Importantly, key proteins and mRNA abundances in our cohort matched with TCGA data34, such as TINAGL1, PLG or HBA1 proteins in NP tumors was accordingly associated with improved prognosis in unselected ccRCC. Here, PLG is linked to nonpapillary renal cell carcinoma.