As for COPB1, it is positively related with PD-L1 in a number of malignant tumors including clear cell carcinoma of the kidney, sarcoma, gastric cancer, thyroid carcinoma and thymoma (Chen et al., 2021). Here, CD274 is linked to gastric cancer.