In summary, nine gene signatures (CYFIP2, HOXB5, EGFR, FOXN3, PTPN3, CDC20, MARCKSL1, FAS, and PTCH1) may play central roles in the initiation and progression of BCC, which provides deeper insights into BCC management. Here, HOXB5 is linked to skin basal cell carcinoma.