Transcriptomic analysis was performed to assess immune-related gene signature and gene expressions.<h4>Results</h4>FGFR1 expression was elevated in over 80% of ccRCC samples and was significantly associated with increased CD163-positive TAM infiltration. The gene discussed is FGFR1; the disease is nonpapillary renal cell carcinoma.