Specifically, the higher expression of COL1A2, COL1A1, COL6A3, COL5A1, DCN, FBLN1, and POSTN in patients with ccRCC was associated with immune infiltrates and worse overall survival (Figures 8, 9). The gene discussed is COL6A3; the disease is nonpapillary renal cell carcinoma.