We created a feature consisting of ten genes (ATP6V0D1, CD74, GSTP1, MLKL, NFATC4, TRAF1, TRIM27, VPS13C, XBP1, and ZBP1) associated with PCD and found that it could predict overall survival in melanoma patients. Here, GSTP1 is linked to melanoma.