Combined with the above analysis results of the E2Fs family in ccRCC patients, we analyzed the correlation between the six transcription factors E2F1/2/3/4/7/8 and tumor immune cells in ccRCC patients and found that these six transcription factors were significantly negatively correlated with tumor purity in ccRCC patients. This evidence concerns the gene E2F1 and neoplasm.