Further analysis indicated that these pathways included the signaling pathways that regulate stem cells pluripotency, basal cell carcinoma, TGF-beta signaling, melanogenesis, Wnt signaling, TNF signaling and PI3K-Akt signaling (Supplement Figure S1). Here, AKT1 is linked to basal cell carcinoma.