This discrepancy may stem from TGFB1’s pleiotropic and context-dependent functions—it can act as a tumor suppressor in early PDAC stages by enforcing growth arrest, yet also promote late-stage progression via fibrosis and immune evasion. This evidence concerns the gene TGFB1 and neoplasm.