Logistic regression analysis of the association between independent predictors and the presence of severe fibrosis in patients with non-alcoholic fatty liver disease
| Variable | Regression coefficient (B) | SE of regression coefficient | Wald value | E ex (B) | p Value (95% CI) |
|---|---|---|---|---|---|
| Overall fit of the model χ2 33.832 with 3 DF; p<0.0005. | |||||
| Percent of correct predictions 87.3% | |||||
| AST/ALT, aspartate aminotransferase/alanine aminotransferase; MDA, malondialdehyde. | |||||
| Diabetes | 2.004 | 0.583 | 11.824 | 7.74 | 0.001 (2.37–23.26) |
| AST/ALT ratio >1 | 1.802 | 0.595 | 9.183 | 6.06 | 0.002 (1.89–19.46) |
| Anti-MDA antibodies | 4.990 | 1.831 | 7.430 | 146.93 | 0.006 (4.06–5312.9) |
| Constant | −4.843 | ||||
| Nagelkerke’s r2 | 0.390 | ||||