In our study, we first analyzed the heterogeneity of TAMs in OS tissues based on single-cell data and identified three types of TAMs, CD68 + TAMs, AHR + TAMs, and M0 TAMs, which confirmed that the distribution of M1/M2 macrophage polarization was ambiguous in the actual tumor environment68. The gene discussed is AHR; the disease is neoplasm.