Insulin involvement in immune checkpoint regulation enhances PD-L1 expression in pancreatic ductal adenocarcinoma cells via many routes in the three cell lines studied, including increased InsR-A expression in A818-6 cells and modification of the adaptor protein Gab1 in BxPc3 cells (47). Here, CD274 is linked to pancreatic ductal adenocarcinoma.