PPM1D and melanoma: In that study we demonstrated that many autophagy-related genes undergo relevant and significant expression changes in melanoma biopsies as compared to controls, and three genes, namely WIP1, PEX3 and BAG1, show impressive melanoma markers features, such as very high AUC values and sensibility and specificity values.