In pre-treatment biopsies, the relative frequency of PD-L1 + dendritic cells, CCR2 + or MMP9 + macrophages, and cancer cells exhibiting MHC class I/II expression correlated positively with T cell expansion. This evidence concerns the gene CD274 and cancer.