SUMO2 and cancer: APP and SUMO2, which play an important role in protein homeostasis with reported involvement in cancer32–34, and MAPK1, a kinase that regulates cell cycle and is well-known for its roles in cancers, were among the top 10 genes exhibiting the highest frequencies in PIE-MINs of at least two cancer types.