The first split modeling by CART overall BM in pre-LT for predicting severe AKI named (node) was P-NGAL with a cutoff value of 297 ng/ml, following the child node P- CYS with a cutoff value of 0.814 and the last node FeNa with a cutoff of 0.38%. This evidence concerns the gene LCN2 and acute kidney injury.