In this study, the positive correlation between CD47 and SIRPα expression observed in our study suggests a potential interaction between these two immune checkpoint molecules, which may contribute to immune evasion in ESCC. This evidence concerns the gene SIRPA and esophageal squamous cell carcinoma.