Univariate analysis (Table 3) revealed that Edmondson grading (P=0.005), tumor number (P=0.004), pT categories (P=0.032), PD-L1 expression (P=0.004) and SOCS3 expression (P=0.019) were independent indicators for overall survival. This evidence concerns the gene SOCS3 and neoplasm.