CONCLUSION: SPP1 plays a critical role in regulating macrophage polarization and shaping an immunosuppressive tumor microenvironment in pancreatic cancer, suggesting its potential as a therapeutic target. The gene discussed is SPP1; the disease is familial pancreatic carcinoma.