Single-cell RNA sequencing analysis revealed enhanced interactions between pancreatic cancer epithelial cells with high NAT10 and KRT8 expression, and T cells, thereby providing new insights into the immune microenvironment. Here, NAT10 is linked to familial pancreatic carcinoma.