Seven factors obtained from univariate analysis were included in the enrolled variables of Cox, and multivariate analysis of Cox regression model indicated that KPS < 30, delirium, LDH > 500 U/L, and ALB < 30 g/L were independent influencing factors of survival (P < 0.05). This evidence concerns the gene ALB and delirium.