IL1RAP plays a key role in the development of cancer, being highly expressed by tumor cells and myeloid cells, and it is involved in the generation, expansion, immunosuppressive function, and recruitment of myeloid cells, such as myeloid-derived suppressor cells and M2 macrophages, into the TME [12–18]. The gene discussed is IL1RAP; the disease is neoplasm.