In association between PD-L1 and ESCC, majority of studies revealed patients of PD-L1 overexpression got poor clinical outcomes42-44 while some of them demonstrated that higher PD-L1 expressed level was related to favorable prognosis45-47. Here, CD274 is linked to esophageal squamous cell carcinoma.