RGS1 is highly expressed in ccRCC, which is related to the staging and grading of ccRCC, and overexpression of RGS1 may increase the immune infiltration of TME and decrease the polarization of M2 macrophages, which may also have important significance for the immunotherapy of ccRCC. Here, RGS1 is linked to nonpapillary renal cell carcinoma.