FDX1 and nonpapillary renal cell carcinoma: Moreover, our in vitro and in vivo experiments have fully validated the inhibitory effects of FDX1 overexpression on the proliferation and metastasis of ccRCC cells, indicating its role as a tumor suppressor gene in ccRCC.