Moreover, the incremental improvement of the TyG-NLR model (ΔNagelkerke R2 = 0.02, LR χ2 = 50.8, P < 10-10) suggests that this index offers additional prognostic information beyond traditional factors such as hypertension, albumin, and uric acid. This evidence concerns the gene ALB and Hypertension.