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. The gene discussed is DPT; the disease is melanoma.