In this study, we first analyzed the correlations of GAR and clinicopathologic characteristics and we found that GAR was closely correlated with tumor location, tumor size, vascular invasion, obstructive jaundice, biliary drainage, ALP, ALT, AST, GGT, and ALB. This evidence concerns the gene ALB and neoplasm.