We focused on macrophages and identified TREM2+ TAMs (Figure 4B) specifically expressing TREM2, SPP1, APOE, C1QC, C1QB, and C1QA (Figure 4C), which were significantly upregulated in melanomas not responsive to ICB therapy (Figure 4D). Here, SPP1 is linked to melanoma.