This study uses biomaterial scaffolds to identify a macrophage gene signature defined by high expression of C1qa, C1qb, and Trem2 that is elevated systemically in mouse and human pancreatic cancer. This evidence concerns the gene C1QA and familial pancreatic carcinoma.