In this study, we delineated the metabolic alterations that characterize MUC1-expressing ccRCC using a combination of chromatography-coupled tandem mass spectrometry, bioinformatics and in vitro cell-based assays. Here, MUC1 is linked to nonpapillary renal cell carcinoma.