Mechanistically, NUF2 could suppress KDM2A expression and affect its occupancy on HMGA2 promoter region, which involves enhanced chromatin accessibility at promoter associated with increased H3K36me2 levels, thereby stimulating HMGA2 transcription in ccRCC cells. The gene discussed is KDM2A; the disease is nonpapillary renal cell carcinoma.