Fibroblasts are highly heterogeneous stromal cells, and in pancreatic ductal adenocarcinoma, TGF-β is a major driver of cancer-associated fibroblasts (Mucciolo et al., 2024; Wu et al., 2021). The gene discussed is TGFB1; the disease is cancer.