The insulin-induced gene expression changes in our study suggest regulation of various KEGG-based pathways, including Rap1, Ras, PI3K-Akt and MAPK signaling as well as ABC transporter function, consistent with a hepatoma and liver RNA-Seq study6,64 and other insulin studies3,65–67. This evidence concerns the gene INS and hepatocellular carcinoma.