To further explore the relationship between SPI1 and immunity in ccRCC, we performed a correlation analysis adjusted for tumor purity between SPI1 and gene markers of immune cells and stromal cells using the TIMER platform. The gene discussed is SPI1; the disease is nonpapillary renal cell carcinoma.