Consistent with the findings from the ICON7 dataset, we showed that the infiltrated and excluded tumour-immune phenotypes have similar abundant quantities of CD8+ T cells by in situ analysis (Supplementary Fig. 5e), and similar CD8 mRNA expression levels by RNAseq (Fig. 4c, top). Here, CD8A is linked to neoplasm.