Our tumour compartment specific multivariate signature for response was largely consistent with the DE results (Figure 4C), comprising higher levels of fibronectin, GZMA and STING and lower EPCAM and CD80 (AUC = 0.875) (Figure 4E). This evidence concerns the gene EPCAM and neoplasm.