We found that CD24 and CD47 expression in macrophages was much stronger than CD274 expression, indicating that macrophage-mediated immunological escape rather than T cell-mediated immune escape was implicated in ESCC (Fig. 5E). Here, CD274 is linked to esophageal squamous cell carcinoma.