USP15 and nonpapillary renal cell carcinoma: Given that FASN is regulated by post-translational modifications such as ubiquitination [54], we identified USP15 as a significant regulator of FASN in ccRCC, aligning with previous findings that other USPs, such as USP2a, USP13, and USP38, modulate FASN stability [55–57].