Table 3.
Model estimates on training cohort
| Univariate logistic regression models
|
Multivariate logistic regression model (AUC=0.8742)
|
||||
|---|---|---|---|---|---|
| Independent variable | β* (SE) | p Value | AUC | β* (SE) | p Value |
| AST | 0.0189 (0.0066) | 0.0039 | 0.6289 | 0.0474 (0.0125) | 0.0001 |
| ALT | −0.0187 (0.0050) | 0.0007 | 0.7075 | −0.0459 (0.0093) | <0.0001 |
| GGT | 0.0213 (0.0039) | <0.0001 | 0.7333 | ||
| CDT | 1.5434 (0.2270) | <0.0001 | 0.7699 | 1.2715 (0.2518) | <0.0001 |
| MCV | 0.1148 (0.0268) | <0.0001 | 0.6587 | 0.0733 (0.0317) | 0.0210 |
Regression coefficients.
ALT, alanine aminotransferase; AST, aspartate aminotransferase; AUC, areas under the receiver operating characteristic curve; CDT, carbohydrate-deficient transferrin; GGT, γ-glutaryl transferase; MCV, mean corpuscular volume.