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Author Spotlight: Advancing Hepatic Fibrosis Diagnosis Using Magnetic Resonance Elastography and AI
Published on: July 21, 2023
Differentiating mild and substantial hepatic fibrosis from healthy controls: a comparison of diffusion kurtosis
Shuangshuang Xie1, Qing Li1, Yue Cheng1
1Department of Radiology, Tianjin First Central Hospital, Tianjin Imaging Medical Institute, Nankai District, Tianjin, PR China.
Background:
Early and accurate detection of liver fibrosis are important for clinical treatment.
Purpose:
To compare the diagnostic accuracy of liver diffusion kurtosis imaging (DKI) and conventional diffusion-weighted imaging (cDWI) in differentiating patients with mild and substantial fibrosis from normal individuals.
Material And Methods:
Twenty-seven healthy volunteers with no fibrosis (S0) and 45 patients with mild (S1) or substantial (S2) liver fibrosis underwent DWI with multiple b-values. Liver mean apparent diffusion (MD) and mean kurtosis (MK) values derived from DKI and apparent diffusion coefficient (ADC) derived from cDWI were measured and compared. Their discriminative abilities were analyzed and compared by receiver operating characteristic (ROC) curve analysis.
Results:
Significant differences in MD and ADC values were found between groups (P < 0.05). MD value was statistically different between S0 and S1 (P = 0.028) and S0 and S2 (P = 0.005). ADC value was statistically different between S0 and S2 (P = 0.012). MK value was similar between groups (P = 0.646). MD and ADC values significantly correlated with fibrosis stages (r = -0.668, -0.341; P < 0.01). MK values had no correlation with fibrosis stages (r = 0.180; P = 0.130). The area under ROC curves (AUC) for MD and ADC was 0.937 and 0.707 for characterization of S1-2 and 0.817 and 0.658 for S2, respectively. MD performed better than ADC for characterization of S1-2 and S2 (P < 0.05).
Conclusion:
Differentiating patients with mild or substantial fibrosis from normal individuals is feasible using DKI, which performs better than cDWI.
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