The univariate analysis revealed 10 significant factors, including gender, primary tumor type, PS, NLR, MLR, PLR, albumin, alkaline phosphatase (ALP), liver metastasis, and clinical tumor response (Table 2). This evidence concerns the gene ALB and neoplasm.