This study investigates the correlation between the expression levels of ten genes associated with SUMOylation (HDAC1, HDAC4, HDAC9, PIAS1, PIAS2, RAN, RANBP2, SUMO1, RANGAP1, SUMO1) and overall survival (OS) across various cancer types, as illustrated in Figure 1. Here, RAN is linked to cancer.