We found strong interactions between tumor cells and TAM populations mediated by macrophage migration inhibitory factor (MIF) and its receptors (CD44 and CD74), which have been well characterized to play vital roles in tumor progression, angiogenesis, and immune escape in ccRCC70–72 (Fig. 7d and Supplementary Fig. S7d). The gene discussed is MIF; the disease is neoplasm.