Co-culture experiments revealed that the increased expression of SPP1 in renal cancer cells led to a marked polarization of APOE+ M2-like macrophages, elevated the levels of immunosuppressive markers like APOE and CEBPD. The gene discussed is CEBPD; the disease is renal carcinoma.