Activated CD8+ T cells, especially the resident memory effect T cells, predominate in IRF7-C435A mutated tumor, while CD8_Naive and CD4_Naive predominate in IRF7-WT tumors (Fig. 4C). Here, IRF7 is linked to neoplasm.