Besides, compared to other identified cell types, the gene sets of HALLMARK_COMPLEMENT and HALLMARK_KRAS_SIGNALING_UP are significantly enriched in the SPP1+macrophages of CRC tissues (Figures 6E, F). Here, SPP1 is linked to colorectal carcinoma.