DHODH and nonpapillary renal cell carcinoma: In future studies, we aim to delve deeper into the specific mechanisms underlying the effect of DHODH on different stages of ccRCC development and validate its prognostic significance in patients with ccRCC through additional experimental designs and prospective studies.