Univariate analysis revealed that BMI, N stage, TNM stage, tumor differentiation, nerve invasion, intravascular tumor emboli, CEA, PINI, LMR, and INPR were significantly associated with OS (P < 0.05). Here, CEACAM5 is linked to neoplasm.