To investigate whether USPs influence the proteostasis of MRGPRF, thereby regulating melanoma tumorigenesis, we initially screened 40 USPs that may influence the stability of MRGPRF and identified USP45 as a potent stabilizer of MRGPRF. Here, USP45 is linked to melanoma.