Comparing with papRCC, neutrophils in ccRCC biopsies exhibited obviously decreased expression of ATG7 (Figures 6B, C), indicating neutrophil metabolic function in ccRCC were inhibited. This evidence concerns the gene ATG7 and nonpapillary renal cell carcinoma.