Four signaling pathways, including Ion transport, immune phagocytosis, TGFβ (spermatogenesis), regulation of DNA-dependent transcription pathways, and 15 genes within these four pathways are identified and verified to be directly correlated to pancreatic cancer survival. This evidence concerns the gene TGFB1 and pancreatic neoplasm.