Chimeric antigen receptor T cell (CAR-T) therapy, an emerging immunotherapy, has achieved remarkable results in the treatment of hematologic tumors. However, it's limited in the treatment of solid tumors such as esophageal squamous cell carcinoma due to various factors. Clarifying the reasons for the limitation of CAR-T therapy and exploring the corresponding solutions can provide new ideas and insights for the treatment of esophageal squamous cell carcinoma.