2) Transcriptomic signature: TCGA/GTEx analyses show upregulated SLC7A11/FSP1 and downregulated ACSL4 (key ferroptosis regulators) across RCC subtypes (18). The gene discussed is SLC7A11; the disease is renal cell carcinoma.