Spatial analyses demonstrate that SPP1high macrophages colocalize with fibroblast activation protein (FAP)+ cancer-associated fibroblasts at the invasive front, forming a mesenchymal–myeloid circuit linked to desmoplasia, poor cytotoxic infiltration, and adverse outcome (26, 27). Here, FAP is linked to cancer.