In this study, TBC1D2 and ATP6V0E1 were identified to be related to the T stage of ESCC, and they have a significantly better chance of becoming molecular factors for the prognosis prediction in ESCC-HNSCC. This evidence concerns the gene TBC1D2 and esophageal squamous cell carcinoma.