Cathepsin O showed independent promoting effects on BCC (OR = 1.137, 95% CI: 1.032–1.254, P < .05) and melanoma (OR = 1.165, 95% CI: 1.019–1.332, P < .05). This evidence concerns the gene CTSO and melanoma.