Through a series of comprehensive bioinformatics analysis, a total of five DNA methylation-driven genes were screened, among which HOXD3, LAT and NFE2L3 were likely to be closely correlated with the occurrence and development of ccRCC. Here, LAT is linked to nonpapillary renal cell carcinoma.