The analysis of the gene signature revealed strong positive correlations with multiple immune checkpoints, including HAVCR2, IL10RA, CSF1R, and CD163, suggesting these genes play a role in regulating the immunosuppressive tumor microenvironment (Figure 4A). The gene discussed is CD163; the disease is neoplasm.