CEACAM5 and neoplasm: scRNA-seq analysis revealed elevated expression of inflammation- and adhesion-related genes in tumor-associated macrophages.<h4>Conclusions</h4>Occupational silica exposure induces macrophage-driven inflammatory signaling that promotes early CEA elevation and TME remodeling.