Univariate Cox regression analysis indicated that diabetes mellitus, hypertension, phosphate, CCI, BMI, SBP, DBP, MAP, MV, levels of creatinine and albumin, GFR, and APACHE II and SOFA scores correlated with survival time. This evidence concerns the gene ALB and diabetes mellitus.