Potential mechanisms of resistance were observed in PD-L1-positive subgroups, including the LAR molecular subtype, increased tumor angiogenesis, epithelial-mesenchymal transition, Hedgehog pathway, oestrogen response and tumor necrosis factor signalling pathways for PFS, and the BLIS and LAR molecular subtypes for OS. Here, CD274 is linked to neoplasm.