Additionally, FDX1, a gene related to fatty acid metabolism, has been shown to regulate the progression of clear-cell renal carcinoma by influencing the immune microenvironment of tumor cells [31]. The gene discussed is FDX1; the disease is clear cell renal carcinoma.