In Jones' dataset, PSMB1, PSMB4, PSMB9, PSMB10 were overexpressed in ccRCC versus normal renal tissue with a fold change of 1.763, 1.610, 5.267 and 2.595, respectively 35. Here, PSMB4 is linked to nonpapillary renal cell carcinoma.