Table 4. Diagnostic accuracy of PDFF for classifying steatosis.
Cross-sectional steatosis grade classification (n=113) | MRI PDFF threshold (%) at 90% specificity | Sensitivity | PPV | NPV | AUROC (95% CI) | |
---|---|---|---|---|---|---|
0-1 vs 2-3 | 16.3 | 83% (62/75) | 95% (62/65) | 73% (35/48) | 0.95 (0.91–0.98) | |
0-2 vs 3 | 21.7 | 84% (26/31) | 76% (26/34) | 94% (74/79) | 0.96 (0.93–0.99) | |
Longitudinal steatosis grade change classification (n=78) | Mean (SD) PDFF change (%) | Cutoff PDFF change at 90% specificity (%) | Sensitivity | PPV | NPV | AUROC (95% CI) |
Decrease in steatosis grade (improvement) (42%) | -7.4±8.7 | - 5.1 | 58% (19/33) | 83% (19/23) | 75% (41/55) | 0.81 (0.71–0.91) |
No change in steatosis grade (49%) | 0.3±6.3 | - | - | - | - | - |
Increase in steatosis grade (worsening) (9%) | 7.7±6.0 | 5.6 | 57% (4/7) | 36% (4/11) | 96% (64/67) | 0.81 (0.63–0.99) |
Notes: PDFF = proton density fat fraction; MRI = magnetic resonance imaging; PPV = positive predictive value; NPV = negative predictive value; AUROC = area under ROC curve; CI = confidence interval