Functionally, IRF4 knockdown in ccRCC cells resulted in diminished proliferation, invasion, and migration alongside increased apoptosis, suggesting that IRF4 exerts a pro-tumorigenic effect and impedes the development of a mature, anti-tumor immune microenvironment. Here, IRF4 is linked to neoplasm.