MRGPRF and melanoma: These findings establish USP45 as a melanoma suppressor, at least partially through its stabilization of MRGPRF, highlighting a novel mechanism in melanoma pathogenesis and suggesting that USP45 agonists may serve as potential therapeutic agents.