In the prognostic model construction of esophageal cancer, multifactor Cox analysis showed that M stage, N stage, VCAN, and MS4A4A were significant predictive factors of esophageal cancer and the model prediction efficiency was moderate accurate. The gene discussed is VCAN; the disease is esophageal cancer.