In conclusion, NAT10 promotes pancreatic cancer progression and immune evasion by regulating the ETS2-PD-L1 axis and stabilizing KRT8 mRNA, highlighting its potential as a therapeutic target for overcoming immunotherapy resistance. Here, NAT10 is linked to pancreatic neoplasm.