To further elucidate the underlying molecular mechanism by which APOL1 is involved in NOP2-mediated ccRCC malignant process, we conducted pathway enrichment analysis of DEGs using the Kyoto Encyclopedia of Genes and Genomes (KEGG) database. Here, APOL1 is linked to nonpapillary renal cell carcinoma.