In summary, we identify a TRIM28-PPARG SUMO-ubiquitin crosstalk axis that drives metabolic remodeling and tumor growth in BLCA, highlighting TRIM28-mediated PPARG SUMOylation as a potential therapeutic target for metabolic intervention. Here, TRIM28 is linked to neoplasm.