Tumor stromal elements consisting of CAFs and cancer-associated pericytes are the major source of the EMT- and stroma-related gene expression signatures that predict resistance to PD1 blockade across a wide variety of solid tumors 6, 18. This evidence concerns the gene PDCD1 and cancer.