By intersecting the DEGs (log2FC > 1) with CEGs (cor > 0.3) and DEGs (log2FC < 1) with CEGs (cor < 0.3), a total of 654 genes that were closely related to STEAP3 in ccRCC were obtained (Fig. 4F). Here, STEAP3 is linked to nonpapillary renal cell carcinoma.