Table 3.
Potential biomarkers performance for a model with top five predictors based on accuracy performance (area under the curve (AUC) estimate).
| Predictor | AUC | p-Value | Sensitivity | Specificity | LR+ | LR− |
|---|---|---|---|---|---|---|
| 1-monopalmitin | 0.96 (0.82–1.00) |
0.0005 | 0.86 (0.71–1.00) |
1.00 (1.00–1.00) |
infinity | 0.14 |
| DG 38:5 | 0.96 (0.80–1.00) |
0.003 | 0.86 (0.57–1.00) |
0.86 (0.64–1.00) |
6.0 | 0.17 |
| DG 38:6 | 0.86 (0.57–1.00) |
0.035 | 0.86 (0.43–1.00) |
0.86 (0.64–1.00) |
6.0 | 0.17 |
| 2-aminobutyric acid | 0.86 (0.61–1.00) |
0.029 | 0.86 (0.57–1.00) |
0.71 (0.29–1.00) |
3.0 | 0.20 |
| FA 20:1 | 0.82 (0.49–0.97) |
0.039 | 1.00 (1.00–1.00) |
0.57 (0.29–0.86) |
2.3 | 0.00 |