Among the 784 patients, univariate analysis showed that the tumour location, surgery type, vascular invasion, T and N stage, the levels of CEA and CA19–9, EGFR expression and neoadjuvant chemotherapy were significantly associated with OS. Here, CEACAM5 is linked to neoplasm.