2) Transcriptomic signature: TCGA/GTEx analyses show upregulated SLC7A11/FSP1 and downregulated ACSL4 (key ferroptosis regulators) across RCC subtypes (18). This evidence concerns the gene AIFM2 and renal cell carcinoma.