Meanwhile, stemness-related genes and cell sphere-forming ability were detected and it found that the stemness of PD-L1 knockdown cells was reduced (Supplementary Fig. 4d, f-g), suggesting that PD-L1 also affects the stemness of ESCC cells. This evidence concerns the gene CD274 and esophageal squamous cell carcinoma.