A majority of RCC subtypes, including clear cell RCC (ccRCC) which constitutes approximately 75% of RCC, papillary RCC, translocation RCC, and collecting duct carcinoma, exhibit a PD-L1 expression ratio exceeding 10% (48, 49). Here, CD274 is linked to renal cell carcinoma.