Combined with the AIC optimization analysis, it was suggested that age, tumour grade, marital status, CEA, LNR, chemotherapy, tumour size, and primary tumour site were independent prognostic factors of OS in patients (Table 2). This evidence concerns the gene CEACAM5 and neoplasm.