Cell communication analysis indicated strong interactions between CD2AP+ cancer cells and monocytes, predominantly mediated by the APP-CD74, MIF-CD74_CD44, and SCGB3A2-MARCO pathways (Figures 10D, E). Here, APP is linked to cancer.