When the adjustment parameter was lambda.min (λ = 0.034), 6 predictors were selected (Supplemental Fig. S5) and therefore included in the final model, which were source of infection, sepsis, serum albumin, age, wasting vitamin C by kidney, and vascular disease . This evidence concerns the gene ALB and infection.