RAP1A and metastatic malignant neoplasm in the lymph nodes: In the multivariate analysis (shown in Table 3), we found RAP1A expression and lymph node metastasis were independent prognostic factors for OS, while RAP1A expression, lymph node metastasis and preoperative CEA level were for DFS (all  p < 0.05).