KEGG analysis found that the most important signaling pathways associated with genes were significantly enriched in PI3K-Akt signaling pathway, FOXO signaling pathway, pancreatic cancer and HIF-1 signaling pathway (Fig. 6B). This evidence concerns the gene HIF1A and pancreatic neoplasm.