We found that TGFA, SHC1, PIK3CD, GAB1, and AKT3 were negatively correlated with six tumor immune cells in KIRC, and EIF4EBP1 was positively correlated with macrophage infiltration. This evidence concerns the gene TGFA and neoplasm.