An intersection between these genes and the upregulated DEGs yielded nine key genes associated with RCC brain metastasis: KRAS, MYC, BRCA1, HIF1A, VIM, NRG1, PVT1, BIRC5, and CDKN1A (Fig. 3C). Here, VIM is linked to renal cell carcinoma.