Consistent with cell models and mouse models, TCGA data also demonstrated the strong correlation of PD-L2 with CCL2 expression as well as the level of M2 marker CD209 in ESCC patients; in contrast, PD-L1 was not significantly correlated (Fig. 6e). Here, CD274 is linked to esophageal squamous cell carcinoma.