After literature research, we chose 6 hub genes: ALDH2, ADH1B, ALDH3A2, DPT, EPHX2, and GATM, which were rarely reported in melanoma as the object of this research to explore their accuracy in the diagnosis and prediction of melanoma. Here, ALDH2 is linked to melanoma.