RGS1 is highly expressed in ccRCC, while overexpression of RGS1 may increase immune infiltration in the TME and reduce the polarization of M2 macrophages while promoting apoptosis in ccRCC. The gene discussed is RGS1; the disease is nonpapillary renal cell carcinoma.