The KEGG analysis revealed significant enrichment of hub genes within five specific pathways: the Fanconi anemia pathway, Notch signaling pathway, viral life cycle-HIV-1, renal cell carcinoma, and HIF-1 signaling pathway. Here, HIF1A is linked to renal cell carcinoma.