AKT1 and melanoma: KEGG enrichment analysis of 96 upregulated genes demonstrated that the Rap1 signaling pathway, which is thought to be upstream of the PI3K/AKT signaling pathway [37], was significantly enriched in DHCR24-induced melanoma spheroids (Fig. 3B).