During the multivariate fractional polynomial process, age, BMI, body surface area, diabetes, Davies comorbidity score, dialysis vintage, serum glucose, C-reactive protein, hemoglobin and serum creatinine were discarded while gender, race, serum sodium and serum albumin were included in the equation. Here, ALB is linked to diabetes mellitus.