To further identify the key mediators of FAP+ fibroblasts and SPP1+ macrophages interaction in CRC patients, we investigated the cell–cell communication mechanisms of FAP+ fibroblasts and SPP1+ macrophages. Here, FAP is linked to colorectal carcinoma.