In pancreatic ductal adenocarcinoma, TGF-β1 derived from tumor-associated macrophages induces PKM2 nuclear translocation and enhances STAT1-mediated PD-L1 transcription, linking glucose metabolism to immune escape (8). Here, TGFB1 is linked to pancreatic ductal adenocarcinoma.