The new LLPS-associated gene risk model is composed of CLIC5, MXD3, NUF2, PABPC1L, and PLK1, which have also been found to play a role in ccRCC in existing studies. This evidence concerns the gene NUF2 and nonpapillary renal cell carcinoma.