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. 2025 Jul 21;31:260. doi: 10.1186/s10020-025-01309-z

Table 4.

Areas under the Curve (AUC) from leave-one-out cross validation logistic regression models predicting hepatic phenotypes

Outcome: Group Predictor AUC p-value
Steatosis: All FLI alone 0.859 1
Metabolites alone 0.769  < 0.001
Metabolites and FLI 0.851 0.3335
Steatosis: Men FLI alone 0.818 1
Metabolites alone 0.802 0.6362
Metabolites and FLI 0.83 0.5935
Steatosis: Women FLI alone 0.867 1
Metabolites alone 0.771 0.0189
Metabolites and FLI 0.844 0.1439
Iron overload: All FLI alone 0.658 1
Metabolites alone 0.602 0.1328
Metabolites and FLI 0.664 0.8414
Iron overload: Men FLI alone 0.579 1
Metabolites alone 0.589 0.8288
Metabolites and FLI 0.587 0.8387
Iron overload: Women FLI alone 0.613 1
Metabolites alone 0.657 0.5375
Metabolites and FLI 0.723 0.0722

Values are given for different groups (all, men, women) based on combinations of fatty liver index (FLI) and metabolites. P-values are retrieved from comparing to the model including FLI alone