IL6 and nonpapillary renal cell carcinoma: In contrast with IL6 and COL7A1, the lower expression of COL4A4 was often correlated with a lower clinical stage, pathological stage, and WHO grade, indicating COL4A4 is a protecting factor, while IL6 and COL7A1 are risk factors of ccRCC.