Additionally, M0 macrophage enrichment in ccRCC creates an adverse microenvironment for PD-L1-expressing CD8+ effector T cells, leading to reduced PD-L1 expression and inferior prognosis (44). Here, CD274 is linked to nonpapillary renal cell carcinoma.