Although the present study was based on TCGA database to explore the relationship between the expression level of IRF6 and the infiltration levels of multiple immune cells in ccRCC, the analysis results have a suggestive effect on our further study of the downstream regulatory mechanism of IRF6 in the near future. The gene discussed is IRF6; the disease is nonpapillary renal cell carcinoma.