This study detected ten shared key genes (CDC42, SCARB1, GOT2, CXCL8, FN1, IL1B, JUN, TLR2, TLR4, and VIM) that are able to differentiate both T2D and ccRCC patients from the control groups. Here, IL1B is linked to nonpapillary renal cell carcinoma.