Considering the most significant correlation between Macro-SPP1 and the poor prognosis of HCC patients and the higher risk score exhibited by Macro-SPP1, we explored the impact of RMRMs in HCC cells on SPP1+ macrophages. The gene discussed is SPP1; the disease is hepatocellular carcinoma.