Multiple factors contribute to this limited response, including the heterogeneity of PD-L1 expression, presence of an immunosuppressive tumor microenvironment regulated by complex immunomodulatory pathways, differences in mutational burden and neoantigen presentation, quantity and functional exhaustion of tumor-infiltrating lymphocytes, and variable synergy with combination partners. Here, CD274 is linked to neoplasm.