Table 3.
Area under the ROC curve (AUC) values for male subjects of the training and the test set.
| OR (95% CI) | P value | FDR | AUC TRAINING | AUC TEST | |
|---|---|---|---|---|---|
| Ornithine | 10.7 (3.02–37.88) | 0.0002 | 0.0021 | 0.74 | 0.50 |
| Phenylalanine | 9.28 (2.74–31.49) | 0.0004 | 0.0021 | 0.78 | 0.54 |
| Acetone | 8.43 (2.24–31.74) | 0.0016 | 0.0022 | 0.80 | 0.77 |
| Cholesterol | 0.18 (0.059–0.56) | 0.0031 | 0.0036 | 0.70 | 0.75 |
| LDLChol | 0.16 (0.04–0.42) | 0.0008 | 0.0021 | 0.75 | 0.66 |
| ApoB100 | 0.14 (0.04–0.46) | 0.0010 | 0.0021 | 0.72 | 0.64 |
| LDLChol/HDLChol | 0.14 (0.04–0.44) | 0.0008 | 0.0021 | 0.73 | 0.52 |
| ApoB100/ApoA1 | 0.15 (0.05–0.48) | 0.0012 | 0.0021 | 0.73 | 0.52 |
| LDL | 0.12 (0.03–0.41) | 0.0007 | 0.0021 | 0.75 | 0.67 |
| LDL4 | 0.14 (0.04–0.46) | 0.0012 | 0.0021 | 0.72 | 0.58 |
| LDL5 | 0.16 (0.05–0.49) | 0.0011 | 0.0021 | 0.72 | 0.50 |
| Tg-LDL | 0.22 (0.07–0.65) | 0.0062 | 0.0062 | 0.68 | 0.61 |
| FreeChol-LDL | 0.16 (0.05–0.51) | 0.0020 | 0.0026 | 0.73 | 0.67 |
| Pho-LDL | 0.12 (0.04–0.42) | 0.0008 | 0.0021 | 0.75 | 0.67 |
| ApoBLDL | 0.12 (0.04–0.41) | 0.0007 | 0.0021 | 0.75 | 0.67 |
| Tg-LDL3 | 0.17 (0.05–0.54) | 0.0025 | 0.0031 | 0.72 | 0.70 |
| Tg-LDL4 | 0.21 (0.07–0.61) | 0.0041 | 0.0046 | 0.69 | 0.50 |
| Tg-LDL5 | 0.24 (0.08–0.66) | 0.0061 | 0.0062 | 0.69 | 0.51 |
| Chol-LDL4 | 0.15 (0.05–0.48) | 0.0015 | 0.0022 | 0.72 | 0.59 |
| Chol-LDL5 | 0.15 (0.05–0.46) | 0.0009 | 0.0021 | 0.73 | 0.50 |
| FreeChol-LDL4 | 0.19 (0.06–0.61) | 0.0046 | 0.0050 | 0.70 | 0.61 |
| FreeChol-LDL5 | 0.16 (0.05–0.50) | 0.0014 | 0.0022 | 0.72 | 0.55 |
| Pho-LDL4 | 0.15 (0.05–0.48) | 0.0015 | 0.0022 | 0.72 | 0.59 |
| Pho-LDL5 | 0.15 (0.05–0.46) | 0.0009 | 0.0021 | 0.73 | 0.50 |
| ApoB-LDL4 | 0.14 (0.04–0.46) | 0.0012 | 0.0021 | 0.72 | 0.58 |
| ApoB-LDL5 | 0.16 (0.05–0.49) | 0.0011 | 0.0021 | 0.72 | 0.50 |
For training binomial logistic regression models, odds ratio (OR), 95% confidence interval (CI), P value, and related values adjusted with the Benjamini–Hochberg correction (FDR) are also reported.