Spatial multi-omic analyses consistently show tight coupling of SPP1+ macrophages with FAP+ cancer-associated fibroblasts, a mesenchymal–myeloid circuit linked to extracellular-matrix remodeling and T-cell exclusion in independent CRC cohorts and validated by spatial transcriptomics and immunofluorescence (47, 48). Here, FAP is linked to cancer.