In particular, it should be pointed out that these main roles in regulating tumor immune microenvironment, such as marker sets related to M2 macrophage, tumor-associated macrophages (TAM), Treg and T cell exhaustion, displayed a strong and significant positive correlation with PRR11 (Table 3, Fig. 9a–d). Here, PRR11 is linked to neoplasm.