FDX1 and nonpapillary renal cell carcinoma: To further explore the function of cuproptosis in ccRCC, we conducted an experimental investigation using ccRCC clinical samples and cell lines, choosing FDX1 as the hub CAG as indicated in the study of Tsvetkov et al.