Through the tumor pathway score, we found that the intermediate monocytes had higher scores of NF-κB, hypoxia, EGFR, and TGF-β signal transduction pathway activity, while classical monocytes (Figure 3D) had higher PI3K signal transduction scores (Supplementary Figure 2D). Here, TGFB1 is linked to neoplasm.