Similarly, our analysis of TME landscape highlighted the enrichment of macrophages M1, macrophages M2 and follicular helper T cells in advanced stage tumor tissues while the levels of B cell naive, T cells CD4 memory resting, and NK cells resting were significantly decreased compared with that in early stage. Here, CD4 is linked to neoplasm.