To investigate the relationship between CAFs and the PD-1/PD-L1 axis, we hypothesized that PD-L1-expressing CAFs are present in esophageal cancer and that they have an immunosuppressive function, resulting in aggressive tumors. Here, CD274 is linked to esophageal cancer.