When compared to other tumor types, for example, NSCLC, melanoma and nasopharyngeal cancer, ESCC exhibits a lower levels of PD-L1 expression when assayed using the same PD-L1 monoclonal antibody (unpublished data). This evidence concerns the gene CD274 and neoplasm.