HNRNPD and nonpapillary renal cell carcinoma: These results indicated that the cell cycle progression and apoptosis functions of HNRNPD in ccRCC cells were directly linked to its regulation of key genes, such as CDK1, in the context of the mRNA:circRNA ratio.