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. The gene discussed is HOXD3; the disease is nonpapillary renal cell carcinoma.