Multiplex immunofluorescence revealed CD18 localization predominantly in CD163+ or CD206+ macrophages (Primary Tumor: n = 35) (Fig. 7G), with strong positive correlation between COL10A1 and CD18 expression (R > 0.5, P < 0.001) (Fig. 7H). The gene discussed is COL10A1; the disease is neoplasm.