Table 2 Performance assessment of the MPN and other scoring methods for the prediction of MAFLD in the training cohort
From: Development and validation of a new nomogram to screen for MAFLD
Models | AUC (95% CI) | P1values | SEN (95% CI) | SPE (95% CI) | PPV (95% CI) | NPV (95% CI) | Cutoff values | NRI (95% CI) | P2values | IDI (95% CI) | P3values |
|---|---|---|---|---|---|---|---|---|---|---|---|
MPN | 0.868 (0.858–0.877) | - | 0.863 (0.849–0.887) | 0.697 (0.680–0.714) | 0.704 (0.687–0.721) | 0.859 (0.845–0.874) | 0.360 | Ref | - | Ref | - |
FLI | 0.849 (0.838–0.859) | < 0.001 | 0.846 (0.832–0.861) | 0.686 (0.669–0.703) | 0.692 (0.675–0.709) | 0.843 (0.828–0.858) | 49.652 | 0.027 (0.009–0.045) | 0.004 | 0.030 (0.007–0.053) | 0.012 |
HSI | 0.825 (0.814–0.836) | < 0.001 | 0.836 (0.821–0.852) | 0.669 (0.651–0.686) | 0.678 (0.661–0.695) | 0.831 (0.815–0.846) | 36.558 | 0.055 (0.034–0.076) | < 0.001 | 0.058 (0.033–0.083) | < 0.001 |
VAI | 0.732 (0.718–0.746) | < 0.001 | 0.711 (0.692–0.729) | 0.645 (0.627–0.662) | 0.625 (0.607–0.644) | 0.728 (0.710–0.745) | 1.541 | 0.204 (0.176–0.232) | < 0.001 | 0.189 (0.163–0.215) | < 0.001 |
FSI | 0.848 (0.838–0.859) | < 0.001 | 0.762 (0.744–0.779) | 0.770 (0.754–0.786) | 0.734 (0.717–0.752) | 0.795 (0.780–0.810) | -0.943 | 0.029 (0.009–0.049) | 0.004 | 0.034 (0.010–0.058) | 0.005 |
ZJU | 0.833 (0.822–0.844) | < 0.001 | 0.829 (0.814–0.844) | 0.685 (0.668–0.703) | 0.687 (0.670–0.704) | 0.828 (0.813–0.843) | 38.727 | 0.045 (0.024–0.066) | < 0.001 | 0.050 (0.025–0.075) | < 0.001 |
TyG | 0.743 (0.729–0.756) | < 0.001 | 0.650 (0.636–0.674) | 0.706 (0.689–0.722) | 0.650 (0.630–0.669) | 0.710 (0.693–0.727) | 8.640 | 0.200 (0.171–0.229) | < 0.001 | 0.185 (0.159–0.211) | < 0.001 |