In addition, the interaction between macrophages and inhibitory T cells though SIRPA-CD47 increased with the malignant progression of ccRCC, with the lowest in the early stage of ccRCC and highest in the BMRCC (Fig. 7b). The gene discussed is CD47; the disease is nonpapillary renal cell carcinoma.