Additionally, molecular docking of these compounds to the enzyme’s active site was conducted, and their ability to inhibit melanogenesis and cell proliferation in melanoma cell lines with high tyrosinase (TYR) expression—SK-MEL-3—and its low-expression counterpart, Hs294T, was investigated. This evidence concerns the gene TYR and melanoma.