.05 was considered statistically significant.
Results:
For inter-visit agreement, the ICC of fat-uncorrected and fat-corrected sADC were 0.88 and 0.83; wCV were 0.120 ± 0.30 and 0.141 ± 0.31; bias and 95% LOA were (-0.03 ± 0.18) × 10-3 mm2/s and (-0.05 ± 0.33) × 10-3 mm2/s, respectively. For inter-reader agreement, the ICC of fat-uncorrected and fat-corrected VMRE were 0.99 and 0.99; wCV were 0.028 ± 0.011 and 0.039 ± 0.012, respectively; bias and 95% LOA were (-0.01 ± 0.03) × 10-3 mm2/s and (-0.02 ± 0.05) × 10-3 mm2/s, respectively. AUC of fat-uncorrected, fat-corrected sADC, and MRE-derived stiffness for distinguishing fibrosis stages F0 versus ≥ F1 were 0.70 ± 0.17, 0.56 ± 0.18, and 0.87 ± 0.10; ≤ F1 versus ≥ F2 were 0.61 ± 0.16, 0.49 ± 0.17, and 0.86 ± 0.10; ≤ F2 versus ≥ F3 were 0.54 ± 0.16, 0.50 ± 0.16, and 0.89 ± 0.09; and ≤ F3 versus F4 were 0.58 ± 0.16, 0.55 ± 0.17, and 0.85 ± 0.11, respectively. MRE had significantly higher diagnostic performance than fat-uncorrected and fat-corrected VMRE for all fibrosis stages.
Data Conclusion:
VMRE has good reproducibility, but has lower fibrosis staging accuracy than MRE.
Evidence Level:
1.
Technical Efficacy:
Stage 2.
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