Seven MEM-related genes (BID, MAP1LC3A, KLF2, APOE, APPL1, NDUFA13, and TUBB) were found to have a greater impact on ESCC prognosis (P < 0.3). Here, APOE is linked to esophageal squamous cell carcinoma.