RGS20, ADA, AICDA, SLC12A5, RUFY4 and CDK5RAP3 were significantly upregulated in ccRCC group, and the RT - qPCR analysis results were consistent (p < 0.05). Here, AICDA is linked to nonpapillary renal cell carcinoma.